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Blog Track Poster
None
An Overview of Subliminal Learning
Samuel Spillard ⋅ Daniel Martin
[ OpenReview] 
Poster
None
Enhancing Sparse Event Detection in Healthcare Time-Series via Adaptive Gate of Context–Detail Interaction
Beomjun Bark ⋅ Yun Kwan Kim
[ Slides]  [ Poster]  [ OpenReview] 
Blog Track Poster
None
Visualizing LLM Latent Space Geometry Through Dimensionality Reduction
Alex Ning ⋅ Vainateya Rangaraju ⋅ Yen-Ling Kuo
[ OpenReview] 
Blog Track Poster
None
From Trajectories to Operators — A Unified Flow Map Perspective on Generative Modeling
Anbu Huang
[ OpenReview] 
Poster
None
Enhancing Communication Compression via Discrepancy-aware Calibration for Federated Learning
Wan Zhiyi ⋅ Yijia Chi ⋅ Liang Li ⋅ Wanrou Du ⋅ Miao Pan ⋅ Xiaoqi Qin
[ Poster]  [ OpenReview] 
Poster
None
Beware Untrusted Simulators -- Reward-Free Backdoor Attacks in Reinforcement Learning
Ethan Rathbun ⋅ Wo Wei Lin ⋅ Alina Oprea ⋅ Christopher Amato
[ OpenReview] 
Blog Track Poster
None
Language as a Window Into the Mind: How NLP and LLMs Advance Human Sciences
Lotem Peled-Cohen ⋅ Nitay Calderon ⋅ Roi Reichart
[ OpenReview] 
Blog Track Poster
None
Effect of Parallel Environments and Rollout Steps in PPO
Teerthaa Parakh
[ OpenReview] 
Poster
None
SpectraLLM: Uncovering the Ability of LLMs for Molecule Structure Elucidation from Multi-Spectra
YUNYUE SU ⋅ Jiahui Chen ⋅ Zao Jiang ⋅ Zhenyi Zhong ⋅ Liang Wang ⋅ Qiang Liu ⋅ Zhaoxiang Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Blog Track Poster
None
ChunkTabPFN: Training-free Long Context
Renat Sergazinov ⋅ Shao-An Yin
[ Slides]  [ OpenReview] 
Blog Track Poster
None
Navigating the Manifold — A Geometric Perspective on Diffusion-Based Inverse Problems
Anbu Huang
[ OpenReview] 
Blog Track Poster
None
Evolution of Flash Attention
Harshwardhan Fartale ⋅ Akshata Kishore Moharir ⋅ Ashish Kattamuri
[ OpenReview] 
Blog Track Poster
None
How To Open the Black Box: Modern Models for Mechanistic Interpretability
Juntai Cao ⋅ Xiang Zhang ⋅ Raymond Li ⋅ Jiarui Ding
[ OpenReview] 
Blog Track Poster
None
Is the evidence in 'Language Models Learn to Mislead Humans via RLHF' valid?
Aaryan Chandna ⋅ Lukas Fluri ⋅ Micah Carroll
[ OpenReview] 
Blog Track Poster
None
Extracting Model Precision from 20 Logprobs
Yiming Zhang ⋅ Javier Rando ⋅ Florian Tramer ⋅ Daphne Ippolito ⋅ Nicholas Carlini
[ OpenReview] 
Blog Track Poster
None
Wait, Do We Need to Wait? Revisiting Budget Forcing for Sequential Test-Time Scaling
Pittawat Taveekitworachai ⋅ Kunat Pipatanakul
[ OpenReview] 
Blog Track Poster
None
In-context learning of representations can be explained by induction circuits
Andy Arditi
[ OpenReview] 
Poster
None
RMAAT: Astrocyte-Inspired Memory Compression and Replay for Efficient Long-Context Transformers
Md Zesun Ahmed Mia ⋅ Malyaban Bal ⋅ Abhronil Sengupta
[ Slides]  [ Poster]  [ OpenReview] 
Poster
None
$\textit{MADFormer}$: Mixed Autoregressive and Diffusion Transformers for Continuous Image Generation
Junhao Chen ⋅ Yulia Tsvetkov ⋅ Xiaochuang Han
[ OpenReview] 
Blog Track Poster
None
Trade-offs in LLM Compute for Reasoning-Intensive Information Retrieval
Sreeja Apparaju ⋅ Nilesh Gupta
[ OpenReview] 
Blog Track Poster
None
From U-Nets to DiTs: The Architectural Evolution of Text-to-Image Diffusion Models (2021–2025)
Zhenyuan Chen ⋅ Zechuan Zhang ⋅ Feng Zhang
[ OpenReview] 
Poster
None
Exo-Plore: Exploring Exoskeleton Control Space through Human-aligned Simulation
Geonho Leem ⋅ Jaedong Lee ⋅ Jehee Lee ⋅ Seungmoon Song ⋅ Jungdam Won
[ OpenReview] 
Poster
None
Block-Sample MAC-Bayes Generalization Bounds
Matthias Frey ⋅ Jingge Zhu ⋅ Michael Gastpar
[ Slides]  [ OpenReview] 
Blog Track Poster
None
Using Graph Neural Networks in Reinforcement Learning: A Practical Guide
Alex Schutz ⋅ Victor-Alexandru Darvariu
[ OpenReview] 
Poster
None
STAR: Similarity-guided Teacher-Assisted Refinement for Super-Tiny Function Calling Models
Jiliang Ni ⋅ Jiachen Pu ⋅ Zhongyi Yang ⋅ Jingfeng Luo ⋅ Conggang Hu
[ Slides]  [ Poster]  [ OpenReview] 
Blog Track Poster
None
From REINFORCE to Dr. GRPO: A Unified Perspective on LLM Post-Training
Qingfeng Lan
[ OpenReview] 
Poster
None
Learning to Interpret Weight Differences in Language Models
Avichal Goel · Yoon Kim · Nir Shavit · Tony Wang
[ Poster]  [ OpenReview] 
Poster
None
A Unified Federated Framework for Trajectory Data Preparation via LLMs
Zhihao Zeng · Ziquan Fang · Wei Shao · Lu Chen · Yunjun Gao
[ OpenReview] 
Poster
None
SVD Provably Denoises Nearest Neighbor Data
Ravindran Kannan ⋅ Kijun Shin ⋅ David Woodruff
[ OpenReview] 
Poster
None
GeoBench: Rethinking Multimodal Geometric Problem-Solving via Hierarchical Evaluation
Yuan Feng · Yue Yang · Xiaohan He · Jiatong Zhao · Jianlong Chen · DAOCHENG FU · Qi Liu · Renqiu Xia · Bo Zhang · Junchi Yan
[ OpenReview] 
Poster
None
Optimizing ID Consistency in Multimodal Large Models: Facial Restoration via Alignment, Entanglement, and Disentanglement
Yuran Dong · Hang Dai · Mang Ye
[ Slides]  [ Poster]  [ OpenReview] 
Poster
None
AdaSpec: Adaptive Spectrum for Enhanced Node Distinguishability
Fangbing Liu · Qing Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
None
ssToken: Self-modulated and Semantic-aware Token Selection for LLM Fine-tuning
Xiaohan Qin · Victor Wang · Ning Liao · Cancheng Zhang · Xiangdong Zhang · Mingquan Feng · Jingzhi Wang · Junchi Yan
[ Poster]  [ OpenReview] 
Poster
None
Ads that Stick: Near-Optimal Ad Optimization through Psychological Behavior Models
Kailash Gopal Darmasubramanian ⋅ Akash Pareek ⋅ Arindam Khan ⋅ Arpit Agarwal
[ OpenReview] 
Poster
None
Mechanistic Independence: A Principle for Identifiable Disentangled Representations
Stefan Matthes ⋅ Zhiwei Han ⋅ Hao Shen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
None
Premise Selection for a Lean Hammer
Thomas Zhu · Joshua Clune · Jeremy Avigad · Qiaochu Jiang · Sean Welleck
[ OpenReview] 
Poster
None
Multimodal Aligned Semantic Knowledge for Unpaired Image-text Matching
Laiguo Yin · Yixin Zhang · YUQING SUN · Lizhen Cui
[ OpenReview] 
Poster
None
Teach to Reason Safely: Policy-Guided Safety Tuning for MLRMs
Jingyu Zhang · Kun Yang · Ming Wen · Zhuoer Xu · Zeyang Sha · shiwen cui · Zhaohui Yang
[ OpenReview] 
Poster
None
Quasi-Monte Carlo Methods Enable Extremely Low-Dimensional Deep Generative Models
Miles Martinez ⋅ Alex Williams
[ Poster]  [ OpenReview] 
Poster
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UniCalli: A Unified Diffusion Framework for Column-Level Generation and Recognition of Chinese Calligraphy
Tianshuo Xu · Kai Wang · ZhiFei Chen · Leyi Wu · Tianshui Wen · Fei Chao · YINGCONG CHEN
[ Poster]  [ OpenReview] 
Poster
None
ARINBEV: Bird's-Eye View Layout Estimation with Conditional Autoregressive Model
Jiyong Kwag · Charles Toth · Alper Yilmaz
[ OpenReview] 
Poster
None
From Abstract to Contextual: What LLMs Still Cannot Do in Mathematics
Bowen Cao ⋅ Dongdong Zhang ⋅ Yixia Li ⋅ Junpeng Liu ⋅ Shijue Huang ⋅ Chufan Shi ⋅ Hongyuan Lu ⋅ Yaokang Wu ⋅ Guanhua Chen ⋅ Wai Lam ⋅ Furu Wei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
None
ContextNav: Towards Agentic Multimodal In-Context Learning
Honghao Fu · Yuan Ouyang · Kai-Wei Chang · Yiwei Wang · Zi Huang · Yujun Cai
[ Poster]  [ OpenReview] 
Poster
None
MicroMix: Efficient Mixed-Precision Quantization with Microscaling Formats for Large Language Models
Wenyuan Liu · Haoqian Meng · Yilun Luo · Peng Zhang · Xindian Ma
[ OpenReview] 
Poster
None
FingerTip 20K: A Benchmark for Proactive and Personalized Mobile LLM Agents
Qinglong Yang · Haoming Li · Haotian Zhao · Xiaokai Yan · Jingtao Ding · Fengli Xu · Yong Li
[ OpenReview] 
Poster
None
Best-of-three-worlds Analysis for Dueling Bandits with Borda Winner
Zirui Hu ⋅ Tingyu Zhang ⋅ Fang Kong
[ OpenReview] 
Poster
None
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models
Yupeng Chang · Yi Chang · Yuan Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
None
SafeMoE: Safe Fine-Tuning for MoE LLMs by Aligning Harmful Input Routing
Jaehan Kim ⋅ Minkyoo Song ⋅ Seungwon Shin ⋅ Sooel Son
[ Slides]  [ Poster]  [ OpenReview] 
Poster
None
TIPO: Text to Image with Text Pre-sampling for Prompt Optimization
Shih-Ying Yeh · Yi Li · SangHyun Park · Giyeong Oh · Xuehai Wang · Min Song · Youngjae Yu · Shang-Hong Lai
[ Poster]  [ OpenReview] 
Poster
None
Online Prediction of Stochastic Sequences with High Probability Regret Bounds
Matthias Frey ⋅ Jonathan Manton ⋅ Jingge Zhu
[ Slides]  [ OpenReview] 
Poster
None
Coarse-to-Fine Learning of Dynamic Causal Structures
Dezhi Yang ⋅ Qiaoyu Tan ⋅ Carlotta Domeniconi ⋅ Jun Wang ⋅ Lizhen Cui ⋅ Guoxian Yu
[ Poster]  [ OpenReview] 
Poster
None
TrojanTO: Action-Level Backdoor Attacks Against Trajectory Optimization Models
Yang Dai ⋅ Oubo Ma ⋅ Xingxing Liang ⋅ Longfei Zhang ⋅ Xiaochun Cao ⋅ Shouling Ji ⋅ Jiaheng Zhang ⋅ Jincai Huang ⋅ Li Shen
[ OpenReview] 
Poster
None
Towards Sampling Data Structures for Tensor Products in Turnstile Streams
Zhao Song ⋅ Shenghao Xie ⋅ Samson Zhou
[ Poster]  [ OpenReview] 
Poster
None
Nearly Space-Optimal Graph and Hypergraph Sparsification in Insertion-Only Data Streams
Vincent Cohen-Addad ⋅ David Woodruff ⋅ Shenghao Xie ⋅ Samson Zhou
[ Poster]  [ OpenReview] 
Poster
None
Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
Yuanzhe Hu ⋅ Yu Wang ⋅ Julian McAuley
[ Poster]  [ OpenReview] 
Poster
None
COSMO-INR: Complex Sinusoidal Modulation for Implicit Neural Representations
Pandula Thennakoon ⋅ Avishka Ranasinghe ⋅ Mario De Silva ⋅ Buwaneka Epakanda ⋅ Roshan Godaliyadda ⋅ Mervyn Ekanayake ⋅ Vijitha Herath
[ Poster]  [ OpenReview] 
Poster
None
Scalable Multilingual Multimodal Machine Translation with Speech-Text Fusion
Yexing Du ⋅ Youcheng Pan ⋅ Zekun Wang ⋅ Zheng Chu ⋅ yichong huang ⋅ Kaiyuan Liu ⋅ Bo Yang ⋅ Yang Xiang ⋅ Ming Liu ⋅ Bing Qin
[ Poster]  [ OpenReview] 
Poster
None
Taming Polysemanticity in LLMs: Theory-Grounded Feature Recovery via Sparse Autoencoders
Siyu Chen · Heejune Sheen · Xuyuan Xiong · Tianhao Wang · Zhuoran Yang
[ OpenReview] 
Registration Desk
Wed Apr 22 10:00 AM -- 03:00 PM (PDT) @ Convention Center Foyer None
Registration Desk 1
Registration Desk
Thu Apr 23 03:30 AM -- 01:30 PM (PDT) @ Convention Center Foyer None
Registration Desk 1
Remarks
Thu Apr 23 04:45 AM -- 05:00 AM (PDT) @ Amphitheater None
Opening Remarks
Bharath Hariharan
Invited Talk
Thu Apr 23 05:00 AM -- 06:00 AM (PDT) @ Amphitheater None
The Challenges of Human-Centered AI and Robotics: What We Want, Need, and are Getting From Human-Machine Interaction
Maja Matarić
Break
Thu Apr 23 06:00 AM -- 06:30 AM (PDT) @ Pavilion 4 None
Break
Oral
Thu Apr 23 06:30 AM -- 06:40 AM (PDT) @ 204 A/B None
Information Shapes Koopman Representation
In Oral Session 1E
Xiaoyuan Cheng · Wenxuan Yuan · Yiming Yang · Yuanzhao Zhang · Sibo Cheng · Yi He · Zhuo Sun
[ OpenReview] 
Oral
Thu Apr 23 06:30 AM -- 06:40 AM (PDT) @ 203 A/B None
One for Two: A Unified Framework for Imbalanced Graph Classification via Dynamic Balanced Prototype
In Oral Session 1D
Guanjun Wang · Binwu Wang · Jiaming Ma · Zhengyang Zhou · Pengkun Wang · Xu Wang · Yang Wang
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 06:30 AM -- 06:40 AM (PDT) @ Amphitheater None
Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling
In Oral Session 1A LLMs and Reasoning
Shuyang Jiang ⋅ Yusheng Liao ⋅ Ya Zhang ⋅ Yanfeng Wang ⋅ Yu Wang
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 06:30 AM -- 06:40 AM (PDT) @ 201 A/B None
Half-order Fine-Tuning for Diffusion Model: A Recursive Likelihood Ratio Optimizer
In Oral Session 1B
Tao Ren · Zishi Zhang · Jinyang Jiang · Zehao Li · Shentao Qin · Yi Zheng · Guanghao Li · Qianyou Sun · Yan Li · Jiafeng Liang · Xinping Li · Yijie Peng
[ OpenReview] 
Oral
Thu Apr 23 06:30 AM -- 06:40 AM (PDT) @ 202 A/B None
Mastering Sparse CUDA Generation through Pretrained Models and Deep Reinforcement Learning
In Oral Session 1C Code generation and ML Systems
Yaoyu Wang ⋅ Hankun Dai ⋅ Zhidong Yang ⋅ Junmin Xiao ⋅ Guangming Tan
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 06:30 AM -- 06:40 AM (PDT) @ 201 C None
Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models
In Oral Session 1F Privacy and security
Bartłomiej Marek ⋅ Lorenzo Rossi ⋅ Vincent Hanke ⋅ Xun Wang ⋅ Michael Backes ⋅ Franziska Boenisch ⋅ Adam Dziedzic
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3001
Forget Many, Forget Right: Scalable and Precise Concept Unlearning in Diffusion Models
In Poster Session 1 Pavilion 4
Kaiyuan Deng ⋅ Gen Li ⋅ Yang Xiao ⋅ Bo Hui ⋅ Xiaolong Ma
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#102
Causal Structure Learning in Hawkes Processes with Complex Latent Confounder Networks
In Poster Session 1 Pavilion 3
Songyao Jin ⋅ Biwei Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3002
Dynamic Classifier-Free Diffusion Guidance via Online Feedback
In Poster Session 1 Pavilion 4
Pinelopi Papalampidi ⋅ Olivia Wiles ⋅ Ira Ktena ⋅ Aleksandar Shtedritski ⋅ Emanuele Bugliarello ⋅ Ivana Kajić ⋅ Isabela Albuquerque ⋅ Aida Nematzadeh
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3003
I-DRUID: Layout to image generation via instance-disentangled representation and unpaired data
In Poster Session 1 Pavilion 4
Fengxiang Yang · Tianyi Zheng · Bangjie Yin · Shice Liu · Jinwei Chen · Peng-Tao Jiang · Bo Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#103
Matching without Group Barrier for Heterogeneous Treatment Effect Estimation
In Poster Session 1 Pavilion 3
Yuguang Yan · Haolin Yang · Shihao Zhang · Weilin Chen · Ruichu Cai · Zhifeng Hao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#104
GDR-learners: Orthogonal Learning of Generative Models for Potential Outcomes
In Poster Session 1 Pavilion 3
Valentyn Melnychuk · Stefan Feuerriegel
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3004
Controllable First-Frame-Guided Video Editing via Mask-Aware LoRA Fine-Tuning
In Poster Session 1 Pavilion 4
Chenjian Gao ⋅ Lihe Ding ⋅ Cai ⋅ Zhanpeng Huang ⋅ Zibin Wang ⋅ Tianfan Xue
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#105
Query-Specific Causal Graph Pruning Under Tiered Knowledge
In Poster Session 1 Pavilion 3
Yizuo Chen ⋅ Jane Barker
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3005
SatDreamer360: Multiview-Consistent Generation of Ground-Level Scenes from Satellite Imagery
In Poster Session 1 Pavilion 4
Xianghui Ze · Beiyi Zhu · Zhenbo Song · Jianfeng Lu · Yujiao Shi
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#106
Conditional Independent Component Analysis for Estimating Causal Structure with Latent Variables
In Poster Session 1 Pavilion 3
Yewei Xia ⋅ Zhengming Chen ⋅ Haoyue Dai ⋅ Fuhong Wang ⋅ Yixin Ren ⋅ Yiqing Li ⋅ Kun Zhang ⋅ Shuigeng Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3006
Error as Signal: Stiffness-Aware Diffusion Sampling via Embedded Runge-Kutta Guidance
In Poster Session 1 Pavilion 4
Inho Kong ⋅ Sojin Lee ⋅ Youngjoon Hong ⋅ Hyunwoo Kim
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3007
FlowGen: Synthesizing Diverse Flowcharts to Enhance and Benchmark MLLM Reasoning
In Poster Session 1 Pavilion 4
Kaiwen Shi ⋅ Sichen Liu ⋅ Ziyue Lin ⋅ Hangrui Guo ⋅ Gong Cheng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#107
Multi-Scale Diffusion-Guided Graph Learning with Power-Smoothing Random Walk Contrast for Multi-View Clustering
In Poster Session 1 Pavilion 3
Feiyang Chen · Ruiqiang Guo · Zhibin Gu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3008
Story-Iter: A Training-free Iterative Paradigm for Long Story Visualization
In Poster Session 1 Pavilion 4
Jiawei Mao · Xiaoke Huang · Yunfei Xie · Yuanqi Chang · MUDE HUI · Bingjie Xu · Zeyu Zheng · Zirui Wang · Cihang Xie · Yuyin Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#108
Bridging ML and algorithms: comparison of hyperbolic embeddings
In Poster Session 1 Pavilion 3
Dorota Celińska-Kopczyńska ⋅ Eryk Kopczyński
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#109
Boosting Open Set Recognition Performance through Modulated Representation Learning
In Poster Session 1 Pavilion 3
Amit Kumar Kundu ⋅ Vaishnavi Patil ⋅ Joseph JaJa
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3009
FlowAlign: Trajectory-Regularized, Inversion-Free Flow-based Image Editing
In Poster Session 1 Pavilion 4
Jeongsol Kim · Yeobin Hong · Jonghyun Park · Jong Chul YE
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#110
Adaptive Width Neural Networks
In Poster Session 1 Pavilion 3
Federico Errica ⋅ Henrik Christiansen ⋅ Viktor Zaverkin ⋅ Mathias Niepert ⋅ Francesco Alesiani
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3010
LapFlow: Laplacian Multi-scale Flow Matching for Generative Modeling
In Poster Session 1 Pavilion 4
Zelin Zhao ⋅ Petr Molodyk ⋅ Haotian Xue ⋅ Yongxin Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3011
Long-Text-to-Image Generation via Compositional Prompt Decomposition
In Poster Session 1 Pavilion 4
Jen-Yuan Huang ⋅ Tong Lin ⋅ Yilun Du
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#111
Cross-Domain Lossy Compression via Rate- and Classification-Constrained Optimal Transport
In Poster Session 1 Pavilion 3
Nam Nguyen · Thinh Nguyen · Bella Bose
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3012
Easier Painting Than Thinking: Can Text-to-Image Models Set the Stage, but Not Direct the Play?
In Poster Session 1 Pavilion 4
Ouxiang Li · Yuan Wang · Xinting Hu · Huijuan Huang · Rui Chen · Jiarong Ou · Xin Tao · Pengfei Wan · XIAOJUAN QI · Fuli Feng
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#112
Random Controlled Differential Equations
In Poster Session 1 Pavilion 3
Francesco Piatti · Thomas Cass · William Turner
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3013
FlowCast: Trajectory Forecasting for Scalable Zero-Cost Speculative Flow Matching
In Poster Session 1 Pavilion 4
Divya Jyoti Bajpai · Shubham Agarwal · Apoorv Saxena · Kuldeep Sharad Kulkarni · Subrata Mitra · Manjesh Kumar Hanawal
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#113
GRACE: Generative Representation Learning via Contrastive Policy Optimization
In Poster Session 1 Pavilion 3
Jiashuo Sun · Shixuan Liu · Zhaochen Su · Xianrui Zhong · Pengcheng Jiang · Bowen Jin · Peiran Li · Weijia Shi · Jiawei Han
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3014
UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers
In Poster Session 1 Pavilion 4
Min Zhao · Hongzhou Zhu · Yingze Wang · Bokai Yan · Jintao Zhang · Guande He · Ling Yang · Chongxuan Li · Jun Zhu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#114
TRIDENT: Cross-Domain Trajectory Spatio-Temporal Representation via Distance-Preserving Triplet Learning
In Poster Session 1 Pavilion 3
Guan-Yi Jhang ⋅ Jeng-Chung Lien ⋅ Yu Hui-Ching ⋅ Hsu-Chao Lai ⋅ Jiun-Long Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#115
A Generalized Geometric Theoretical Framework of Centroid Discriminant Analysis for Linear Classification of Multi-dimensional Data
In Poster Session 1 Pavilion 3
Yue Wu ⋅ Jialin Zhao ⋅ Carlo Vittorio Cannistraci
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3015
Turbo-DDCM: Fast and Flexible Zero-Shot Diffusion-Based Image Compression
In Poster Session 1 Pavilion 4
Amit Vaisman · Guy Ohayon · Hila Manor · Miki Elad · Tomer Michaeli
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3016
Monocular Normal Estimation via Shading Sequence Estimation
In Poster Session 1 Pavilion 4
Zongrui Li ⋅ Xinhua Ma ⋅ Minghui HU ⋅ Yunqing Zhao ⋅ Yingchen Yu ⋅ Qian Zheng ⋅ Chang Liu ⋅ Jiang Xudong ⋅ Song Bai
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2024
Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis
In Poster Session 1 Pavilion 3
Xuanzhong Chen · Zile Qiao · Guoxin Chen · Liangcai Su · Zhen Zhang · Xinyu Wang · Pengjun Xie · Fei Huang · Jingren Zhou · Yong Jiang · Ting Chen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#116
Behavior Learning (BL)
In Poster Session 1 Pavilion 3
Zhenyao Ma · Yue Liang · Dongxu Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3017
Overshoot and Shrinkage in Classifier-Free Guidance: From Theory to Practice
In Poster Session 1 Pavilion 4
Krunoslav Lehman Pavasovic ⋅ Jakob Verbeek ⋅ Giulio Biroli ⋅ Marc Mezard
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#117
Features Emerge as Discrete States: The First Application of SAEs to 3D Representations
In Poster Session 1 Pavilion 3
Albert Miao ⋅ Chenliang Zhou ⋅ Jiawei Zhou ⋅ Cengiz Oztireli
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#118
SupCLAP: Controlling Optimization Trajectory Drift in Audio-Text Contrastive Learning with Support Vector Regularization
In Poster Session 1 Pavilion 3
Jiehui Luo · Yuguo Yin · Yuxin Xie · Jinghan Ru · Xianwei Zhuang · Minghua He · Aofan Liu · Zihan Xiong · Dongchao Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3018
ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks
In Poster Session 1 Pavilion 4
Samin Mahdizadeh Sani · Max Ku · Nima Jamali · Matina Sani · Paria Khoshtab · Wei-Chieh Sun · Parnian Fazel · Zhi Rui Tam · Thomas Chong · Edisy Kin Wai Chan · Donald Tsang · Chiao-Wei Hsu · Ting Lam · Ho Ng · Chiafeng Chu · Chak-Wing Mak · Keming Wu · Wong Hiu-Tung · Yik Ho · Chi Ruan · Zhuofeng Li · I-Sheng Fang · Shih-Ying Yeh · Ho Kei Cheng · PING NIE · Wenhu Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3207
Unified In-Context Video Editing
In Poster Session 1 Pavilion 4
Zixuan Ye ⋅ Xuanhua He ⋅ Quande Liu ⋅ Qiulin Wang ⋅ Xintao WANG ⋅ Pengfei Wan ⋅ Di ZHANG ⋅ Kun Gai ⋅ Qifeng Chen ⋅ Wenhan Luo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3118
LearnIR: Learnable Posterior Sampling for Real-World Image Restoration
In Poster Session 1 Pavilion 4
Yihang Bao · Zhen Huang · Shanyan Guan · Songlin Yang · Yanhao Ge · Wei Li · Bukun Huang · Zengmin Xu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#119
Beyond Entity Correlations: Disentangling Event Causal Puzzles in Temporal Knowledge Graphs
In Poster Session 1 Pavilion 3
Qian Chen · Jinyu Zhang · Ling Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3117
CIAR: Interval-based Collaborative Decoding for Image Generation Acceleration
In Poster Session 1 Pavilion 4
Keming Ye · Zhou Zhao · Fan Wu · Shengyu Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#120
Learning Unified Representation of 3D Gaussian Splatting
In Poster Session 1 Pavilion 3
Yuelin Xin · Yuheng Liu · Xiaohui Xie · Xinke Li
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#121
Detect, Decide, Unlearn: A Transfer-Aware Framework for Continual Learning
In Poster Session 1 Pavilion 3
Yiwen Wang · Diana Benavides-Prado · Yun Sing Koh
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3115
NeuralOS: Towards Simulating Operating Systems via Neural Generative Models
In Poster Session 1 Pavilion 4
Luke Rivard ⋅ Sun Sun ⋅ Hongyu Guo ⋅ Wenhu Chen ⋅ Yuntian Deng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#122
FSD-CAP: Fractional Subgraph Diffusion with Class-Aware Propagation for Graph Feature Imputation
In Poster Session 1 Pavilion 3
Xin Qiao · Shijie Sun · Anqi Dong · Cong Hua · Xia Zhao · Longfei Zhang · Guangming Zhu · zhang liang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#123
Learning Robust Intervention Representations with Delta Embeddings
In Poster Session 1 Pavilion 3
Panagiotis Alimisis ⋅ Christos Diou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3114
Analyzing the Training Dynamics of Image Restoration Transformers: A Revisit to Layer Normalization
In Poster Session 1 Pavilion 4
MinKyu Lee · Sangeek Hyun · Woojin Jun · Hyunjun Kim · Jiwoo Chung · Jae-Pil Heo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3113
MVCustom: Multi-View Customized Diffusion via Geometric Latent Rendering and Completion
In Poster Session 1 Pavilion 4
Minjung Shin ⋅ Hyunin Cho ⋅ Sooyeon Go ⋅ Jin-Hwa Kim ⋅ Youngjung Uh
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#124
UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings
In Poster Session 1 Pavilion 3
Zhibin Lan · Liqiang Niu · Fandong Meng · Jie Zhou · Jinsong Su
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3112
MAGREF: Masked Guidance for Any-Reference Video Generation with Subject Disentanglement
In Poster Session 1 Pavilion 4
Yufan Deng · Yuanyang Yin · Xun Guo · Yizhi Wang · Zhiyuan Fang · Shenghai Yuan · Yiding Yang · Angtian Wang · Bo Liu · Haibin Huang · Chongyang Ma
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#224
Inferring the Invisible: Neuro-Symbolic Rule Discovery for Missing Value Imputation
In Poster Session 1 Pavilion 3
Wendi Ren ⋅ Ke Wan ⋅ Junyu Leng ⋅ Shuang Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#223
KDP: Simplifying Representation Dynamics in Kernel Space
In Poster Session 1 Pavilion 3
Zeyu Ma · Wanying Wang · Guchu Zou · Mingang Chen · Jianhong Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3111
ChronoEdit: Towards Temporal Reasoning for In-Context Image Editing and World Simulation
In Poster Session 1 Pavilion 4
Jay Zhangjie Wu · Xuanchi Ren · Tianchang Shen · Tianshi Cao · Kai He · Yifan Lu · Ruiyuan Gao · Enze Xie · Shiyi Lan · Jose M. Alvarez · Jun Gao · Sanja Fidler · Zian Wang · Huan Ling
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3110
Synthetic History: Evaluating Visual Representations of the Past in Diffusion Models
In Poster Session 1 Pavilion 4
Maria-Teresa De Rosa Palmini ⋅ Eva Cetinic
[ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#222
NeoBERT: A Next Generation BERT
In Poster Session 1 Pavilion 3
Lola Le Breton · Quentin Fournier · John X. Morris · Mariam El Mezouar · Sarath Chandar
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#221
Explain in Your Own Words: Improving Reasoning via Token-Selective Dual Knowledge Distillation
In Poster Session 1 Pavilion 3
Minsang Kim · Seung Baek
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3109
D-AR: Diffusion via Autoregressive Models
In Poster Session 1 Pavilion 4
Ziteng Gao · Mike Zheng Shou
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3108
Diffusion Models as Dataset Distillation Priors
In Poster Session 1 Pavilion 4
Duo Su · Huyu Wu · Huanran Chen · Yiming Shi · Yuzhu Wang · Xi Ye · Jun Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3107
Detecting and Mitigating Memorization in Diffusion Models through Anisotropy of the Log-Probability
In Poster Session 1 Pavilion 4
Rohan Asthana ⋅ Vasileios Belagiannis
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#219
Knowledge Distillation as Decontamination? Revisiting the “Data Laundering” Concern in Classification Tasks
In Poster Session 1 Pavilion 3
Hengyu Luo ⋅ Raúl Vázquez ⋅ Timothee Mickus ⋅ Filip Ginter ⋅ Jörg Tiedemann
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#218
DisTaC: Conditioning Task Vectors via Distillation for Robust Model Merging
In Poster Session 1 Pavilion 3
Kotaro Yoshida ⋅ Yuji Naraki ⋅ Takafumi Horie ⋅ Ryotaro Shimizu ⋅ Ioannis Mitliagkas ⋅ Hiroki Naganuma
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3106
Hyperspherical Latents Improve Continuous-Token Autoregressive Generation
In Poster Session 1 Pavilion 4
Guolin Ke · HUI XUE
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3105
Recover Cell Tensor: Diffusion-Equivalent Tensor Completion for Fluorescence Microscopy Imaging
In Poster Session 1 Pavilion 4
Chenwei Wang · Zhaoke Huang · ZELIN LI · Wenqi Zhu
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#217
TokMem: One-Token Procedural Memory for Large Language Models
In Poster Session 1 Pavilion 3
Zijun Wu · Yongchang Hao · Lili Mou
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3104
Stochastic Self-Guidance for Training-Free Enhancement of Diffusion Models
In Poster Session 1 Pavilion 4
Chubin Chen · Jiashu Zhu · Xiaokun Feng · Nisha Huang · Chen Zhu · Meiqi Wu · Fangyuan Mao · Jiahong Wu · Xiangxiang Chu · Xiu Li
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#216
ABBA-Adapters: Efficient and Expressive Fine-Tuning of Foundation Models
In Poster Session 1 Pavilion 3
Raghav Singhal ⋅ Kaustubh Ponkshe ⋅ Rohit Vartak ⋅ Praneeth Vepakomma
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3103
Pixel-Perfect Puppetry: Precision-Guided Enhancement for Face Image and Video Editing
In Poster Session 1 Pavilion 4
Yan Li · Zhenyi Wang · Guanghao Li · Wei Xue · Wenhan Luo · Yike Guo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#215
Gradient-Based Program Synthesis with Neurally Interpreted Languages
In Poster Session 1 Pavilion 3
Matthew Macfarlane · Clem Bonnet · Herke van Hoof · Levi Lelis
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3102
Cross-ControlNet: Training-Free Fusion of Multiple Conditions for Text-to-Image Generation
In Poster Session 1 Pavilion 4
Xiang Liu · Junjun Jiang · Wei Han · Kui Jiang · Xianming Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#214
Beyond Uniformity: Sample and Frequency Meta Weighting for Post-Training Quantization of Diffusion Models
In Poster Session 1 Pavilion 3
Van Cuong Pham · Anh Hoang · Cuong Nguyen · Trung Le · Dinh Phung · Gustavo Carneiro · Thanh-Toan Do
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3101
Mod-Adapter: Tuning-Free and Versatile Multi-concept Personalization via Modulation Adapter
In Poster Session 1 Pavilion 4
Weizhi Zhong · Huan Yang · Zheng Liu · Huiguo He · Zijian He · Xuesong Niu · Di ZHANG · Guanbin Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#213
Gradient-Aligned Calibration for Post-Training Quantization of Diffusion Models
In Poster Session 1 Pavilion 3
Anh Hoang · Van Cuong Pham · Trung Le · Jianfei Cai · Thanh-Toan Do
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#212
Prior-free Tabular Test-time Adaptation
In Poster Session 1 Pavilion 3
Rundong He ⋅ Jieming Shi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3201
Point Prompting: Counterfactual Tracking with Video Diffusion Models
In Poster Session 1 Pavilion 4
Ayush Shrivastava · Sanyam Mehta · Daniel Geng · Andrew Owens
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3202
Bridging the Distribution Gap to Harness Pretrained Diffusion Priors for Super-Resolution
In Poster Session 1 Pavilion 4
JoonKyu Park · Kyoung Mu Lee
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#211
Evaluating GFlowNet from partial episodes for stable and flexible policy-based training
In Poster Session 1 Pavilion 3
Puhua Niu ⋅ Shili Wu ⋅ Xiaoning Qian
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#210
Score-Based Density Estimation from Pairwise Comparisons
In Poster Session 1 Pavilion 3
Petrus Mikkola ⋅ Luigi Acerbi ⋅ Arto Klami
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3203
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head
In Poster Session 1 Pavilion 4
Kewei Zhang · Ye Huang · Yufan Deng · Jincheng YU · Junsong Chen · Huan Ling · Enze Xie · Zhou Daquan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3204
FlashWorld: High-quality 3D Scene Generation within Seconds
In Poster Session 1 Pavilion 4
Xinyang Li · Tengfei Wang · Zixiao Gu · Shengchuan Zhang · Chunchao Guo · Liujuan Cao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#209
RNE: plug-and-play diffusion inference-time control and energy-based training
In Poster Session 1 Pavilion 3
Jiajun He · José Miguel Hernández Lobato · Yuanqi Du · Francisco Vargas
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3811
Video-As-Prompt: Unified Semantic Control for Video Generation
In Poster Session 1 Pavilion 4
Yuxuan Bian ⋅ Xin Chen ⋅ Zenan Li ⋅ Tiancheng Zhi ⋅ Shen Sang ⋅ Linjie Luo ⋅ Qiang Xu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#208
Scalable Random Wavelet Features: Efficient Non-Stationary Kernel Approximation with Convergence Guarantees
In Poster Session 1 Pavilion 3
Sawan Kumar ⋅ Souvik Chakraborty
[ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3205
Faster Diffusion Through Temporal Attention Decomposition
In Poster Session 1 Pavilion 4
Haozhe Liu · Wentian Zhang · Jinheng Xie · Francesco Faccio · Mengmeng Xu · Tao Xiang · Mike Zheng Shou · Juan-Manuel Perez-Rua · Jürgen Schmidhuber
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3206
Depth Anything 3: Recovering the Visual Space from Any Views
In Poster Session 1 Pavilion 4
Haotong Lin · Sili Chen · Jun Hao Liew · Donny Y. Chen · Zhenyu Li · Yang Zhao · Sida Peng · Hengkai Guo · Xiaowei Zhou · Guang Shi · Jiashi Feng · Bingyi Kang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#207
CLEAR: Calibrated Learning for Epistemic and Aleatoric Risk
In Poster Session 1 Pavilion 3
Ilia Azizi ⋅ Juraj Bodik ⋅ Jakob Michael Heiss ⋅ Bin Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#206
Amortising Inference and Meta-Learning Priors in Neural Networks
In Poster Session 1 Pavilion 3
Tommy Rochussen · Vincent Fortuin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#205
AI-for-Science Low-code Platform with Bayesian Adversarial Multi-Agent Framework
In Poster Session 1 Pavilion 3
Zihang Zeng · Jiaquan Zhang · Pengze Li · Yuan Qi · Xi Chen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3208
Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation
In Poster Session 1 Pavilion 4
Sherwin Bahmani ⋅ Tianchang Shen ⋅ Jiawei Ren ⋅ Jiahui Huang ⋅ Yifeng Jiang ⋅ Haithem Turki ⋅ Andrea Tagliasacchi ⋅ David Lindell ⋅ Zan Gojcic ⋅ Sanja Fidler ⋅ Huan Ling ⋅ Jun Gao ⋅ Xuanchi Ren
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3209
SesaHand: Enhancing 3D Hand Reconstruction via Controllable Generation with Semantic and Structural Alignment
In Poster Session 1 Pavilion 4
Zhuoran Zhao · Xianghao Kong · Linlin Yang · Zheng WEI · Pan Hui · Anyi Rao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#204
JAPAN: Joint Adaptive Prediction Areas with Normalising Flow
In Poster Session 1 Pavilion 3
Eshant English · Christoph Lippert
[ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#203
Temporal Test-Time Adaptation with State-Space Models
In Poster Session 1 Pavilion 3
Mona Schirmer · Dan Zhang · Eric Nalisnick
[ Poster] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3210
ShapeGen4D: Towards High Quality 4D Shape Generation from Videos
In Poster Session 1 Pavilion 4
Jiraphon Yenphraphai · Ashkan Mirzaei · Jianqi Chen · Jiaxu Zou · Sergey Tulyakov · Raymond A. Yeh · Peter Wonka · Chaoyang Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#202
Latent Geometry-Driven Network Automata for Complex Network Dismantling
In Poster Session 1 Pavilion 3
Thomas Adler ⋅ Marco Grassia ⋅ Ziheng Liao ⋅ Giuseppe Mangioni ⋅ Carlo Vittorio Cannistraci
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3211
SurfSplat: Conquering Feedforward 2D Gaussian Splatting with Surface Continuity Priors
In Poster Session 1 Pavilion 4
Bing He · Jingnan Gao · Yunuo Chen · Ning Cao · Gang Chen · Zhengxue Cheng · Li Song · Wenjun Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3212
Radiometrically Consistent Gaussian Surfels for Inverse Rendering
In Poster Session 1 Pavilion 4
Kyu Beom Han · Jaeyoon Kim · Woo Jae Kim · Jinhwan Seo · Sung-eui Yoon
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#301
Sample Smart, Not Hard: Correctness-First Decoding for Better Reasoning in LLMs
In Poster Session 1 Pavilion 3
Xueyan Li · Guinan Su · Mrinmaya Sachan · Jonas Geiping
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3213
Dens3R: A Foundation Model for 3D Geometry Prediction
In Poster Session 1 Pavilion 4
Xianze Fang ⋅ Jingnan Gao ⋅ Zhe Wang ⋅ Zhuo Chen ⋅ Xingyu Ren ⋅ Jiangjing Lyu ⋅ Qiao-Mu Ren ⋅ Zhonglei Yang ⋅ Xiaokang Yang ⋅ Yichao Yan ⋅ chengfei lv
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#302
CoLA: Co-Calibrated Logit Adjustment for Long-Tailed Semi-Supervised Learning
In Poster Session 1 Pavilion 3
Qian Shao · Qiyuan Chen · Jiahe Chen · Zepeng Li · Qianqian Tang · Hongxia Xu · JIAN Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3215
Text-to-3D by Stitching a Multi-view Reconstruction Network to a Video Generator
In Poster Session 1 Pavilion 4
Hyojun Go · Dominik Narnhofer · Goutam Bhat · Prune Truong · Federico Tombari · Konrad Schindler
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#303
DAMR: Efficient and Adaptive Context-Aware Knowledge Graph Question Answering with LLM-Guided MCTS
In Poster Session 1 Pavilion 3
Yingxu Wang · Shiqi Fan · Mengzhu Wang · Siyang Gao · Chao Wang · nan yin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3216
Topology-Preserved Auto-regressive Mesh Generation in the Manner of Weaving Silk
In Poster Session 1 Pavilion 4
Gaochao Song · Zibo Zhao · Haohan Weng · Jingbo Zeng · Rongfei Jia · Shenghua Gao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#304
EIP: Weighted Ranking of LLMs by Quantifying Question Difficulty
In Poster Session 1 Pavilion 3
Xingjian Hu ⋅ Ziqian Zhang ⋅ Yue Huang ⋅ Kai Zhang ⋅ Ruoxi Chen ⋅ Yixin Liu ⋅ Qingsong Wen ⋅ Kaidi Xu ⋅ Xiangliang Zhang ⋅ Neil Gong ⋅ Lichao Sun
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#305
Noisy but Valid: Robust Statistical Evaluation of LLMs with Imperfect Judges
In Poster Session 1 Pavilion 3
Chen Feng · Minghe Shen · Ananth Balashankar · Carsten Gerner-Beuerle · Miguel Rodrigues
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3217
True Self-Supervised Novel View Synthesis is Transferable
In Poster Session 1 Pavilion 4
Thomas MItchel · Hyunwoo Ryu · Vincent Sitzmann
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#306
Train on Validation (ToV): Fast data selection with applications to fine-tuning
In Poster Session 1 Pavilion 3
Ayush Jain ⋅ Andrea Montanari ⋅ Eren Sasoglu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#307
Enhanced Generative Model Evaluation with Clipped Density and Coverage
In Poster Session 1 Pavilion 3
Nicolas Salvy ⋅ Hugues Talbot ⋅ Bertrand Thirion
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3318
AssetFormer: Modular 3D Assets Generation with Autoregressive Transformer
In Poster Session 1 Pavilion 4
Lingting Zhu · Shengju Qian · Haidi Fan · Jiayu Dong · Zhenchao Jin · SiweiZhou · Dong Gen · Xin Wang · Lequan Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3317
UniSplat: Unified Spatio-Temporal Fusion via 3D Latent Scaffolds for Dynamic Driving Scene Reconstruction
In Poster Session 1 Pavilion 4
Chen Shi · Shaoshuai Shi · Xiaoyang Lyu · Chunyang Liu · Kehua Sheng · Bo Zhang · Li Jiang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#308
Understanding the Robustness of Distributed Self-Supervised Learning Frameworks Against Non-IID Data
In Poster Session 1 Pavilion 3
Xuanyu Chen ⋅ Nan Yang ⋅ Shuai Wang ⋅ Dong Yuan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#309
Pretraining with hierarchical memories: separating long-tail and common knowledge
In Poster Session 1 Pavilion 3
Hadi Pouransari · David Grangier · C Thomas · Michael Kirchhof · Oncel Tuzel
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3316
$\pi^3$: Permutation-Equivariant Visual Geometry Learning
In Poster Session 1 Pavilion 4
Yifan Wang · Jianjun Zhou · Haoyi Zhu · Wenzheng Chang · Yang Zhou · Zizun Li · Junyi Chen · Jiangmiao Pang · Chunhua Shen · Tong He
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#310
SysMoBench: Evaluating AI on Formally Specifying Complex Real-World Systems
In Poster Session 1 Pavilion 3
Qian Cheng ⋅ Ruize Tang ⋅ Emilie Ma ⋅ Finn Hackett ⋅ Peiyang He ⋅ Yiming Su ⋅ Ivan Beschastnikh ⋅ Yu Huang ⋅ Xiaoxing Ma ⋅ Tianyin Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3315
LumiTex: Towards High-Fidelity PBR Texture Generation with Illumination Context
In Poster Session 1 Pavilion 4
Jingzhi Bao · Hongze CHEN · Lingting Zhu · Chenyu Liu · Runze Zhang · Keyang Luo · Zeyu HU · Weikai Chen · Yingda Yin · Xin Wang · Zehong Lin · Jun Zhang · Xiaoguang Han
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#311
Soft Quality-Diversity Optimization
In Poster Session 1 Pavilion 3
Saeed Hedayatian · Stefanos Nikolaidis
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3314
Mono4DGS-HDR: High Dynamic Range 4D Gaussian Splatting from Alternating-exposure Monocular Videos
In Poster Session 1 Pavilion 4
Jinfeng Liu · Lingtong Kong · Mi Zhou · Jinwei Chen · Dan Xu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3313
DA$^{2}$: Depth Anything in Any Direction
In Poster Session 1 Pavilion 4
Haodong Li · Wangguandong Zheng · Jing He · Yuhao LIU · Xin Lin · Xin Yang · YINGCONG CHEN · Chunchao Guo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3312
STVG-R1: Incentivizing Instance-Level Reasoning and Grounding in Videos via Reinforcement Learning
In Poster Session 1 Pavilion 4
Xiaowen Zhang · Zhi Gao · Licheng Jiao · Lingling Li · Qing Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#313
VideoJudge: Bootstrapping Enables Scalable Supervision of MLLM-as-a-Judge for Video Understanding
In Poster Session 1 Pavilion 3
Abdul Waheed · Zhen Wu · Dareen Alharthi · Seungone Kim · Bhiksha Raj
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#314
Random-projection ensemble dimension reduction
In Poster Session 1 Pavilion 3
Wenxing Zhou ⋅ Timothy Cannings
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3311
GuirlVG: Incentivize GUI Visual Grounding via Empirical Exploration on Reinforcement Learning
In Poster Session 1 Pavilion 4
Weitai Kang · Bin Lei · Gaowen Liu · Caiwen Ding · Yan Yan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#315
Entropic Confinement and Mode Connectivity in Overparameterized Neural Networks
In Poster Session 1 Pavilion 3
Luca Di Carlo · Chase Goddard · David J Schwab
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3310
THEMIS: Towards Holistic Evaluation of MLLMs for Scientific Paper Fraud Forensics
In Poster Session 1 Pavilion 4
Tzu-Yen Ma ⋅ Bo Zhang ⋅ Zichen Tang ⋅ Junpeng Ding ⋅ Haolin Tian ⋅ Yuanze Li ⋅ Zhuodi Hao ⋅ Zixin Ding ⋅ Zirui Wang ⋅ Xinyu Yu ⋅ Shiyao Peng ⋅ Yizhuo Zhao ⋅ Ruomeng Jiang ⋅ Yiling Huang ⋅ Peizhi Zhao ⋅ Jiayuan Chen ⋅ Weisheng Tan ⋅ Haocheng Gao ⋅ Yang Liu ⋅ Jiacheng Liu ⋅ Zhongjun Yang ⋅ Jiayu Huang ⋅ Haihong E
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#316
Null-Space Filtering for Data-Free Continual Model Merging: Preserving Stability, Promoting Plasticity
In Poster Session 1 Pavilion 3
Zihuan Qiu ⋅ Lei Wang ⋅ Yang Cao ⋅ Runtong ZHANG ⋅ Bing Su ⋅ Yi Xu ⋅ Fanman Meng ⋅ Linfeng Xu ⋅ Qingbo Wu ⋅ Hongliang Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3309
MMDuet2: Enhancing Proactive Interaction of Video MLLMs with Multi-Turn Reinforcement Learning
In Poster Session 1 Pavilion 4
Yueqian Wang · Songxiang Liu · Disong Wang · Nuo Xu · Guanglu Wan · Huishuai Zhang · Dongyan Zhao
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#317
LMask: Learn to Solve Constrained Routing Problems with Lazy Masking
In Poster Session 1 Pavilion 3
Tianyou Li · Haijun Zou · JIAYUAN WU · Zaiwen Wen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3308
VLM-SubtleBench: How Far Are VLMs from Human-Level Subtle Comparative Reasoning?
In Poster Session 1 Pavilion 4
Minkyu Kim · Sangheon Lee · Dongmin Park
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#318
Deft Scheduling of Dynamic Cloud Workflows with Varying Deadlines via Mixture-of-Experts
In Poster Session 1 Pavilion 3
Ya Shen · Gang Chen · Hui Ma · Mengjie Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3307
Unlocking the Essence of Beauty: Advanced Aesthetic Reasoning with Relative-Absolute Policy Optimization
In Poster Session 1 Pavilion 4
Boyang Liu · Yifan Hu · Senjie Jin · Shihan Dou · Gonglei Shi · Jie Shao · Tao Gui · Xuanjing Huang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3306
Rethinking Radiology Report Generation: From Narrative Flow to Topic-Guided Findings
In Poster Session 1 Pavilion 4
Sheng Cheng · Devika Subramanian
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#319
CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design
In Poster Session 1 Pavilion 3
Ziyao Huang ⋅ Weiwei Wu ⋅ Kui Wu ⋅ Wei-Bin Lee ⋅ Jianping Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3305
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
In Poster Session 1 Pavilion 4
Mingyang Song · Haoyu Sun · Jiawei Gu · Linjie Li · Ranjay Krishna · Yu Cheng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#320
Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation
In Poster Session 1 Pavilion 3
Chengbing Wang · Yang Zhang · Wenjie Wang · Xiaoyan Zhao · Fuli Feng · Xiangnan He · Tat-Seng Chua
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3304
IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment
In Poster Session 1 Pavilion 4
Yinan Chen · Jiangning Zhang · Teng Hu · Yuxiang Zeng · Zhucun Xue · Qingdong He · Chengjie Wang · Yong Liu · Xiaobin Hu · Shuicheng YAN
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#321
SIPDO: Closed-Loop Prompt Optimization via Synthetic Data Feedback
In Poster Session 1 Pavilion 3
Yaoning Yu · Ye Yu · Peiyan Zhang · Kai Wei · Haojing Luo · Haohan Wang
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#322
Large Language Model Compression with Global Rank and Sparsity Optimization
In Poster Session 1 Pavilion 3
Changhai Zhou ⋅ Qian Qiao ⋅ Yuhua Zhou ⋅ Yuxin Wu ⋅ Shichao Weng ⋅ WEIZHONG ZHANG ⋅ Cheng Jin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3303
Vid-LLM: A Compact Video-based 3D Multimodal LLM with Reconstruction–Reasoning Synergy
In Poster Session 1 Pavilion 4
Haijier Chen · Bo Xu · Shoujian zhang · Haoze Liu · Jiaxuan Lin · Jingrong Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3302
Threading Keyframe with Narratives: MLLMs as Strong Long Video Comprehenders
In Poster Session 1 Pavilion 4
Bo Fang · YuXin Song · Haoyuan Sun · Qiangqiang Wu · Wenhao Wu · Antoni Chan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#220
Lifelong Learning with Behavior Consolidation for Vehicle Routing
In Poster Session 1 Pavilion 3
Jiyuan Pei ⋅ Yi Mei ⋅ Jialin Liu ⋅ Mengjie Zhang ⋅ Xin Yao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3301
Culture In a Frame: C$^3$B as a Comic-Based Benchmark for Multimodal Culturally Awareness
In Poster Session 1 Pavilion 4
Yuchen Song · Andong Chen · Wenxin Zhu · Kehai Chen · Xuefeng Bai · Muyun Yang · Tiejun Zhao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#324
Align-SAM: Seeking Flatter Minima for Better Cross-Subset Alignment
In Poster Session 1 Pavilion 3
Van-Anh Nguyen · Mehrtash Harandi · Thanh-Toan Do · Linh Ngo Van · Dinh Phung · Trung Le
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3401
MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding
In Poster Session 1 Pavilion 4
Xin Jin · Siyuan Li · Siyong Jian · Kai Yu · Huan Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#424
Scalable and Adaptive Trust-Region Learning via Projection Convex Hull
In Poster Session 1 Pavilion 3
Hongyang Jia · Qingchun Hou · Bojun Du · Xiao Cai · Ning Zhang · Chongqing Kang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3402
Cat-PO: Cross-modal Adaptive Token-rewards for Preference Optimization in Truthful Multimodal LLMs
In Poster Session 1 Pavilion 4
Zhixiao Zheng · Zheren Fu · Zhiyuan Yao · Dongming Zhang · Zhendong Mao
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#423
FrontierCO: Real-World and Large-Scale Evaluation of Machine Learning Solvers for Combinatorial Optimization
In Poster Session 1 Pavilion 3
Shengyu Feng ⋅ Weiwei Sun ⋅ Shanda Li ⋅ Ameet Talwalkar ⋅ Yiming Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#422
Towards Dynamic Interleaving Optimizers
In Poster Session 1 Pavilion 3
Yile Chen ⋅ Zeyi Wen ⋅ Jian Chen ⋅ Jin Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5213
Task-Aware Data Selection via Proxy-Label Enhanced Distribution Matching for LLM Finetuning
In Poster Session 1 Pavilion 4
Hao Cheng ⋅ Rui Zhang ⋅ Ling Li ⋅ Na Di ⋅ Jiaheng Wei ⋅ Zhaowei Zhu ⋅ Bo Han
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3403
TimeSearch-R: Adaptive Temporal Search for Long-Form Video Understanding via Self-Verification Reinforcement Learning
In Poster Session 1 Pavilion 4
Junwen Pan · Qizhe Zhang · Rui Zhang · Ming Lu · Xin Wan · Yuan Zhang · Chang Liu · Qi She
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#421
Native Adaptive Solution Expansion for Diffusion-based Combinatorial Optimization
In Poster Session 1 Pavilion 3
Yu Wang · Yang Li · Jiale Ma · Junchi Yan · Yi Chang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3404
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence
In Poster Session 1 Pavilion 4
Sihan Yang · Runsen Xu · Yiman Xie · Sizhe Yang · Mo Li · Jingli Lin · Chenming Zhu · Xiaochen Chen · Haodong Duan · Xiangyu Yue · Dahua Lin · Tai Wang · Jiangmiao Pang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3405
Dynamic Reflections: Probing Video Representations with Text Alignment
In Poster Session 1 Pavilion 4
Maks Ovsjanikov · Viorica Patraucean · Leonidas Guibas · Tyler Zhu · Tengda Han
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#420
A Convergence Analysis of Adaptive Optimizers under Floating-point Quantization
In Poster Session 1 Pavilion 3
Xuan Tang ⋅ Jichu Li ⋅ Difan Zou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3406
GHOST: Hallucination-Inducing Image Generation for Multimodal LLMs
In Poster Session 1 Pavilion 4
Aryan Yazdan Parast ⋅ Parsa Hosseini ⋅ Hesam Asadollahzadeh ⋅ Arshia Soltani Moakhar ⋅ Basim Azam ⋅ Soheil Feizi ⋅ NAVEED AKHTAR
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#419
DISK: Differentiable Sparse Kernel Complex for Efficient Spatially-Variant Convolution
In Poster Session 1 Pavilion 3
Zhizhen Wu ⋅ Zhe Cao ⋅ Yuchi Huo
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#418
Derandomized Online-to-Non-convex Conversion for Stochastic Weakly Convex Optimization
In Poster Session 1 Pavilion 3
Fanfan Ji · Xiaotong Yuan
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3407
Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning
In Poster Session 1 Pavilion 4
Jingqi Tong ⋅ Jixin Tang ⋅ Hangcheng Li ⋅ Yurong Mou ⋅ Ming Zhang ⋅ Jun Zhao ⋅ Yanbo Wen ⋅ Fan Song ⋅ Jiahao Zhan ⋅ Yuyang Lu ⋅ Chaoran Tao ⋅ Zhiyuan Guo ⋅ Jizhou Yu ⋅ Tianhao Cheng ⋅ Zhiheng Xi ⋅ Changhao Jiang ⋅ Zhangyue Yin ⋅ Yining Zheng ⋅ Weifeng Ge ⋅ Guanhua Chen ⋅ Tao Gui ⋅ Xipeng Qiu ⋅ Qi Zhang ⋅ Xuanjing Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3408
Text2Arch: A Dataset for Generating Scientific Architecture Diagrams from Natural Language Descriptions
In Poster Session 1 Pavilion 4
Shivank Garg ⋅ Sankalp Mittal ⋅ Manish Gupta
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#417
A Block Coordinate Descent Method for Nonsmooth Composite Optimization under Orthogonality Constraints
In Poster Session 1 Pavilion 3
Ganzhao Yuan
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3409
Rex-Thinker: Grounded Object Referring via Chain-of-Thought Reasoning
In Poster Session 1 Pavilion 4
Qing Jiang · Xingyu Chen · Zhaoyang Zeng · Junzhi Yu · Lei Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#415
Riemannian Optimization on Relaxed Indicator Matrix Manifold
In Poster Session 1 Pavilion 3
Jh Yuan · Xie Fangyuan · Feiping Nie · Xuelong Li
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3410
Spotlight on Token Perception for Multimodal Reinforcement Learning
In Poster Session 1 Pavilion 4
Siyuan Huang · Xiaoye Qu · Yafu Li · Yun Luo · Zefeng He · Daizong Liu · Yu Cheng
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#414
Provably Accelerated Imaging with Restarted Inertia and Score-based Image Priors
In Poster Session 1 Pavilion 3
Marien Renaud · Julien Hermant · Deliang Wei · Yu Sun
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3411
OmniSTVG: Toward Spatio-Temporal Omni-Object Video Grounding
In Poster Session 1 Pavilion 4
Jiali Yao · Xin Gu · Xinran Deng · Mengrui Dai · Bing Fan · Zhipeng Zhang · Yan Huang · Heng Fan · Libo Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3412
GOT-Edit: Geometry-Aware Generic Object Tracking via Online Model Editing
In Poster Session 1 Pavilion 4
Shih-Fang Chen · Jun-Cheng Chen · I-Hong Jhuo · Yen-Yu Lin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#413
Online Inventory Optimization in Non-Stationary Environment
In Poster Session 1 Pavilion 3
Koji Ichikawa ⋅ Kei Takemura ⋅ Tatsuya Matsuoka
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3413
Endowing GPT-4 with a Humanoid Body: Building the Bridge Between Off-the-Shelf VLMs and the Physical World
In Poster Session 1 Pavilion 4
Yingzhao Jian · Zhongan Wang · Yi Yang · Hehe Fan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#702
SiMO: Single-Modality-Operable Multimodal Collaborative Perception
In Poster Session 1 Pavilion 3
Jiageng Wen ⋅ Shengjie Zhao ⋅ Bing Li ⋅ Jiafeng Huang ⋅ Kenan Ye ⋅ Hao Deng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3414
Midway Network: Learning Representations for Recognition and Motion from Latent Dynamics
In Poster Session 1 Pavilion 4
Christopher Hoang · Mengye Ren
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#411
Proximal Diffusion Neural Sampler
In Poster Session 1 Pavilion 3
Wei Guo · Jaemoo Choi · Yuchen Zhu · Molei Tao · Yongxin Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#410
Riemannian Zeroth-Order Gradient Estimation with Structure-Preserving Metrics for Geodesically Incomplete Manifolds
In Poster Session 1 Pavilion 3
Shaocong Ma · Heng Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3415
Discrete Diffusion for Reflective Vision-Language-Action Models in Autonomous Driving
In Poster Session 1 Pavilion 4
Pengxiang Li · Yinan Zheng · Yue Wang · Huimin Wang · Hang Zhao · Jingjing Liu · Xianyuan Zhan · Kun Zhan · XianPeng Lang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#409
Local Entropy Search over Descent Sequences for Bayesian Optimization
In Poster Session 1 Pavilion 3
David Stenger ⋅ Armin Lindicke ⋅ Alexander von Rohr ⋅ Sebastian Trimpe
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3416
Unleashing Perception-Time Scaling to Multimodal Reasoning Models
In Poster Session 1 Pavilion 4
Yifan Li · Zhenghao Chen · Ziheng Wu · Kun Zhou · Ruipu Luo · Can Zhang · Zhentao he · Yufei Zhan · Xin Zhao · Minghui Qiu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3417
VideoMathQA: Benchmarking Mathematical Reasoning via Multimodal Understanding in Video
In Poster Session 1 Pavilion 4
Hanoona Rasheed ⋅ Abdelrahman Shaker ⋅ Anqi Tang ⋅ Muhammad Maaz ⋅ Ming-Hsuan Yang ⋅ Salman Khan ⋅ Fahad Khan
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#408
LLM-Guided Evolutionary Program Synthesis for Quasi-Monte Carlo Design
In Poster Session 1 Pavilion 3
Amir Sadikov
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#407
Error Feedback for Muon and Friends
In Poster Session 1 Pavilion 3
Kaja Gruntkowska · Alexander Gaponov · Zhirayr Tovmasyan · Peter Richtarik
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3418
AC-Foley: Reference-Audio-Guided Video-to-Audio Synthesis with Acoustic Transfer
In Poster Session 1 Pavilion 4
Pengjun Fang · Yingqing He · Yazhou Xing · Qifeng Chen · Ser-Nam Lim · Harry Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3518
A.I.R.: Enabling Adaptive, Iterative, and Reasoning-based Frame Selection For Video Question Answering
In Poster Session 1 Pavilion 4
Yuanhao Zou · Shengji Jin · Andong Deng · Youpeng Zhao · Jun Wang · Chen Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#406
Byzantine-Robust Federated Learning with Learnable Aggregation Weights
In Poster Session 1 Pavilion 3
Javad Parsa ⋅ Amir Daghestani ⋅ André M. H. Teixeira ⋅ Mikael Johansson
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3517
VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learning
In Poster Session 1 Pavilion 4
Yuqi Liu ⋅ Tianyuan Qu ⋅ Zhisheng Zhong ⋅ Bohao PENG ⋅ Shu Liu ⋅ Bei Yu ⋅ Jiaya Jia
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3516
Unified Multi-Modal Interactive and Reactive 3D Motion Generation via Rectified Flow
In Poster Session 1 Pavilion 4
Prerit Gupta ⋅ Shourya Verma ⋅ Ananth Grama ⋅ Aniket Bera
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#403
Composite Optimization with Error Feedback: the Dual Averaging Approach
In Poster Session 1 Pavilion 3
Yuan Gao · Anton Rodomanov · Jeremy Rack · Sebastian Stich
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3515
SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery
In Poster Session 1 Pavilion 4
Lorenzo Caselli ⋅ Marco Mistretta ⋅ Simone Magistri ⋅ Andrew Bagdanov
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#402
The Potential of Second-Order Optimization for LLMs: A Study with Full Gauss-Newton
In Poster Session 1 Pavilion 3
Natalie Abreu · Nikhil Vyas · Sham Kakade · Depen Morwani
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3514
Revisual-R1: Advancing Multimodal Reasoning From Optimized Cold Start to Staged Reinforcement Learning
In Poster Session 1 Pavilion 4
Shuang Chen · Hangyu Guo · Zhaochen Su · Yafu Li · Jiacheng Chen · Yulun Wu · Weijie Wang · ZhiYuan Feng · Xiaoye Qu · Yu Cheng
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#401
Beyond Outliers: A Study of Optimizers Under Quantization
In Poster Session 1 Pavilion 3
Georgios Vlassis · Saleh Ashkboos · Alexandra Volkova · Torsten Hoefler · Dan Alistarh
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3513
CubeBench: Diagnosing Interactive, Long-Horizon Physical Intelligence under Partial Observations
In Poster Session 1 Pavilion 4
Huan-ang Gao · Zikang Zhang · Tianwei Luo · Kaisen Yang · Xinzhe Juan · Jiahao Qiu · Tianxing Chen · Bingxiang He · Hao Zhao · Hao Zhou · Shilong Liu · Mengdi Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#501
Improved $\ell_{p}$ Regression via Iteratively Reweighted Least Squares
In Poster Session 1 Pavilion 3
Alina Ene · Ta Duy Nguyen · Adrian Vladu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3512
MergeTune: Continued Fine-Tuning of Vision-Language Models
In Poster Session 1 Pavilion 4
Wenqing Wang ⋅ Da Li ⋅ Xiatian Zhu ⋅ Josef Kittler
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3511
IndicVisionBench: Benchmarking Cultural and Multilingual Understanding in VLMs
In Poster Session 1 Pavilion 4
Ali Faraz ⋅ Akash ⋅ Shaharukh Khan ⋅ Raja Kolla ⋅ Akshat Patidar ⋅ Suranjan Goswami ⋅ Abhinav Ravi ⋅ Chandra Khatri ⋅ Shubham Agarwal
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#502
Unveiling the Basin-Like Loss Landscape in Large Language Models
In Poster Session 1 Pavilion 3
Huanran Chen · Zeming Wei · Yao Huang · Yichi Zhang · Yinpeng Dong · Jun Zhu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#503
Layerwise Federated Learning for Heterogeneous Quantum Clients using Quorus
In Poster Session 1 Pavilion 3
Jason Han ⋅ Nicholas DiBrita ⋅ Daniel Leeds ⋅ Jianqiang Li ⋅ Jason Ludmir ⋅ Tirthak Patel
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3510
Self-Evolving Vision-Language Models for Image Quality Assessment via Voting and Ranking
In Poster Session 1 Pavilion 4
Wen Wen · Tianwu Zhi · Kanglong Fan · Yang Li · Xinge Peng · Yabin ZHANG · Yiting Liao · Junlin Li · Li zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3509
VisualPRM400K: An Effective Dataset for Training Multimodal Process Reward Models
In Poster Session 1 Pavilion 4
Weiyun Wang · Zhangwei Gao · Lianjie Chen · Zhe Chen · Jinguo Zhu · Xiangyu Zhao · Yangzhou Liu · Yue Cao · Shenglong Ye · Xizhou Zhu · Lewei Lu · Haodong Duan · Yu Qiao · Jifeng Dai · Wenhai Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#504
Towards Efficient Optimizer Design for LLM via Structured Fisher Approximation with a Low-Rank Extension
In Poster Session 1 Pavilion 3
Wenbo Gong ⋅ Meyer Scetbon ⋅ Chao Ma ⋅ Edward Meeds
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#505
HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization
In Poster Session 1 Pavilion 3
Hongzheng Chen ⋅ Yingheng Wang ⋅ Yaohui Cai ⋅ Hins Hu ⋅ Jiajie Li ⋅ Shirley Huang ⋅ Chenhui Deng ⋅ Rongjian Liang ⋅ Shufeng Kong ⋅ Haoxing Ren ⋅ Samitha Samaranayake ⋅ Carla Gomes ⋅ Zhiru Zhang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3508
MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs
In Poster Session 1 Pavilion 4
Sixun Dong · Juhua Hu · Mian Zhang · Ming Yin · Yanjie Fu · Qi Qian
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3507
Memento: Toward an All-Day Proactive Assistant for Ultra-Long Streaming Video
In Poster Session 1 Pavilion 4
Hongxiang Jiang · Zengrui Ge · Guo Chen · Qixiong Wang · Jile Jiao · Xuetao Feng · Yuan Wang · Yan Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#506
vCache: Verified Semantic Prompt Caching
In Poster Session 1 Pavilion 3
Luis Gaspar Schroeder ⋅ Aditya Desai ⋅ Alejandro Cuadron Lafuente ⋅ Kyle Chu ⋅ Shu Liu ⋅ Mark Zhao ⋅ Stephan Krusche ⋅ Alfons Kemper ⋅ Matei Zaharia ⋅ Joseph E Gonzalez
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3506
CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally
In Poster Session 1 Pavilion 4
Darina Koishigarina · Arnas Uselis · Seong Joon Oh
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#507
KBVQ-MoE: KLT-guided SVD with Bias-Corrected Vector Quantization for MoE Large Language Models
In Poster Session 1 Pavilion 3
Zukang Xu · Zhixiong Zhao · Xing Hu · Zhixuan Chen · Dawei Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3505
Reasoning as Representation: Rethinking Visual Reinforcement Learning in Image Quality Assessment
In Poster Session 1 Pavilion 4
Shijie Zhao · Xuanyu Zhang · Weiqi Li · Junlin Li · Li zhang · Tianfan Xue · Jian Zhang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#508
Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning
In Poster Session 1 Pavilion 3
Nikhil Shivakumar Nayak ⋅ Krishnateja Killamsetty ⋅ Ligong Han ⋅ Abhishek Bhandwaldar ⋅ Prateek Chanda ⋅ Kai Xu ⋅ Oleg Silkin ⋅ Mustafa Eyceoz ⋅ Hao Wang ⋅ Aldo Pareja ⋅ Akash Srivastava
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3504
QLIP: A Dynamic Quadtree Vision Prior Enhances MLLM Performance Without Retraining
In Poster Session 1 Pavilion 4
Kyle Chickering · Bangzheng Li · Muhao Chen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#509
PERK: Long-Context Reasoning as Parameter-Efficient Test-Time Learning
In Poster Session 1 Pavilion 3
Zeming Chen ⋅ Angelika Romanou ⋅ Gail Weiss ⋅ Antoine Bosselut
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3503
U-MARVEL: Unveiling Key Factors for Universal Multimodal Retrieval via Embedding Learning with MLLMs
In Poster Session 1 Pavilion 4
Xiaojie Li ⋅ Chu Li ⋅ Shi-Zhe Chen ⋅ Xi Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#510
Adaptive Nonlinear Compression for Large Foundation Models
In Poster Session 1 Pavilion 3
Liang Xu · Shufan Shen · Qingming Huang · Yao Zhu · Xiangyang Ji · Shuhui Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3502
Efficient Multimodal Spatial Reasoning via Dynamic and Asymmetric Routing
In Poster Session 1 Pavilion 4
Yixian Shen ⋅ Qi Bi ⋅ Zihan Wang ⋅ Zhiheng Yang ⋅ Changshuo Wang ⋅ Zhi Zhang ⋅ Prayag Tiwari ⋅ Andy Pimentel ⋅ Anuj Pathania
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#511
Alignment-Enhanced Integration of Connectivity and Spectral Sparsity in Dynamic Sparse Training of LLM
In Poster Session 1 Pavilion 3
Wenjing Wu ⋅ Yingtao Zhang ⋅ Jialin Zhao ⋅ Carlo Vittorio Cannistraci
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3501
UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation
In Poster Session 1 Pavilion 4
Zhengrong Yue · Haiyu Zhang · Xiangyu Zeng · Boyu Chen · Chenting Wang · Shaobin Zhuang · Lu Dong · Yi Wang · Limin Wang · Yali Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#512
Inference-Cost-Aware Dynamic Tree Construction for Efficient Inference in Large Language Models
In Poster Session 1 Pavilion 3
Yinrong Hong · Zhiquan Tan · Kai Hu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3601
SPR$^2$Q: Static Priority-based Rectifier Routing Quantization for Image Super-Resolution
In Poster Session 1 Pavilion 4
Jingwei Xin · Wenhao Li · Nannan Wang · Jie Li · Xinbo Gao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#513
UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs
In Poster Session 1 Pavilion 3
Hung-Yueh Chiang ⋅ Chi-Chih Chang ⋅ Yu-Chen Lu ⋅ Chien-Yu Lin ⋅ Kai-Chiang Wu ⋅ Mohamed Abdelfattah ⋅ Diana Marculescu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3602
Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?
In Poster Session 1 Pavilion 4
Pingyue Zhang · Zihan Huang · Yue Wang · Jieyu Zhang · Letian Xue · Zihan Wang · Qineng Wang · Keshigeyan Chandrasegaran · Ruohan Zhang · Yejin Choi · Ranjay Krishna · Jiajun Wu · Li Fei-Fei · Manling Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#514
Learning Dynamics of Logits Debiasing for Long-Tailed Semi-Supervised Learning
In Poster Session 1 Pavilion 3
Cheng Yue · Jiajun Zhang · Xiaohui Gao · Weiwei Xing · Zhanxing Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3603
Unveiling the Cognitive Compass: Theory-of-Mind–Guided Multimodal Emotion Reasoning
In Poster Session 1 Pavilion 4
Meng Luo · Bobo Li · Shanqing Xu · Shize Zhang · Qiuchan Chen · Menglu Han · Wenhao Chen · Yanxiang Huang · Hao (Scofield) Fei · Mong-Li Lee · Wynne Hsu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#515
Bridging Draft Policy Misalignment: Group Tree Optimization for Speculative Decoding
In Poster Session 1 Pavilion 3
Shijing Hu · Jingyang Li · Zhihui Lu · Pan Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#516
SliderQuant: Accurate Post-Training Quantization for LLMs
In Poster Session 1 Pavilion 3
Shigeng Wang · Chao Li · Yangyuxuan Kang · Jiawei Fan · Zhonghong Ou · Anbang Yao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#517
Lookup multivariate Kolmogorov-Arnold Networks
In Poster Session 1 Pavilion 3
Sergey Pozdnyakov · Philippe Schwaller
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3605
Enhancing Multi-Image Understanding through Delimiter Token Scaling
In Poster Session 1 Pavilion 4
Minyoung Lee ⋅ Yeji Park ⋅ Dongjun Hwang ⋅ Yejin Kim ⋅ Seong Joon Oh ⋅ Junsuk Choe
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#518
Reasoning with Sampling: Your Base Model is Smarter Than You Think
In Poster Session 1 Pavilion 3
Aayush Karan · Yilun Du
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3606
PIRN: Prototypical-based Intra-modal Reconstruction with Normality Communication for Multi-modal Anomaly Detection.
In Poster Session 1 Pavilion 4
Yiting Li · xulei yang · Jing Zhang · Sichao Tian · Jingyi Liao · Fayao Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4109
PromptHub: Enhancing Multi-Prompt Visual In-Context Learning with Locality-Aware Fusion, Concentration and Alignment
In Poster Session 1 Pavilion 4
Tianci Luo ⋅ Jinpeng Wang ⋅ Shiyu Qin ⋅ Niu Lian ⋅ Yan Feng ⋅ Bin Chen ⋅ Chun Yuan ⋅ Shu-Tao Xia
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#519
Rethinking Data Curation in LLM Training: Online Reweighting Offers Better Generalization than Offline Methods
In Poster Session 1 Pavilion 3
Wanru Zhao · Yihong Chen · Yuzhi Tang · Wentao Ma · Shengchao Hu · Xu Hu · Alex Iacob · Abhinav Mehrotra · Nic Lane
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3607
Better Together: Leveraging Unpaired Multimodal Data for Stronger Unimodal Models
In Poster Session 1 Pavilion 4
Sharut Gupta ⋅ Shobhita Sundaram ⋅ Chenyu Wang ⋅ Stefanie Jegelka ⋅ Phillip Isola
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3608
Linear Mechanisms for Spatiotemporal Reasoning in Vision Language Models
In Poster Session 1 Pavilion 4
Raphaela Kang ⋅ Hongqiao Chen ⋅ Georgia Gkioxari ⋅ Pietro Perona
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4910
A Comprehensive Information-Decomposition Analysis of Large Vision-Language Models
In Poster Session 1 Pavilion 4
Lixin Xiu ⋅ Xufang Luo ⋅ Hideki Nakayama
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#520
Test-Time Training Done Right
In Poster Session 1 Pavilion 3
Tianyuan Zhang · Sai Bi · Yicong Hong · Kai Zhang · Fujun Luan · Songlin Yang · Kalyan Sunkavalli · William Freeman · Hao Tan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3604
Achieving low-bit Muon through subspace preservation and grid quantization
In Poster Session 1 Pavilion 4
Huaijin Wu ⋅ Bingrui Li ⋅ Yebin Yang ⋅ Yi Tu ⋅ Zhanpeng Zhou ⋅ Jianfei Chen ⋅ Junchi Yan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#521
Visual Self-Refine: A Pixel-Guided Paradigm for Accurate Chart Parsing
In Poster Session 1 Pavilion 3
Jinsong Li · Xiaoyi Dong · Yuhang Zang · Yuhang Cao · Jiaqi Wang · Dahua Lin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3609
Exploring the Potential of Encoder-free Architectures in 3D LMMs
In Poster Session 1 Pavilion 4
Yiwen Tang · Ziyu Guo · Zhuhao Wang · Renrui Zhang · Qizhi Chen · Junli Liu · Delin Qu · Dong Wang · Bin Zhao · Xuelong Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3610
Supervised Fine-Tuning or Contrastive Learning? Towards Better Multimodal LLM Reranking
In Poster Session 1 Pavilion 4
Xin Zhang · Ziqi Dai · Mingxin Li · yanzhao zhang · Dingkun Long · Pengjun Xie · Meishan Zhang · Wenjie Li · Min Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#522
Rethinking Residual Errors in Compensation-based LLM Quantization
In Poster Session 1 Pavilion 3
Shuaiting Li · Juncan Deng · Kedong Xu · Rongtao Deng · Hong Gu · Minghan Jiang · Haibin Shen · Kejie Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#523
Quant-dLLM: Post-Training Extreme Low-Bit Quantization for Diffusion Large Language Models
In Poster Session 1 Pavilion 3
Tianao Zhang · Zhiteng Li · Xianglong Yan · Haotong Qin · Yong Guo · Yulun Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3611
Breaking the SFT Plateau: Multimodal Structured Reinforcement Learning for Chart-to-Code Generation
In Poster Session 1 Pavilion 4
Lei Chen · Xuanle Zhao · Zhixiong Zeng · Jing Huang · Liming Zheng · Yufeng Zhong · Lin Ma
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3612
Video-LevelGauge: Investigating Contextual Positional Bias in Video Language Models.
In Poster Session 1 Pavilion 4
Hou Xia · Zheren Fu · Fangcan Ling · Jiajun Li · Yi Tu · Zhendong Mao · Yongdong Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#524
Beyond Length: Quantifying Long-Range Information for Long-Context LLM Pretraining Data
In Poster Session 1 Pavilion 3
Haoran Deng · Yingyu Lin · Zhenghao Lin · Xiao Liu · Yizhou Sun · Yian Ma · Yeyun Gong
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3613
ImageDoctor: Diagnosing Text-to-Image Generation via Grounded Image Reasoning
In Poster Session 1 Pavilion 4
Yuxiang Guo · Jiang Liu · Ze Wang · Hao Chen · Ximeng Sun · Yang Zhao · Jialian Wu · Xiaodong Yu · Zicheng Liu · Emad Barsoum
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#525
CodeQuant: Unified Clustering and Quantization for Enhanced Outlier Smoothing in Low-Precision Mixture-of-Experts
In Poster Session 1 Pavilion 3
Xiangyang Yin · Xingyu Liu · Tianhua Xia · BO BAO · Vithursan Thangarasa · Valavan Manohararajah · Eric Sather · Sai Qian Zhang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#526
MoDr: Mixture-of-Depth-Recurrent Transformers for Test-Time Reasoning
In Poster Session 1 Pavilion 3
Xiaojing Zhang · Haifeng Wu · Gang He · Jiyang Shen · Bochen Lyu · Zhanxing Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3614
You Point, I Learn: Online Adaptation of Interactive Segmentation Models for Handling Distribution Shifts in Medical Imaging
In Poster Session 1 Pavilion 4
Wentian Xu · Ziyun Liang · Harry Anthony · Yasin Ibrahim · Felix Cohen · Guang Yang · Konstantinos Kamnitsas
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3615
Detective SAM: Adaptive AI-Image Forgery Localization
In Poster Session 1 Pavilion 4
Gert Lek ⋅ Nicolas van Schaik ⋅ Chaoyi Zhu ⋅ Pin-Yu Chen ⋅ Robert Birke ⋅ Lydia Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#626
Token-Guard: Towards Token-Level Hallucination Control via Self-Checking Decoding
In Poster Session 1 Pavilion 3
Yifan Zhu ⋅ 慧强 荣 ⋅ Haoran Luo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3616
Action-Guided Attention for Video Action Anticipation
In Poster Session 1 Pavilion 4
Tsung-Ming Tai · Sofia Casarin · Andrea Pilzer · Werner Nutt · Oswald Lanz
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#625
Remaining-data-free Machine Unlearning by Suppressing Sample Contribution
In Poster Session 1 Pavilion 3
Xinwen Cheng · Zhehao Huang · Wenxing Zhou · Zhengbao He · Ruikai Yang · Yingwen Wu · Xiaolin Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3617
GOLDILOCS: GENERAL OBJECT-LEVEL DETECTION AND LABELING OF CHANGES IN SCENES
In Poster Session 1 Pavilion 4
Almog Friedlander · Ariel Shamir · Ohad Fried
[ Poster]  [ OpenReview] 
Blog Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#624
Faster SVD via Accelerated Newton-Schulz Iteration
In Poster Session 1 Pavilion 3
Askar Tsyganov ⋅ Uliana Parkina ⋅ Ekaterina Grishina ⋅ Sergey Samsonov ⋅ Maxim Rakhuba
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3618
Steering and Rectifying Latent Representation Manifolds in Frozen Multi-modal LLMs for Video Anomaly Detection
In Poster Session 1 Pavilion 4
Zhaolin Cai · Fan Li · Huiyu Duan · Lijun He · Guangtao Zhai
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#623
Attend to the Active: Structure-Aware Dynamic Attention in LLMs for Compositional Instruction Following
In Poster Session 1 Pavilion 3
Fangrui Lv · Yulei Qin · Ruixin Hong · Jian Liang · Jinyang Wu · Ke Li · Xing Sun · Changshui Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3718
From Vicious to Virtuous Cycles: Synergistic Representation Learning for Unsupervised Video Object-Centric Learning
In Poster Session 1 Pavilion 4
Hyun Seok Seong · WonJun Moon · Jae-Pil Heo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#622
FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
In Poster Session 1 Pavilion 3
Guangda Liu · Chengwei Li · Zhenyu Ning · Jing Lin · Yiwu Yao · Danning Ke · Minyi Guo · Jieru Zhao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#621
Token Alignment Heads: Unveiling Attention's Role in LLM Multilingual Translation
In Poster Session 1 Pavilion 3
BINBIN LIU · Wenhan Han · Feng Chen · Yifan Zhang · Ping Guo · Haobin Lin · Bingni Zhang · Taifeng Wang · Yin Zheng
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3717
Unveiling Perceptual Artifacts: A Fine-Grained Benchmark for Interpretable AI-Generated Image Detection
In Poster Session 1 Pavilion 4
Yao Xiao · Weiyan Chen · Jiahao Chen · Zijie Cao · Weijian Deng · Binbin Yang · ZiYi Dong · Xiangyang Ji · Wei Ke · Pengxu Wei · Liang Lin
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3716
Fractional-Order Spiking Neural Network
In Poster Session 1 Pavilion 4
Chengjie Ge ⋅ Yufeng Peng ⋅ Zihao Li ⋅ Qiyu Kang ⋅ Xueyang Fu ⋅ Xuhao Li ⋅ Qixin ZHANG ⋅ Ren Junhao ⋅ Zheng-Jun Zha
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#620
Log-Linear Attention
In Poster Session 1 Pavilion 3
Guo · Songlin Yang · Tarushii Goel · Eric P Xing · Tri Dao · Yoon Kim
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3715
Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object Detection
In Poster Session 1 Pavilion 4
Tobias Riedlinger ⋅ Kira Maag ⋅ Hanno Gottschalk
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#618
xLSTM Scaling Laws: Competitive Performance with Linear Time-Complexity
In Poster Session 1 Pavilion 3
Maximilian Beck ⋅ Kajetan Schweighofer ⋅ Sebastian Böck ⋅ Sebastian Lehner ⋅ Sepp Hochreiter
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3714
Procedural Mistake Detection via Action Effect Modeling
In Poster Session 1 Pavilion 4
Wenliang Guo · Yujiang Pu · Yu Kong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3713
FedOpenMatch: Towards Semi-Supervised Federated Learning in Open-Set Environments
In Poster Session 1 Pavilion 4
Hongquan Liu · ChenyuGuo Guo · Yixin Ren · Jihong Guan · Shuigeng Zhou
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#617
LaplacianFormer:Rethinking Linear Attention with Laplacian Kernel
In Poster Session 1 Pavilion 3
Zhe Feng ⋅ Sen Lian ⋅ Changwei Wang ⋅ Muyang Zhang ⋅ Tianlong Tan ⋅ Rongtao Xu ⋅ Weiliang Meng ⋅ Xiaopeng Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3712
DVLA-RL: Dual-Level Vision–Language Alignment with Reinforcement Learning Gating for Few-Shot Learning
In Poster Session 1 Pavilion 4
Wenhao Li · Xianjing Meng · Qiangchang Wang · Zhongyi Han · Zhibin Wu · Yilong Yin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#616
InfLLM-V2: Dense-Sparse Switchable Attention for Seamless Short-to-Long Adaptation
In Poster Session 1 Pavilion 3
Weilin Zhao · Zihan Zhou · Zhou su · Chaojun Xiao · Yuxuan Li · Yanghao Li · Yudi Zhang · Weilun Zhao · Zhen Li · Yuxiang Huang · Ao Sun · Xu Han · Zhiyuan Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3711
Vulcan: Crafting Compact Class-Specific Vision Transformers For Edge Intelligence
In Poster Session 1 Pavilion 4
Ziteng Wei · Qiang He · Feifei Chen · Ranjie Duan · Xiaodan Li · Bin Li · YueFeng Chen · Hui Xue' · Hai Jin · Yun Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#615
QuoKA: Query-Oriented KV Selection for Efficient LLM Prefill
In Poster Session 1 Pavilion 3
Dalton Jones · Junyoung Park · Matthew Morse · Mingu Lee · Matthew Harper Langston · Christopher Lott
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3710
Personalized Feature Translation for Expression Recognition: An Efficient Source-Free Domain Adaptation Method
In Poster Session 1 Pavilion 4
Masoumeh Sharafi ⋅ Soufiane Belharbi ⋅ Muhammad Zeeshan ⋅ HOUSSEM Salem ⋅ Ali Etemad ⋅ Alessandro Lameiras Koerich ⋅ Marco Pedersoli ⋅ Simon L Bacon ⋅ Eric Granger
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#614
The Counting Power of Transformers
In Poster Session 1 Pavilion 3
Marco Sälzer ⋅ Chris Köcher ⋅ Alexander Kozachinskiy ⋅ Georg Zetzsche ⋅ Anthony W. Lin
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#613
Selective Rotary Position Embedding
In Poster Session 1 Pavilion 3
Sajad Movahedi · Timur Carstensen · Arshia Afzal · Frank Hutter · Antonio Orvieto · Volkan Cevher
[ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3709
CNN Interpretability with Multivector Tucker Saliency Maps for Self-Supervised Models
In Poster Session 1 Pavilion 4
Aymene Mohammed Bouayed · Samuel Deslauriers-gauthier · Adrian IACOVELLI · David Naccache
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3708
OmniText: A Training-Free Generalist for Controllable Text-Image Manipulation
In Poster Session 1 Pavilion 4
Agus Gunawan · Samuel Teodoro · Yun Chen · Soo Ye Kim · Jihyong Oh · Munchurl Kim
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#612
Critical attention scaling in long-context transformers
In Poster Session 1 Pavilion 3
Shi Chen · Zhengjiang Lin · Yury Polyanskiy · Philippe Rigollet
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3707
Seeing Through Words: Controlling Visual Retrieval Quality with Language Models
In Poster Session 1 Pavilion 4
Jianglin Lu · Simon Jenni · Kushal Kafle · Jing Shi · Handong Zhao · Yun Fu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#611
Emergent Discrete Controller Modules for Symbolic Planning in Transformers
In Poster Session 1 Pavilion 3
S M Rafiuddin ⋅ Muntaha Khan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3706
gen2seg: Generative Models Enable Generalizable Instance Segmentation
In Poster Session 1 Pavilion 4
Om Khangaonkar · Hamed Pirsiavash
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#610
Beyond Scattered Acceptance: Fast and Coherent Inference for DLMs via Longest Stable Prefixes
In Poster Session 1 Pavilion 3
Pengxiang Li · Jiayin Cai · Hongwei Xue · Kunyu Shi · Shilin Yan
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3705
Learning AND–OR Templates for Compositional Representation in Art and Design
In Poster Session 1 Pavilion 4
Liaoruxing Zhang · Xin Jin · Wenbo Yuan · ChenYu Fan · Song-Chun Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#609
Efficient Quantization of Mixture-of-Experts with Theoretical Generalization Guarantees
In Poster Session 1 Pavilion 3
Mohammed Nowaz Rabbani Chowdhury ⋅ Kaoutar El Maghraoui ⋅ Hsinyu Tsai ⋅ Naigang Wang ⋅ Geoffrey Burr ⋅ Liu Liu ⋅ Meng Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3704
Content-Aware Mamba for Learned Image Compression
In Poster Session 1 Pavilion 4
Yunuo Chen ⋅ Zezheng Lyu ⋅ Bing He ⋅ Hongwei Hu ⋅ Qi Wang ⋅ Yuan Tian ⋅ Li Song ⋅ Wenjun Zhang ⋅ Guo Lu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#607
SceneTransporter: Optimal Transport-Guided Compositional Latent Diffusion for Single-Image Structured 3D Scene Generation
In Poster Session 1 Pavilion 3
Ling Wang · Hao-Xiang Guo · Xinzhou Wang · Fuchun Sun · Kai Sun · Pengkun Liu · Hang Xiao · Zhong Wang · Guangyuan Fu · Eric Li · Yang Liu · Yikai Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3703
TAPTRv3: Spatial and Temporal Context Foster Robust Tracking of Any Point in Long Video
In Poster Session 1 Pavilion 4
Jinyuan Qu · Hongyang Li · Shilong Liu · Tianhe Ren · Zhaoyang Zeng · Lei Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3702
From Sparse to Dense: Spatio-Temporal Fusion for Multi-View 3D Human Pose Estimation with DenseWarper
In Poster Session 1 Pavilion 4
Ling Li · Changjie Chen · Yuyan Wang · Jiaqing Lyu · Kenglun Chang · Yiyun Chen · Zhidong Deng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#606
GenDR: Lighten Generative Detail Restoration
In Poster Session 1 Pavilion 3
Yan Wang · Shijie Zhao · Kexin Zhang · Junlin Li · Li zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3701
Rethinking Expressivity and Degradation-Awareness in Attention for All-in-One Blind Image Restoration
In Poster Session 1 Pavilion 4
Bin Ren · Runyi Yang · Qi Ma · Xu Zheng · Mengyuan Liu · Danda Pani Paudel · Luc Van Gool · Rita Cucchiara · Nicu Sebe
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#605
Doctor-R1: Mastering Clinical Inquiry with Experiential Agentic Reinforcement Learning
In Poster Session 1 Pavilion 3
Yung Hwei Lai · Kaiming Liu · Ziyue Wang · Weizhi Ma · Yang Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#604
On the Mechanisms of Collaborative Learning in VAE Recommenders
In Poster Session 1 Pavilion 3
Long Vuong · Julien Monteil · Hien Dang · Volodymyr Vaskovych · Trung Le · Vu Nguyen
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3801
Differentially Private Domain Discovery
In Poster Session 1 Pavilion 4
Vinod Raman · Travis Dick · Matthew Joseph
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3802
DPQuant: Efficient and Private Model Training via Dynamic Quantization Scheduling
In Poster Session 1 Pavilion 4
Yubo Gao · Renbo Tu · Gennady Pekhimenko · Nandita Vijaykumar
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#603
Quagmires in SFT-RL Post-Training: When High SFT Scores Mislead and What to Use Instead
In Poster Session 1 Pavilion 3
Feiyang Kang · Michael Kuchnik · Karthik Padthe · Marin Vlastelica · Ruoxi Jia · Carole-Jean Wu · Newsha Ardalani
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#602
Latent Stochastic Interpolants
In Poster Session 1 Pavilion 3
Saurabh Singh ⋅ Dmitry Lagun
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3803
Privacy Beyond Pixels: Latent Anonymization for Privacy-Preserving Video Understanding
In Poster Session 1 Pavilion 4
Joseph Fioresi · Ishan Rajendrakumar Dave · Mubarak Shah
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#601
Unveiling the Potential of Diffusion Large Language Model in Controllable Generation
In Poster Session 1 Pavilion 3
Zhen Xiong ⋅ Yujun Cai ⋅ Zhecheng Li ⋅ Yiwei Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3804
Privacy-Protected Causal Survival Analysis Under Distribution Shift
In Poster Session 1 Pavilion 4
Yi Liu ⋅ Alexander Levis ⋅ Ke Zhu ⋅ Shu Yang ⋅ Peter Gilbert ⋅ Larry Han
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#701
Carré du champ flow matching: better quality-generalisation tradeoff in generative models
In Poster Session 1 Pavilion 3
Jacob Bamberger · Iolo Jones · Dennis Duncan · Michael Bronstein · Pierre Vandergheynst · Adam Gosztolai
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3805
CIMemories: A Compositional Benchmark For Contextual Integrity In LLMs
In Poster Session 1 Pavilion 4
Niloofar Mireshghallah ⋅ Neal Mangaokar ⋅ Narine Kokhlikyan ⋅ Arman Zharmagambetov ⋅ Manzil Zaheer ⋅ Saeed Mahloujifar ⋅ Kamalika Chaudhuri
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3806
Reducing information dependency does not cause training data privacy. Adversarially non-robust features do.
In Poster Session 1 Pavilion 4
Rasmus Torp ⋅ Shailen Smith ⋅ Adam Breuer
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#703
Follow-Your-Preference: Towards Preference-Aligned Image Inpainting
In Poster Session 1 Pavilion 3
Yutao Shen · Junkun Yuan · Toru Aonishi · Hideki Nakayama · Jack Ma
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3807
VeriEquivBench: An Equivalence Score for Ground-Truth-Free Evaluation of Formally Verifiable Code
In Poster Session 1 Pavilion 4
Lingfei Zeng · Fengdi Che · Xuhan Huang · Fei Ye · Xu Xu · Binhang Yuan · Jie Fu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3808
Reliable Poisoned Sample Detection against Backdoor Attacks Enhanced by Sharpness Aware Minimization
In Poster Session 1 Pavilion 4
Mingda Zhang · Mingli Zhu · Zihao Zhu · Li Shen · Baoyuan Wu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#704
In Good GRACES: Principled Teacher Selection for Knowledge Distillation
In Poster Session 1 Pavilion 3
Abhishek Panigrahi ⋅ Bingbin Liu ⋅ Sadhika Malladi ⋅ Sham Kakade ⋅ Surbhi Goel
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#705
Flow of Spans: Generalizing Language Models to Dynamic Span-Vocabulary via GFlowNets
In Poster Session 1 Pavilion 3
Bo Xue · Yunchong Song · Fanghao Shao · Xuekai Zhu · Lin Chen · Luoyi Fu · Xinbing Wang · Zhouhan Lin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3809
Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs
In Poster Session 1 Pavilion 4
Eyal German ⋅ Sagiv Antebi ⋅ Daniel Samira ⋅ Asaf Shabtai ⋅ Yuval Elovici
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3810
General Exploratory Bonus for Optimistic Exploration in RLHF
In Poster Session 1 Pavilion 4
Wendi Li · Changdae Oh · Yixuan Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#707
Stage-wise Dynamics of Classifier-Free Guidance in Diffusion Models
In Poster Session 1 Pavilion 3
Cheng Jin · Qitan Shi · Yuantao Gu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#708
Motion-R1: Enhancing Motion Generation with Decomposed Chain-of-Thought and RL Binding
In Poster Session 1 Pavilion 3
Runqi Ouyang · Haoyun Li · Zhenyuan Zhang · Xiaofeng Wang · Zeyu Zhang · Zheng Zhu · Guan Huang · Sirui Han · Xingang Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3812
CAGE: A Framework for Culturally Adaptive Red-Teaming Benchmark Generation
In Poster Session 1 Pavilion 4
Chaeyun Kim · YongTaek Lim · Kihyun Kim · Junghwan Kim · Minwoo Kim
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3813
Optimizing Agent Planning for Security and Autonomy
In Poster Session 1 Pavilion 4
Aashish Kolluri ⋅ Rishi Sharma ⋅ Manuel Costa ⋅ Boris Köpf ⋅ Tobias Nießen ⋅ Mark Russinovich ⋅ Shruti Tople ⋅ Santiago Zanella-Beguelin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#709
Precise and Interpretable Editing of Code Knowledge in Large Language Models
In Poster Session 1 Pavilion 3
Min Xue · Nikolai Bolik · Lennart Stöpler · Erik Imgrund · Janik Schmid · Artur Andrzejak
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#710
Pixel-Level Residual Diffusion Transformer: Scalable 3D CT Volume Generation
In Poster Session 1 Pavilion 3
Zhenkai Zhang ⋅ Markus Hiller ⋅ Krista A. Ehinger ⋅ Tom Drummond
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3814
CoFact: Conformal Factuality Guarantees for Language Models under Covariate Shift
In Poster Session 1 Pavilion 4
Zirui Hu ⋅ Zheng Zhang ⋅ Yingjie Wang ⋅ Leszek Rutkowski ⋅ Dacheng Tao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#711
Learning to Parallel: Accelerating Diffusion Large Language Models via Learnable Parallel Decoding
In Poster Session 1 Pavilion 3
Wenrui Bao ⋅ Zhiben Chen ⋅ Dan Xu ⋅ Yuzhang Shang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3815
GAVEL: Towards Rule-Based Safety through Activation Monitoring
In Poster Session 1 Pavilion 4
Shir Rozenfeld ⋅ Rahul Pankajakshan ⋅ Itay Zloczower ⋅ Eyal Lenga ⋅ Gilad Gressel ⋅ Yisroel Mirsky
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3816
Concept-Aware Privacy Mechanisms for Defending Embedding Inversion Attacks
In Poster Session 1 Pavilion 4
Yu-Che Tsai · Hsiang Hsiao · Kuan-Yu Chen · Shou-De Lin
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3817
Multi-turn Evaluation of Anthropomorphic Behaviours in Large Language Models
In Poster Session 1 Pavilion 4
Lujain Ibrahim · Canfer Akbulut · Rasmi Elasmar · Charvi Rastogi · Minsuk Kahng · Meredith Morris · Kevin McKee · Verena Rieser · Murray Shanahan · Laura Weidinger
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#713
Generative Human Geometry Distribution
In Poster Session 1 Pavilion 3
Xiangjun Tang · Biao Zhang · Peter Wonka
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3818
Fewer Weights, More Problems: A Practical Attack on LLM Pruning
In Poster Session 1 Pavilion 4
Kazuki Egashira · Robin Staab · Thibaud Gloaguen · Mark Vero · Martin Vechev
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3918
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models
In Poster Session 1 Pavilion 4
(Andrew) Zhanke Zhou ⋅ Zhaocheng Zhu ⋅ Xuan Li ⋅ Mikhail Galkin ⋅ Xiao Feng ⋅ Sanmi Koyejo ⋅ Jian Tang ⋅ Bo Han
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#715
Diagnosing and Improving Diffusion Models by Estimating the Optimal Loss Value
In Poster Session 1 Pavilion 3
Yixian Xu · Shengjie Luo · Liwei Wang · Di He · Chang Liu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3917
TAO-Attack: Toward Advanced Optimization-Based Jailbreak Attacks for Large Language Models
In Poster Session 1 Pavilion 4
Zhi Xu · Jiaqi Li · Xiaotong Zhang · Hong Yu · Han Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3916
Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test
In Poster Session 1 Pavilion 4
Xiaoyuan Zhu · Yaowen Ye · Tianyi Qiu · Hanlin Zhu · Sijun Tan · Ajraf Mannan · Jonathan Michala · Raluca Popa · Willie Neiswanger
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#717
PonderLM: Pretraining Language Models to Ponder in Continuous Space
In Poster Session 1 Pavilion 3
Boyi Zeng · Shixiang Song · Siyuan Huang · Yixuan Wang · He Li · Ziwei He · Xinbing Wang · Zhiyu li · Zhouhan Lin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#718
Next-ToBE: Probabilistic Next Token-Bag Exploitation for Activating Anticipatory Capacity in LLMs
In Poster Session 1 Pavilion 3
Yihe Liu ⋅ Huibin Wang ⋅ Xianming Hu ⋅ Pinyi Zhang ⋅ Jiahao Xiong ⋅ Chenglin Wang ⋅ Nuoyi Chen ⋅ Hongbo Zhao ⋅ Jie Zhang ⋅ Kai Zhang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3915
Get RICH or Die Scaling: Profitably Trading Inference Compute for Robustness
In Poster Session 1 Pavilion 4
Tavish McDonald ⋅ Bo Lei ⋅ Stanislav Fort ⋅ Bhavya Kailkhura ⋅ Brian Bartoldson
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#719
Free Lunch for Stabilizing Rectified Flow Inversion
In Poster Session 1 Pavilion 3
Chenru Wang · Beier Zhu · Chi Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3914
Is it Thinking or Cheating? Detecting Implicit Reward Hacking by Measuring Reasoning Effort
In Poster Session 1 Pavilion 4
Xinpeng Wang · Nitish Joshi · Barbara Plank · Rico Angell · He He
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#720
REAL: Reading Out Transformer Activations for Precise Localization in Language Model Steering
In Poster Session 1 Pavilion 3
Li-Ming Zhan · Bo LIU · Yujie Feng · Chengqiang Xie · Jiannong Cao · Xiao-Ming Wu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3913
Robust LLM Unlearning via Post Judgment and Multi-round Thinking
In Poster Session 1 Pavilion 4
Xinrui Chen · Xu Cao · Jianhao Zhang · Pinlong Zhao · Di Gao · Ou Wu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#416
Antibody: Strengthening Defense Against Harmful Fine-Tuning for Large Language Models via Attenuating Harmful Gradient Influence
In Poster Session 1 Pavilion 3
Quoc Nguyen ⋅ Trung Le ⋅ Jing Wu ⋅ Anh Bui ⋅ Mehrtash Harandi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3912
Spilled Energy in Large Language Models
In Poster Session 1 Pavilion 4
Adrian Robert Minut ⋅ Hazem Dewidar ⋅ Iacopo Masi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#721
ES-dLLM: Efficient Inference for Diffusion Large Language Models by Early-Skipping
In Poster Session 1 Pavilion 3
Zijian Zhu · Fei Ren · Zhanhong Tan · Kaisheng Ma
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5006
Learning to Lie: Adversarial Attacks on Human-AI Teams and LLMs
In Poster Session 1 Pavilion 4
Abed K. Musaffar ⋅ Anand Gokhale ⋅ Sirui Zeng ⋅ Rasta Tadayontahmasebi ⋅ Xifeng Yan ⋅ Ambuj K Singh ⋅ Francesco Bullo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#722
Riemannian Variational Flow Matching for Material and Protein Design
In Poster Session 1 Pavilion 3
Olga Zaghen · Floor Eijkelboom · Alison Pouplin · Cong Liu · Max Welling · Jan-Willem van de Meent · Erik Bekkers
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3911
AbsTopK: Rethinking Sparse Autoencoders For Bidirectional Features
In Poster Session 1 Pavilion 4
Xudong Zhu ⋅ Mohammad Mahdi Khalili ⋅ Zhihui Zhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3910
ASIDE: Architectural Separation of Instructions and Data in Language Models
In Poster Session 1 Pavilion 4
Egor Zverev ⋅ Evgenii Kortukov ⋅ Alexander Panfilov ⋅ Alexandra Volkova ⋅ Soroush Tabesh ⋅ Sebastian Lapuschkin ⋅ Wojciech Samek ⋅ Christoph Lampert
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#723
Diffusion Blend: Inference-Time Multi-Preference Alignment for Diffusion Models
In Poster Session 1 Pavilion 3
Min Cheng · Fatemeh Doudi · Dileep Kalathil · Mohammad Ghavamzadeh · Panganamala Kumar
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#724
Cache-to-Cache: Direct Semantic Communication Between Large Language Models
In Poster Session 1 Pavilion 3
Tianyu Fu · Zihan Min · Hanling Zhang · Jichao Yan · Guohao Dai · Wanli Ouyang · Yu Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3909
Continual Unlearning for Text-to-Image Diffusion Models: A Regularization Perspective
In Poster Session 1 Pavilion 4
Justin Lee ⋅ Zheda Mai ⋅ Jinsu Yoo ⋅ Chongyu Fan ⋅ Cheng Zhang ⋅ Wei-Lun Chao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3908
Learning Dynamic Causal Graphs Under Parametric Uncertainty via Polynomial Chaos Expansions
In Poster Session 1 Pavilion 4
Liang Cao
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3907
MOLM: Mixture of LoRA Markers
In Poster Session 1 Pavilion 4
Samar Fares · Nurbek Tastan · Noor Hussein · Karthik Nandakumar
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#726
Rote Learning Considered Useful: Generalizing over Memorized Data in LLMs
In Poster Session 1 Pavilion 3
Qinyuan Wu · Soumi Das · Mahsa Amani · Bishwamittra Ghosh · Mohammad Aflah Khan · Krishna Gummadi · Muhammad Bilal Zafar
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#826
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models
In Poster Session 1 Pavilion 3
Yuchen Yan ⋅ Jin Jiang ⋅ Zhenbang Ren ⋅ Yijun Li ⋅ Xudong Cai ⋅ Yang Liu ⋅ Xin Xu ⋅ Mengdi Zhang ⋅ Jian Shao ⋅ Yongliang Shen ⋅ Jun Xiao ⋅ Yueting Zhuang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3906
Model Collapse Is Not a Bug but a Feature in Machine Unlearning for LLMs
In Poster Session 1 Pavilion 4
Yan Scholten · Sophie Xhonneux · Leo Schwinn · Stephan Günnemann
[ OpenReview] 
Blog Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3905
Dissecting Non-Determinism in Large Language Models
In Poster Session 1 Pavilion 4
Mateus da Silveira ⋅ Ronaldinho Vega Centeno Olivera ⋅ Alejandro Núñez Arroyo ⋅ Allan M. de Souza ⋅ JULIO DOS REIS
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#825
Improving Reasoning for Diffusion Language Models via Group Diffusion Policy Optimization
In Poster Session 1 Pavilion 3
Kevin Rojas · Jiahe Lin · Kashif Rasul · Anderson Schneider · Yuriy Nevmyvaka · Molei Tao · Wei Deng
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3904
Synthesising Counterfactual Explanations via Label-Conditional Gaussian Mixture Variational Autoencoders
In Poster Session 1 Pavilion 4
Junqi Jiang · Francesco Leofante · Antonio Rago · Francesca Toni
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#824
Scalable Energy-Based Models via Adversarial Training: Unifying Discrimination and Generation
In Poster Session 1 Pavilion 3
Xuwang Yin ⋅ Claire Zhang ⋅ Julie Steele ⋅ Nir Shavit ⋅ Tony Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3903
Debugging Concept Bottleneck Models through Removal and Retraining
In Poster Session 1 Pavilion 4
Eric Enouen ⋅ sainyam galhotra
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3902
ASGuard: Activation-Scaling Guard to Mitigate Targeted Jailbreaking Attack
In Poster Session 1 Pavilion 4
Yein Park ⋅ Jungwoo Park ⋅ Jaewoo Kang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#822
DRPO: Efficient Reasoning via Decoupled Reward Policy Optimization
In Poster Session 1 Pavilion 3
Gang Li ⋅ Yan Chen ⋅ Ming Lin ⋅ Tianbao Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#821
A Statistical Learning Perspective on Semi-dual Adversarial Neural Optimal Transport Solvers
In Poster Session 1 Pavilion 3
Roman Tarasov ⋅ Petr Mokrov ⋅ Milena Gazdieva ⋅ Evgeny Burnaev ⋅ Aleksandr Korotin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3901
What's In My Human Feedback? Learning Interpretable Descriptions of Preference Data
In Poster Session 1 Pavilion 4
Rajiv Movva · Smitha Milli · Sewon Min · Emma Pierson
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4001
LLMs Process Lists With General Filter Heads
In Poster Session 1 Pavilion 4
Arnab Sen Sharma ⋅ Giordano Rogers ⋅ Natalie Shapira ⋅ David Bau
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4002
From Concepts to Components: Concept-Agnostic Attention Module Discovery in Transformers
In Poster Session 1 Pavilion 4
Jingtong Su · Julia Kempe · Karen Ullrich
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#819
Time-To-Inconsistency: A Survival Analysis of Large Language Model Robustness to Adversarial Attacks
In Poster Session 1 Pavilion 3
Yubo Li ⋅ Ramayya Krishnan ⋅ Rema Padman
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4003
When Thinking Backfires: Mechanistic Insights into Reason-induced Misalignment
In Poster Session 1 Pavilion 4
Hanqi Yan · Hainiu Xu · Siya Qi · Shu Yang · Yulan He
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#818
UltraLLaDA: Scaling the Context Length to 128K for Diffusion Large Language Models
In Poster Session 1 Pavilion 3
Guangxin He · Shen Nie · Fengqi Zhu · Yuankang Zhao · Tianyi Bai · Ran Yan · Jie Fu · Chongxuan Li · Binhang Yuan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4004
Sparse Autoencoders Trained on the Same Data Learn Different Features
In Poster Session 1 Pavilion 4
Gonçalo Paulo · Nora Belrose
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#817
Generalization of Diffusion Models Arises with a Balanced Representation Space
In Poster Session 1 Pavilion 3
Zekai Zhang ⋅ Xiao Li ⋅ Xiang Li ⋅ Lianghe Shi ⋅ Meng Wu ⋅ Molei Tao ⋅ Qing Qu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4005
Vision Language Models are Biased
In Poster Session 1 Pavilion 4
An Vo ⋅ Khai-Nguyen Nguyen ⋅ Mohammad Reza Taesiri ⋅ THI TUONG VY DANG ⋅ Anh Nguyen ⋅ Daeyoung Kim
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#816
VisCoder2: Building Multi-Language Visualization Coding Agents
In Poster Session 1 Pavilion 3
Yuansheng Ni · Songcheng Cai · Xiangchao Chen · Jiarong Liang · Zhiheng LYU · Jiaqi Deng · Kai Zou · PING NIE · Fei Yuan · Xiang Yue · Wenhu Chen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4006
How Do Transformers Learn to Associate Tokens: Gradient Leading Terms Bring Mechanistic Interpretability
In Poster Session 1 Pavilion 4
Shawn Im · Changdae Oh · Zhen Fang · Yixuan Li
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#815
GGBall: Graph Generative Model on Poincaré Ball
In Poster Session 1 Pavilion 3
Tianci Bu · Chuanrui Wang · Hao Ma · Haoren Zheng · Xin Lu · Tailin Wu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4007
Watermarking Diffusion Language Models
In Poster Session 1 Pavilion 4
Thibaud Gloaguen · Robin Staab · Nikola Jovanović · Martin Vechev
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#814
CyclicReflex: Improving Reasoning Models via Cyclical Reflection Token Scheduling
In Poster Session 1 Pavilion 3
Chongyu Fan ⋅ Yihua Zhang ⋅ Jinghan Jia ⋅ Alfred Hero ⋅ Sijia Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#813
LD-MoLE: Learnable Dynamic Routing for Mixture of LoRA Experts
In Poster Session 1 Pavilion 3
Yuan Zhuang ⋅ Yi Shen ⋅ Yuexin Bian ⋅ Qing Su ⋅ Shihao Ji ⋅ Yuanyuan Shi ⋅ Fei Miao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4008
The Price of Amortized inference in Sparse Autoencoders
In Poster Session 1 Pavilion 4
Wenjie Sun · Di Wang · Lijie Hu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4009
How Catastrophic is Your LLM? Certifying Risks in Conversation
In Poster Session 1 Pavilion 4
Chengxiao Wang · Isha Chaudhary · Qian Hu · Weitong Ruan · Rahul Gupta · Gagandeep Singh
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#812
Provable Separations between Memorization and Generalization in Diffusion Models
In Poster Session 1 Pavilion 3
Zeqi Ye · Qijie Zhu · Molei Tao · Minshuo Chen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4010
SocialHarmBench: Revealing LLM Vulnerabilities to Socially Harmful Requests
In Poster Session 1 Pavilion 4
Punya Syon Pandey · Lê Sơn · Devansh Bhardwaj · Zhijing Jin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#811
Predicting LLM Output Length via Entropy-Guided Representations
In Poster Session 1 Pavilion 3
Huanyi Xie · Yubin Chen · Liangyu Wang · Lijie Hu · Di Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#810
Unveiling Downstream Performance Scaling of LLMs: A Clustering-Based Perspective
In Poster Session 1 Pavilion 3
Chengyin Xu ⋅ Kaiyuan Chen ⋅ Xiao Li ⋅ Ke Shen ⋅ Chenggang Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4011
MIDAS: Multi-Image Dispersion and Semantic Reconstruction for Jailbreaking MLLMs
In Poster Session 1 Pavilion 4
Yilian Liu ⋅ Yang Liu ⋅ Guoshun Nan ⋅ Jiuyang Lyu ⋅ Zhican Chen ⋅ Tao Guan ⋅ Shuyuan Luo ⋅ Zhongyi Zhai ⋅ Yang Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#809
Routing Matters in MoE: Scaling Diffusion Transformers with Explicit Routing Guidance
In Poster Session 1 Pavilion 3
Yujie Wei · Shiwei Zhang · Hangjie Yuan · Yujin Han · Zhekai Chen · Jiayu Wang · Difan Zou · Xihui Liu · yingya zhang · Yu Liu · Hongming Shan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4012
AdAEM: An Adaptively and Automated Extensible Measurement of LLMs' Value Difference
In Poster Session 1 Pavilion 4
Jing Yao · Shitong Duan · Xiaoyuan Yi · Dongkuan Xu · Peng Zhang · Tun Lu · Ning Gu · Zhicheng Dou · Xing Xie
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4013
Truthfulness Despite Weak Supervision: Evaluating and Training LLMs Using Peer Prediction
In Poster Session 1 Pavilion 4
Tianyi Qiu ⋅ Micah Carroll ⋅ Cameron Allen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#808
Eliminating VAE for Fast and High-Resolution Generative Detail Restoration
In Poster Session 1 Pavilion 3
Yan Wang · Shijie Zhao · Junlin Li · Li zhang
[ Poster]  [ OpenReview] 
Blog Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#807
The human knowledge loophole in the 'bitter lesson' for LLMs
In Poster Session 1 Pavilion 3
Anna Rogers
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4014
MCP Security Bench (MSB): Benchmarking Attacks Against Model Context Protocol in LLM Agents
In Poster Session 1 Pavilion 4
Dongsen Zhang · Zekun Li · Xu Luo · Xuannan Liu · Pei Li · Wenjun Xu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4015
MSCR: Exploring the Vulnerability of LLMs’ Mathematical Reasoning Abilities Using Multi-Source Candidate Replacement
In Poster Session 1 Pavilion 4
Zhishen Sun · Guang Dai · Haishan Ye
[ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#806
Assessing Robustness via Score-Based Adversarial Image Generation
In Poster Session 1 Pavilion 3
Marcel Kollovieh · Lukas Gosch · Marten Lienen · Yan Scholten · Leo Schwinn · Stephan Günnemann
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#805
Towards Anomaly-Aware Pre-Training and Fine-Tuning for Graph Anomaly Detection
In Poster Session 1 Pavilion 3
Yunhui Liu · Jiashun Cheng · Yiqing Lin · Qizhuo Xie · Jia Li · Fugee Tsung · Hongzhi Yin · Tao Zheng · Jianhua Zhao · Tieke He
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4016
Fair Decision Utility in Human-AI Collaboration: Interpretable Confidence Adjustment for Humans with Cognitive Disparities
In Poster Session 1 Pavilion 4
Jiashi Gao · Kexin Liu · Xinwei Guo · Junlei Zhou · Jiaxin Zhang · Xiangyu Zhao · Guanhua Chen · Xin Yao · Xuetao Wei
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#804
Sheaves Reloaded: A Direction Awakening
In Poster Session 1 Pavilion 3
Stefano Fiorini ⋅ Hakan Emre Aktas ⋅ Iulia Duta ⋅ Pietro Morerio ⋅ Alessio Del Bue ⋅ Pietro Lio ⋅ Stefano Coniglio
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4017
When Machine Learning Gets Personal: Evaluating Prediction and Explanation
In Poster Session 1 Pavilion 4
Louisa Cornelis ⋅ Guillermo Bernardez ⋅ Haewon Jeong ⋅ Nina Miolane
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#803
GraphOmni: A Comprehensive and Extensible Benchmark Framework for Large Language Models on Graph-theoretic Tasks
In Poster Session 1 Pavilion 3
Hao Xu · Xiangru Jian · Xinjian Zhao · Wei Pang · Chao Zhang · Suyuchen Wang · Qixin ZHANG · Zhengyuan Dong · Joao Monteiro · Bang Liu · Qiuzhuang Sun · Tianshu Yu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4018
FARI: Robust One-Step Inversion for Watermarking in Diffusion Models
In Poster Session 1 Pavilion 4
Jindong Yang · Han Fang · Weiming Zhang · Nenghai Yu · Kejiang Chen
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4118
Label Smoothing Improves Machine Unlearning
In Poster Session 1 Pavilion 4
Zonglin Di · Zhaowei Zhu · Jinghan Jia · Jiancheng Liu · Zafar Takhirov · Bo Jiang · Yuanshun Yao · Sijia Liu · Yang Liu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#802
Multi-Scale Hypergraph Meets LLMs: Aligning Large Language Models for Time Series Analysis
In Poster Session 1 Pavilion 3
Zongjiang Shang · Dongliang Cui · Binqing Wu · Ling Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4117
GeoDiv: Framework for Measuring Geographical Diversity in Text-to-Image Models
In Poster Session 1 Pavilion 4
Abhipsa Basu · Mohana Singh · Shashank Agnihotri · Margret Keuper · Venkatesh Babu Radhakrishnan
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#801
Pairwise is Not Enough: Hypergraph Neural Networks for Multi-Agent Pathfinding
In Poster Session 1 Pavilion 3
Rishabh Jain ⋅ Keisuke Okumura ⋅ Michael Amir ⋅ Pietro Lio ⋅ Amanda Prorok
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4116
Fair Classification by Direct Intervention on Operating Characteristics
In Poster Session 1 Pavilion 4
Kevin Jiang · Edgar Dobriban
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#901
Cooperative Sheaf Neural Networks
In Poster Session 1 Pavilion 3
André Ribeiro · Ana Luiza Tenorio · Juan Belieni · Amauri Souza · Diego Mesquita
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#902
Learning from Historical Activations in Graph Neural Networks
In Poster Session 1 Pavilion 3
Yaniv Galron · Hadar Sinai · Haggai Maron · Moshe Eliasof
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4115
From Evaluation to Defense: Advancing Safety in Video Large Language Models
In Poster Session 1 Pavilion 4
Yiwei Sun · Peiqi Jiang · Chuanbin Liu · Luohao Lin · Zhiying Lu · Hongtao Xie
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4114
Beyond Prompt-Induced Lies: Investigating LLM Deception on Benign Prompts
In Poster Session 1 Pavilion 4
Zhaomin Wu ⋅ Mingzhe Du ⋅ See-Kiong Ng ⋅ Bingsheng He
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#903
TandemFoilSet: Datasets for Flow Field Prediction of Tandem-Airfoil Through the Reuse of Single Airfoils
In Poster Session 1 Pavilion 3
Wei Xian Lim · Loh Sher En Jessica · Zenong Li · Thant Oo · Wai Lee Chan · Adams Kong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#904
Diverse and Sparse Mixture-of-Experts for Causal Subgraph–Based Out-of-Distribution Graph Learning
In Poster Session 1 Pavilion 3
Jerry Sun ⋅ Mohamed Abubakr Hassan ⋅ Yaoyu Zhang ⋅ Wanying Zhang ⋅ Chi-Guhn Lee
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4113
STEDiff: Revealing the Spatial and Temporal Redundancy of Backdoor Attacks in Text-to-Image Diffusion Models
In Poster Session 1 Pavilion 4
Yu Pan · Jiahao Chen · Lin Wang · Bingrong Dai · Wenjie Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4112
Fair in Mind, Fair in Action? A Synchronous Benchmark for Understanding and Generation in UMLLMs
In Poster Session 1 Pavilion 4
Yiran Zhao · Lu Zhou · Xiaogang Xu · Zhe Liu · Jiafei Wu · Liming Fang
[ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#905
ODNet: Opinion Dynamics-Inspired Neural Message Passing for Graphs and Hypergraphs
In Poster Session 1 Pavilion 3
Bingxin Zhou · Outongyi Lv · Jing Wang · Xiang Xiao · Weishu Zhao
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#906
Noise Tolerance of Distributionally Robust Learning
In Poster Session 1 Pavilion 3
Ramzi Dakhmouche · Ivan Lunati · Hossein Gorji
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4111
Where Did It Go Wrong? Attributing Undesirable LLM Behaviors via Representation Gradient Tracing
In Poster Session 1 Pavilion 4
Zhe Li · Wei Zhao · Yige Li · Jun Sun
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4110
Safety Instincts: LLMs Learn to Trust Their Internal Compass for Self-Defense
In Poster Session 1 Pavilion 4
Guobin Shen · Dongcheng Zhao · Haibo Tong · Jindong Li · Feifei Zhao · Yi Zeng
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#907
Robust Fine-Tuning from Non-Robust Pretrained Models: Mitigating Suboptimal Transfer With Epsilon-Scheduling
In Poster Session 1 Pavilion 3
Jonas Ngnawé ⋅ Maxime Heuillet ⋅ Sabyasachi Sahoo ⋅ Yann Pequignot ⋅ Ola Ahmad ⋅ Audrey Durand ⋅ Frederic Precioso ⋅ Christian Gagné
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#908
VEAttack: Downstream-agnostic Vision Encoder Attack against Large Vision Language Models
In Poster Session 1 Pavilion 3
Hefei Mei ⋅ Zirui Wang ⋅ Shen You ⋅ Minjing Dong ⋅ Chang Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#909
Robust Adversarial Quantification via Conflict-Aware Evidential Deep Learning
In Poster Session 1 Pavilion 3
Charmaine Barker ⋅ Daniel Bethell ⋅ Simos Gerasimou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4108
Benchmarking Stochastic Approximation Algorithms for Fairness-Constrained Training of Deep Neural Networks
In Poster Session 1 Pavilion 4
Andrii Kliachkin ⋅ Jana Lepšová ⋅ Gilles Bareilles ⋅ Jakub Marecek
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4107
Be Careful When Fine-tuning On Open-Source LLMs: Your Fine-tuning Data Could Be Secretly Stolen!
In Poster Session 1 Pavilion 4
Zhexin Zhang · Yuhao Sun · Junxiao Yang · Shiyao Cui · yuanchao zhang · Hongning Wang · Minlie Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#910
Semantic Uncertainty Quantification of Hallucinations in LLMs: A Quantum Tensor Network Based Method
In Poster Session 1 Pavilion 3
pragatheeswaran vipulanandan · Kamal Premaratne · Dilip Sarkar
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#911
Predicting Training Re-evaluation Curves Enables Effective Data Curriculums for LLMs
In Poster Session 1 Pavilion 3
Shane Bergsma ⋅ Nolan Dey ⋅ Joel Hestness
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4106
Enhancing Image-Conditional Coverage in Segmentation: Adaptive Thresholding via Differentiable Miscoverage Loss
In Poster Session 1 Pavilion 4
Rui Luo · Jie Bao · Xiaoyi Su · Wen Li · Suqun Cao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4105
Mitigating the Safety Alignment Tax with Null-Space Constrained Policy Optimization
In Poster Session 1 Pavilion 4
Yifan Niu · Han Xiao · Dongyi Liu · Nuo Chen · Jia Li
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#912
Theory of Scaling Laws for In-Context Regression: Depth, Width, Context and Time
In Poster Session 1 Pavilion 3
Blake Bordelon · Mary Letey · Cengiz Pehlevan
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#913
Sequences of Logits Reveal the Low Rank Structure of Language Models
In Poster Session 1 Pavilion 3
Noah Golowich · Allen Liu · Abhishek Shetty
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4104
SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks
In Poster Session 1 Pavilion 4
Seungwon Jeong ⋅ Jiwoo Jeong ⋅ Hyeonjin Kim ⋅ Yunseok Lee ⋅ Woojin Lee
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#914
Conditioned Initialization for Attention
In Poster Session 1 Pavilion 3
Hemanth Saratchandran · Simon Lucey
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4103
SDErasure: Concept-Specific Trajectory Shifting for Concept Erasure via Adaptive Diffusion Classifier
In Poster Session 1 Pavilion 4
Fengyuan Miao · Shancheng Fang · Lingyun Yu · Yadong Qu · Yuhao Sun · Xiaorui Wang · Hongtao Xie
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4102
BiasBusters: Uncovering and Mitigating Tool Selection Bias in Large Language Models
In Poster Session 1 Pavilion 4
Thierry Blankenstein ⋅ Jialin Yu ⋅ Zixuan Li ⋅ Vassilis Plachouras ⋅ Sunando Sengupta ⋅ Philip Torr ⋅ Yarin Gal ⋅ Alasdair Paren ⋅ Adel Bibi
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5002
Reconstructing KV Caches with Cross-Layer Fusion for Enhanced Transformers
In Poster Session 1 Pavilion 4
Hongzhan Lin ⋅ Zhiqi Bai ⋅ Xinmiao Zhang ⋅ Siran Yang ⋅ Jiamang Wang ⋅ Yunlong Xu ⋅ JIAHENG LIU ⋅ Yongchi Zhao ⋅ Xiang Li ⋅ Yuchi Xu ⋅ wenbo su ⋅ Bo Zheng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#915
How Transformers Learn Causal Structures In-Context: Explainable Mechanism Meets Theoretical Guarantee
In Poster Session 1 Pavilion 3
Jianzhe Wei · Siyu Chen · Jianliang He · Zhuoran Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#916
Finite-Time Convergence Analysis of ODE-based Generative Models for Stochastic Interpolants
In Poster Session 1 Pavilion 3
Yuhao Liu · Yu Chen · Rui Hu · Longbo Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4101
Implicit Regularization of SGD Reduces Shortcut Learning
In Poster Session 1 Pavilion 4
Nahal Mirzaie · Alireza Alipanah · Ali Abbasi · Amirmahdi Farzane · Hossein Jafarinia · Erfan Sobhaei · Mahdi Ghaznavi · Amir Najafi · Mahdieh Baghshah · Mohammad Hossein Rohban
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4201
Fine-Grained Privacy Extraction from Retrieval-Augmented Generation Systems by Exploiting Knowledge Asymmetry
In Poster Session 1 Pavilion 4
Yufei Chen · Yao Wang · Haibin Zhang · Tao Gu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#917
From Neural Networks to Logical Theories: The Correspondence between Fibring Modal Logics and Fibring Neural Networks
In Poster Session 1 Pavilion 3
Ouns El Harzli · Bernardo Grau · Artur Garcez · Ian Horrocks · Tarek R. Besold
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4202
GhostEI-Bench: Do Mobile Agent Resilience to Environmental Injection in Dynamic On-Device Environments?
In Poster Session 1 Pavilion 4
Chiyu Chen · Xinhao Song · Yunkai Chai · Yang Yao · Haodong Zhao · Lijun Li · Jie Li · Yan Teng · Gongshen Liu · Yingchun Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#918
The Serial Scaling Hypothesis
In Poster Session 1 Pavilion 3
Yuxi Liu · Konpat Preechakul · Kananart Kuwaranancharoen · Yutong Bai
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#919
Fisher-Rao Sensitivity for Out-of-Distribution Detection in Deep Neural Networks
In Poster Session 1 Pavilion 3
Anthony Nguyen · Antonin Bertrand · Sylvie Le Hégarat-Mascle · Emanuel Aldea · Mohammed EL-KORSO · Renaud LUSTRAT · Franck FLORIN
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4203
Towards Safe Reasoning in Large Reasoning Models via Corrective Intervention
In Poster Session 1 Pavilion 4
Yichi Zhang · Yue Ding · Jingwen Yang · Tianwei Luo · Dongbai Li · Ranjie Duan · Qiang Liu · Hang Su · Yinpeng Dong · Jun Zhu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4204
Learn-to-Distance: Distance Learning for Detecting LLM-Generated Text
In Poster Session 1 Pavilion 4
Hongyi Zhou · Jin Zhu · Kai Ye · Ying Yang · Erhan Xu · Chengchun Shi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#920
The Coverage Principle: How Pre-Training Enables Post-Training
In Poster Session 1 Pavilion 3
Fan Chen · Audrey Huang · Noah Golowich · Sadhika Malladi · Adam Block · Jordan Ash · Akshay Krishnamurthy · Dylan Foster
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4205
PluriHarms: Benchmarking the Full Spectrum of Human Judgments on AI Harm
In Poster Session 1 Pavilion 4
Jing-Jing Li · Joel Mire · Eve Fleisig · Valentina Pyatkin · Anne Collins · Maarten Sap · Sydney Levine
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#921
A New Initialization to Control Gradients in Sinusoidal Neural Networks
In Poster Session 1 Pavilion 3
Andrea Combette ⋅ Nelly Pustelnik ⋅ Antoine Venaille
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4206
P-GenRM: Personalized Generative Reward Model with Test-time User-based Scaling
In Poster Session 1 Pavilion 4
Pinyi Zhang ⋅ Ting-En Lin ⋅ Yuchuan Wu ⋅ Jingyang Chen ⋅ Zongqi Wang ⋅ Hua Yang ⋅ Bing Zhao ⋅ Fei Huang ⋅ Yongbin Li ⋅ Kai Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#922
Does Weak-to-strong Generalization Happen under Spurious Correlations?
In Poster Session 1 Pavilion 3
Chenruo Liu · Yijun Dong · Qi Lei
[ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#923
An Information-Theoretic Lower Bound on the Generalization Error of Autoencoders
In Poster Session 1 Pavilion 3
Shyam Venkatasubramanian · Sean Moushegian · Ahmed Aloui · Vahid Tarokh
[ Slides]  [ Poster] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4207
Mapping Overlaps in Benchmarks through Perplexity in the Wild
In Poster Session 1 Pavilion 4
Siyang Wu ⋅ Honglin Bao ⋅ Sida Li ⋅ Ari Holtzman ⋅ James Evans
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#924
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
In Poster Session 1 Pavilion 3
Tong Zheng ⋅ Hongming Zhang ⋅ Wenhao Yu ⋅ Xiaoyang Wang ⋅ He Xing ⋅ Runpeng Dai ⋅ Rui Liu ⋅ Huiwen Bao ⋅ Chengsong Huang ⋅ Heng Huang ⋅ Dong Yu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4208
Modal Aphasia: Can Unified Multimodal Models Describe Images From Memory?
In Poster Session 1 Pavilion 4
Michael Aerni ⋅ Joshua Swanson ⋅ Kristina Nikolić ⋅ Florian Tramer
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#925
Highly Efficient and Effective LLMs with Multi-Boolean Architectures
In Poster Session 1 Pavilion 3
Ba-Hien Tran ⋅ Van Minh Nguyen
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4209
Do Vision-Language Models Respect Contextual Integrity in Location Disclosure?
In Poster Session 1 Pavilion 4
Ruixin Yang · Ethan Mendes · Arthur Wang · James Hays · Sauvik Das · Wei Xu · Alan Ritter
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#926
Early Signs of Steganographic Capabilities in Frontier LLMs
In Poster Session 1 Pavilion 3
Artur Zolkowski · Kei Nishimura-Gasparian · Robert McCarthy · Roland Zimmermann · David Lindner
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4210
WaterDrum: Watermark-based Data-centric Unlearning Metric
In Poster Session 1 Pavilion 4
Xinyang Lu ⋅ Xinyuan Niu ⋅ Gregory Kang Ruey Lau ⋅ Nhung Bui ⋅ Rachael Hwee Ling Sim ⋅ John Russell Himawan ⋅ Fanyu Wen ⋅ Chuan Sheng Foo ⋅ See-Kiong Ng ⋅ Bryan Kian Hsiang Low
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4211
CGSA: Class-Guided Slot-Aware Adaptation for Source-Free Object Detection
In Poster Session 1 Pavilion 4
Boyang Dai ⋅ 曾 Fan ⋅ Zihao Qi ⋅ Meng Lou ⋅ Yizhou Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1026
SSDi8: Accurate and Efficient 8-bit Quantization for State Space Duality
In Poster Session 1 Pavilion 3
Hyunwoo Kim ⋅ BYOUNGCHAN KO ⋅ Minseok Kang ⋅ Minwoo Kim ⋅ Dongjin Lee ⋅ Jaehoon Lee ⋅ Sungroh Yoon ⋅ Dahuin Jung
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1025
DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
In Poster Session 1 Pavilion 3
Ming Ma ⋅ Jue Zhang ⋅ Fangkai Yang ⋅ Yu Kang ⋅ Qingwei Lin ⋅ Saravan Rajmohan ⋅ Dongmei Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4212
LDT: Layer-Decomposition Training Makes Networks More Generalizable
In Poster Session 1 Pavilion 4
Zaizuo Tang · Zongqi Yang · Yu-Bin Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4213
Test-time Domain Generalization for Image Super-resolution
In Poster Session 1 Pavilion 4
Zaizuo Tang · Yu-Bin Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1024
Rethinking Layer Relevance in Large Language Models Beyond Cosine Similarity
In Poster Session 1 Pavilion 3
Cristian Hinostroza ⋅ Rodrigo Toro Icarte ⋅ Christ Devia ⋅ Andres Carvallo ⋅ Eugenio Herrera-Berg ⋅ Denis Parra ⋅ Jorge Silva
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4214
Dual-Kernel Adapter: Expanding Spatial Horizons for Data-Constrained Medical Image Analysis
In Poster Session 1 Pavilion 4
Ziquan Zhu ⋅ Hanruo Zhu ⋅ Si-Yuan Lu ⋅ Xiang Li ⋅ Yanda Meng ⋅ Yunxiao Zhang ⋅ Gaojie Jin ⋅ Lu Yin ⋅ Lijie Hu ⋅ Di Wang ⋅ Lu Liu ⋅ Tianjin Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1023
Stable and Scalable Deep Predictive Coding Networks with Meta-Prediction Errors
In Poster Session 1 Pavilion 3
Myoung Hoon Ha · Hyunjun Kim · Yoondo Sung · Youngha Jo · Min Kang · Sang Wan Lee
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1022
Latent-Guided Reasoning: Empowering Small LLMs with Large-Model Thinking
In Poster Session 1 Pavilion 3
Hanzhu Chen · Lin Yang · Jie Wang · Junhao Yan · Zhe Wang · Xize Liang · Jianye HAO
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4215
High-dimensional Analysis of Synthetic Data Selection
In Poster Session 1 Pavilion 4
Parham Rezaei ⋅ Filip Kovačević ⋅ Francesco Locatello ⋅ Marco Mondelli
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4216
Nonparametric Contextual Online Bilateral Trade
In Poster Session 1 Pavilion 4
Emanuele Coccia · Martino Bernasconi · Andrea Celli
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1021
ResT: Reshaping Token-Level Policy Gradients for Tool-Use Large Language Models
In Poster Session 1 Pavilion 3
Zihan Lin · Xiaohan Wang · Jie Cao · Jiajun Chai · Guojun Yin · Wei Lin · Ran He
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1020
EigenBench: A Comparative Behavioral Measure of Value Alignment
In Poster Session 1 Pavilion 3
Jonathn Chang ⋅ Leonhard Piff ⋅ Suvadip Sana ⋅ Jasmine Li ⋅ Lionel Levine
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4217
Algorithmic Guarantees for Distilling Supervised and Offline RL Datasets
In Poster Session 1 Pavilion 4
Aaryan Gupta ⋅ Rishi Saket ⋅ Aravindan Raghuveer
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1019
DuPO: Enabling Reliable Self-Verification via Dual Preference Optimization
In Poster Session 1 Pavilion 3
Shuaijie She ⋅ Yu Bao ⋅ Yu Lu ⋅ Lu Xu ⋅ Tao Li ⋅ Wenhao Zhu ⋅ Jianbing Zhang ⋅ Shujian Huang ⋅ Shanbo Cheng ⋅ Lu Lu ⋅ Yuxuan Wang
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4218
Efficient Adversarial Attacks on High-dimensional Offline Bandits
In Poster Session 1 Pavilion 4
Seyed Mohammad Hadi Hosseini · Amir Najafi · Mahdieh Baghshah
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1018
Does Higher Interpretability Imply Better Utility? A Pairwise Analysis on Sparse Autoencoders
In Poster Session 1 Pavilion 3
Xu Wang · Yan Hu · Wang Benyou · Difan Zou
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4318
Deep-ICE: The first globally optimal algorithm for empirical risk minimization of two-layer maxout and ReLU networks
In Poster Session 1 Pavilion 4
Xi He · Yi Miao · Max Little
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1017
INSTANT: Compressing Gradients and Activations for Resource-Efficient Training
In Poster Session 1 Pavilion 3
Tuan-Kiet Doan · Trung-Hieu Tran · Enzo Tartaglione · Nikola Simidjievski · Van-Tam Nguyen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4317
FutureMind: Equipping Small Language Models with Strategic Thinking-Pattern Priors via Adaptive Knowledge Distillation
In Poster Session 1 Pavilion 4
Shaoxiong Yang · Junting Li · Mengyuan Zhang · Chao Li · WEI LIU · Jian Luan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4316
A Representer Theorem for Hawkes Processes via Penalized Least Squares Minimization
In Poster Session 1 Pavilion 4
Hideaki Kim ⋅ Tomoharu Iwata
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1015
Learnability and Privacy Vulnerability are Entangled in a Few Critical Weights
In Poster Session 1 Pavilion 3
Xingli Fang ⋅ Jung-Eun Kim
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4315
Learning under Quantization for High-Dimensional Linear Regression
In Poster Session 1 Pavilion 4
Dechen Zhang ⋅ Junwei Su ⋅ Difan Zou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1014
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents
In Poster Session 1 Pavilion 3
Tianshi Zheng · Kiu Wai Tam · Kim Hue Nam Nguyen · Baixuan Xu · Zhaowei Wang · Cheng Jiayang · Hong Ting Tsang · Weiqi Wang · Jiaxin Bai · Tianqing Fang · Yangqiu Song · Ginny Wong · Simon See
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4314
Variational Inference for Cyclic Learning
In Poster Session 1 Pavilion 4
Zhuojun Zou ⋅ Jie Hao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4313
Bayesian Influence Functions for Hessian-Free Data Attribution
In Poster Session 1 Pavilion 4
Philipp Alexander Kreer ⋅ Wilson Wu ⋅ Maxwell Adam ⋅ Zach Furman ⋅ Jesse Hoogland
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1013
SASFT: Sparse Autoencoder-guided Supervised Finetuning to Mitigate Unexpected Code-Switching in LLMs
In Poster Session 1 Pavilion 3
Boyi Deng · Yu Wan · Baosong Yang · Fei Huang · Wenjie Wang · Fuli Feng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1012
Enabling Fine-Tuning of Direct Feedback Alignment via Feedback-Weight Matching
In Poster Session 1 Pavilion 3
Yunseok Lee ⋅ Seulki Lee
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4312
Finite-Time Analysis of Actor-Critic Methods with Deep Neural Network Approximation
In Poster Session 1 Pavilion 4
Xuyang Chen · Fengzhuo Zhang · Keyu Yan · Lin Zhao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4311
Automata Learning and Identification of the Support of Language Models
In Poster Session 1 Pavilion 4
Satwik Bhattamishra · Michael Hahn · Varun Kanade
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4310
An efficient, provably optimal algorithm for the 0-1 loss linear classification problem
In Poster Session 1 Pavilion 4
Xi He · Max Little
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1010
GradPCA: Leveraging NTK Alignment for Reliable Out-of-Distribution Detection
In Poster Session 1 Pavilion 3
Mariia Seleznova · Hung-Hsu Chou · Claudio Mayrink Verdun · Gitta Kutyniok
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4309
Learning the Inverse Temperature of Ising Models under Hard Constraints using One Sample
In Poster Session 1 Pavilion 4
Rohan Chauhan · Ioannis Panageas
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1008
PALC: Preference Alignment via Logit Calibration
In Poster Session 1 Pavilion 3
Sanghyun Lee ⋅ Hoh In
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4308
A Recovery Guarantee for Sparse Neural Networks
In Poster Session 1 Pavilion 4
Sara Fridovich-Keil ⋅ Mert Pilanci
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4307
Reading Images Like Texts: Sequential Image Understanding in Vision-Language Models
In Poster Session 1 Pavilion 4
Yueyan Li · Chenggong Zhao · Zeyuan Zang · Caixia YUAN · Xiaojie Wang
[ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1007
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation
In Poster Session 1 Pavilion 3
Or Tal · Felix Kreuk · Yossi Adi
[ Poster] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1006
Distributed Quasi-Newton Method for Fair and Fast Federated Learning
In Poster Session 1 Pavilion 3
Shayan Mohajer Hamidi · Linfeng Ye
[ Slides] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4306
Temporal Sparse Autoencoders: Leveraging the Sequential Nature of Language for Interpretability
In Poster Session 1 Pavilion 4
Usha Bhalla · Alex Oesterling · Claudio Mayrink Verdun · Hima Lakkaraju · Flavio Calmon
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4305
Characterizing and Mitigating Reasoning Drift in Large Language Models
In Poster Session 1 Pavilion 4
Yufeng Zhang ⋅ Xuepeng Wang ⋅ Lingxiang Wu ⋅ Jinqiao Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1005
Towards All-Atom Foundation Models for Biomolecular Binding Affinity Prediction
In Poster Session 1 Pavilion 3
Liang Shi · Zuobai Zhang · Huiyu Cai · Santiago Miret · Zhi Yang · Jian Tang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1004
DeepSADR: Deep Transfer Learning with Subsequence Interaction and Adaptive Readout for Cancer Drug Response Prediction
In Poster Session 1 Pavilion 3
Yuanpeng Zhang · Zhijian Huang · Ziyu Fan · Siyuan Shen · Yahan Li · Shangqian Wu · Min Wu · Lei Deng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4304
Neural+Symbolic Approaches for Interpretable Actor-Critic Reinforcement Learning
In Poster Session 1 Pavilion 4
Yue Yang · Fan Yang · Yu Bai · Hao Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1003
Towards Knowledge‑and‑Data‑Driven Organic Reaction Prediction: RAG‑Enhanced and Reasoning‑Powered Hybrid System with LLMs
In Poster Session 1 Pavilion 3
Qingyu Wang · Xinyuan Cai · Xiang Cheng · YuZhe Gao · Bo XU
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4303
Provably Explaining Neural Additive Models
In Poster Session 1 Pavilion 4
Shahaf Bassan · Yizhak Elboher · Tobias Ladner · Volkan Şahin · Jan Kretinsky · Matthias Althoff · Guy Katz
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1002
GRAM-DTI: Adaptive Multimodal Representation Learning for Drug–Target Interaction Prediction
In Poster Session 1 Pavilion 3
Feng Jiang ⋅ Maolaaisha Aminanmu ⋅ Hehuan Ma ⋅ Yuzhi Guo ⋅ Tommaso Mansi ⋅ Junzhou Huang ⋅ Mangal Prakash ⋅ Rui Liao
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4302
RCPU: Rotation-Constrained Error Compensation for Structured Pruning of Large Language Models
In Poster Session 1 Pavilion 4
Shuichiro Haruta ⋅ Kazunori Matsumoto ⋅ Zhi Li ⋅ Yanan Wang ⋅ Mori Kurokawa
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1001
PoinnCARE: Hyperbolic Multi-Modal Learning for Enzyme Classification
In Poster Session 1 Pavilion 3
Kun XIE ⋅ Peng Zhou ⋅ Xingyi Zhang ⋅ Wei Liu ⋅ Peilin Zhao ⋅ Sibo WANG ⋅ Biaobin Jiang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4301
Token-Importance Guided Direct Preference Optimization
In Poster Session 1 Pavilion 4
Ning Yang · Hai Lin · Yibo Liu · Baoliang Tian · Guoqing Liu · Haijun Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1101
Efficient Regression-based Training of Normalizing Flows for Boltzmann Generators
In Poster Session 1 Pavilion 3
Danyal Rehman · Oscar Davis · Jiarui Lu · Jian Tang · Michael Bronstein · Yoshua Bengio · Alexander Tong · Joey Bose
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4401
Implicit Bias and Loss of Plasticity in Matrix Completion: Depth Promotes Low-Rankness
In Poster Session 1 Pavilion 4
Baekrok Shin ⋅ Chulhee Yun
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4402
LoRA-S: An Efficient Low Rank Adaptation scheme via Sylvester equation
In Poster Session 1 Pavilion 4
Jinyang ZHENG ⋅ Tong Wu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1103
Geometric Graph Neural Diffusion for Stable Molecular Dynamics Simulations
In Poster Session 1 Pavilion 3
Haokai Hong ⋅ Wanyu LIN ⋅ Chusong Zhang ⋅ KC Tan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4403
Discounted Online Convex Optimization: Uniform Regret Across a Continuous Interval
In Poster Session 1 Pavilion 4
Wenhao Yang · Sifan Yang · Lijun Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4404
Multi-LLM Adaptive Conformal Inference for Reliable LLM Response
In Poster Session 1 Pavilion 4
Kangjun Noh · Seongchan Lee · Ilmun Kim · Kyungwoo Song
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1104
PepBenchmark: A Standardized Benchmark for Peptide Machine Learning
In Poster Session 1 Pavilion 3
Jiahui Zhang · Rouyi Wang · Kuangqi Zhou · Tianshu Xiao · Lingyan Zhu · Yaosen Min · Yang Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1105
FlexRibbon: Joint Sequence and Structure Pretraining for Protein Modeling
In Poster Session 1 Pavilion 3
Jianwei Zhu · Yu Shi · Ran Bi · Peiran Jin · Chang Liu · Zhe Zhang · Haitao Huang · Zekun Guo · Pipi Hu · Fusong Ju · Lin Huang · Xinwei Tai · Chenao Li · Kaiyuan Gao · Xinran Wei · Huanhuan Xia · Jia Zhang · Yaosen Min · Zun Wang · Yusong Wang · Liang He · Haiguang Liu · Tao Qin
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4405
In-Context Multi-Objective Optimization
In Poster Session 1 Pavilion 4
Xinyu Zhang ⋅ Conor Hassan ⋅ Julien Martinelli ⋅ Daolang Huang ⋅ Samuel Kaski
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1106
Unified Biomolecular Trajectory Generation via Pretrained Variational Bridge
In Poster Session 1 Pavilion 3
Ziyang Yu · Wenbing Huang · Yang Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#706
Online Rounding and Learning Augmented Algorithms for Facility Location
In Poster Session 1 Pavilion 3
Silvio Lattanzi ⋅ Debmalya Panigrahi ⋅ Ola Svensson
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1107
Test-Time Adaptation without Source Data for Out-of-Domain Bioactivity Prediction
In Poster Session 1 Pavilion 3
Yiming Yang · Zhiyuan Zhou · Yueming Yin · Hoi-Yeung Li · Adams Kong
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4408
Graph Random Features for Scalable Gaussian Processes
In Poster Session 1 Pavilion 4
Matthew Zhang ⋅ Jihao Andreas Lin ⋅ Krzysztof Choromanski ⋅ Adrian Weller ⋅ Richard E Turner ⋅ Isaac Reid
[ Slides]  [ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1108
Synergistic Benefits of Joint Molecule Generation and Property Prediction
In Poster Session 1 Pavilion 3
Adam Izdebski · Jan Olszewski · Pankhil Gawade · Krzysztof Koras · Serra Korkmaz · Valentin Rauscher · Jakub M. Tomczak · Ewa Szczurek
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4409
Best-of-N through the Smoothing Lens: KL Divergence and Regret Analysis
In Poster Session 1 Pavilion 4
Gholamali Aminian ⋅ Idan Shenfeld ⋅ Amir Reza Asadi ⋅ Ahmad Beirami ⋅ Youssef Mroueh
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1109
EarthSE: A Benchmark Evaluating Earth Scientific Exploration Capability for Large Language Models
In Poster Session 1 Pavilion 3
Wanghan Xu · Xiangyu Zhao · Yuhao Zhou · Xiaoyu Yue · Ben Fei · Fenghua Ling · Wenlong Zhang · LEI BAI
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#101
Bayesian Post Training Enhancement of Regression Models with Calibrated Rankings
In Poster Session 1 Pavilion 3
Kevin Tirta Wijaya ⋅ Bing Hu ⋅ Hans-Peter Seidel ⋅ Wojciech Matusik ⋅ Vahid Babaei
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1110
Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models
In Poster Session 1 Pavilion 3
Shilei Cao · Hehai Lin · Jiashun Cheng · Yang Liu · Guowen Li · Xuehe Wang · Juepeng Zheng · Haoyuan Liang · Meng Jin · Chengwei Qin · Hong Cheng · Haohuan Fu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4410
Single Index Bandits: Generalized Linear Contextual Bandits with Unknown Reward Functions
In Poster Session 1 Pavilion 4
Yue Kang ⋅ Mingshuo Liu ⋅ Bongsoo Yi ⋅ Jing Lyu ⋅ Zhi Zhang ⋅ Doudou Zhou ⋅ Yao Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4411
Enough is as good as a feast: A Comprehensive Analysis of How Reinforcement Learning Mitigates Task Conflicts in LLMs
In Poster Session 1 Pavilion 4
Zixuan Ren · Jinliang Lu · Junhong Wu · Yang Zhao · Dai Dai · hua wu · Haifeng Wang · Chengqing Zong
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1111
TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State
In Poster Session 1 Pavilion 3
Guowen Li · Xintong Liu · Yang Liu · Mengxuan Chen · Shilei Cao · Xuehe Wang · Juepeng Zheng · Jinxiao Zhang · Haoyuan Liang · Lixian Zhang · Jiuke Wang · Meng Jin · Hong Cheng · Haohuan Fu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4412
Tackling Heavy-Tailed Q-Value Bias in Offline-to-Online Reinforcement Learning with Laplace-Robust Modeling
In Poster Session 1 Pavilion 4
Ruibo Guo · Lei Liu · Rui Yang · Junjie Shen · Guoping Wu · Jie Wang · Bin Li
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1112
Shrinking Proteins with Diffusion
In Poster Session 1 Pavilion 3
Ethan Baron ⋅ Alan Amin ⋅ Ruben Weitzman ⋅ Simon dOelsnitz ⋅ Debora Marks ⋅ Andrew Gordon Wilson
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1113
CryoSplat: Gaussian Splatting for Cryo-EM Homogeneous Reconstruction
In Poster Session 1 Pavilion 3
Suyi Chen · Haibin Ling
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4413
ROC-n-reroll: How verifier imperfection affects test-time scaling
In Poster Session 1 Pavilion 4
Florian Eddie Dorner · Yatong Chen · André F. Cruz · Fanny Yang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1114
A Joint Diffusion Model with Pre-Trained Priors for RNA Sequence-Structure Co-Design
In Poster Session 1 Pavilion 3
Xiner Li · Masatoshi Uehara · Xingyu Su · Gabriele Scalia · Shuiwang Ji
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4414
Proximal Supervised Fine-Tuning
In Poster Session 1 Pavilion 4
Wenhong Zhu · Ruobing Xie · Rui Wang · Samm Sun · Di Wang · Pengfei Liu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1115
HeurekaBench: A Benchmarking Framework for AI Co-scientist
In Poster Session 1 Pavilion 3
Siba Smarak Panigrahi ⋅ Jovana Videnović ⋅ Maria Brbic
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4415
Scalable Offline Model-Based RL with Action Chunks
In Poster Session 1 Pavilion 4
Kwanyoung Park ⋅ Seohong Park ⋅ Youngwoon Lee ⋅ Sergey Levine
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1116
AntigenLM: Structure-Aware DNA Language Modeling for Influenza
In Poster Session 1 Pavilion 3
YUE PEI · Xuebin Chi · Yu KANG
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1117
Lost in Tokenization: Context as the Key to Unlocking Biomolecular Understanding in Scientific LLMs
In Poster Session 1 Pavilion 3
Kai Zhuang · Jiawei Zhang · Yumou Liu · Hanqun Cao · Chunbin Gu · Mengdi Liu · Zhangyang Gao · Zitong Jerry Wang · Xuanhe Zhou · Pheng-Ann Heng · Lijun Wu · Conghui He · Cheng Tan
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4417
Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models
In Poster Session 1 Pavilion 4
Yixiu Mao · Yun Qu · Qi Wang · Heming Zou · Xiangyang Ji
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1118
CellAgent: LLM-Driven Multi-Agent Framework for Natural Language-Based Single-Cell Analysis
In Poster Session 1 Pavilion 3
Yihang Xiao · Jinyi Liu · YAN ZHENG · Shaoqing Jiao · Jianye HAO · Xiaohan Xie · Limingzhi · Ruitao Wang · Fei Ni · Yuxiao Li · Zhen Wang · Xuequn Shang · Zhijie Bao · Changxiao Yang · Jiajie Peng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4418
Reevaluating Policy Gradient Methods for Imperfect-Information Games
In Poster Session 1 Pavilion 4
Max Rudolph ⋅ Nathan Lichtlé ⋅ Sobhan Mohammadpour ⋅ Alexandre M Bayen ⋅ Zico Kolter ⋅ Amy Zhang ⋅ Gabriele Farina ⋅ Eugene Vinitsky ⋅ Samuel Sokota
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1119
A New Paradigm for Genome-wide DNA Methylation Prediction Without Methylation Input
In Poster Session 1 Pavilion 3
Xiaoke Huang · Qi Liu · Yifei Zhao · Xianfeng Tang · Yuyin Zhou · Wenpin Hou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4518
XQC: Well-conditioned Optimization Accelerates Deep Reinforcement Learning
In Poster Session 1 Pavilion 4
Daniel Palenicek ⋅ Florian Vogt ⋅ Joe Watson ⋅ Ingmar Posner ⋅ Jan Peters
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1120
Unleashing Scientific Reasoning for Bio-experimental Protocol Generation via Structured Component-based Reward Mechanism
In Poster Session 1 Pavilion 3
Haoran Sun · Yankai Jiang · Zhenyu Tang · Yaning Pan · Shuang Gu · Zekai Lin · Lilong Wang · Wenjie Lou · Lei Liu · LEI BAI · Xiaosong Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4517
Critique-Coder: Enhancing Coder Models by Critique Reinforcement Learning
In Poster Session 1 Pavilion 4
Chi Ruan · Dongfu Jiang · Yubo Wang · Wenhu Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4516
Spectral Bellman Method: Unifying Representation and Exploration in RL
In Poster Session 1 Pavilion 4
Ofir Nabati · Bo Dai · Shie Mannor · Guy Tennenholtz
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1121
Benchmarking ECG FMs: A Reality Check Across Clinical Tasks
In Poster Session 1 Pavilion 3
M A Al-Masud ⋅ Juan Miguel Lopez Alcaraz ⋅ Nils Strodthoff
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1122
Knowledgeable Language Models as Black-Box Optimizers for Personalized Medicine
In Poster Session 1 Pavilion 3
Michael Yao ⋅ Osbert Bastani ⋅ Alma Andersson ⋅ Tommaso Biancalani ⋅ Aicha BenTaieb ⋅ Claudia Iriondo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4515
ReVeal: Self-Evolving Code Agents via Reliable Self-Verification
In Poster Session 1 Pavilion 4
Yiyang Jin · Kunzhao Xu · Hang Li · Xueting Han · Yanmin Zhou · Cheng Li · Jing Bai
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1123
Can we generate portable representations for clinical time series data using LLMs?
In Poster Session 1 Pavilion 3
Zongliang Ji ⋅ Yifei Sun ⋅ Andre Amaral ⋅ Anna Goldenberg ⋅ Rahul G. Krishnan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4514
CORE: Concept-Oriented Reinforcement for Bridging the Definition–Application Gap in Mathematical Reasoning
In Poster Session 1 Pavilion 4
Zijun Gao ⋅ Zhikun Xu ⋅ Xiao Ye ⋅ Ben Zhou
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4513
LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts
In Poster Session 1 Pavilion 4
Siyuan Wang ⋅ Gaokai Zhang ⋅ Li Lyna Zhang ⋅ Ning Shang ⋅ Fan Yang ⋅ Dongyao Chen ⋅ Mao Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1124
From Conversation to Query Execution: Benchmarking User and Tool Interactions for EHR Database Agents
In Poster Session 1 Pavilion 3
Gyubok Lee · Woosog Chay · Heeyoung Kwak · Yeong Kim · Haanju Yoo · Oksoon Jeong · Meong Hi Son · Edward Choi
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1125
Joint Adaptation of Uni-modal Foundation Models for Multi-modal Alzheimer's Disease Diagnosis
In Poster Session 1 Pavilion 3
Wentao Gu · Yuquan Li · Xinyang Jiang · Zilong Wang · Dongsheng Li · Zehui Li · Zijian Dong · Cai Zhao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4512
Probing in the Dark: State Entropy Maximization for POMDPs
In Poster Session 1 Pavilion 4
Yonatan Ashlag · Mirco Mutti · Aviv Tamar · Kfir Y Levy
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1126
NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context
In Poster Session 1 Pavilion 3
Ben Yao · Qiuchi Li · Yazhou Zhang · Yang siyu · Bohan Zhang · Prayag Tiwari · Jing Qin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4511
No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping
In Poster Session 1 Pavilion 4
Thanh-Long V. Le · Myeongho Jeon · Kim Vu · Viet Lai · Eunho Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4510
One Model for All Tasks: Leveraging Efficient World Models in Multi-Task Planning
In Poster Session 1 Pavilion 4
Yuan Pu ⋅ Yazhe Niu ⋅ Jia Tang ⋅ Junyu Xiong ⋅ Shuai Hu ⋅ Hongsheng Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1226
Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs
In Poster Session 1 Pavilion 3
Xiaoke Huang · Ningsen Wang · Hui Liu · Xianfeng Tang · Yuyin Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1225
A Structured, Tagged, and Localized Visual Question Answering Dataset with Full Sentence Answers and Scene Graphs for Chest X-ray Images
In Poster Session 1 Pavilion 3
Philip Müller · Friederike Jungmann · Georgios Kaissis · Daniel Rueckert
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4509
Self-Improving Skill Learning for Robust Skill-based Meta-Reinforcement Learning
In Poster Session 1 Pavilion 4
Seungyul Han ⋅ Sanghyeon Lee ⋅ Sangjun Bae ⋅ Yisak Park
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1224
Nef-Net v2: Adapting Electrocardio Panorama in the wild
In Poster Session 1 Pavilion 3
Zehui Zhan · Yaojun Hu · Jiajing Zhang · Wanchen Lian · Wanqing Wu · Jintai Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1223
FETAL-GAUGE: A BENCHMARK FOR ASSESSING VISION-LANGUAGE MODELS IN FETAL ULTRASOUND
In Poster Session 1 Pavilion 3
Hussain Alasmawi · Numan Saeed · Mohammad Yaqub
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4507
Zero-Shot Adaptation of Behavioral Foundation Models to Unseen Dynamics
In Poster Session 1 Pavilion 4
Maksim Bobrin ⋅ Ilya Zisman ⋅ Alexander Nikulin ⋅ Vladislav Kurenkov ⋅ Dmitry Dylov
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1222
ProstaTD: Bridging Surgical Triplet from Classification to Fully Supervised Detection
In Poster Session 1 Pavilion 3
Yiliang Chen ⋅ Zhixi Li ⋅ Cheng Xu ⋅ Alex Liu ⋅ Ruize Cui ⋅ Xuemiao Xu ⋅ Jeremy Teoh ⋅ Shengfeng He ⋅ Jing Qin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4506
Strict Subgoal Execution: Reliable Long-Horizon Planning in Hierarchical Reinforcement Learning
In Poster Session 1 Pavilion 4
Seungyul Han ⋅ Jaebak Hwang ⋅ Sanghyeon Lee ⋅ Jeongmo Kim
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1221
A Schrödinger Eigenfunction Method for Long-Horizon Stochastic Optimal Control
In Poster Session 1 Pavilion 3
Louis Claeys ⋅ Artur Goldman ⋅ Zebang Shen ⋅ Niao He
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4505
Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
In Poster Session 1 Pavilion 4
Anisha Gunjal · Anthony Wang · Elaine Lau · Vaskar Nath · Yunzhong He · Bing Liu · Sean Hendryx
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4504
Does “Do Differentiable Simulators Give Better Policy Gradients?” Give Better Policy Gradients?
In Poster Session 1 Pavilion 4
Ku Onoda · Paavo Parmas · Manato Yaguchi · Yutaka Matsuo
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1220
Locally Subspace-Informed Neural Operators for Efficient Multiscale PDE Solving
In Poster Session 1 Pavilion 3
Alexander Rudikov ⋅ Vladimir Fanaskov ⋅ Sergei Stepanov ⋅ Buzheng Shan ⋅ Ekaterina Muravleva ⋅ Yalchin Efendiev ⋅ Ivan Oseledets
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1219
Operator Learning with Domain Decomposition for Geometry Generalization in PDE Solving
In Poster Session 1 Pavilion 3
Jianing Huang ⋅ Kaixuan Zhang ⋅ Youjia Wu ⋅ Ze Cheng
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4503
EEPO: Exploration-Enhanced Policy Optimization via Sample-Then-Forget
In Poster Session 1 Pavilion 4
Liang CHEN · Xueting Han · Qizhou Wang · Bo Han · Jing Bai · Hinrich Schuetze · Kam-Fai Wong
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1218
Breaking Scale Anchoring: Frequency Representation Learning for Accurate High-Resolution Inference from Low-Resolution Training
In Poster Session 1 Pavilion 3
Wenshuo Wang · Fan Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4502
Unlocking Long-Horizon Agentic Search with Large-Scale End-to-End RL
In Poster Session 1 Pavilion 4
Jiaxuan Gao · Wei Fu · Minyang Xie · Shusheng Xu · Chuyi He · Zhiyu Mei · Banghua Zhu · Yi Wu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1217
villa-X: Enhancing Latent Action Modeling in Vision-Language-Action Models
In Poster Session 1 Pavilion 3
Xiaoyu Chen · Hangxing Wei · Pushi Zhang · Chuheng Zhang · Kaixin Wang · Yanjiang Guo · Rushuai Yang · Yucen Wang · Xinquan Xiao · Li Zhao · Jianyu Chen · Jiang Bian
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4501
Q-RAG: Long Context Multi‑Step Retrieval via Value‑Based Embedder Training
In Poster Session 1 Pavilion 4
Artyom Sorokin ⋅ Nazar Buzun ⋅ Aleksandr Anokhin ⋅ Egor VEDERNIKOV ⋅ Petr Anokhin ⋅ Mikhail Burtsev ⋅ Evgeny Burnaev
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4601
Learning Massively Multitask World Models for Continuous Control
In Poster Session 1 Pavilion 4
Nick Hansen · Hao Su · Xiaolong Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1216
Vision-Language-Action Instruction Tuning: From Understanding to Manipulation
In Poster Session 1 Pavilion 3
Shuai Yang ⋅ Hao Li ⋅ Bin Wang ⋅ Yilun Chen ⋅ Yang Tian ⋅ Tai Wang ⋅ Hanqing Wang ⋅ Feng Zhao ⋅ Yiyi Liao ⋅ Jiangmiao Pang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4602
GRL-SNAM: Geometric Reinforcement Learning with Differential Hamiltonians for Navigation and Mapping in Unknown Environments
In Poster Session 1 Pavilion 4
Aditya Ellendula · Yi Wang · Minh Nguyen · Chandrajit Bajaj
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1215
Manipulation as in Simulation: Enabling Accurate Geometry Perception in Robots
In Poster Session 1 Pavilion 3
Minghuan Liu · Zhengbang Zhu · Xiaoshen Han · PengHu · Haotong Lin · Xinyao Li · Jingxiao Chen · Jiafeng Xu · Yichu Yang · Yunfeng Lin · Xinghang Li · Yong Yu · Weinan Zhang · Tao Kong · Bingyi Kang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4603
RECAST: Expanding the Boundaries of LLMs' Complex Instruction Following with Multi-Constraint Data
In Poster Session 1 Pavilion 4
Zhengkang Guo · Wenhao Liu · Mingchen Xie · Jingwen Xu · Zisu Huang · Muzhao Tian · Jianhan Xu · Yuanzhe Shen · Qi Qian · Muling Wu · Xiaohua Wang · Heda Wang · Yao Hu · Changze Lv · Xuanjing Huang · Xiaoqing Zheng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1214
Emergent Dexterity Via Diverse Resets and Large-Scale Reinforcement Learning
In Poster Session 1 Pavilion 3
Patrick Yin ⋅ Tyler Westenbroek ⋅ Zhengyu Zhang ⋅ Ignacio Dagnino ⋅ Eeshani Shilamkar ⋅ Numfor Mbiziwo-Tiapo ⋅ Simran Bagaria ⋅ Xinlei Liu ⋅ Galen Mullins ⋅ Andrey Kolobov ⋅ Abhishek Gupta
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1213
Steerable Adversarial Scenario Generation through Test-Time Preference Alignment
In Poster Session 1 Pavilion 3
Tong Nie · Yuewen Mei · Yihong Tang · Junlin He · Jie Sun · Haotian Shi · Wei Ma · Jian Sun
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4604
Self-Aligned Reward: Towards Effective and Efficient Reasoners
In Poster Session 1 Pavilion 4
Peixuan Han · ADIT KRISHNAN · Gerald Friedland · Jiaxuan You · Luyang Kong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1212
PEERING INTO THE UNKNOWN: ACTIVE VIEW SELECTION WITH NEURAL UNCERTAINTY MAPS FOR 3D RECONSTRUCTION
In Poster Session 1 Pavilion 3
Zhengquan Zhang ⋅ Feng Xu ⋅ Mengmi Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4605
Understanding and Improving Hyperbolic Deep Reinforcement Learning
In Poster Session 1 Pavilion 4
Timo Klein ⋅ Thomas Lang ⋅ Andrii Shkabrii ⋅ Alexander Sturm ⋅ Kevin Sidak ⋅ Lukas Miklautz ⋅ Claudia Plant ⋅ Yllka Velaj ⋅ Sebastian Tschiatschek
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1211
Translating Flow to Policy via Hindsight Online Imitation
In Poster Session 1 Pavilion 3
Yitian Zheng · Zhangchen Ye · Weijun Dong · Shengjie Wang · Yuyang Liu · Chongjie Zhang · Chuan Wen · Yang Gao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4606
Sample Lottery: Unsupervised Discovery of Critical Instances for LLM Reasoning
In Poster Session 1 Pavilion 4
Zhiping Xiao · Yusheng Zhao · Qixin ZHANG · Jiaye Xie · Wanjia Zhao · Weizhi Zhang · Xiao Luo · Philip Yu · Ming Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3214
Single-stream Policy Optimization
In Poster Session 1 Pavilion 4
Zhongwen Xu ⋅ Zihan Ding
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4607
ExGRPO: Learning to Reason from Experience
In Poster Session 1 Pavilion 4
Runzhe Zhan ⋅ Yafu Li ⋅ Zhi Wang ⋅ Xiaoye Qu ⋅ Dongrui Liu ⋅ Jing Shao ⋅ Derek Wong ⋅ Yu Cheng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1209
RAP: 3D Rasterization Augmented End-to-End Planning
In Poster Session 1 Pavilion 3
Lan Feng · Yang Gao · Eloi Zablocki · Quanyi Li · Wuyang Li · Sichao Liu · MATTHIEU CORD · Alexandre Alahi
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4608
Controllable Exploration in Hybrid-Policy RLVR for Multi-Modal Reasoning
In Poster Session 1 Pavilion 4
Zhuoxu Huang · Mengxi Jia · Hao Sun · Xuelong Li · Jungong Han
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4609
Goal Reaching with Eikonal-Constrained Hierarchical Quasimetric Reinforcement Learning
In Poster Session 1 Pavilion 4
Vittorio Giammarino ⋅ Ahmed Hussain Qureshi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1208
One Demo Is All It Takes: Planning Domain Derivation with LLMs from A Single Demonstration
In Poster Session 1 Pavilion 3
Jinbang Huang · Yixin Xiao · Zhanguang Zhang · Mark Coates · Jianye HAO · Yingxue Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4610
RM-R1: Reward Modeling as Reasoning
In Poster Session 1 Pavilion 4
Xiusi Chen ⋅ Gaotang Li ⋅ Ziqi Wang ⋅ Bowen Jin ⋅ Cheng Qian ⋅ Yu Wang ⋅ Hongru WANG ⋅ Yu Zhang ⋅ Denghui Zhang ⋅ Tong Zhang ⋅ Hanghang Tong ⋅ Heng Ji
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1207
Interleave-VLA: Enhancing Robot Manipulation with Image-Text Interleaved Instructions
In Poster Session 1 Pavilion 3
Cunxin Fan · Xiaosong Jia · Yihang Sun · Yixiao Wang · Jianglan Wei · Ziyang Gong · Xiangyu Zhao · Masayoshi Tomizuka · Xue Yang · Junchi Yan · Mingyu Ding
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1206
QVLA: Not All Channels Are Equal in Vision-Language-Action Model's Quantization
In Poster Session 1 Pavilion 3
Yuhao Xu · Yantai Yang · Zhenyang Fan · Yufan Liu · Yuming Li · Bing Li · Zhipeng Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Blog Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4611
Learning to Maximize Rewards via Reaching Goals
In Poster Session 1 Pavilion 4
Chongyi Zheng ⋅ Mahsa Bastankhah ⋅ Grace Liu ⋅ Benjamin Eysenbach
[ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4612
Directed Exploration in Reinforcement Learning from Linear Temporal Logic
In Poster Session 1 Pavilion 4
Marco Bagatella · Andreas Krause · Georg Martius
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4613
ActiveDPO: Active Direct Preference Optimization for Sample-Efficient Alignment
In Poster Session 1 Pavilion 4
Xiaoqiang Lin ⋅ Arun Verma ⋅ Zhongxiang Dai ⋅ Daniela Rus ⋅ See-Kiong Ng ⋅ Bryan Kian Hsiang Low
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1204
Virtual Community: An Open World for Humans, Robots, and Society
In Poster Session 1 Pavilion 3
Qinhong Zhou ⋅ Hongxin Zhang ⋅ Xiangye Lin ⋅ Zheyuan Zhang ⋅ Yutian Chen ⋅ Wenjun Liu ⋅ Zunzhe Zhang ⋅ Sunli Chen ⋅ Lixing Fang ⋅ Qiushi Lyu ⋅ Xinyu Sun ⋅ Jincheng Yang ⋅ Zeyuan Wang ⋅ Bao Dang ⋅ Zhehuan Chen ⋅ Daksha Ladia ⋅ Quang Dang ⋅ Jiageng Liu ⋅ Chuang Gan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1203
Unified Vision-Language-Action Model
In Poster Session 1 Pavilion 3
Yuqi Wang · Xinghang Li · Wenxuan Wang · Junbo Zhang · Yingyan Li · Yuntao Chen · Xinlong Wang · Zhaoxiang Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4614
MAD-Logic: Multi-Agent Debate Enhances Symbolic Translation and Reasoning
In Poster Session 1 Pavilion 4
Haocheng Yang · Fengxiang Cheng · Tianjun Yao · Mengyue Yang · Jiajun Chai · Xiaohan Wang · Guojun Yin · Wei Lin · Soummya Kar · Fenrong Liu · Haoxuan Li · Yisen Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4615
Who Matters Matters: Agent-Specific Conservative Offline MARL
In Poster Session 1 Pavilion 4
Haosheng Chen · Yun Hua · Wenhao Li · Shiqin Wang · Xiangfeng Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1202
ReCogDrive: A Reinforced Cognitive Framework for End-to-End Autonomous Driving
In Poster Session 1 Pavilion 3
yongkang li · Kaixin Xiong · Xiangyu Guo · Fang Li · Sixu Yan · Gangwei Xu · Lijun Zhou · Long Chen · Haiyang Sun · Bing Wang · Kun Ma · Guang Chen · Hangjun Ye · Wenyu Liu · Xinggang Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4616
Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems
In Poster Session 1 Pavilion 4
Keyu Li ⋅ Jin Gao ⋅ Dequan Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3218
Cortical Policy: A Dual-Stream View Transformer for Robotic Manipulation
In Poster Session 1 Pavilion 4
Xuening Zhang · Qi Lv · Xiang Deng · Miao Zhang · Xingbo Liu · Liqiang Nie
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1301
Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning
In Poster Session 1 Pavilion 3
Ganlin Yang · Tianyi Zhang · Haoran Hao · Weiyun Wang · Yibin Liu · Dehui Wang · Guanzhou Chen · Zijian Cai · Junting Chen · Weijie Su · Wengang Zhou · Yu Qiao · Jifeng Dai · Jiangmiao Pang · Gen Luo · Wenhai Wang · Yao Mu · Zhi Hou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4617
SPACeR: Self-Play Anchoring with Centralized Reference Models
In Poster Session 1 Pavilion 4
Wei-Jer Chang ⋅ Akshay Rangesh ⋅ Kevin Joseph ⋅ Matthew Strong ⋅ Masayoshi Tomizuka ⋅ yihan hu ⋅ Wei Zhan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1302
MemoryVLA: Perceptual-Cognitive Memory in Vision-Language-Action Models for Robotic Manipulation
In Poster Session 1 Pavilion 3
Hao Shi ⋅ Bin Xie ⋅ Yingfei Liu ⋅ Lin Sun ⋅ Fengrong Liu ⋅ Tiancai Wang ⋅ Erjin Zhou ⋅ Haoqiang Fan ⋅ Xiangyu Zhang ⋅ Gao Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4618
Multi-Agent Guided Policy Optimization
In Poster Session 1 Pavilion 4
yueheng li · Guangming Xie · Zongqing Lu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4718
CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
In Poster Session 1 Pavilion 4
Zirui Yuan · Siqi Lai · Hao Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4717
Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow
In Poster Session 1 Pavilion 4
Xinlei Yu ⋅ Chengming Xu ⋅ Guibin Zhang ⋅ Yongbo He ⋅ Zhangquan Chen ⋅ Zhucun Xue ⋅ Jiangning Zhang ⋅ Yue Liao ⋅ Xiaobin Hu ⋅ Yu-Gang Jiang ⋅ Shuicheng YAN
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1304
Differentiable Simulation of Hard Contacts with Soft Gradients for Learning and Control
In Poster Session 1 Pavilion 3
Anselm Paulus ⋅ Andreas René Geist ⋅ Pierre Schumacher ⋅ Vít Musil ⋅ Simon Rappenecker ⋅ Georg Martius
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1305
TaCo: A Benchmark for Lossless and Lossy Codecs of Heterogeneous Tactile Data
In Poster Session 1 Pavilion 3
Zhengxue Cheng ⋅ Yan Zhao ⋅ Keyu Wang ⋅ Hengdi ZHANG ⋅ Li Song
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4716
Negotiated Reasoning: On Provably Addressing Relative Over-Generalization
In Poster Session 1 Pavilion 4
Junjie Sheng · Yantian Wang · Bo Jin · Hongyuan Zha · Jun Wang · Wenhao Li · Xiangfeng Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1306
Weight-Space Linear Recurrent Neural Networks
In Poster Session 1 Pavilion 3
Roussel Nzoyem ⋅ Nawid Keshtmand ⋅ Enrique Crespo Fernandez ⋅ Idriss TSAYEM ⋅ Raul Santos-Rodriguez ⋅ David Barton ⋅ Tom Deakin
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4715
Learning to summarize user information for personalized reinforcement learning from human feedback
In Poster Session 1 Pavilion 4
HyunJi Nam ⋅ Yanming Wan ⋅ Mickel Liu ⋅ Peter Ahnn ⋅ Jianxun Lian ⋅ Natasha Jaques
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4714
Co-rewarding: Stable Self-supervised RL for Eliciting Reasoning in Large Language Models
In Poster Session 1 Pavilion 4
Zizhuo Zhang ⋅ Jianing ZHU ⋅ Xinmu Ge ⋅ Zihua Zhao ⋅ (Andrew) Zhanke Zhou ⋅ Xuan Li ⋅ Xiao Feng ⋅ Jiangchao Yao ⋅ Bo Han
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1308
PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting
In Poster Session 1 Pavilion 3
Ao Hu · Liangjian Wen · Jiang Duan · Yong Dai · HE YAN · Dongkai Wang · Jun Wang · Yukun Zhang · Ruoxi Jiang · Zenglin Xu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4713
From Observations to Events: Event-Aware World Models for Reinforcement Learning
In Poster Session 1 Pavilion 4
Peng Zhao-Han · Shaohui Li · Zhi Li · Shulan Ruan · Yu LIU · You He
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1309
Bridging Past and Future: Distribution-Aware Alignment for Time Series Forecasting
In Poster Session 1 Pavilion 3
Yifan Hu · Jie Yang · Tian Zhou · Peiyuan Liu · Yujin Tang · Rong Jin · Liang Sun
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4712
Efficient Best-of-Both-Worlds Algorithms for Contextual Combinatorial Semi-Bandits
In Poster Session 1 Pavilion 4
Mengmeng Li · Philipp Schneider · Jelisaveta Aleksic · Daniel Kuhn
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4711
Online Decision Making with Generative Action Sets
In Poster Session 1 Pavilion 4
Jianyu Xu · Vidhi Jain · Bryan Wilder · Aarti Singh
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1310
Learning Koopman Representations with Controllability Guarantees
In Poster Session 1 Pavilion 3
Keyan Miao ⋅ Han Wang ⋅ Xuda Ding ⋅ Konstantinos Gatsis ⋅ Andreas Krause ⋅ Antonis Papachristodoulou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1311
Test-Time Efficient Pretrained Model Portfolios for Time Series Forecasting
In Poster Session 1 Pavilion 3
Mert Kayaalp · Caner Turkmen · Oleksandr Shchur · Pedro Mercado · Abdul Fatir Ansari · Michael Bohlke-Schneider · Bernie Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4710
REA-RL: Reflection-Aware Online Reinforcement Learning for Efficient Reasoning
In Poster Session 1 Pavilion 4
Hexuan Deng · Wenxiang Jiao · Xuebo Liu · Jun Rao · Min Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1312
Micro-Macro Coupled Koopman Modeling on Graph for Traffic Flow Prediction
In Poster Session 1 Pavilion 3
Bairan Xiang · Chenguang Zhao · Huan Yu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4709
SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration
In Poster Session 1 Pavilion 4
Kaustubh Mani ⋅ Yann Pequignot ⋅ Vincent Mai ⋅ Liam Paull
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4708
Beyond Distributions: Geometric Action Control for Continuous Reinforcement Learning
In Poster Session 1 Pavilion 4
Zhihao Lin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1313
Towards Multimodal Time Series Anomaly Detection with Semantic Alignment and Condensed Interaction
In Poster Session 1 Pavilion 3
Shiyan Hu · Jianxin Jin · Yang Shu · Peng Chen · Bin Yang · Guo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1314
Reliable Probabilistic Forecasting of Irregular Time Series through Marginalization-Consistent Flows
In Poster Session 1 Pavilion 3
Vijaya Krishna Yalavarthi · Randolf Scholz · Christian Klötergens · Kiran Madhusudhanan · Stefan Born · Lars Schmidt-Thieme
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4707
Solving Parameter-Robust Avoid Problems with Unknown Feasibility using Reinforcement Learning
In Poster Session 1 Pavilion 4
Oswin So ⋅ Eric Yu ⋅ Songyuan Zhang ⋅ Matthew Cleaveland ⋅ Mitchell Black ⋅ Chuchu Fan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1315
STABLE: Shift-Tolerant Allocation via Black-Litterman Using Conditional Diffusion Estimates
In Poster Session 1 Pavilion 3
YEJUN SOUN ⋅ Hosung Lee ⋅ Suyoung Park ⋅ U Kang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1316
Aurora: Towards Universal Generative Multimodal Time Series Forecasting
In Poster Session 1 Pavilion 3
Xingjian Wu · Jianxin Jin · Wanghui Qiu · Peng Chen · Yang Shu · Bin Yang · Guo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4705
WebArbiter: A Generative Reasoning Process Reward Model for Web Agents
In Poster Session 1 Pavilion 4
Yao Zhang ⋅ Shijie Tang ⋅ Zeyu Li ⋅ Zhen Han ⋅ Volker Tresp
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4704
Learning Admissible Heuristics for A*: Theory and Practice
In Poster Session 1 Pavilion 4
Ehsan Futuhi · Nathan Sturtevant
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1317
DeNOTS: Stable Deep Neural ODEs for Time Series
In Poster Session 1 Pavilion 3
Ilya Kuleshov ⋅ Evgenia Romanenkova ⋅ Vladislav Zhuzhel ⋅ Galina Boeva ⋅ Evgeni Vorsin ⋅ Alexey Zaytsev
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1318
TS-DDAE: A Novel Temporal-Spectral Denoising Diffusion AutoEncoder for Wireless Signal Recognition Model Pre-training
In Poster Session 1 Pavilion 3
Yaoqi Liu · Jin Wang · HUI WANG · Chuan Shi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4703
Regret-Guided Search Control for Efficient Learning in AlphaZero
In Poster Session 1 Pavilion 4
Yun-Jui Tsai ⋅ Wei-Yu Chen ⋅ Yan-Ru Ju ⋅ Yu-Hung Chang ⋅ Ti-Rong Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4702
Planning with an Embodied Learnable Memory
In Poster Session 1 Pavilion 4
Priyam Parashar · Jacob Krantz · Matthew Chang · Kavit Shah · Xavier Puig · Roozbeh Mottaghi
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1319
ST-HHOL: Spatio-Temporal Hierarchical Hypergraph Online Learning for Crime Prediction
In Poster Session 1 Pavilion 3
Keqing Du · Yufan Kang · Xinyu Yang · Wei Shao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1320
TIMESLIVER : SYMBOLIC-LINEAR DECOMPOSITION FOR EXPLAINABLE TIME SERIES CLASSIFICATION
In Poster Session 1 Pavilion 3
Akash Pandey ⋅ Payal Mohapatra ⋅ Wei Chen ⋅ Qi Zhu ⋅ Sinan Keten
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4701
Latent Adaptation of Foundation Policies for Sim-to-Real Transfer
In Poster Session 1 Pavilion 4
Longchao Da · T Kutralingam · Lirong Xiang · Hua Wei
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4801
SFT Doesn’t Always Hurt General Capabilities: Revisiting Domain-Specific Fine-Tuning in LLMs
In Poster Session 1 Pavilion 4
Jiacheng Lin · Zhongruo Wang · Kun Qian · Tian Wang · Arvind Srinivasan · Hansi Zeng · Ruochen Jiao · Xie Zhou · Jiri Gesi · Dakuo Wang · Yufan Guo · Kai Zhong · Weiqi Zhang · sujay sanghavi · Changyou Chen · Hyokun Yun · Lihong Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1321
A General Spatio-Temporal Backbone with Scalable Contextual Pattern Bank for Urban Continual Forecasting
In Poster Session 1 Pavilion 3
Aoyu Liu · Yaying Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4802
Lipschitz Bandits with Stochastic Delayed Feedback
In Poster Session 1 Pavilion 4
Zhongxuan Liu ⋅ Yue Kang ⋅ Thomas Lee
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1322
CoRA: Boosting Time Series Foundation Models for Multivariate Forecasting through Correlation-aware Adapter
In Poster Session 1 Pavilion 3
Hanyin Cheng · Xingjian Wu · Yang Shu · Zhongwen Rao · Lujia Pan · Bin Yang · Guo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1323
When Foundation Models are One-Liners: Limitations and Future Directions for Time Series Anomaly Detection
In Poster Session 1 Pavilion 3
Xiaokun Zhu ⋅ Louis Carpentier ⋅ Mathias Verbeke
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4803
On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting
In Poster Session 1 Pavilion 4
Wenhao Zhang · Yuexiang Xie · Yuchang Sun · Yanxi Chen · Guoyin Wang · Yaliang Li · Bolin Ding · Jingren Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4804
Asynchronous Policy Gradient Aggregation for Efficient Distributed Reinforcement Learning
In Poster Session 1 Pavilion 4
Alexander Tyurin ⋅ Andrei Spiridonov ⋅ Varvara Rudenko
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1324
TimeSeriesExamAgent: Creating Time Series Reasoning Benchmarks at Scale
In Poster Session 1 Pavilion 3
Malgorzata Gwiazda ⋅ Yifu Cai ⋅ Mononito Goswami ⋅ Arjun Choudhry ⋅ Artur Dubrawski
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1325
Lost in the Non-convex Loss Landscape: How to Fine-tune the Large Time Series Model?
In Poster Session 1 Pavilion 3
Xu Zhang · Peng Wang · Wei Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4805
ARM-FM: Automated Reward Machines via Foundation Models for Compositional Reinforcement Learning
In Poster Session 1 Pavilion 4
Roger Creus Castanyer · Faisal Mohamed · Pablo Samuel Castro · Cyrus Neary · Glen Berseth
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4806
Incentivizing Consistent, Effective and Scalable Reasoning Capability in Audio LLMs via Reasoning Process Rewards
In Poster Session 1 Pavilion 4
Jiajun Fan ⋅ Roger Ren ⋅ Jingyuan Li ⋅ Rahul Pandey ⋅ Prashanth Gurunath Shivakumar ⋅ Ivan Bulyko ⋅ Ankur Gandhe ⋅ Ge Liu ⋅ Yile Gu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1326
PGRF-Net: A Prototype-Guided Relational Fusion Network for Diagnostic Multivariate Time-Series Anomaly Detection
In Poster Session 1 Pavilion 3
Jahoon Jeong ⋅ Hyunsoo Yoon
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4807
On the Computational Limits of AI4S-RL : A Unified $\varepsilon$-$N$ Analysis
In Poster Session 1 Pavilion 4
Qili Shen · Kairui Feng · Ang He · Xuanhong Chen · Dake Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1426
Towards True Speech-to-Speech Models Without Text Guidance
In Poster Session 1 Pavilion 3
Xingjian Zhao ⋅ Zhe Xu ⋅ Luozhijie Jin ⋅ Yang Wang ⋅ Hanfu Chen ⋅ Yaozhou Jiang ⋅ Ke Chen ⋅ Ruixiao Li ⋅ Mingshu Chen ⋅ Ruiming Wang ⋅ Wenbo Zhang ⋅ Qinyuan Cheng ⋅ Zhaoye Fei ⋅ Shimin Li ⋅ Xipeng Qiu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1425
TSM-Bench: Detecting LLM-Generated Text in Real-World Wikipedia Editing Practices
In Poster Session 1 Pavilion 3
Gerrit Quaremba · Elizabeth Black · Denny Vrandečić · Elena Simperl
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4808
EMFuse: Energy-based Model Fusion for Decision Making
In Poster Session 1 Pavilion 4
Kejie He · Yi-Chen Li · Yang Yu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4809
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models
In Poster Session 1 Pavilion 4
Runpeng Dai · Linfeng Song · Haolin Liu · Zhenwen Liang · Dian Yu · Haitao Mi · Zhaopeng Tu · Rui Liu · Tong Zheng · Hongtu Zhu · Dong Yu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1424
SealQA: Raising the Bar for Reasoning in Search-Augmented Language Models
In Poster Session 1 Pavilion 3
Thinh Pham ⋅ Nguyen Nguyen ⋅ Pratibha Zunjare ⋅ Weiyuan Chen ⋅ Yu-Min Tseng ⋅ Tu Vu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4810
OPPO: Accelerating PPO-based RLHF via Pipeline Overlap
In Poster Session 1 Pavilion 4
Kaizhuo Yan ⋅ YingJie Yu ⋅ Yifan Yu ⋅ Haizhong Zheng ⋅ Fan Lai
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1423
Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning
In Poster Session 1 Pavilion 3
Junnan Dong · Siyu An · Yifei Yu · QIANWEN ZHANG · Linhao Luo · Xiao Huang · di yin · Yunsheng Wu · Xing Sun
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4811
Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Method
In Poster Session 1 Pavilion 4
Haochen Wang · Xiangtai Li · Zilong Huang · Anran Wang · Jiacong Wang · Tao Zhang · Jiani zheng · Sule Bai · Zijian Kang · Jiashi Feng · Zhuochen Wang · Zhaoxiang Zhang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1422
LEXam: Benchmarking Legal Reasoning on 340 Law Exams
In Poster Session 1 Pavilion 3
Yu Fan · Jingwei Ni · Jakob Merane · Yang Tian · Yoan Hermstrüwer · Yinya Huang · Mubashara Akhtar · Etienne Salimbeni · Florian Geering · Oliver Dreyer · Daniel Brunner · Markus Leippold · Mrinmaya Sachan · Alexander Stremitzer · Christoph Engel · Elliott Ash · Joel Niklaus
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4812
OmniNav: A Unified Framework for Prospective Exploration and Visual-Language Navigation
In Poster Session 1 Pavilion 4
Xinda Xue · Junjun Hu · Minghua Luo · Shichao Xie · Jintao Chen · Zixun Xie · Quan Kuichen · Wei Guo · Zedong Chu · Mu Xu · Zhengzhou Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1421
Echo: Towards Advanced Audio Comprehension via Audio-Interleaved Reasoning
In Poster Session 1 Pavilion 3
Daiqing Wu · Xuan Zhang · Dongbao Yang · Jiashu Yao · Longfei Chen · Qingsong Liu · Sicheng Zhao · Can Ma · Yangyang Kang · Yu ZHOU
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1420
InnovatorBench: Evaluating Agents’ Ability to Conduct Innovative AI Research
In Poster Session 1 Pavilion 3
Yunze Wu · Dayuan Fu · Weiye Si · Zhen Huang · Mohan Jiang · Keyu Li · Shijie Xia · Jie Sun · Tianze Xu · Yang Xiao · Pengrui Lu · Xiaojie Cai · Lyumanshan Ye · Wenhong Zhu · Xiangkun Hu · Pengfei Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#608
Parallel Token Prediction for Language Models
In Poster Session 1 Pavilion 3
Felix Draxler ⋅ Justus Will ⋅ Farrin Sofian ⋅ THEOFANIS KARALETSOS ⋅ Sameer Singh ⋅ Stephan Mandt
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1419
Rethinking Reasoning in Document Ranking: Why Chain-of-Thought Falls Short
In Poster Session 1 Pavilion 3
Xuan Lu · Haohang Huang · Rui Meng · Yaohui Jin · Wenjun Zeng · Xiaoyu Shen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4814
NextQuill: Causal Preference Modeling for Enhancing LLM Personalization
In Poster Session 1 Pavilion 4
Xiaoyan Zhao ⋅ Juntao Jun ⋅ Yang Zhang ⋅ Wenjie Wang ⋅ Hong Cheng ⋅ Fuli Feng ⋅ See-Kiong Ng ⋅ Tat-Seng Chua
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1418
Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning
In Poster Session 1 Pavilion 3
Dayoon Ko · Jihyuk Kim · Haeju Park · Sohyeon Kim · Dahyun Lee · Yongrae Jo · Gunhee Kim · Moontae Lee · Kyungjae Lee
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4815
EmotionThinker: Prosody-Aware Reinforcement Learning for Explainable Speech Emotion Reasoning
In Poster Session 1 Pavilion 4
Dingdong WANG · Shujie LIU · Tianhua Zhang · Youjun Chen · Jinyu Li · Helen Meng
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4816
Flow Caching for Autoregressive Video Generation
In Poster Session 1 Pavilion 4
Yuexiao Ma · Xuzhe Zheng · Jing Xu · Xiwei Xu · Feng Ling · Xiawu Zheng · Huafeng Kuang · Huixia Li · XING WANG · Xuefeng Xiao · Fei Chao · Rongrong Ji
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1417
LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models
In Poster Session 1 Pavilion 3
Weibin Liao · Xin Gao · Tianyu Jia · Rihong Qiu · Yifan Zhu · Yang Lin · Xinyu Ma · Junfeng Zhao · Yasha Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4817
AutoDA-Timeseries: Automated Data Augmentation for Time Series
In Poster Session 1 Pavilion 4
Zijun Dou · Zhenhe Yao · Zhe Xie · Xidao Wen · Tong Xiao · Dan Pei
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1416
Chasing the Tail: Effective Rubric-based Reward Modeling for Large Language Model Post-Training
In Poster Session 1 Pavilion 3
Junkai Zhang · Zihao Wang · Lin Gui · Swarnashree Mysore Sathyendra · Jaehwan Jeong · Victor Veitch · Wei Wang · Yunzhong He · Bing Liu · Lifeng Jin
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4818
MemGen: Weaving Generative Latent Memory for Self-Evolving Agents
In Poster Session 1 Pavilion 4
Guibin Zhang · Muxin Fu · Shuicheng YAN
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1415
Improving Discrete Diffusion Unmasking Policies Beyond Explicit Reference Policies
In Poster Session 1 Pavilion 3
Chunsan Hong · Seonho An · Min-Soo Kim · Jong Chul YE
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4918
Hedonic Neurons: A Mechanistic Mapping of Latent Coalitions in Transformer MLPs
In Poster Session 1 Pavilion 4
Tanya Chowdhury ⋅ Atharva Nijasure ⋅ Yair Zick ⋅ James Allan
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1414
Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation
In Poster Session 1 Pavilion 3
Yanqi Dai · Yuxiang Ji · Xiao Zhang · Yong Wang · Xiangxiang Chu · Zhiwu Lu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1413
Reliable Fine-Grained Evaluation of Natural Language Math Proofs
In Poster Session 1 Pavilion 3
Wenjie Ma · Andrei Cojocaru · Neel Kolhe · Haihan Zhang · Vincent Zhuang · Matei Zaharia · Sewon Min
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4917
ORCaS: Unsupervised Depth Completion via Occluded Region Completion as Supervision
In Poster Session 1 Pavilion 4
Hyoungseob Park · Runjian Chen · Patrick Rim · Dong Lao · Alex Wong
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4916
The Potential of CoT for Reasoning: A Closer Look at Trace Dynamics
In Poster Session 1 Pavilion 4
Gregor Bachmann · Yichen Jiang · Seyed-Mohsen Moosavi-Dezfooli · Moin Nabi
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1412
Fixing the Broken Compass: Diagnosing and Improving Inference-Time Reward Modeling
In Poster Session 1 Pavilion 3
Jiachun Li ⋅ Pengfei Cao ⋅ Zhuoran Jin ⋅ Yubo Chen ⋅ Jiexin Xu ⋅ Huaijun Li ⋅ Xiaojian Jiang ⋅ Kang Liu ⋅ Jun Zhao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1411
Do LLMs Forget What They Should? Evaluating In-Context Forgetting in Large Language Models
In Poster Session 1 Pavilion 3
Yuli Qian · Zechuan Yang · Wenbiao Ding · Hongzhi Li · Yutao Xie
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4915
NFT: Bridging Supervised Learning and Reinforcement Learning in Math Reasoning
In Poster Session 1 Pavilion 4
Huayu Chen · Kaiwen Zheng · Qinsheng Zhang · Ganqu Cui · Yin Cui · Haotian Ye · Tsung-Yi Lin · Ming-Yu Liu · Jun Zhu · Haoxiang Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#405
From Natural Alignment to Conditional Controllability in Multimodal Dialogue
In Poster Session 1 Pavilion 3
Zeyu Jin ⋅ Songtao Zhou ⋅ Haoyu Wang ⋅ Minghao Tian ⋅ Kaifeng Yun ⋅ Zhuo Chen ⋅ Xiaoyu Qin ⋅ Jia Jia
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4914
PerfGuard: A Performance-Aware Agent for Visual Content Generation
In Poster Session 1 Pavilion 4
Zhipeng Chen · zhongrui zhang · Chao Zhang · Yifan Xu · LAN YANG · Jun Liu · Ke Li · Yi-Zhe Song
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1410
Tools are under-documented: Simple Document Expansion Boosts Tool Retrieval
In Poster Session 1 Pavilion 3
Xuan Lu · Haohang Huang · Rui Meng · Yaohui Jin · Wenjun Zeng · Xiaoyu Shen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4913
Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?
In Poster Session 1 Pavilion 4
Qinyan Zhang · Xinping Lei · Ruijie Miao · FU YU · Haojie Fan · Le Chang · Jiafan Hou · Dingling Zhang · Zhongfei Hou · ZiqiangYang · puchangxin · FEI HU · Jingkai Liu · JIAHENG LIU · Tong Yang · Zaiyuan Wang · Ge Zhang · Xinjie Chen · Jianpeng Jiao · Wenhao Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1409
Plan-Answer-Refine-on-Graph: Structured Planning and Self-Refinement for Large Language Model Reasoning on Knowledge Graphs
In Poster Session 1 Pavilion 3
Yuxin Shi · Han Fu · Zhuo Li · Chenghao Liu · Xiaoxue Ren · Jianling Sun
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4912
MAS$^2$: Self-Generative, Self-Configuring, Self-Rectifying Multi-Agent Systems
In Poster Session 1 Pavilion 4
Kun Wang · Guibin Zhang · ManKit Ye · Xinyu Deng · Dongxia Wang · Xiaobin Hu · Jinyang Guo · Yang Liu · Yufei Guo
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1408
REMem: Reasoning with Episodic Memory in Language Agent
In Poster Session 1 Pavilion 3
Yiheng Shu ⋅ Padmaja Jonnalagedda ⋅ Xiang Gao ⋅ Bernal Jimenez Gutierrez ⋅ Weijian Qi ⋅ Kamalika Das ⋅ Huan Sun ⋅ Yu Su
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1407
Multimodal Policy Internalization for Conversational Agents
In Poster Session 1 Pavilion 3
Zhenhailong Wang · Jiateng Liu · Amin Fazel · Ritesh Sarkhel · Xing Fan · Xiang Li · Chenlei Guo · Heng Ji · Ruhi Sarikaya
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4911
MaskCO: Masked Generation Drives Effective Representation Learning and Exploiting for Combinatorial Optimization
In Poster Session 1 Pavilion 4
Lvda Chen · Yang Li · Junchi Yan
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1406
Improving Attributed Long-form Question Answering with Intent Awareness
In Poster Session 1 Pavilion 3
Xinran Zhao ⋅ Aakanksha Naik ⋅ Jay DeYoung ⋅ Joseph Chee Chang ⋅ Jena Hwang ⋅ Sherry Wu ⋅ Varsha Kishore
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1405
Talk, Evaluate, Diagnose: User-aware Agent Evaluation with Automated Error Analysis
In Poster Session 1 Pavilion 3
Penny Chong ⋅ Harshavardhan Abichandani ⋅ Jiyuan SHEN ⋅ Atin Ghosh ⋅ Min Moe ⋅ Yifan Mai ⋅ Daniel Dahlmeier
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4909
LatentQA: Teaching LLMs to Decode Activations Into Natural Language
In Poster Session 1 Pavilion 4
Alexander Pan · Lijie Chen · Jacob Steinhardt
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1404
LightMem: Lightweight and Efficient Memory-Augmented Generation
In Poster Session 1 Pavilion 3
Jizhan Fang · Xinle Deng · Haoming Xu · Ziyan Jiang · Yuqi Tang · Ziwen Xu · Shumin Deng · Yunzhi Yao · Mengru Wang · Shuofei Qiao · Huajun Chen · Ningyu Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4908
Stability Under Scrutiny: Benchmarking Representation Paradigms for Online HD Mapping
In Poster Session 1 Pavilion 4
Hao Shan · Ruikai Li · Han Jiang · Yizhe Fan · Ziyang Yan · Bohan Li · Xiaoshuai Hao · Hao Zhao · Zhiyong Cui · Yilong Ren · Haiyang Yu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1403
From Utterance to Vividity: Training Expressive Subtitle Translation LLM via Adaptive Local Preference Optimization
In Poster Session 1 Pavilion 3
Chaoqun Cui · Shijing Wang · Liangbin Huang · Qingqing Gu · Zhaolong Huang · Xiao Zeng · Wenji Mao
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4907
PRISM: Partial-label Relational Inference with Spatial and Spectral Cues
In Poster Session 1 Pavilion 4
Yiyang Gu · Wenrui Wu · Yifang Qin · Taian Guo · Tao Zhe · Jiaru Tang · Zhiping Xiao · Weizhi Zhang · Ziyue Qiao · Wei Ju · Dongjie Wang · Xiao Luo · Philip Yu · Ming Zhang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4906
Rethinking LLM Evaluation: Can We Evaluate LLMs with 200× Less Data?
In Poster Session 1 Pavilion 4
Shaobo Wang · Cong Wang · Wenjie Fu · Yue Min · Mingquan Feng · Isabel Guan · Xuming Hu · Conghui He · Cunxiang Wang · Kexin Yang · Xingzhang Ren · Fei Huang · Dayiheng Liu · Linfeng Zhang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1402
How Reliable is Language Model Micro-Benchmarking?
In Poster Session 1 Pavilion 3
Gregory Yauney · Shahzaib Warraich · Swabha Swayamdipta
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4905
Taming Hierarchical Image Coding Optimization: A Spectral Regularization Perspective
In Poster Session 1 Pavilion 4
Wuyang Cong · Junqi Shi · Ming Lu · Xu Zhang · Zhan Ma
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1401
PrismAudio: Decomposed Chain-of-Thought and Multi-dimensional Rewards for Video-to-Audio Generation
In Poster Session 1 Pavilion 3
Huadai Liu · Kaicheng Luo · Wen Wang · Qian Chen · Peiwen Sun · Rongjie Huang · Xiangang Li · Jieping Ye · Wei Xue
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4904
From Markov to Laplace: How Mamba In-Context Learns Markov Chains
In Poster Session 1 Pavilion 4
Marco Bondaschi ⋅ Nived Rajaraman ⋅ Xiuying Wei ⋅ Razvan Pascanu ⋅ Caglar Gulcehre ⋅ Michael Gastpar ⋅ Ashok Makkuva
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1501
The Open Proof Corpus: A Large-Scale Study of LLM-Generated Mathematical Proofs
In Poster Session 1 Pavilion 3
Jasper Dekoninck · Ivo Petrov · Kristian Minchev · Miroslav Marinov · Maria Drencheva · Lyuba Konova · Milen Shumanov · Kaloyan Tsvetkov · Nikolay Drenchev · Lazar Todorov · Kalina Nikolova · Nikolay Georgiev · Vanesa Kalinkova · Margulan Ismoldayev · Mislav Balunovic · Martin Vechev
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1502
Speech World Model: Causal State–Action Planning with Explicit Reasoning for Speech
In Poster Session 1 Pavilion 3
Xuanru Zhou · Jiachen Lian · Henry Hong · Xinyi Yang · Gopala Anumanchipalli
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4903
PTQ4ARVG: Post-Training Quantization for AutoRegressive Visual Generation Models
In Poster Session 1 Pavilion 4
Xuewen Liu · Zhikai Li · Jing Zhang · Mengjuan Chen · Jianquan Li · Qingyi Gu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4902
Bridging Degradation Discrimination and Generation for Universal Image Restoration
In Poster Session 1 Pavilion 4
Jiakui Hu ⋅ Zhengjian Yao ⋅ Lujia Jin ⋅ Yanye Lu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1503
Beyond Pass@ 1: Self-Play with Variational Problem Synthesis Sustains RLVR
In Poster Session 1 Pavilion 3
Xiao Liang ⋅ Zhong-Zhi Li ⋅ Yeyun Gong ⋅ yelong shen ⋅ Yingnian Wu ⋅ Zhijiang Guo ⋅ Weizhu Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1504
Credit-Budgeted ICPC-Style Coding: When Agents Must Pay for Every Decision
In Poster Session 1 Pavilion 3
Lingfeng Zhou · Junhao Shi · Jin Gao · Dequan Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4901
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
In Poster Session 1 Pavilion 4
Mingxuan Du · Benfeng Xu · Chiwei Zhu · Licheng Zhang · Xiaorui Wang · Zhendong Mao
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5001
SpatiaLab: Can Vision–Language Models Perform Spatial Reasoning in the Wild?
In Poster Session 1 Pavilion 4
Azmine Toushik Wasi · Wahid Faisal · Abdur Rahman · Mahfuz Ahmed Anik · Munem Shahriar · Mohsin Topu · Sadia Tasnim Meem · Rahatun Priti · Sabrina Mitu · Iqramul Hoque · Shahriyar Ridoy · Mohammed Eunus Ali · Majd Hawasly · Mohammad Raza · Md Rizwan Parvez
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1505
LLMs Get Lost In Multi-Turn Conversation
In Poster Session 1 Pavilion 3
Philippe Laban ⋅ Hiroaki Hayashi ⋅ Yingbo Zhou ⋅ Jennifer Neville
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1506
Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Principles
In Poster Session 1 Pavilion 3
Qingyan Wei · Yaojie Zhang · Zhiyuan Liu · Puyu Zeng · Yuxuan Wang · Biqing Qi · Dongrui Liu · Linfeng Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1507
Towards Reliable Benchmarking: A Contamination Free, Controllable Evaluation Framework for Multi-step LLM Function Calling
In Poster Session 1 Pavilion 3
Seiji Maekawa ⋅ Jackson Hassell ⋅ Pouya Pezeshkpour ⋅ Tom Mitchell ⋅ Estevam Hruschka
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5003
Group-Normalized Implicit Value Optimization for Language Models
In Poster Session 1 Pavilion 4
Yunseon Choi · Junyoung Jang · Chaeyoung Oh · Minchan Jeong · Doo Hwan Hwang · Kee-Eung Kim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5004
Out of the Memory Barrier: A Highly Memory-Efficient Training System for LLMs with Million-Token Contexts
In Poster Session 1 Pavilion 4
Wenhao Li · Daohai Yu · Gen Luo · Yuxin Zhang · Yifan Wu · Jiaxin Liu · Ziyang Gong · Zimu Liao · Fei Chao · Rongrong Ji
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1508
Toward Complex-Valued Neural Networks for Waveform Generation
In Poster Session 1 Pavilion 3
Hyung-Seok Oh ⋅ Deok-Hyeon Cho ⋅ Seung-Bin Kim ⋅ Seong-Whan Lee
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1509
FSPO: Few-Shot Optimization of Synthetic Preferences Effectively Personalizes to Real Users
In Poster Session 1 Pavilion 3
Anikait Singh · Sheryl Hsu · Kyle Hsu · Eric Mitchell · Stefano Ermon · Tatsunori Hashimoto · Archit Sharma · Chelsea Finn
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5005
FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark
In Poster Session 1 Pavilion 4
Rongyao Fang · Aldrich Yu · Chengqi Duan · Linjiang Huang · Shuai Bai · Yuxuan Cai · Kun Wang · Si Liu · Xihui Liu · Hongsheng Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1510
LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation
In Poster Session 1 Pavilion 3
Ahmadreza Jeddi · Marco Ciccone · Babak Taati
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5007
SELF-HARMONY: LEARNING TO HARMONIZE SELF-SUPERVISION AND SELF-PLAY IN TEST-TIME REINFORCEMENT LEARNING
In Poster Session 1 Pavilion 4
Ru Wang · Wei Huang · Qi Cao · Yusuke Iwasawa · Yutaka Matsuo · Jiaxian Guo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1511
MENLO: From Preferences to Proficiency – Evaluating and Modeling Native-like Quality Across 47 Languages
In Poster Session 1 Pavilion 3
Chenxi Whitehouse · Sebastian Ruder · Tony Lin · Oksana Kurylo · Haruka Takagi · Janice Lam · Nicolò Busetto · Denise Diaz
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5008
Revisiting the Scaling Properties of Downstream Metrics in Large Language Model Training
In Poster Session 1 Pavilion 4
Jakub Krajewski ⋅ Amitis Shidani ⋅ Dan Busbridge ⋅ Sam Wiseman ⋅ Jason Ramapuram
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1512
DiscoX: Benchmarking Discourse-Level Translation in Expert Domains
In Poster Session 1 Pavilion 3
Xiying ZHAO · Zhoufutu Wen · Zhixuan Chen · Jingzhe Ding · Jianpeng Jiao · Shuai Li · Xi Li · Danni Liang · Shengda Long · Qianqian Liu · Xianbo Wu · Hongwan Gao · Xiang Gao · LIANG HU · Jiashuo Liu · Liumengyun · Weiran Shi · Chenghao Yang · Qianyu Yang · Xuanliang Zhang · Ge Zhang · Wenhao Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5009
PolicyFlow: Policy Optimization with Continuous Normalizing Flow in Reinforcement Learning
In Poster Session 1 Pavilion 4
Shunpeng Yang · Ben Liu · Hua Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1513
Efficient Audio-Visual Speech Separation with Discrete Lip Semantics and Multi-Scale Global-Local Attention
In Poster Session 1 Pavilion 3
Kai Li · Kejun Gao · Xiaolin Hu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5010
AnyBCQ: Hardware Efficient Flexible Binary-Coded Quantization for Multi-Precision LLMs
In Poster Session 1 Pavilion 4
Gunho Park ⋅ Jeongin Bae ⋅ Beomseok Kwon ⋅ Byeongwook Kim ⋅ Se Jung Kwon ⋅ Dongsoo Lee
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1514
End-to-end Listen, Look, Speak and Act
In Poster Session 1 Pavilion 3
Siyin Wang ⋅ Wenyi Yu ⋅ Xianzhao Chen ⋅ Xiaohai Tian ⋅ Jun Zhang ⋅ Lu Lu ⋅ Yuxuan Wang ⋅ Chao Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1515
Gogo: Group-wise granularity-ordered codec for stable and efficient speech generation
In Poster Session 1 Pavilion 3
Weidong Chen ⋅ Helen Meng ⋅ Xixin Wu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5011
Stroke3D: Lifting 2D strokes into rigged 3D model via latent diffusion models
In Poster Session 1 Pavilion 4
Ruisi Zhao · Haoren Zheng · Zongxin Yang · Hehe Fan · Yi Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5012
Adaptive Concept Discovery for Interpretable Few-Shot Text Classification
In Poster Session 1 Pavilion 4
Lifang ZHENG · Hanmo Liu · Kani Chen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1516
HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation
In Poster Session 1 Pavilion 3
Peilin Wu ⋅ Mian Zhang ⋅ Kun Wan ⋅ Wentian Zhao ⋅ Kaiyu He ⋅ Xinya Du ⋅ Zhiyu Chen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1517
Towards Understanding Valuable Preference Data for Large Language Model Alignment
In Poster Session 1 Pavilion 3
Zizhuo Zhang ⋅ Qizhou Wang ⋅ Shanshan Ye ⋅ Jianing ZHU ⋅ Jiangchao Yao ⋅ Bo Han ⋅ Masashi Sugiyama
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5013
Compose Your Policies! Improving Diffusion-based or Flow-based Robot Policies via Test-time Distribution-level Composition
In Poster Session 1 Pavilion 4
Jiahang Cao · Yize Huang · Hanzhong Guo · Qiang Zhang · Rui Zhang · Weijian Mai · Mu Nan · Jiaxu Wang · Hao Cheng · Jingkai SUN · Gang Han · Wen Zhao · Yijie Guo · Qihao Zheng · Xiao Li · Chunfeng Song · Ping Luo · Andrew Luo
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5014
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning
In Poster Session 1 Pavilion 4
Haozhan Li · Yuxin Zuo · Jiale Yu · Yuhao Zhang · Yang Zhaohui · Kaiyan Zhang · Xuekai Zhu · Yuchen Zhang · Tianxing Chen · Ganqu Cui · Dehui Wang · Dingxiang Luo · Yuchen Fan · Youbang Sun · Jia Zeng · Jiangmiao Pang · Shanghang Zhang · Yu Wang · Yao Mu · Bowen Zhou · Ning Ding
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1518
FlexiVoice: Enabling Flexible Style Control in Zero-Shot TTS with Natural Language Instructions
In Poster Session 1 Pavilion 3
DEKUN CHEN · Xueyao Zhang · Yuancheng Wang · Kenan Dai · Li Ma · Zhizheng Wu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5015
Leveraging Explanation to Improve Generalization of Meta Reinforcement Learning
In Poster Session 1 Pavilion 4
Shicheng Liu · Minghui Zhu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1519
Rethinking LLM Reasoning: From Explicit Trajectories to Latent Representations
In Poster Session 1 Pavilion 3
Cong Jiang · Xiaofeng Zhang · Fangzhi Zhu · Xiaowei Chen · Junxiong Zhu · Zheng Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1520
PT$^2$-LLM: Post-Training Ternarization for Large Language Models
In Poster Session 1 Pavilion 3
Xianglong Yan ⋅ ChengZhu Bao ⋅ Zhiteng Li ⋅ Tianao Zhang ⋅ Kaicheng Yang ⋅ Haotong Qin ⋅ Ruobing Xie ⋅ Samm Sun ⋅ Yulun Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5016
Scalable Spatio-Temporal SE(3) Diffusion for Long-Horizon Protein Dynamics
In Poster Session 1 Pavilion 4
Nima Shoghi ⋅ Yuxuan Liu ⋅ Yuning Shen ⋅ Rob Brekelmans ⋅ Pan Li ⋅ Quanquan Gu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1521
Scaling Generalist Data-Analytic Agents
In Poster Session 1 Pavilion 3
Shuofei Qiao · Yanqiu Zhao · Zhisong Qiu · Xiaobin Wang · Jintian Zhang · Zhao Bin · Ningyu Zhang · Yong Jiang · Pengjun Xie · Fei Huang · Huajun Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5017
DepthLM: Metric Depth from Vision Language Models
In Poster Session 1 Pavilion 4
zhipeng cai · Ching-Feng Yeh · Hu Xu · Zhuang Liu · Gregory P. Meyer · Xinjie Lei · Changsheng Zhao · Shang-Wen Li · Vikas Chandra · Yangyang Shi
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5018
Flow Along the $K$-Amplitude for Generative Modeling
In Poster Session 1 Pavilion 4
weitao du · Jiasheng Tang · Shuning Chang · Yu Rong · Fan Wang · Shengchao Liu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1522
FlowSearcher: Synthesizing Memory-Guided Agentic Workflows for Web Information Seeking
In Poster Session 1 Pavilion 3
Keyi Xiang · Zeyu Feng · Zhuoyi Lin · YUEMING LYU · Boyuan Shi · Yew-Soon Ong · Ivor Tsang · Haiyan Yin
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1523
Long Chain-of-Thought Reasoning Across Languages
In Poster Session 1 Pavilion 3
Josh Barua · Seun Eisape · Kayo Yin · Alane Suhr
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5118
Attention as a Compass: Efficient Exploration for Process-Supervised RL in Reasoning Models
In Poster Session 1 Pavilion 4
Runze Liu · Jiakang Wang · Yuling Shi · Zhihui Xie · Chenxin An · Kaiyan Zhang · Jian Zhao · Xiaodong Gu · Lei Lin · Wenping Hu · Xiu Li · Fuzheng Zhang · Guorui Zhou · Kun Gai
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1524
Representational Alignment Across Model Layers and Brain Regions with Multi-Level Optimal Transport
In Poster Session 1 Pavilion 3
Shaan Shah · Meenakshi Khosla
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5117
Enforcing Axioms for AI Alignment under Loss-Based Rules
In Poster Session 1 Pavilion 4
Alexandros Hollender ⋅ Sonja Kraiczy
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5116
SonicMoE: Accelerating MoE with IO and Tile-aware Optimizations
In Poster Session 1 Pavilion 4
Wentao Guo · Mayank Mishra · Xinle Cheng · Ion Stoica · Tri Dao
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1525
Beyond Grid-Locked Voxels: Neural Response Functions for Continuous Brain Encoding
In Poster Session 1 Pavilion 3
Haomiao Chen ⋅ Keith Jamison ⋅ Mert Sabuncu ⋅ Amy Kuceyeski
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5115
ChemEval: A Multi-level and Fine-grained Chemical Capability Evaluation for Large Language Models
In Poster Session 1 Pavilion 4
Yuqing Huang · Rongyang Zhang · Xuesong He · Xuyang Zhi · Hao Wang · Nuo Chen · Zongbo Liu · Xin Li · Feiyang Xu · Deguang Liu · Huadong Liang · YiLi · Jian Cui · Yin Xu · Shijin Wang · Qi Liu · Defu Lian · Guiquan Liu · Enhong Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1526
Omni-iEEG: A Large-Scale, Comprehensive iEEG Dataset and Benchmark for Epilepsy Research
In Poster Session 1 Pavilion 3
Chenda Duan ⋅ Yipeng Zhang ⋅ Sotaro Kanai ⋅ Yuanyi Ding ⋅ Atsuro Daida ⋅ Pengyue Yu ⋅ Tiancheng Zheng ⋅ Naoto Kuroda ⋅ Shaun Hussain ⋅ Eishi Asano ⋅ Hiroki Nariai ⋅ Vwani Roychowdhury
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1626
Uncovering Semantic Selectivity of Latent Groups in Higher Visual Cortex with Mutual Information-Guided Diffusion
In Poster Session 1 Pavilion 3
Yule Wang ⋅ Joseph Yu ⋅ Chengrui Li ⋅ Weihan Li ⋅ Anqi Wu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1625
Emergence of Spatial Representation in an Actor-Critic Agent with Hippocampus-Inspired Sequence Generator
In Poster Session 1 Pavilion 3
Xiao-Xiong Lin · Yuk-Hoi Yiu · Christian Leibold
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5112
FlashVID: Efficient Video Large Language Models via Training-free Tree-based Spatiotemporal Token Merging
In Poster Session 1 Pavilion 4
Ziyang Fan · Keyu Chen · Ruilong Xing · Yulin Li · Li Jiang · Zhuotao Tian
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1624
Stretching Beyond the Obvious: A Gradient-Free Framework to Unveil the Hidden Landscape of Visual Invariance
In Poster Session 1 Pavilion 3
Lorenzo Tausani ⋅ Paolo Muratore ⋅ Morgan B Talbot ⋅ Giacomo Amerio ⋅ Gabriel Kreiman ⋅ Davide Zoccolan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1623
Hippoformer: Integrating Hippocampus-inspired Spatial Memory with Transformers
In Poster Session 1 Pavilion 3
Tiantian Li ⋅ Xingxing Cao ⋅ Yifei Wang ⋅ Xiaojiao Yang ⋅ Xiaolong Zou ⋅ Bo Hong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5111
Uniform Discrete Diffusion with Metric Path for Video Generation
In Poster Session 1 Pavilion 4
Haoge Deng · Ting Pan · Fan Zhang · Yang Liu · Zhuoyan Luo · Yufeng Cui · Wenxuan Wang · Chunhua Shen · Shiguang Shan · Zhaoxiang Zhang · Xinlong Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5110
NC-Bench and NCfold: A Benchmark and Closed-Loop Framework for RNA Non-Canonical Base-Pair Prediction
In Poster Session 1 Pavilion 4
Heqin Zhu ⋅ Ruifeng Li ⋅ Ao Chang ⋅ Mingqian Li ⋅ Hongyang Chen ⋅ Peng Xiong ⋅ S Kevin Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1622
An Information-Theoretic Framework For Optimizing Experimental Design To Distinguish Probabilistic Neural Codes
In Poster Session 1 Pavilion 3
Po-Chen Kuo ⋅ Edgar Walker
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5109
CoPRS: Learning Positional Prior from Chain-of-Thought for Reasoning Segmentation
In Poster Session 1 Pavilion 4
Zhenyu Lu ⋅ Liupeng Li ⋅ Jinpeng Wang ⋅ Yan Feng ⋅ Bin Chen ⋅ Ke Chen ⋅ Yaowei Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1621
Autoregressive Visual Decoding from EEG Signals
In Poster Session 1 Pavilion 3
Sicheng Dai · Hongwang Xiao · Shan Yu · Qiwei Ye
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1620
Model-Guided Microstimulation Steers Primate Visual Behavior
In Poster Session 1 Pavilion 3
Johannes Mehrer ⋅ Ben Lonnqvist ⋅ Anna Mitola ⋅ Paolo Papale ⋅ Martin Schrimpf
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5108
AutoCode: LLMs as Problem Setters for Competitive Programming
In Poster Session 1 Pavilion 4
Shang Zhou ⋅ Zihan Zheng ⋅ Kaiyuan Liu ⋅ Zeyu Shen ⋅ Zerui Cheng ⋅ Zexing Chen ⋅ Hansen He ⋅ Jianzhu Yao ⋅ Huanzhi Mao ⋅ Qiuyang Mang ⋅ Tianfu Fu ⋅ Beichen Li ⋅ Dongruixuan Li ⋅ Wenhao Chai ⋅ Zhuang Liu ⋅ Aleksandra Korolova ⋅ Peter Henderson ⋅ Natasha Jaques ⋅ Pramod Viswanath ⋅ Saining Xie ⋅ Jingbo Shang
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1619
SEED: Towards More Accurate Semantic Evaluation for Visual Brain Decoding
In Poster Session 1 Pavilion 3
Juhyeon Park ⋅ Peter Kim ⋅ Jiook Cha ⋅ Shinjae Yoo ⋅ Taesup Moon
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5107
AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
In Poster Session 1 Pavilion 4
Kai Li · Can Shen · Yile Liu · Jirui Han · Kelong zheng · Xuechao Zou · Lionel WANG · Shun Zhang · Xingjian Du · Hanjun Luo · Yingbin Jin · Xinxin Xing · Ziyang Ma · Yue Liu · YiFan Zhang · Junfeng Fang · Kun Wang · Yibo Yan · Gelei Deng · Haoyang LI · Yiming Li · Xiaobin Zhuang · Tianlong Chen · Qingsong Wen · Tianwei Zhang · Yang Liu · Haibo Hu · Zhizheng Wu · Xiaolin Hu · Ensiong Chng · Wenyuan Xu · XiaoFeng Wang · Wei Dong · Xinfeng Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5106
On the Generalization Capacities of MLLMs for Spatial Intelligence
In Poster Session 1 Pavilion 4
Gongjie Zhang · Wenhao Li · Quanhao Qian · Jiuniu Wang · Deli Zhao · Shijian Lu · Ran Xu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1618
Learning Brain Representation with Hierarchical Visual Embeddings
In Poster Session 1 Pavilion 3
Jiawen Zheng · Haonan Jia · MING LI · Yuhui Zheng · Yufeng Zeng · Yang Gao · Chen Liang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1617
MoGen: Detailed Neuronal Morphology Generation via Point Cloud Flow Matching
In Poster Session 1 Pavilion 3
Franz Rieger · Jan-Matthis Lueckmann · Viren Jain · Michal Januszewski
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5105
Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations
In Poster Session 1 Pavilion 4
Yuxin Dong ⋅ Jiachen Jiang ⋅ Zhihui Zhu ⋅ Xia Ning
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1616
Inducing Dyslexia in Vision Language Models
In Poster Session 1 Pavilion 3
Melika Honarmand ⋅ Ayati Sharma ⋅ Badr AlKhamissi ⋅ Johannes Mehrer ⋅ Martin Schrimpf
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5104
Think Then Embed: Generative Context Improves Multimodal Embedding
In Poster Session 1 Pavilion 4
Xuanming Cui · Jianpeng Cheng · Hong-You Chen · Satya Narayan Shukla · Abhijeet Awasthi · Xichen Pan · Chaitanya Ahuja · Shlok Mishra · Taipeng Tian · Qi Guo · Ser-Nam Lim · Aashu Singh · Xiangjun Fan
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1615
Riemannian High-Order Pooling for Brain Foundation Models
In Poster Session 1 Pavilion 3
Chen Hu · Ziheng Chen · Rui Wang · Yefeng Zheng · Nicu Sebe
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5103
Uncertainty-Aware 3D Reconstruction for Dynamic Underwater Scenes
In Poster Session 1 Pavilion 4
Rui Liu · Zhibo Duan · Jianzhe Gao · Yi Yang · Wenguan Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1614
A Brain-Inspired Gating Mechanism Unlocks Robust Computation in Spiking Neural Networks
In Poster Session 1 Pavilion 3
Qianyi Bai · Wang · Qiang YU
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5102
Autoencoding-Free Context Compression for LLMs via Contextual Semantic Anchors
In Poster Session 1 Pavilion 4
Xin Liu · Runsong Zhao · Pengcheng Huang · Xinyu Liu · Junyi Xiao · chunyang xiao · Tong Xiao · Shengxiang Gao · Zhengtao Yu · JingBo Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1613
Tokenizing Single-Channel EEG with Time-Frequency Motif Learning
In Poster Session 1 Pavilion 3
Jathurshan Pradeepkumar ⋅ Xihao Piao ⋅ Zheng Chen ⋅ Jimeng Sun
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5101
OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models
In Poster Session 1 Pavilion 4
Mengdi Jia ⋅ Zekun Qi ⋅ Shaochen Zhang ⋅ Wenyao Zhang ⋅ XinQiang Yu ⋅ Jiawei He ⋅ He Wang ⋅ Li Yi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1612
Learning Mixtures of Linear Dynamical Systems via Hybrid Tensor-EM Method
In Poster Session 1 Pavilion 3
Lulu Gong ⋅ Shreya Saxena
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1611
Accelerating Benchmarking of Functional Connectivity Modeling via Structure-aware Core-set Selection
In Poster Session 1 Pavilion 3
Ling Zhan · Zhen Li · Junjie Huang · Tao Jia
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5202
Can LLMs Reason Soundly in Law? Auditing Inference Patterns for Legal Judgment
In Poster Session 1 Pavilion 4
Lu Chen · Yuxuan Huang · Yixing Li · Dongrui Liu · Qihan Ren · ShuaiZhao · Kun Kuang · Zilong Zheng · Quanshi Zhang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5203
Efficient Zero-shot Inpainting with Decoupled Diffusion Guidance
In Poster Session 1 Pavilion 4
Badr Moufad · Yazid Janati el idrissi · Navid Bagheri Shouraki · Alain Oliviero Durmus · Thomas Hirtz · Eric Moulines · Jimmy Olsson
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1610
AutoMetrics: Approximate Human Judgments with Automatically Generated Evaluators
In Poster Session 1 Pavilion 3
Michael J Ryan · Yanzhe Zhang · Amol Salunkhe · Yi Chu · Di Xu · Diyi Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5204
Synthetic Bootstrapped Pretraining
In Poster Session 1 Pavilion 4
Zitong Yang · Aonan Zhang · Hong Liu · Tatsunori Hashimoto · Emmanuel Candes · Chong Wang · Ruoming Pang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1609
TINY BUT MIGHTY: A SOFTWARE-HARDWARE CO- DESIGN APPROACH FOR EFFICIENT MULTIMODAL IN- FERENCE ON BATTERY-POWERED SMALL DEVICES
In Poster Session 1 Pavilion 3
Yilong Li · Yijing Zeng · Shuai Zhang · Hao Zhang · Xinmiao Xiong · Jingyu Liu · Pan Hu · Suman Banerjee
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5205
Bradley-Terry and Multi-Objective Reward Modeling Are Complementary
In Poster Session 1 Pavilion 4
Zhiwei Zhang · Hui Liu · Xiaomin Li · Zhenwei Dai · Jingying Zeng · Fali Wang · Minhua Lin · Ramraj Chandradevan · Linlin Wu · Zhen Li · Chen Luo · Zongyu Wu · Xianfeng Tang · Qi He · Suhang Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1608
MIAM: Modality Imbalance-Aware Masking for Multimodal Ecological Applications
In Poster Session 1 Pavilion 3
Robin Zbinden ⋅ Wesley Monteith-Finas ⋅ Gencer Sumbul ⋅ Nina van Tiel ⋅ Chiara Vanalli ⋅ Devis Tuia
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1607
Real-Time Reasoning Agents in Evolving Environments
In Poster Session 1 Pavilion 3
Yule Wen · Yixin Ye · Yanzhe Zhang · Diyi Yang · Hao Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5206
LipNeXt: Scaling up Lipschitz-based Certified Robustness to Billion-parameter Models
In Poster Session 1 Pavilion 4
Kai Hu · Haoqi Hu · Matt Fredrikson
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1606
FlowAD: Ego-Scene Interactive Modeling for Autonomous Driving
In Poster Session 1 Pavilion 3
Mingzhe Guo · Yixiang Yang · Chuanrong Han · Rufeng Zhang · Shirui Li · Ji Wan · Zhipeng Zhang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5207
Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity
In Poster Session 1 Pavilion 4
Yide Ran · Wentao Guo · Jingwei Sun · Yanzhou Pan · Xiaodong Yu · Hao Wang · Jianwen Xie · Yiran Chen · Denghui Zhang · Zhaozhuo Xu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1605
AetherCode: Evaluating LLMs’ Ability to Win In Premier Programming Competitions
In Poster Session 1 Pavilion 3
Zihan Wang · Jiaze Chen · Zhicheng Liu · Haojie Pan · Markus Mak · Yidi Du · Geonsik Moon · Aaron Tua · Kunshuo Peng · Jiayi Lu · Boqian Zou · Chenyang Ran · GuangTian · Shoutai Zhu · Duan Yeheng · Zhenghui Kang · Zhenxing Lin · Lishangshu · Qiang Luo · Qingshen Long · Zhiyong Chen · Yihan Xiao · Yurong Wu · Daoguang Zan · Mingxuan Wang · Ming Ding
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5208
Latent Denoising Makes Good Tokenizers
In Poster Session 1 Pavilion 4
Jiawei Yang · Tianhong Li · Lijie Fan · Yonglong Tian · Yue Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5209
MoGA: Mixture-of-Groups Attention for End-to-End Long Video Generation
In Poster Session 1 Pavilion 4
Weinan Jia · Yuning Lu · Mengqi Huang · Hualiang Wang · Binyuan Huang · Nan Chen · weihao zhou · Jidong Jiang · Zhendong Mao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1604
Operator Theory-Driven Autoformulation of MDPs for Control of Queueing Systems
In Poster Session 1 Pavilion 3
Victor Baillet · Yuanzhang Xiao · Nicolás Astorga · Mihaela van der Schaar
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1603
WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning
In Poster Session 1 Pavilion 3
Zimu Lu ⋅ Houxing Ren ⋅ Yunqiao Yang ⋅ Ke Wang ⋅ Zhuofan Zong ⋅ Junting Pan ⋅ Mingjie Zhan ⋅ Hongsheng Li
[ Poster]  [ OpenReview] 
Blog Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5210
Understanding and Fixing Bottlenecks in State Space Models: What Recency and Over-Smoothing Tell Us
In Poster Session 1 Pavilion 4
Adrita Das ⋅ Dantong Zhu
[ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5211
Enhancing Vision-Language Model with Unmasked Token Alignment
In Poster Session 1 Pavilion 4
Jihao Liu · Jinliang Zheng · Boxiao Liu · Yu Liu · Hongsheng Li
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1602
AirQA: A Comprehensive QA Dataset for AI Research with Instance-Level Evaluation
In Poster Session 1 Pavilion 3
Tiancheng Huang ⋅ Ruisheng Cao ⋅ Yuxin Zhang ⋅ Zhangyi Kang ⋅ Zijian Wang ⋅ Chenrun Wang ⋅ Yijie LUO ⋅ Hang Zheng ⋅ Lirong Qian ⋅ Lu Chen ⋅ Kai Yu
[ Slides]  [ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5212
AB-UPT: Scaling Neural CFD Surrogates for High- Fidelity Automotive Aerodynamics Simulations via Anchored- Branched Universal Physics Transformers
In Poster Session 1 Pavilion 4
Benedikt Alkin · Maurits Bleeker · Richard Kurle · Tobias Kronlachner · Reinhard Sonnleitner · Matthias Dorfer · Johannes Brandstetter
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1601
Seek-CAD: A Self-refined Generative Modeling for 3D Parametric CAD Using Local Inference via DeepSeek
In Poster Session 1 Pavilion 3
Xueyang Li · Jiahao Li · Yu Song · Yunzhong Lou · Xiangdong Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1701
MobileIPL: Enhancing Mobile Agents Thinking Process via Iterative Preference Learning
In Poster Session 1 Pavilion 3
huang kun ⋅ Weikai Xu ⋅ Yuxuan Liu ⋅ Quandong Wang ⋅ Pengzhi Gao ⋅ WEI LIU ⋅ Jian Luan ⋅ Bin Wang ⋅ Bo An
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1702
Steering Autoregressive Music Generation with Recursive Feature Machines
In Poster Session 1 Pavilion 3
Daniel Zhao · Daniel Beaglehole · Julian McAuley · Taylor Berg-Kirkpatrick · Zachary Novack
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1703
Token-Efficient Long-Term Interest Sketching and Internalized Reasoning for LLM-based Recommendation
In Poster Session 1 Pavilion 3
Zhihao Ding · Jinming Li · Shuai Mu · Jieming Shi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1704
ChronoPlay: A Framework for Modeling Dual Dynamics and Authenticity in Game RAG Benchmarks
In Poster Session 1 Pavilion 3
Liyang He · Yuren Zhang · Ziwei Zhu · zhenghuili · Shiwei Tong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1705
QLCoder: A Query Synthesizer For Static Analysis of Security Vulnerabilities
In Poster Session 1 Pavilion 3
Claire Wang ⋅ Ziyang Li ⋅ Saikat Dutta ⋅ Mayur Naik
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1706
A Problem-Oriented Perspective and Anchor Verification for Code Optimization
In Poster Session 1 Pavilion 3
Tong Ye · Tengfei Ma · Xuhong Zhang · Hang Yu · Jianwei Yin · Wenhai Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1707
Mix-Ecom: Towards Mixed-Type E-Commerce Dialogues with Complex Domain Rules
In Poster Session 1 Pavilion 3
Chenyu Zhou · Xiaoming Shi · Hui Qiu · Yankai Jiang · ShaoGuo Liu · Tingting Gao · Haitao Leng · Xiawu Zheng · Rongrong Ji
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1708
Evolving Graph Structured Programs for Circuit Generation with Large Language Models
In Poster Session 1 Pavilion 3
Yinqi Bai · Jie Wang · Lei Chen · Zhihai Wang · Yumeng Li · Mingxuan Yuan · Jianye HAO · Defu Lian · Enhong Chen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1709
K²-Agent: Co-Evolving Know-What and Know-How for Hierarchical Mobile Device Control
In Poster Session 1 Pavilion 3
Zhe Wu · Donglin Mo · Hongjin Lu · Junliang Xing · Jianheng Liu · Yuheng Jing · Kai Li · Kun Shao · Jianye HAO · Yuanchun Shi
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1710
Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning
In Poster Session 1 Pavilion 3
Hao Tan · jun lan · Zichang Tan · Senyuan Shi · Ajian Liu · Chuanbiao Song · Huijia Zhu · Weiqiang Wang · Jun Wan · Zhen Lei
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#201
Better Bounds for the Distributed Experts Problem
In Poster Session 1 Pavilion 3
David Woodruff ⋅ Samson Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1711
VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning
In Poster Session 1 Pavilion 3
Bo Jiang · Shaoyu Chen · Hao Gao · Bencheng Liao · Qian Zhang · Wenyu Liu · Xinggang Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1712
T1: Tool-integrated Verification for Test-time Compute Scaling in Small Language Models
In Poster Session 1 Pavilion 3
Minki Kang · Jongwon Jeong · Jaewoong Cho
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1713
Learning from Noisy Preferences: A Semi-Supervised Learning Approach to Direct Preference Optimization
In Poster Session 1 Pavilion 3
Xinxin Liu · Ming Li · Zonglin Lyu · Yuzhang Shang · Chen Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1714
Mixture-of-World Models: Scaling Multi-Task Reinforcement Learning with Modular Latent Dynamics
In Poster Session 1 Pavilion 3
Boxuan Zhang · Weipu Zhang · Zhaohan Feng · Wei Xiao · Jian Sun · Jie Chen · Gang Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1715
NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching
In Poster Session 1 Pavilion 3
Run Luo · Xiaobo Xia · Lu Wang · Longze Chen · Renke Shan · Jing Luo · Min Yang · Tat-Seng Chua
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1717
DenseGRPO: From Sparse to Dense Reward for Flow Matching Model Alignment
In Poster Session 1 Pavilion 3
Haoyou Deng · Keyu Yan · Chaojie Mao · Xiang Wang · Yu Liu · Changxin Gao · Nong Sang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1718
Progressive Gaussian Transformer with Anisotropy-aware Sampling for Open Vocabulary Occupancy Prediction
In Poster Session 1 Pavilion 3
Chi Yan ⋅ Dan Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1719
SONA: Learning Conditional, Unconditional, and Matching-Aware Discriminator
In Poster Session 1 Pavilion 3
Yuhta Takida · Satoshi Hayakawa · Takashi Shibuya · Masaaki Imaizumi · Naoki Murata · Bac Nguyen · Toshimitsu Uesaka · Chieh-Hsin Lai · Yuki Mitsufuji
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1720
Diverse Dictionary Learning
In Poster Session 1 Pavilion 3
Yujia Zheng · Zijian Li · Shunxing Fan · Andrew Gordon Wilson · Kun Zhang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1721
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
In Poster Session 1 Pavilion 3
Egor Cherepanov · Nikita Kachaev · Artem Zholus · Alexey Kovalev · Aleksandr Panov
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1722
Robust Preference Alignment via Directional Neighborhood Consensus
In Poster Session 1 Pavilion 3
Ruochen Mao · Yuling Shi · Xiaodong Gu · Jiaheng Wei
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1724
Adaptive Methods Are Preferable in High Privacy Settings: An SDE Perspective
In Poster Session 1 Pavilion 3
Enea Monzio Compagnoni · Alessandro Stanghellini · Rustem Islamov · Aurelien Lucchi · Anastasia Koloskova
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1824
Joint Selection for Large-Scale Pre-Training Data via Policy Gradient-based Mask Learning
In Poster Session 1 Pavilion 3
Ziqing Fan · Yuqiao Xian · Yan Sun · Ke Shen · Li Shen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1823
Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation
In Poster Session 1 Pavilion 3
Yue Liao · Pengfei Zhou · Siyuan Huang · Donglin Yang · Shengcong Chen · Yuxin Jiang · Yue Hu · Si Liu · Jianlan Luo · Liliang Chen · Shuicheng YAN · Maoqing Yao · Guanghui Ren
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1822
Reinforced Latent Reasoning for LLM-based Recommendation
In Poster Session 1 Pavilion 3
Yang Zhang · Wenxin Xu · Xiaoyan Zhao · Wenjie Wang · Fuli Feng · Xiangnan He · Tat-Seng Chua
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1821
World2Minecraft: Occupancy-Driven Simulated Scenes Construction
In Poster Session 1 Pavilion 3
Lechao Zhang · Haoran Xu · Jingyu Gong · Xuhong Wang · Yuan Xie · Xin Tan
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3116
UniVideo: Unified Understanding, Generation, and Editing for Videos
In Poster Session 1 Pavilion 4
Cong Wei ⋅ Quande Liu ⋅ Zixuan Ye ⋅ Qiulin Wang ⋅ Xintao WANG ⋅ Pengfei Wan ⋅ Kun Gai ⋅ Wenhu Chen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1820
$\mathbf{Li_2}$: A Framework on Dynamics of Feature Emergence and Delayed Generalization
In Poster Session 1 Pavilion 3
Yuandong Tian
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1819
LFQA-E: Carefully Benchmarking Long-form QA Evaluation
In Poster Session 1 Pavilion 3
Yuchen Fan · Chen Ling · Xin Zhong · Shuo Zhang · Heng Zhou · Yuchen Zhang · Mingyu Liang · Chengxing Xie · Ermo Hua · Zhizhou He · Cheng Huang · Gang Chen · Ning Ding · Bowen Zhou
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1818
FastVGGT: Fast Visual Geometry Transformer
In Poster Session 1 Pavilion 3
You Shen · Zhipeng Zhang · Yansong Qu · Xiawu Zheng · Jiayi Ji · Shengchuan Zhang · Liujuan Cao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1817
TrajTok: What makes for a good trajectory tokenizer in behavior generation?
In Poster Session 1 Pavilion 3
Zhiyuan Zhang · Xiaosong Jia · Guanyu Chen · Qifeng Li · Zuxuan Wu · Yu-Gang Jiang · Junchi Yan
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1816
Pretraining Scaling Laws for Generative Evaluations of Language Models
In Poster Session 1 Pavilion 3
Rylan Schaeffer · Noam Levi · Brando Miranda · Sanmi Koyejo
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1815
Fewer Battles, More Gain: An Information-Efficient Framework for Arena-based LLM Evaluation
In Poster Session 1 Pavilion 3
Zirui Liu · Xianquan Wang · Yan Zhuang · Jiatong Li · Qi Liu · Shuanghong Shen · Mingyue Cheng · Shijin Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1814
Curvature-Guided Task Synergy for Skeleton based Temporal Action Segmentation
In Poster Session 1 Pavilion 3
Guozhang Li ⋅ Xinran Duan ⋅ Mei Wang ⋅ Lizhi Wang ⋅ Hua Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1813
TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning
In Poster Session 1 Pavilion 3
Tunyu Zhang · Haizhou Shi · Yibin Wang · Hengyi Wang · Xiaoxiao He · Zhuowei Li · Haoxian Chen · Ligong Han · Kai Xu · Huan Zhang · Dimitris Metaxas · Hao Wang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1812
Tucker-FNO: Tensor Tucker-Fourier Neural Operator and its Universal Approximation Theory
In Poster Session 1 Pavilion 3
Guancheng Zhou · Zelin Zeng · Yisi Luo · Qi Xie · Deyu Meng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1811
TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use
In Poster Session 1 Pavilion 3
Pengfei He · Zhenwei Dai · Bing He · Hui Liu · Xianfeng Tang · Hanqing Lu · Juanhui Li · Jiayuan Ding · Subhabrata Mukherjee · Suhang Wang · Yue Xing · Jiliang Tang · Benoit Dumoulin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1810
Quantitative Bounds for Length Generalization in Transformers
In Poster Session 1 Pavilion 3
Zachary Izzo · Eshaan Nichani · Jason Lee
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1809
How does the optimizer implicitly bias the model merging loss landscape?
In Poster Session 1 Pavilion 3
Chenxiang Zhang · Alexander Theus · Damien Teney · Antonio Orvieto · Jun Pang · Sjouke Mauw
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1808
Ada-Diffuser: Latent-Aware Adaptive Diffusion for Decision-Making
In Poster Session 1 Pavilion 3
Fan Feng · Selena Ge · Minghao Fu · Zijian Li · Yujia Zheng · Zeyu Tang · Yingyao Hu · Biwei Huang · Kun Zhang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1807
CaReBench: A Fine-grained Benchmark for Video Captioning and Retrieval
In Poster Session 1 Pavilion 3
Yifan Xu · Xinhao Li · Yichun Yang · Desen Meng · Rui Huang · Limin Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1806
Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning
In Poster Session 1 Pavilion 3
Haozhe Wang · Qixin Xu · Che Liu · Junhong Wu · Fangzhen Lin · Wenhu Chen
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1805
OptimalThinkingBench: Evaluating Over and Underthinking in LLMs
In Poster Session 1 Pavilion 3
Pranjal Aggarwal · Seungone Kim · Jack Lanchantin · Sean Welleck · Jason E Weston · Ilia Kulikov · Swarnadeep Saha
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1804
Much Ado About Noising: Dispelling the Myths of Generative Robotic Control
In Poster Session 1 Pavilion 3
Chaoyi Pan ⋅ Giridharan Anantharaman ⋅ Nai-Chieh Huang ⋅ Claire Jin ⋅ Daniel Pfrommer ⋅ Chenyang Yuan ⋅ Frank Permenter ⋅ Guannan Qu ⋅ Nicholas Boffi ⋅ Guanya Shi ⋅ Max Simchowitz
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1803
Frequency-Balanced Retinal Representation Learning with Mutual Information Regularization
In Poster Session 1 Pavilion 3
Seunghoon Lee ⋅ Seongjae Kang ⋅ Inhyuk Park ⋅ Gitaek Kwon ⋅ Jihyeon Baek ⋅ Doohyun Park
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1802
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning
In Poster Session 1 Pavilion 3
Yuhao Wu · Yushi Bai · Zhiqiang Hu · Roy Ka-Wei Lee · Juanzi Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1801
Scaling Group Inference for Diverse and High-Quality Generation
In Poster Session 1 Pavilion 3
Gaurav Parmar · Or Patashnik · Daniil Ostashev · Kuan-Chieh Wang · Kfir Aberman · Srinivasa Narasimhan · Jun-Yan Zhu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1901
Exposing Weaknesses of Large Reasoning Models through Graph Algorithm Problems
In Poster Session 1 Pavilion 3
Qifan Zhang · Jianhao Ruan · AOCHUAN CHEN · Kang ZENG · Nuo Chen · Jing Tang · Jia Li
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1902
Any-step Generation via N-th Order Recursive Consistent Velocity Field Estimation
In Poster Session 1 Pavilion 3
Peng Sun · Tao Lin
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1903
Understanding and Relaxing the Limitations of Transformers for Linear Algebra
In Poster Session 1 Pavilion 3
Andres Potapczynski · Alex Ali · Andrew Gordon Wilson
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1904
The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas
In Poster Session 1 Pavilion 3
Chenglei Si · Tatsunori Hashimoto · Diyi Yang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1906
AdS-GNN - a Conformally Equivariant Graph Neural Network
In Poster Session 1 Pavilion 3
Maksim Zhdanov ⋅ Nabil Iqbal ⋅ Erik Bekkers ⋅ Patrick Forré
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1907
Scalable Chain of Thoughts via Elastic Reasoning
In Poster Session 1 Pavilion 3
Yuhui Xu · Hanze Dong · Lei Wang · Doyen Sahoo · Junnan Li · Caiming Xiong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1908
ParaS2S: Benchmarking and Aligning Spoken Language Models for Paralinguistic-aware Speech-to-Speech Interaction
In Poster Session 1 Pavilion 3
Shu-wen Yang · Ming Tu · Ting-Wei Liu · Xinghua Qu · Hung-yi Lee · Lu Lu · Yuxuan Wang · Yonghui Wu
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1909
Graph Representational Learning: When Does More Expressivity Hurt Generalization?
In Poster Session 1 Pavilion 3
Sohir Maskey ⋅ Raffaele Paolino ⋅ Fabian Jogl ⋅ Gitta Kutyniok ⋅ Johannes Lutzeyer
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1910
Fastcar: Cache Attentive Replay for Fast Auto-Regressive Video Generation on the Edge
In Poster Session 1 Pavilion 3
Xuan Shen · Weize Ma · Yufa Zhou · Enhao Tang · Yanyue Xie · Zhengang Li · Yifan Gong · Quanyi Wang · Henghui Ding · Yiwei Wang · Pu Zhao · Jun Lin · Jiuxiang Gu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1911
Joint Distillation for Fast Likelihood Evaluation and Sampling in Flow-based Models
In Poster Session 1 Pavilion 3
Xinyue Ai · Yutong (Kelly) He · Albert Gu · Russ Salakhutdinov · Zico Kolter · Nicholas Boffi · Max Simchowitz
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1912
Towards Greater Leverage: Scaling Laws for Efficient Mixture-of-Experts Language Models
In Poster Session 1 Pavilion 3
Changxin Tian · Kunlong Chen · Jia Liu · Ziqi Liu · Zhiqiang Zhang · JUN ZHOU
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1913
Analyzing and Evaluating Unbiased Language Model Watermark
In Poster Session 1 Pavilion 3
Yihan Wu · Xuehao Cui · Ruibo Chen · Heng Huang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1914
Fast Data Mixture Optimization via Gradient Descent
In Poster Session 1 Pavilion 3
Haoru Tan · Sitong Wu · Yanfeng Chen · Jun Xia · Ruobing Xie · Bin Xia · Samm Sun · XIAOJUAN QI
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1915
CAR-LoRA: Training Compression-Aware and Robust LoRA Adapters for Evolving LLMs
In Poster Session 1 Pavilion 3
Rana Muhammad Shahroz Khan · Zhen Tan · Ruichen Zhang · Hua Wei · Tianlong Chen · Charles Fleming
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1916
RD-HRL: Generating Reliable Sub-Goals for Long-Horizon Sparse-Reward Tasks
In Poster Session 1 Pavilion 3
Yixiang Shan · Haipeng Liu · Ting Long · Yi Chang
[ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1918
Three Forward, One Backward: Memory-Efficient Full-Rank Fine-Tuning of Large Models via Extra Forward Passes
In Poster Session 1 Pavilion 3
Jia Zhang · Yu Bai · Hualin Zhang · Tianshuo Chen · Zhaogeng Liu · Zhiqiang Xu · Yi Chang · Bin Gu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1919
MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning
In Poster Session 1 Pavilion 3
Peng Xia ⋅ Jinglu Wang ⋅ Yibo Peng ⋅ Kaide Zeng ⋅ Zihan Dong ⋅ Xian Wu ⋅ Xiangru Tang ⋅ Hongtu Zhu ⋅ Yun Li ⋅ Linjun Zhang ⋅ Shujie LIU ⋅ Yan Lu ⋅ Huaxiu Yao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1920
DrugTrail: Interpretable Drug Discovery via Structured Reasoning and Druggability‑Tailored Preference Optimization
In Poster Session 1 Pavilion 3
Yurou Liu · Mingyang Li · Xinyuan Zhu · Rui Jiao · Yiming Dong · Xinyu Tang · Yang Liu · Jieping Ye · Bing Su · Zheng Wang
[ OpenReview] 
Blog Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1922
Probabilistic Circuits for Uncertainty Quantification
In Poster Session 1 Pavilion 3
Maternus Herold ⋅ Konstantin Leonard Freiherr von Gaisberg-Helfenberg
[ OpenReview] 
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1923
Learning Deformable Body Interactions With Adaptive Spatial Tokenization
In Poster Session 1 Pavilion 3
Hao Wang · Yu Liu · Daniel Biggs · Haoru Wang · Jiandong Yu · Ping Huang
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1924
Discrete Audio Tokens: More Than a Survey!
In Poster Session 1 Pavilion 3
Pooneh Mousavi · Gallil Maimon · Adel Moumen · Darius Petermann · Jiatong Shi · Haibin Wu · Haici Yang · Anastasia Kuznetsova · Artem Ploujnikov · Ricard Marxer · Bhu- vana Ramabhadran · Benjamin Elizalde · Loren Lugosch · Jinyu Li · Cem Subakan · Phil Woodland · Minje Kim · Hung-yi Lee · Shinji Watanabe · Yossi Adi · Mirco Ravanelli
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#323
Learning Posterior Predictive Distributions for Node Classification from Synthetic Graph Priors
In Poster Session 1 Pavilion 3
Jeongwhan Choi ⋅ Jongwoo Kim ⋅ Woosung Kang ⋅ Noseong Park
[ Slides]  [ OpenReview] 
Oral Session
Thu Apr 23 06:30 AM -- 08:00 AM (PDT) @ Amphitheater None
Oral Session 1A LLMs and Reasoning
Oral Session
Thu Apr 23 06:30 AM -- 08:00 AM (PDT) @ 201 A/B None
Oral Session 1B Generative models I
Oral Session
Thu Apr 23 06:30 AM -- 08:00 AM (PDT) @ 202 A/B None
Oral Session 1C Code generation and ML Systems
Oral Session
Thu Apr 23 06:30 AM -- 08:00 AM (PDT) @ 203 A/B None
Oral Session 1D Learning on graphs
Oral Session
Thu Apr 23 06:30 AM -- 08:00 AM (PDT) @ 204 A/B None
Oral Session 1E Learning dynamics and optimization I
Oral Session
Thu Apr 23 06:30 AM -- 08:00 AM (PDT) @ 201 C None
Oral Session 1F Privacy and security
Poster Session
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 None
Poster Session 1 Pavilion 3
Poster Session
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 None
Poster Session 1 Pavilion 4
Oral
Thu Apr 23 06:42 AM -- 06:52 AM (PDT) @ 204 A/B None
On The Surprising Effectiveness of a Single Global Merging in Decentralized Learning
In Oral Session 1E Learning dynamics and optimization I
Tongtian Zhu ⋅ Tianyu Zhang ⋅ Mingze Wang ⋅ Zhanpeng Zhou ⋅ Can Wang
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 06:42 AM -- 06:52 AM (PDT) @ 202 A/B None
RefineStat: Efficient Exploration for Probabilistic Program Synthesis
In Oral Session 1C Code generation and ML Systems
Madhav Kanda ⋅ Shubham Dipak Ugare ⋅ Sasa Misailovic
[ OpenReview] 
Oral
Thu Apr 23 06:42 AM -- 06:52 AM (PDT) @ 203 A/B None
Compactness and Consistency: A Conjoint Framework for Deep Graph Clustering
In Oral Session 1D
Wei Ju · Siyu Yi · Kangjie Zheng · Yifan Wang · Ziyue Qiao · Li Shen · Yongdao Zhou · Xiaochun Cao · Jiancheng Lv
[ OpenReview] 
Oral
Thu Apr 23 06:42 AM -- 06:52 AM (PDT) @ Amphitheater None
Reducing Belief Deviation in Reinforcement Learning for Active Reasoning of LLM Agents
In Oral Session 1A
Deyu Zou · Yongqiang Chen · Jianxiang Wang · Garry YANG · Mufei Li · Qing Da · James Cheng · Pan Li · Yu Gong
[ OpenReview] 
Oral
Thu Apr 23 06:42 AM -- 06:52 AM (PDT) @ 201 A/B None
Improving Diffusion Models for Class-imbalanced Training Data via Capacity Manipulation
In Oral Session 1B
Feng Hong · Jiangchao Yao · Yifei Shen · Dongsheng Li · Ya Zhang · Yanfeng Wang
[ OpenReview] 
Oral
Thu Apr 23 06:42 AM -- 06:52 AM (PDT) @ 201 C None
Invisible Safety Threat: Malicious Finetuning for LLM via Steganography
In Oral Session 1F
Guangnian Wan · Xinyin Ma · Gongfan Fang · Xinchao Wang
[ OpenReview] 
Oral
Thu Apr 23 06:54 AM -- 07:04 AM (PDT) @ 204 A/B None
Non-Convex Federated Optimization under Cost-Aware Client Selection
In Oral Session 1E
Xiaowen Jiang · Anton Rodomanov · Sebastian Stich
[ OpenReview] 
Oral
Thu Apr 23 06:54 AM -- 07:04 AM (PDT) @ 201 A/B None
Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers
In Oral Session 1B
Shikang Zheng · Guantao Chen · Qinming Zhou · Yuqi Lin · Lixuan He · Chang Zou · Peiliang Cai · Jiacheng Liu · Linfeng Zhang
[ OpenReview] 
Oral
Thu Apr 23 06:54 AM -- 07:04 AM (PDT) @ Amphitheater None
MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
In Oral Session 1A
Hongli Yu · Tinghong Chen · Jiangtao Feng · Jiangjie Chen · Weinan Dai · Qiying Yu · Ya-Qin Zhang · Wei-Ying Ma · Jingjing Liu · Mingxuan Wang · Hao Zhou
[ OpenReview] 
Oral
Thu Apr 23 06:54 AM -- 07:04 AM (PDT) @ 203 A/B None
Actions Speak Louder than Prompts: A Large-Scale Study of LLMs for Graph Inference
In Oral Session 1D
Ben Finkelshtein · Silviu Cucerzan · Sujay Kumar Jauhar · Ryen White
[ OpenReview] 
Oral
Thu Apr 23 06:54 AM -- 07:04 AM (PDT) @ 202 A/B None
Huxley-G\"odel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine
In Oral Session 1C Code generation and ML Systems
Wenyi Wang ⋅ Piotr Piękos ⋅ Li Nanbo ⋅ Firas Laakom ⋅ Yimeng Chen ⋅ Mateusz Ostaszewski ⋅ Mingchen Zhuge ⋅ Jürgen Schmidhuber
[ OpenReview] 
Oral
Thu Apr 23 06:54 AM -- 07:04 AM (PDT) @ 201 C None
The Shape of Adversarial Influence: Characterizing LLM Latent Spaces with Persistent Homology
In Oral Session 1F Privacy and security
Aideen Fay ⋅ Inés García-Redondo ⋅ Qiquan Wang ⋅ Haim Dubossarsky ⋅ Anthea Monod
[ OpenReview] 
Oral
Thu Apr 23 07:06 AM -- 07:16 AM (PDT) @ 203 A/B None
Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models
In Oral Session 1D
Li Sun · Zhenhao Huang · Silei Chen · Lanxu Yang · Junda Ye · Sen Su · Philip Yu
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 07:06 AM -- 07:16 AM (PDT) @ 201 C None
Watch your steps: Dormant Adversarial Behaviors that Activate upon LLM Finetuning
In Oral Session 1F
Thibaud Gloaguen · Mark Vero · Robin Staab · Martin Vechev
[ OpenReview] 
Oral
Thu Apr 23 07:06 AM -- 07:16 AM (PDT) @ 204 A/B None
On the Wasserstein Geodesic Principal Component Analysis of probability measures
In Oral Session 1E Learning dynamics and optimization I
Nina Vesseron ⋅ Elsa Cazelles ⋅ Alice Le Brigant ⋅ Klein Thierry
[ OpenReview] 
Oral
Thu Apr 23 07:06 AM -- 07:16 AM (PDT) @ 202 A/B None
TileLang: Bridge Programmability and Performance in Modern Neural Kernels
In Oral Session 1C Code generation and ML Systems
Lei Wang ⋅ Yu Cheng ⋅ Yining Shi ⋅ Zhiwen Mo ⋅ Zhengju Tang ⋅ Wenhao Xie ⋅ Tong Wu ⋅ Lingxiao Ma ⋅ Yuqing Xia ⋅ Jilong Xue ⋅ Fan Yang ⋅ Zhi Yang
[ OpenReview] 
Oral
Thu Apr 23 07:06 AM -- 07:16 AM (PDT) @ 201 A/B None
DiffusionNFT: Online Diffusion Reinforcement with Forward Process
In Oral Session 1B
Kaiwen Zheng · Huayu Chen · Haotian Ye · Haoxiang Wang · Qinsheng Zhang · Kai Jiang · Hang Su · Stefano Ermon · Jun Zhu · Ming-Yu Liu
[ OpenReview] 
Oral
Thu Apr 23 07:06 AM -- 07:16 AM (PDT) @ Amphitheater None
Verifying Chain-of-Thought Reasoning via Its Computational Graph
In Oral Session 1A LLMs and Reasoning
Zheng Zhao ⋅ Yeskendir Koishekenov ⋅ Xianjun Yang ⋅ Naila Murray ⋅ Nicola Cancedda
[ OpenReview] 
Oral
Thu Apr 23 07:18 AM -- 07:28 AM (PDT) @ Amphitheater None
Revela: Dense Retriever Learning via Language Modeling
In Oral Session 1A LLMs and Reasoning
Fengyu Cai ⋅ Tong Chen ⋅ Xinran Zhao ⋅ Sihao Chen ⋅ Hongming Zhang ⋅ Sherry Wu ⋅ Iryna Gurevych ⋅ Heinz Koeppl
[ OpenReview] 
Oral
Thu Apr 23 07:18 AM -- 07:28 AM (PDT) @ 203 A/B None
Modality-free Graph In-context Alignment
In Oral Session 1D Learning on graphs
Wei Zhuo ⋅ Siqiang Luo
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 07:18 AM -- 07:28 AM (PDT) @ 201 A/B None
Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs)
In Oral Session 1B Generative models I
Nikita Kornilov ⋅ David Li ⋅ Tikhon Mavrin ⋅ Aleksei Leonov ⋅ Nikita Gushchin ⋅ Evgeny Burnaev ⋅ Iaroslav Koshelev ⋅ Aleksandr Korotin
[ OpenReview] 
Oral
Thu Apr 23 07:18 AM -- 07:28 AM (PDT) @ 201 C None
LLM Fingerprinting via Semantically Conditioned Watermarks
In Oral Session 1F
Thibaud Gloaguen · Robin Staab · Nikola Jovanović · Martin Vechev
[ OpenReview] 
Oral
Thu Apr 23 07:18 AM -- 07:28 AM (PDT) @ 202 A/B None
TabStruct: Measuring Structural Fidelity of Tabular Data
In Oral Session 1C Code generation and ML Systems
Xiangjian Jiang ⋅ Nikola Simidjievski ⋅ Mateja Jamnik
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 07:18 AM -- 07:28 AM (PDT) @ 204 A/B None
Fast Escape, Slow Convergence: Learning Dynamics of Phase Retrieval under Power-Law Data
In Oral Session 1E
Guillaume Braun · Bruno Loureiro · Minh Ha Quang · Masaaki Imaizumi
[ OpenReview] 
Oral
Thu Apr 23 07:30 AM -- 07:40 AM (PDT) @ 201 A/B None
GLASS Flows: Efficient Inference for Reward Alignment of Flow and Diffusion Models
In Oral Session 1B
Peter Holderrieth · Uriel Singer · Tommi Jaakkola · Ricky T. Q. Chen · Yaron Lipman · Brian Karrer
[ OpenReview] 
Oral
Thu Apr 23 07:30 AM -- 07:40 AM (PDT) @ 203 A/B None
Learning with Dual-level Noisy Correspondence for Multi-modal Entity Alignment
In Oral Session 1D
Haobin Li · Yijie Lin · Peng Hu · Mouxing Yang · Xi Peng
[ OpenReview] 
Oral
Thu Apr 23 07:30 AM -- 07:40 AM (PDT) @ 201 C None
Steering the Herd: A Framework for LLM-based Control of Social Learning
In Oral Session 1F
Raghu Arghal · Kevin He · Shirin Saeedi Bidokhti · Saswati Sarkar
[ OpenReview] 
Oral
Thu Apr 23 07:30 AM -- 07:40 AM (PDT) @ Amphitheater None
RAIN-Merging: A Gradient-Free Method to Enhance Instruction Following in Large Reasoning Models with Preserved Thinking Format
In Oral Session 1A
Zhehao Huang · Yuhang Liu · Baijiong Lin · Yixin Lou · Zhengbao He · Hanling Tian · Tao Li · Xiaolin Huang
[ OpenReview] 
Oral
Thu Apr 23 07:30 AM -- 07:40 AM (PDT) @ 204 A/B None
Hyperparameter Trajectory Inference with Conditional Lagrangian Optimal Transport
In Oral Session 1E
Harry Amad · Mihaela van der Schaar
[ OpenReview] 
Oral
Thu Apr 23 07:42 AM -- 07:52 AM (PDT) @ 201 A/B None
Neon: Negative Extrapolation From Self-Training Improves Image Generation
In Oral Session 1B
sina alemohammad · Zhangyang Wang · Richard Baraniuk
[ OpenReview] 
Oral
Thu Apr 23 07:42 AM -- 07:52 AM (PDT) @ 204 A/B None
Gaussian certified unlearning in high dimensions: A hypothesis testing approach
In Oral Session 1E
Aaradhya Pandey · Arnab Auddy · Haolin Zou · Arian Maleki · Sanjeev Kulkarni
[ OpenReview] 
Oral
Thu Apr 23 07:42 AM -- 07:52 AM (PDT) @ 201 C None
Every Language Model Has a Forgery-Resistant Signature
In Oral Session 1F
Matthew Finlayson · Xiang Ren · Swabha Swayamdipta
[ OpenReview] 
Oral
Thu Apr 23 07:42 AM -- 07:52 AM (PDT) @ 203 A/B None
Exchangeability of GNN Representations with Applications to Graph Retrieval
In Oral Session 1D Learning on graphs
Kartik Nair ⋅ Indradyumna Roy ⋅ Soumen Chakrabarti ⋅ Anirban Dasgupta ⋅ Abir De
[ OpenReview] 
Lunch - for purchase - variety of food stalls
Thu Apr 23 08:00 AM -- 10:00 AM (PDT) @ Outdoor Courtyard None
Lunch
Expo Talk Panel
Thu Apr 23 08:00 AM -- 09:00 AM (PDT) @ 205 None
Ant Group: Scaling Hybrid Linear Attention Architecture to Trillion-Scale
Expo Talk Panel
Thu Apr 23 08:00 AM -- 09:00 AM (PDT) @ 204 C None
Amazon Expo: AGI Lab, Boosting RL Solvability presented by Satyaki Chakraborty from Amazon AGI
Mentorship
Thu Apr 23 08:00 AM -- 08:45 AM (PDT) @ 206 None
Mentorship Session
Expo Talk Panel
Thu Apr 23 08:45 AM -- 09:45 AM (PDT) @ 202C None
Huawei: openJiuwen：Precise, Simple, Efficient, Engineering Production-Ready AI Agents Platform
Expo Talk Panel
Thu Apr 23 08:45 AM -- 09:45 AM (PDT) @ 201 C None
Google: Towards 3D Foundational Robotics Models
Krzysztof M Choromanski
Mentorship
Thu Apr 23 09:15 AM -- 10:00 AM (PDT) @ 206 None
Mentorship Session
Invited Talk
Thu Apr 23 09:45 AM -- 10:45 AM (PDT) @ Amphitheater None
From Physics to AI to Materials; A Journey from Foundations to Impact
Max Welling
Break
Thu Apr 23 10:45 AM -- 11:15 AM (PDT) @ Pavilion 4 None
Break
Oral
Thu Apr 23 11:15 AM -- 11:25 AM (PDT) @ 203 A/B None
Beyond Prompt-Induced Lies: Investigating LLM Deception on Benign Prompts
In Oral Session 2D LLMs and Evaluation
Zhaomin Wu ⋅ Mingzhe Du ⋅ See-Kiong Ng ⋅ Bingsheng He
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 11:15 AM -- 11:25 AM (PDT) @ 201 C None
Distributional Equivalence in Linear Non-Gaussian Latent-Variable Cyclic Causal Models: Characterization and Learning
In Oral Session 2F Causality and structure
Haoyue Dai ⋅ Immanuel Albrecht ⋅ Peter Spirtes ⋅ Kun Zhang
[ OpenReview] 
Oral
Thu Apr 23 11:15 AM -- 11:25 AM (PDT) @ 202 A/B None
Reasoning as Representation: Rethinking Visual Reinforcement Learning in Image Quality Assessment
In Oral Session 2C
Shijie Zhao · Xuanyu Zhang · Weiqi Li · Junlin Li · Li zhang · Tianfan Xue · Jian Zhang
[ OpenReview] 
Oral
Thu Apr 23 11:15 AM -- 11:25 AM (PDT) @ 204 A/B None
Generative Human Geometry Distribution
In Oral Session 2E
Xiangjun Tang · Biao Zhang · Peter Wonka
[ OpenReview] 
Oral
Thu Apr 23 11:15 AM -- 11:25 AM (PDT) @ Amphitheater None
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning
In Oral Session 2A
Yuhao Wu · Yushi Bai · Zhiqiang Hu · Roy Ka-Wei Lee · Juanzi Li
[ OpenReview] 
Oral
Thu Apr 23 11:15 AM -- 11:25 AM (PDT) @ 201 A/B None
High-dimensional Analysis of Synthetic Data Selection
In Oral Session 2B Bridging theory and practice
Parham Rezaei ⋅ Filip Kovačević ⋅ Francesco Locatello ⋅ Marco Mondelli
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#101
On the Eligibility of LLMs for Counterfactual Reasoning: A Decompositional Study
In Poster Session 2 Pavilion 3
Shuai Yang ⋅ Qi Yang ⋅ Luoxi Tang ⋅ Yuqiao Meng ⋅ Nancy Guo ⋅ Jeremy Blackburn ⋅ Zhaohan Xi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#419
Influence without Confounding: Causal Discovery from Temporal Data with Long-term Carry-over Effects
In Poster Session 2 Pavilion 3
Fan Li ⋅ Zixuan Liu ⋅ Yi Zhao ⋅ Qi Tan ⋅ Jinyang Li ⋅ Ke Xu ⋅ Shuihai Hu ⋅ Jingbin Zhou ⋅ TAN Kun
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3001
Captain Cinema: Towards Short Movie Generation
In Poster Session 2 Pavilion 4
Junfei Xiao · Ceyuan Yang · Lvmin Zhang · Shengqu Cai · Yang Zhao · Yuwei Guo · Gordon Wetzstein · Maneesh Agrawala · Alan Yuille · Lu Jiang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#102
Distributional Equivalence in Linear Non-Gaussian Latent-Variable Cyclic Causal Models: Characterization and Learning
In Poster Session 2 Pavilion 3
Haoyue Dai ⋅ Immanuel Albrecht ⋅ Peter Spirtes ⋅ Kun Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3002
Frame Guidance: Training-Free Guidance for Frame-Level Control in Video Diffusion Models
In Poster Session 2 Pavilion 4
Sangwon Jang ⋅ Taekyung Ki ⋅ Jaehyeong Jo ⋅ Jaehong Yoon ⋅ Soo Ye Kim ⋅ Zhe Lin ⋅ Sung Ju Hwang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3003
DreamSwapV: Mask-guided Subject Swapping for Any Customized Video Editing
In Poster Session 2 Pavilion 4
Weitao Wang · Zichen Wang · Hongdeng Shen · Yulei Lu · Xirui Fan · Suhui Wu · Jun Zhang · Haoqian Wang · Hao Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#103
Theoretical Guarantees for Causal Discovery on Large Random Graphs
In Poster Session 2 Pavilion 3
Mathieu Chevalley · Arash Mehrjou · Patrick Schwab
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3004
WithAnyone: Toward Controllable and ID Consistent Image Generation
In Poster Session 2 Pavilion 4
Hengyuan Xu · Wei Cheng · Peng Xing · Yixiao Fang · Shuhan Wu · Rui Wang · Xianfang Zeng · Daxin Jiang · Gang Yu · Xingjun Ma · Yu-Gang Jiang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#104
Journey to the Centre of Cluster: Harnessing Interior Nodes for A/B Testing under Network Interference
In Poster Session 2 Pavilion 3
Qianyi Chen · Anpeng Wu · Bo Li · Lu Deng · Yong Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#105
Overlap-Adaptive Regularization for Conditional Average Treatment Effect Estimation
In Poster Session 2 Pavilion 3
Valentyn Melnychuk · Dennis Frauen · Jonas Schweisthal · Stefan Feuerriegel
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3005
SIGMA-Gen: Structure and Identity Guided Multi-Subject Assembly for Image Generation
In Poster Session 2 Pavilion 4
Oindrila Saha ⋅ Vojtech Krs ⋅ Radomir Mech ⋅ Subhransu Maji ⋅ Kevin Blackburn-Matzen ⋅ Matheus Gadelha
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#106
Learning Nonlinear Causal Reductions to Explain Reinforcement Learning Policies
In Poster Session 2 Pavilion 3
Armin Kekić ⋅ Jan Schneider ⋅ Dieter Büchler ⋅ Bernhard Schölkopf ⋅ michel besserve
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3006
$\alpha$-DPO: Robust Preference Alignment for Diffusion Models via $\alpha$ Divergence
In Poster Session 2 Pavilion 4
Yang Li · Songlin Yang · Wei Wang · Xiaoxuan Han · Jing Dong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#107
Stochastic Neural Networks for Causal Inference with Missing Confounders
In Poster Session 2 Pavilion 3
Yaxin Fang · Faming Liang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3007
ContextGen: Contextual Layout Anchoring for Identity-Consistent Multi-Instance Generation
In Poster Session 2 Pavilion 4
Ruihang Xu · Dewei Zhou · Fan Ma · Yi Yang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#108
Off-Policy Evaluation for Ranking Policies under Deterministic Logging Policies
In Poster Session 2 Pavilion 3
Koichi Tanaka · Kazuki Kawamura · Takanori Muroi · Yusuke Narita · Yuki Sasamoto · Kei Tateno · Takuma Udagawa · Wei-Wei Du · Yuta Saito
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3008
Follow-Your-Shape: Shape-Aware Image Editing via Trajectory-Guided Region Control
In Poster Session 2 Pavilion 4
Zeqian Long · Mingzhe Zheng · Kunyu Feng · Xinhua Zhang · Hongyu Liu · Harry Yang · Linfeng Zhang · Qifeng Chen · Yue Ma
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#109
Constant Degree Matrix-Driven Incomplete Multi-View Clustering via Connectivity-Structure and Embedding Tensor Learning
In Poster Session 2 Pavilion 3
Zhibin Gu · Zhenhao Zhong · Xi Zhang · Bing Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3009
VMDiff: Visual Mixing Diffusion for Limitless Cross-Object Synthesis
In Poster Session 2 Pavilion 4
Zeren Xiong ⋅ Yue Yu ⋅ Ze-dong Zhang ⋅ Shuo Chen ⋅ Jian Yang ⋅ Jun Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#110
LLM Pretraining with Continuous Concepts
In Poster Session 2 Pavilion 3
Jihoon Tack ⋅ Jack Lanchantin ⋅ Jane Dwivedi-Yu ⋅ Andrew Cohen ⋅ Ilia Kulikov ⋅ Janice Lan ⋅ Shibo Hao ⋅ Yuandong Tian ⋅ Jason E Weston ⋅ Xian Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3010
Autoregressive Image Generation with Randomized Parallel Decoding
In Poster Session 2 Pavilion 4
Haopeng Li · Jinyue Yang · Guoqi Li · Huan Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#111
Neural Force Field: Few-shot Learning of Generalized Physical Reasoning
In Poster Session 2 Pavilion 3
Shiqian Li · Ruihong Shen · Yaoyu Tao · Chi Zhang · Yixin Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3011
Culture in Action: Evaluating Text-to-Image Models through Social Activities
In Poster Session 2 Pavilion 4
Sina Malakouti · Boqing Gong · Adriana Kovashka
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3018
Any-to-Bokeh: Arbitrary-Subject Video Refocusing with Video Diffusion Model
In Poster Session 2 Pavilion 4
Yang Yang ⋅ Siming Zheng ⋅ Qirui Yang ⋅ Jinwei Chen ⋅ Boxi Wu ⋅ Xiaofei He ⋅ Deng Cai ⋅ Bo Li ⋅ Peng-Tao Jiang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3012
Deconstructing Guidance: A Semantic Hierarchy for Precise Diffusion Model Editing
In Poster Session 2 Pavilion 4
Wootaek Jeong ⋅ Junghyo Sohn ⋅ Jee Seok Yoon ⋅ Heung-Il Suk
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#112
AutoDV: An End-to-End Deep Learning Model for High-Dimensional Data Visualization
In Poster Session 2 Pavilion 3
Wei Dai · Jicong Fan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2004
Revisiting Weight Regularization for Low-Rank Continual Learning
In Poster Session 2 Pavilion 3
Yaoyue Zheng · Yin Zhang · Joost van de Weijer · Gido van de Ven · Shaoyi Du · Xuetao Zhang · Zhiqiang Tian
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3410
Trust but Verify: Adaptive Conditioning for Reference-Based Diffusion Super-Resolution via Implicit Reference Correlation Modeling
In Poster Session 2 Pavilion 4
Yuan Wang ⋅ Yuhao Wan ⋅ Siming Zheng ⋅ Bo Li ⋅ Qibin Hou ⋅ Peng-Tao Jiang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3013
NoisePrints: Distortion-Free Watermarks for Authorship in Private Diffusion Models
In Poster Session 2 Pavilion 4
Nir Goren ⋅ Oren Katzir ⋅ Abhinav Nakarmi ⋅ Eyal Ronen ⋅ Mahmood Sharif ⋅ Or Patashnik
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#113
Weight Space Representation Learning on Diverse NeRF Architectures
In Poster Session 2 Pavilion 3
Francesco Ballerini ⋅ Pierluigi Zama Ramirez ⋅ Luigi Di Stefano ⋅ Samuele Salti
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#114
Let LLMs Speak Embedding Languages: Generative Text Embeddings via Iterative Contrastive Refinement
In Poster Session 2 Pavilion 3
Yu-Che Tsai · Kuan-Yu Chen · Yuan-Chi Li · Yuan-Hao Chen · Ching-Yu Tsai · Shou-De Lin
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3014
OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot
In Poster Session 2 Pavilion 4
Junhan Zhu · Hesong Wang · Mingluo Su · Zefang Wang · Huan Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3015
VQ-Transplant: Efficient VQ-Module Integration for Pre-trained Visual Tokenizers
In Poster Session 2 Pavilion 4
Xianghong Fang ⋅ Yuan Yuan ⋅ Dehan Kong ⋅ Tim G. J. Rudner
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#115
Toward Enhancing Representation Learning in Federated Multi-Task Settings
In Poster Session 2 Pavilion 3
Mehdi Setayesh ⋅ Mahdi Beitollahi ⋅ Yasser Khalil ⋅ Hongliang Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#116
Subspace Kernel Learning on Tensor Sequences
In Poster Session 2 Pavilion 3
Lei Wang · Xi Ding · Yongsheng Gao · Piotr Koniusz
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3017
SimpleGVR: A Simple Baseline for Latent-Cascaded Generative Video Super-Resolution
In Poster Session 2 Pavilion 4
Liangbin Xie · Yu Li · Shian Du · Menghan Xia · Xintao WANG · Fanghua Yu · Ziyan Chen · Pengfei Wan · Jiantao Zhou · Chao Dong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#117
On the Theoretical Limitations of Embedding-Based Retrieval
In Poster Session 2 Pavilion 3
Orion Weller · Michael Boratko · Iftekhar Naim · Jinhyuk Lee
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#118
Fly-CL: A Fly-Inspired Framework for Enhancing Efficient Decorrelation and Reduced Training Time in Pre-trained Model-based Continual Representation Learning
In Poster Session 2 Pavilion 3
Heming Zou · Yunliang Zang · Wutong Xu · Xiangyang Ji
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#119
Revela: Dense Retriever Learning via Language Modeling
In Poster Session 2 Pavilion 3
Fengyu Cai · Tong Chen · Xinran Zhao · Sihao Chen · Hongming Zhang · Sherry Wu · Iryna Gurevych · Heinz Koeppl
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3118
ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation
In Poster Session 2 Pavilion 4
Rotem Shalev-Arkushin ⋅ Rinon Gal ⋅ Amit Bermano ⋅ Ohad Fried
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3117
CTRL&SHIFT: High-quality Geometry-Aware Object Manipulation in Visual Generation
In Poster Session 2 Pavilion 4
Penghui Ruan · Bojia Zi · Xianbiao Qi · Youze Huang · Rong Xiao · Pichao WANG · Jiannong Cao · Yuhui Shi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#120
Adaptive Debiasing Tsallis Entropy for Test-Time Adaptation
In Poster Session 2 Pavilion 3
Xiangyu Wu · Dongming Jiang · Feng Yu · Yueying Tian · Jiaqi Tang · Qing-Guo Chen · Yang Yang · Jianfeng Lu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3116
DeLeaker: Dynamic Inference-Time Reweighting For Semantic Leakage Mitigation in Text-to-Image Models
In Poster Session 2 Pavilion 4
Mor Ventura ⋅ Michael Toker ⋅ Or Patashnik ⋅ Yonatan Belinkov ⋅ Roi Reichart
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#121
RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents
In Poster Session 2 Pavilion 3
Zijing Zhang ⋅ Ziyang Chen ⋅ Mingxiao Li ⋅ Zhaopeng Tu ⋅ Xiaolong Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3115
SSG: Scaled Spatial Guidance for Multi-Scale Visual Autoregressive Generation
In Poster Session 2 Pavilion 4
Youngwoo Shin ⋅ jiwan hur ⋅ Junmo Kim
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#123
TabStruct: Measuring Structural Fidelity of Tabular Data
In Poster Session 2 Pavilion 3
Xiangjian Jiang ⋅ Nikola Simidjievski ⋅ Mateja Jamnik
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3114
The Intricate Dance of Prompt Complexity, Quality, Diversity and Consistency in T2I Models
In Poster Session 2 Pavilion 4
Zhang Xiaofeng · Aaron Courville · Michal Drozdzal · Adriana Romero-Soriano
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#124
Maximizing Incremental Information Entropy for Contrastive Learning
In Poster Session 2 Pavilion 3
Jiansong Zhang · Zhuoqin Yang · Xu Wu · Xiaoling Luo · Peizhong Liu · Linlin Shen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3113
EgoTwin: Dreaming Body and View in First Person
In Poster Session 2 Pavilion 4
Jingqiao Xiu · Fangzhou Hong · Yicong Li · Mengze Li · Wentao Wang · Sirui Han · Liang Pan · Ziwei Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3112
ReFocusEraser: Refocusing for Small Object Removal with Robust Context-Shadow Repair
In Poster Session 2 Pavilion 4
Qingping Zheng ⋅ Bo Huang ⋅ Yang Liu ⋅ Haoyu Zhao ⋅ Ling Zheng ⋅ Zengmao Wang ⋅ Ying Li ⋅ Jiankang Deng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#224
Proper Velocity Neural Networks
In Poster Session 2 Pavilion 3
Ziheng Chen · Zihan Su · Bernhard Schölkopf · Nicu Sebe
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#223
ProofBridge: Auto-Formalization of Natural Language Proofs in Lean via Joint Embeddings
In Poster Session 2 Pavilion 3
Prithwish Jana · Kaan Kale · Ahmet Tanriverdi · Cruise Song · Sriram Vishwanath · Vijay Ganesh
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3111
FreeAdapt: Unleashing Diffusion Priors for Ultra-High-Definition Image Restoration
In Poster Session 2 Pavilion 4
Xiaoan Liu · Xinyi Liu · Yongjun Zhang · Yi Wan · Tingyun Li · Dongdong Yue
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3110
LogiStory: A Logic-Aware Framework for Multi-Image Story Visualization
In Poster Session 2 Pavilion 4
Chutian Meng · Fan Ma · Chi Zhang · Jiaxu Miao · Yi Yang · Yueting Zhuang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#222
Information Shapes Koopman Representation
In Poster Session 2 Pavilion 3
Xiaoyuan Cheng · Wenxuan Yuan · Yiming Yang · Yuanzhao Zhang · Sibo Cheng · Yi He · Zhuo Sun
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#221
CORDS - Continuous Representations of Discrete Structures
In Poster Session 2 Pavilion 3
Tin Hadži Veljković · Erik Bekkers · Michael Tiemann · Jan-Willem van de Meent
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3109
BLADE: Block-Sparse Attention Meets Step Distillation for Efficient Video Generation
In Poster Session 2 Pavilion 4
Youping Gu · Xiaolong Li · Yuhao Hu · Chen Minqi · Bohan Zhuang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#220
Closing the Modality Gap Aligns Group-Wise Semantics
In Poster Session 2 Pavilion 3
Eleonora Grassucci · Giordano Cicchetti · Emanuele Frasca · Aurelio Uncini · Danilo Comminiello
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3108
Dragging with Geometry: From Pixels to Geometry-Guided Image Editing
In Poster Session 2 Pavilion 4
Xinyu Pu · Hongsong Wang · Jie Gui · Pan Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#219
On the Wasserstein Geodesic Principal Component Analysis of probability measures
In Poster Session 2 Pavilion 3
Nina Vesseron · Elsa Cazelles · Alice Le Brigant · Klein Thierry
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3107
MoSA: Motion-Coherent Human Video Generation via Structure-Appearance Decoupling
In Poster Session 2 Pavilion 4
Haoyu Wang · Hao Tang · Donglin Di · Zhilu Zhang · Wangmeng Zuo · Feng Gao · Siwei Ma · Shiliang Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3106
VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
In Poster Session 2 Pavilion 4
Hritik Bansal ⋅ Clark Peng ⋅ Yonatan Bitton ⋅ Roman Goldenberg ⋅ Aditya Grover ⋅ Kai-Wei Chang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#218
Improving Semantic Proximity in Information Retrieval through Cross-Lingual Alignment
In Poster Session 2 Pavilion 3
Seongtae Hong · Youngjoon Jang · Jungseob Lee · Hyeonseok Moon · Heuiseok Lim
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#217
Multimodal Dataset Distillation via Phased Teacher Models
In Poster Session 2 Pavilion 3
Shengbin Guo · Hang Zhao · Senqiao Yang · Chenyang Jiang · Yuhang Cheng · Xiangru Peng · Rui Shao · Zhuotao Tian
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3104
Self-Forcing++: Towards Minute-Scale High-Quality Video Generation
In Poster Session 2 Pavilion 4
Justin Cui · Jie Wu · Ming Li · Tao Yang · Xiaojie Li · Rui Wang · Andrew Bai · Yuanhao Ban · Cho-Jui Hsieh
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#216
Separable Neural Networks: Approximation Theory, NTK Regime, and Preconditioned Gradient Descent
In Poster Session 2 Pavilion 3
Yisi Luo · Deyu Meng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3103
Does FLUX Already Know How to Perform Physically Plausible Image Composition?
In Poster Session 2 Pavilion 4
Shilin Lu ⋅ Zhuming Lian ⋅ Zihan Zhou ⋅ Shaocong Zhang ⋅ Chen Zhao ⋅ Adams Kong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#215
SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
In Poster Session 2 Pavilion 3
Sander R. Jyhne · Christian Igel · Morten Goodwin · Per-Arne Andersen · Serge Belongie · Nico Lang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#214
Learning Human Habits with Rule-Guided Active Inference
In Poster Session 2 Pavilion 3
Gong Zhiren ⋅ Chao Yang ⋅ Wendi Ren ⋅ Shuang Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3102
Diffusion Negative Preference Optimization Made Simple
In Poster Session 2 Pavilion 4
Joshua Tian Jin Tee · Hee Suk Yoon · Sunjae Yoon · Tri Ton · Chang Yoo
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#213
Tracing and Reversing Edits in LLMs
In Poster Session 2 Pavilion 3
Paul Youssef ⋅ Zhixue Zhao ⋅ Christin Seifert ⋅ Jörg Schlötterer
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3101
MIMIC: Mask-Injected Manipulation Video Generation with Interaction Control
In Poster Session 2 Pavilion 4
Tianxiao Chen · Jintao Rong · Huajin Chen · Jingya Wang · Tao Zhou · Jiming Chen · Qi Ye
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3201
PixNerd: Pixel Neural Field Diffusion
In Poster Session 2 Pavilion 4
Shuai Wang · Ziteng Gao · Chenhui Zhu · Weilin Huang · Limin Wang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#212
Escaping Low-Rank Traps: Interpretable Visual Concept Learning via Implicit Vector Quantization
In Poster Session 2 Pavilion 3
Shujian Gao ⋅ Yuan Wang ⋅ Chenglong Ma ⋅ Xin Gao ⋅ Jiangtao Yan ⋅ Junzhi Ning ⋅ Cheng Tang ⋅ Changkai Ji ⋅ Huihui Xu ⋅ Wei Li ⋅ Ziyan Huang ⋅ Jiashi Lin ⋅ Ming Hu ⋅ Jiyao Liu ⋅ Wenhao Tang ⋅ Ye Du ⋅ Tianbin Li ⋅ Jin Ye ⋅ Junjun He
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#211
Graphon Cross-Validation: Assessing Models on Network Data
In Poster Session 2 Pavilion 3
Huimin Cheng · Yongkai Chen · Ping Ma · Wenxuan Zhong
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3202
Half-order Fine-Tuning for Diffusion Model: A Recursive Likelihood Ratio Optimizer
In Poster Session 2 Pavilion 4
Tao Ren · Zishi Zhang · Jinyang Jiang · Zehao Li · Shentao Qin · Yi Zheng · Guanghao Li · Qianyou Sun · Yan Li · Jiafeng Liang · Xinping Li · Yijie Peng
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3203
Temporal Concept Dynamics in Diffusion Models via Prompt-Conditioned Interventions
In Poster Session 2 Pavilion 4
Ada Görgün ⋅ Fawaz Sammani ⋅ Nikos Deligiannis ⋅ Bernt Schiele ⋅ Jonas Fischer
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3204
Learnable Sparsity for Vision Generative Models
In Poster Session 2 Pavilion 4
Yang Zhang · Er Jin · Wenzhong Liang · Yanfei Dong · Ashkan Khakzar · Philip Torr · Johannes Stegmaier · Kenji Kawaguchi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#209
Supporting Multimodal Intermediate Fusion with Informatic Constraint and Distribution Coherence
In Poster Session 2 Pavilion 3
Yi Li · Fei Song · Changwen Zheng · Jiangmeng Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3205
LVTINO: LAtent Video consisTency INverse sOlver for High Definition Video Restoration
In Poster Session 2 Pavilion 4
Alessio Spagnoletti ⋅ Andres Almansa ⋅ Marcelo Pereyra
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#208
Towards Personalized Deep Research: Benchmarks and Evaluations
In Poster Session 2 Pavilion 3
Yuan Liang · Jiaxian Li · Yuqing Wang · WANG PIAOHONG · Motong Tian · Pai Liu · Shuofei Qiao · Runnan Fang · He Zhu · Ge Zhang · Minghao Liu · Yuchen Jiang · Ningyu Zhang · Wangchunshu Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3206
MicroVerse: A Preliminary Exploration Toward a Micro-World Simulation
In Poster Session 2 Pavilion 4
Rongsheng Wang · Minghao Wu · Hongru Zhou · Zhihan Yu · Zhenyang Cai · Junying Chen · Wang Benyou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#207
Spatially Informed Autoencoders for Interpretable Visual Representation Learning
In Poster Session 2 Pavilion 3
Dominik Sturm ⋅ Hiba Bensalem ⋅ Ivo Sbalzarini
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#206
Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering
In Poster Session 2 Pavilion 3
Akash Gupta ⋅ Amos Storkey ⋅ Mirella Lapata
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3207
MOSAIC: Multi-Subject Personalized Generation via Correspondence-Aware Alignment and Disentanglement
In Poster Session 2 Pavilion 4
Dong She · Siming Fu · Mushui Liu · Qiaoqiao Jin · Hualiang Wang · weihao zhou · Jidong Jiang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3208
LightCtrl: Training-free Controllable Video Relighting
In Poster Session 2 Pavilion 4
Yizuo Peng · Xuelin Chen · Kai Zhang · Xiaodong Cun
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#205
Structure-Aware Graph Hypernetworks for Neural Program Synthesis
In Poster Session 2 Pavilion 3
Wenhao Li · Yudong Xu · Elias Khalil · Scott Sanner
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#204
Robust Selective Activation with Randomized Temporal K-Winner-Take-All in Spiking Neural Networks for Continual Learning
In Poster Session 2 Pavilion 3
Jiangrong Shen · Liang Zhao · Qi Xu · Yuqi Yang · Liangjun Chen · Gang Pan · Badong Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3209
NGS-Marker: Robust Native Watermarking for 3D Gaussian Splatting
In Poster Session 2 Pavilion 4
Hao Qin ⋅ Yukai Sun ⋅ Luyuan Chen ⋅ Mengxu Lu ⋅ Feng Zhang ⋅ Ming Kong ⋅ Zhenhong Du ⋅ Qiang Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3210
Human3R: Everyone Everywhere All at Once
In Poster Session 2 Pavilion 4
YUE CHEN · Xingyu Chen · Yuxuan Xue · Anpei Chen · Yuliang Xiu · Gerard Pons-Moll
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#203
TRAC: Tensor-Train based Across-layer Compression for Parameter-Efficient Fine-Tuning
In Poster Session 2 Pavilion 3
Bangguo Ye · Yuanwei Zhang · Xiaoqun Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3211
UP2You: Fast Reconstruction of Yourself from Unconstrained Photo Collections
In Poster Session 2 Pavilion 4
Zeyu Cai ⋅ Ziyang Li ⋅ Xiaoben Li ⋅ Boqian Li ⋅ Zeyu Wang ⋅ Zhenyu Zhang ⋅ Yuliang Xiu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#202
Meta-Router: Bridging Gold-standard and Preference-based Evaluations in LLM Routing
In Poster Session 2 Pavilion 3
Yichi Zhang · Fangzheng Xie · Shu Yang · Chong Wu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3212
One2Scene: Geometric Consistent Explorable 3D Scene Generation from a Single Image
In Poster Session 2 Pavilion 4
Pengfei Wang · Liyi Chen · Zhiyuan Ma · Yanjun Guo · Guowen Zhang · Lei Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#201
Mapping Post-Training Forgetting in Language Models at Scale
In Poster Session 2 Pavilion 3
Jackson Harmon ⋅ Andreas Hochlehnert ⋅ Matthias Bethge ⋅ Ameya Prabhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1012
Supporting High-Stakes Decision Making Through Interactive Preference Elicitation in the Latent Space
In Poster Session 2 Pavilion 3
Michael Eichelbeck ⋅ Tim Voigt ⋅ Matthias Althoff
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3213
DiMeR: Disentangled Mesh Reconstruction Model with Normal-only Geometry Training
In Poster Session 2 Pavilion 4
Lutao Jiang ⋅ Jiantao Lin ⋅ Kanghao Chen ⋅ Wenhang Ge ⋅ Xin Yang ⋅ Yifan Jiang ⋅ Yuanhuiyi Lyu ⋅ Xu Zheng ⋅ LI JING ⋅ Yinchuan Li ⋅ YINGCONG CHEN
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#301
Beyond Student: An Asymmetric Network for Neural Network Inheritance
In Poster Session 2 Pavilion 3
Yiyun Zhou · Jingwei Shi · Mingjing Xu · Zhonghua Jiang · Jingyuan Chen
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#302
PAC-Bayes bounds for cumulative loss in Continual Learning
In Poster Session 2 Pavilion 3
Lior Friedman ⋅ Ron Meir
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3214
TTT3R: 3D Reconstruction as Test-Time Training
In Poster Session 2 Pavilion 4
Xingyu Chen · YUE CHEN · Yuliang Xiu · Andreas Geiger · Anpei Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#303
AdaRank: Adaptive Rank Pruning for Enhanced Model Merging
In Poster Session 2 Pavilion 3
Chanhyuk Lee ⋅ Jiho Choi ⋅ Chanryeol Lee ⋅ Donggyun Kim ⋅ Seunghoon Hong
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3216
MultiMat: Multimodal Program Synthesis for Procedural Materials using Large Multimodal Models
In Poster Session 2 Pavilion 4
Jonas Belouadi ⋅ Tamy Boubekeur ⋅ Adrien Kaiser
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#304
Generative Diffusion Prior Distillation for Long-Context Knowledge Transfer
In Poster Session 2 Pavilion 3
Nilushika Udayangani Hewa Dehigahawattage · Nandakishor Desai · Marimuthu Palaniswami
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5107
LiveMoments: Reselected Key Photo Restoration in Live Photos via Reference-guided Diffusion
In Poster Session 2 Pavilion 4
Clara Xue ⋅ Zizheng Yan ⋅ Zhenning Shi ⋅ Yuhang Yu ⋅ Jingyu Zhuang ⋅ Qi Zhang ⋅ Jinwei Chen ⋅ Qingnan Fan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#305
Temporal Generalization: A Reality Check
In Poster Session 2 Pavilion 3
Divyam Madaan ⋅ Sumit Chopra ⋅ Kyunghyun Cho
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3217
FullPart: Generating each 3D Part at Full Resolution
In Poster Session 2 Pavilion 4
Lihe Ding · Shaocong Dong · Yaokun Li · Chenjian Gao · Xiao Chen · Rui Han · Yihao Kuang · Hong Zhang · Bo Huang · Zhanpeng Huang · Zibin Wang · Dan Xu · Tianfan Xue
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3218
Horseshoe Splatting: Handling Structural Sparsity for Uncertainty-Aware Gaussian-Splatting Radiance Field Rendering
In Poster Session 2 Pavilion 4
Feng Wu ⋅ Tsai Hor Chan ⋅ Yihang Chen ⋅ Lingting Zhu ⋅ Guosheng Yin ⋅ Lequan Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#306
Interference-Isolated Elastic Weight Consolidation and Knowledge Calibration for Incremental Object Detection
In Poster Session 2 Pavilion 3
De Cheng · Mingyue Zeng · Zhipeng Xu · Di Xu · Nannan Wang · Xinbo Gao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#307
IDER: IDempotent Experience Replay for Reliable Continual Learning
In Poster Session 2 Pavilion 3
Zhanwang Liu ⋅ Yuting Li ⋅ Haoyuan Gao ⋅ Yexin Li ⋅ Linghe Kong ⋅ Lichao Sun ⋅ Weiran Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3318
Variation-aware Flexible 3D Gaussian Editing
In Poster Session 2 Pavilion 4
Hao Qin · Yukai Sun · Meng Wang · Ming Kong · Mengxu Lu · Qiang Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#308
Consistency-Driven Calibration and Matching for Few-Shot Class Incremental Learning
In Poster Session 2 Pavilion 3
Qinzhe Wang · Zixuan Chen · Keke Huang · Xiu Su · Chunhua Yang · Chang Xu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3317
Augmented Radiance Field: A General Framework for Enhanced Gaussian Splatting
In Poster Session 2 Pavilion 4
Yixin Yang · Bojian Wu · Yang Zhou · Hui Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3316
Stylos: Multi-View 3D Stylization with Single-Forward Gaussian Splatting
In Poster Session 2 Pavilion 4
Hanzhou Liu ⋅ Jia Huang ⋅ Mi Lu ⋅ Srikanth Saripalli ⋅ Peng Jiang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#309
Knowledge Distillation for Large Language Models through Residual Learning
In Poster Session 2 Pavilion 3
Thinh On ⋅ Hengzhi Pei ⋅ Leonard Lausen ⋅ George Karypis
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3315
Large Depth Completion Model from Sparse Observations
In Poster Session 2 Pavilion 4
Zhu Yu · zhengyi zhao · Runmin Zhang · Lingteng Qiu · Kejie Qiu · Yisheng He · Siyu Zhu · Zilong Dong · Si-Yuan Cao · Hui-liang Shen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#311
CREPE: Controlling diffusion with REPlica Exchange
In Poster Session 2 Pavilion 3
Jiajun He · Paul Jeha · Peter Potaptchik · Leo Zhang · José Miguel Hernández Lobato · Yuanqi Du · Saifuddin Syed · Francisco Vargas
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3314
Signal Structure-Aware Gaussian Splatting for Large-Scale Scene Reconstruction
In Poster Session 2 Pavilion 4
Weiyi Xue · Fan Lu · Chi Zhang · Tianhang Wang · Sanqing Qu · Zehan Zheng · Boyuan Zheng · Junqiao Zhao · Guang Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3313
ULTRA-360: Unconstrained Dataset for Large-scale Temporal 3D Reconstruction across Altitudes and Omnidirectional Views
In Poster Session 2 Pavilion 4
Xijun Liu · Zhaoliang Zhang · Yuxiang Guo · Yifan Zhou · Rama Chellappa · Cheng Peng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1622
Rethinking Continual Learning with Progressive Neural Collapse
In Poster Session 2 Pavilion 3
Zheng Wang ⋅ Wanhao Yu ⋅ Li Yang ⋅ Sen Lin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#312
SelfReflect: Can LLMs Communicate Their Internal Answer Distribution?
In Poster Session 2 Pavilion 3
Michael Kirchhof · Luca Füger · Adam Golinski · Eeshan Gunesh Dhekane · Arno Blaas · Seong Joon Oh · Sinead Williamson
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3312
Universal Beta Splatting
In Poster Session 2 Pavilion 4
Rong Liu · Zhongpai Gao · Benjamin Planche · Meida Chen · Van Nguyen · Meng Zheng · Anwesa Choudhuri · Terrence Chen · Yue Wang · Andrew Feng · Ziyan Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#313
Learning Survival Distributions with Individually Calibrated Asymmetric Laplace Distribution
In Poster Session 2 Pavilion 3
Deming Sheng ⋅ Ricardo Henao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3311
Sparkle: A Robust and Versatile Representation for Point Cloud-based Human Motion Capture
In Poster Session 2 Pavilion 4
YIMING REN · YUJING SUN · Aoru Xue · Kwok Yan Lam · Yuexin Ma
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#314
Textual Bayes: Quantifying Prompt Uncertainty in LLM-Based Systems
In Poster Session 2 Pavilion 3
Brendan Ross ⋅ Noël Vouitsis ⋅ Atiyeh Ashari Ghomi ⋅ Rasa Hosseinzadeh ⋅ Ji Xin ⋅ Zhaoyan Liu ⋅ Yi Sui ⋅ Shiyi Hou ⋅ Kin Kwan Leung ⋅ Gabriel Loaiza-Ganem ⋅ Jesse Cresswell
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3310
PostAlign: Multimodal Grounding as a Corrective Lens for MLLMs
In Poster Session 2 Pavilion 4
Yixuan Wu · Yang Zhang · JIAN Wu · Philip Torr · Jindong Gu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#315
RefineStat: Efficient Exploration for Probabilistic Program Synthesis
In Poster Session 2 Pavilion 3
Madhav Kanda · Shubham Dipak Ugare · Sasa Misailovic
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#316
Accelerated Parallel Tempering via Neural Transports
In Poster Session 2 Pavilion 3
Leo Zhang · Peter Potaptchik · Jiajun He · Yuanqi Du · Arnaud Doucet · Francisco Vargas · Hai-Dang Dau · Saifuddin Syed
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3309
LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models
In Poster Session 2 Pavilion 4
Ruilin Yao · Bo Zhang · Jirui Huang · Xinwei Long · Yifang Zhang · Tianyu Zou · Shili Xiong · Yi Rong · Yufei Wu · Shichao Su · Yifan Xu · Wenxi Zeng · Zhaoyu Yang · Guoyou Li · Shilan Zhang · Zichan Li · Yaxiong Chen · Shengwu Xiong · Peng Xu · Jiajun Zhang · Bowen Zhou · David Clifton · Luc Van Gool
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3308
SHIELD: Suppressing Hallucinations In LVLM Encoders via Bias and Vulnerability Defense
In Poster Session 2 Pavilion 4
Yiyang Huang ⋅ Liang Shi ⋅ Yitian Zhang ⋅ Yi Xu ⋅ Yun Fu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#317
A Statistical Benchmark for Diffusion-Posterior-Sampling Algorithms
In Poster Session 2 Pavilion 3
Martin Zach · Youssef Haouchat · Michael Unser
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#318
Internal Evaluation of Density-Based Clusterings with Noise
In Poster Session 2 Pavilion 3
Anna Beer ⋅ Lena Krieger ⋅ Pascal Weber ⋅ Martin Ritzert ⋅ Ira Assent ⋅ Claudia Plant
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3307
DeepEyesV2: Toward Agentic Multimodal Model
In Poster Session 2 Pavilion 4
Jack Hong · Chenxiao Zhao · ChengLIn Zhu · Weiheng Lu · Guohai Xu · XingYu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#319
Prima.cpp: Fast 30-70B LLM Inference on Heterogeneous and Low-Resource Home Clusters
In Poster Session 2 Pavilion 3
Zonghang Li ⋅ Tao Li ⋅ Wenjiao Feng ⋅ Rongxing Xiao ⋅ Jianshu She ⋅ Hong Huang ⋅ Mohsen Guizani ⋅ Hongfang Yu ⋅ Qirong Ho ⋅ Wei Xiang ⋅ Xue Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3306
InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search
In Poster Session 2 Pavilion 4
Kaican Li · Lewei Yao · Jiannan Wu · Tiezheng YU · Jierun Chen · Haoli Bai · LU HOU · Lanqing HONG · Wei Zhang · Nevin Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3305
Hallucination-aware Intermediate Representation Edit in Large Vision-Language Models
In Poster Session 2 Pavilion 4
Wei Suo · Hanzu Zhang · Lijun Zhang · Ji Ma · PENG WANG · Yanning Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#320
Initialization Schemes for Kolmogorov–Arnold Networks: An Empirical Study
In Poster Session 2 Pavilion 3
Spyros Rigas ⋅ Dhruv Verma ⋅ Georgios Alexandridis ⋅ Yixuan Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3304
ViPER: Empowering the Self-Evolution of Visual Perception Abilities in Vision-Language Models
In Poster Session 2 Pavilion 4
Juntian Zhang · Song Jin · Chuanqi Cheng · Yuhan Liu · Yankai Lin · Xun Zhang · Yufei zhang · Fei Jiang · Guojun Yin · Wei Lin · Rui Yan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#321
MaskPro: Linear-Space Probabilistic Learning for Strict (N:M)-Sparsity on LLMs
In Poster Session 2 Pavilion 3
Yan Sun · Qixin ZHANG · Zhiyuan Yu · Xikun Zhang · Li Shen · Dacheng Tao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#322
Solving the 2-norm k-hyperplane clustering problem via multi-norm formulations
In Poster Session 2 Pavilion 3
Stefano Coniglio
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3303
Fusing Pixels and Genes: Spatially-Aware Learning in Computational Pathology
In Poster Session 2 Pavilion 4
Minghao Han · Dingkang Yang · Linhao Qu · Zizhi Chen · Gang Li · Han Wang · Jiacong Wang · Lihua Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#323
Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling
In Poster Session 2 Pavilion 3
Shuyang Jiang ⋅ Yusheng Liao ⋅ Ya Zhang ⋅ Yanfeng Wang ⋅ Yu Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#122
ConRep4CO: Contrastive Representation Learning of Combinatorial Optimization Instances across Types
In Poster Session 2 Pavilion 3
Ziao Guo ⋅ Yang Li ⋅ Shiyue Wang ⋅ Junchi Yan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3302
Memory-Free Continual Learning with Null Space Adaptation for Zero-Shot Vision-Language Models
In Poster Session 2 Pavilion 4
Yujin Jo ⋅ Taesup Kim
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3301
Hystar: Hypernetwork-driven Style-adaptive Retrieval via Dynamic SVD Modulation
In Poster Session 2 Pavilion 4
Yujia Cai · Boxuan Li · Chenghao Xu · Jiexi Yan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#324
Divide, Harmonize, Then Conquer It: Shooting Multi-Commodity Flow Problems with Multimodal Language Models
In Poster Session 2 Pavilion 3
Xinyu Yuan · Yan Qiao · Zonghui Wang · Wenzhi CHEN
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3401
AVERE: Improving Audiovisual Emotion Reasoning with Preference Optimization
In Poster Session 2 Pavilion 4
Ashutosh Chaubey ⋅ Jiacheng Pang ⋅ Maksim Siniukov ⋅ Mohammad Soleymani
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#424
Harmonized Cone for Feasible and Non-conflict Directions in Training Physics-Informed Neural Networks
In Poster Session 2 Pavilion 3
Dohyun Bu ⋅ Yujung Byun ⋅ JONGSEOK LEE
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#423
Deep FlexQP: Accelerated Nonlinear Programming via Deep Unfolding
In Poster Session 2 Pavilion 3
Alex Oshin ⋅ Rahul Ghosh ⋅ Augustinos Saravanos ⋅ Evangelos Theodorou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3402
Empowering Small VLMs to Think with Dynamic Memorization and Exploration
In Poster Session 2 Pavilion 4
Jiazhen Liu ⋅ Yuchuan Deng ⋅ Long Chen
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3403
SONIC: Spectral Oriented Neural Invariant Convolutions
In Poster Session 2 Pavilion 4
Gijs Moens · Regina Beets-Tan · Eduardo Pooch
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5215
Distributionally Robust Optimization via Generative Ambiguity Modeling
In Poster Session 2 Pavilion 4
Jiaqi Wen ⋅ Jianyi Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3105
Revisiting Sharpness-Aware Minimization: A More Faithful and Effective Implementation
In Poster Session 2 Pavilion 4
Jianlong Chen ⋅ Zhiming Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#422
Chain-of-Context Learning: Dynamic Constraint Understanding for Multi-Task VRPs
In Poster Session 2 Pavilion 3
Shuangchun Gui ⋅ Suyu Liu ⋅ Xuehe Wang ⋅ Zhiguang Cao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#421
Hyperbolic Aware Minimization: Implicit Bias for Sparsity
In Poster Session 2 Pavilion 3
Tom Jacobs ⋅ Advait Gadhikar ⋅ Celia Rubio-Madrigal ⋅ Rebekka Burkholz
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3404
LLaVAction: evaluating and training multi-modal large language models for action understanding
In Poster Session 2 Pavilion 4
Haozhe Qi ⋅ Shaokai Ye ⋅ Alexander Mathis ⋅ Mackenzie Mathis
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#420
On the Benefits of Weight Normalization for Overparameterized Matrix Sensing
In Poster Session 2 Pavilion 3
Yudong Wei ⋅ Liang Zhang ⋅ Bingcong Li ⋅ Niao He
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3405
Learning with Dual-level Noisy Correspondence for Multi-modal Entity Alignment
In Poster Session 2 Pavilion 4
Haobin Li · Yijie Lin · Peng Hu · Mouxing Yang · Xi Peng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3406
Seeing Across Views: Benchmarking Spatial Reasoning of Vision-Language Models in Robotic Scenes
In Poster Session 2 Pavilion 4
ZhiYuan Feng ⋅ Zhaolu Kang ⋅ Qijie Wang ⋅ Zhiying Du ⋅ Jiongrui Yan ⋅ Shubin Shi ⋅ Chengbo Yuan ⋅ Huizhi Liang ⋅ Yu Deng ⋅ Qixiu Li ⋅ Rushuai Yang ⋅ Ruichuan An ⋅ Leqi Zheng ⋅ Weijie Wang ⋅ Shuang Chen ⋅ Sicheng Xu ⋅ Yaobo Liang ⋅ Jiaolong Yang ⋅ Baining Guo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#418
The Power of Small Initialization in Noisy Low-Tubal-Rank Tensor Recovery
In Poster Session 2 Pavilion 3
Zhiyu Liu · Haobo Geng · XUDONG WANG · Yandong Tang · Zhi Han · Yao Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3407
Fantastic Tractor-Dogs and How Not to Find Them With Open-Vocabulary Detectors
In Poster Session 2 Pavilion 4
Frank Ruis ⋅ Gertjan J Burghouts ⋅ Hugo J. Kuijf
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3408
Omni-IML: Towards Unified Interpretable Image Manipulation Localization
In Poster Session 2 Pavilion 4
Chenfan Qu · Yiwu Zhong · Fengjun Guo · Lianwen Jin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#417
A Physics-Inspired Optimizer: Velocity Regularized Adam
In Poster Session 2 Pavilion 3
Pranav Vaidhyanathan ⋅ Lucas Schorling ⋅ Natalia Ares ⋅ Michael Osborne
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#416
Online Minimization of Polarization and Disagreement via Low-Rank Matrix Bandits
In Poster Session 2 Pavilion 3
Federico Cinus ⋅ Yuko Kuroki ⋅ Atsushi Miyauchi ⋅ Francesco Bonchi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3409
RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning
In Poster Session 2 Pavilion 4
Sicheng Feng · Kaiwen TUO · Song Wang · Lingdong Kong · Jianke Zhu · Huan Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#415
Learning Distributions over Permutations and Rankings with Factorized Representations
In Poster Session 2 Pavilion 3
Daniel Severo · Brian Karrer · Niklas Nolte
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#414
Learning Boltzmann Generators via Constrained Mass Transport
In Poster Session 2 Pavilion 3
Christopher von Klitzing · Denis Blessing · Henrik Schopmans · Pascal Friederich · Gerhard Neumann
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3411
Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversity
In Poster Session 2 Pavilion 4
Zhengyao Fang · Pengyuan Lyu · Chengquan Zhang · Guangming Lu · Jun Yu · Wenjie Pei
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#413
Improving the Trade-off Between Watermark Strength and Speculative Sampling Efficiency for Language Models
In Poster Session 2 Pavilion 3
Weiqing He ⋅ Xiang Li ⋅ Li Shen ⋅ Weijie Su ⋅ Qi Long
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3412
What "Not" to Detect: Negation-Aware VLMs via Structured Reasoning and Token Merging
In Poster Session 2 Pavilion 4
Inha Kang ⋅ Youngsun Lim ⋅ Seonho Lee ⋅ Jiho Choi ⋅ Junsuk Choe ⋅ Hyunjung Shim
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4405
GTR-Bench: Evaluating Geo-Temporal Reasoning in Vision-Language Models
In Poster Session 2 Pavilion 4
Qinghongbing Xie ⋅ Zhaoyuan Xia ⋅ Feng Zhu ⋅ Lijun GONG ⋅ Ziyue Li ⋅ Rui Zhao ⋅ Long ZENG
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#412
Symmetry-Aware Bayesian Optimization via Max Kernels
In Poster Session 2 Pavilion 3
Anthony Bardou · Antoine Gonon · Aryan Ahadinia · Patrick Thiran
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3413
StreamingVLM: Real-Time Understanding for Infinite Video Streams
In Poster Session 2 Pavilion 4
Ruyi Xu · Guangxuan Xiao · Yukang Chen · Liuning He · Kelly Peng · Yao Lu · Song Han
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#411
Improving LLM-based Global Optimization with Search Space Partitioning
In Poster Session 2 Pavilion 3
Andrej Schwanke · Lyubomir Ivanov · David Salinas · Fabio Ferreira · Aaron Klein · Frank Hutter · Arber Zela
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3414
VisuRiddles: Fine-grained Perception is a Primary Bottleneck for Multimodal Large Language Models in Abstract Visual Reasoning
In Poster Session 2 Pavilion 4
Hao Yan · Xingchen Liu · Hao Wang · Zhenbiao Cao · Handong Zheng · Liang Yin · Xinxing Su · Zihao Chen · Jihao Wu · Minghui Liao · CHAO WENG · Wei Chen · Yuliang Liu · Xiang Bai
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3415
GranViT: A Fine-Grained Vision Model For Autoregressive Multimodal Large Language Models
In Poster Session 2 Pavilion 4
Guanghao Zheng · Bowen Shi · Mingxing Xu · Ruoyu Sun · Peisen Zhao · Zhibo Zhang · Wenrui Dai · Junni Zou · Hongkai Xiong · XIAOPENG ZHANG · Qi Tian
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#410
Thompson Sampling via Fine-Tuning of LLMs
In Poster Session 2 Pavilion 3
Nicolas Menet ⋅ Aleksandar Terzic ⋅ Michael Hersche ⋅ Andreas Krause ⋅ Abbas Rahimi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3416
TumorChain: Interleaved Multimodal Chain-of-Thought Reasoning for Traceable Clinical Tumor Analysis
In Poster Session 2 Pavilion 4
Sijing Li · Zhongwei Qiu · Jiang Liu · Wenqiao Zhang · Tianwei Lin · Yihan Xie · Jianxiang An · Boxiang Yun · Chenglin Yang · Jun Xiao · Guangyu Guo · Jiawen Yao · Wei Liu · Yuan gao · Ke Yan · Weiwei Cao · Zhilin Zheng · Tony C. W. MOK · Kai Cao · Yu Shi · Jiuyu Zhang · Jian Zhou · Beng Chin Ooi · Yingda Xia · Ling Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#409
No outlier channels but with outlier blocks
In Poster Session 2 Pavilion 3
Shanwen Mao · Hao Zhang · Jiasheng Li · Haoyu Qiao · Chenxin Cai · Tingting Wu · Jie Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3417
Spatial-DISE: A Unified Benchmark for Evaluating Spatial Reasoning in Vision-Language Models
In Poster Session 2 Pavilion 4
Xinmiao Huang · Qisong He · Zhenglin Huang · Boxuan Wang · Zhuoyun Li · Guangliang Cheng · Yi Dong · Xiaowei Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#408
DeMo: Decoupled Momentum Optimization
In Poster Session 2 Pavilion 3
Bowen Peng · Lizhang Chen · Baiyu Su · Jeffrey Quesnelle · Diederik (Durk) Kingma · Qiang Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#407
DOPPLER: Dual-Policy Learning for Device Assignment in Asynchronous Dataflow Graphs
In Poster Session 2 Pavilion 3
Xinyu Yao · Daniel Bourgeois · Abhinav Jain · Yuxin Tang · Jiawen Yao · Zhimin Ding · Arlei Silva · Chris Jermaine
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3418
Grounding or Guessing? Visual Signals for Detecting Hallucinations in Sign Language Translation
In Poster Session 2 Pavilion 4
Yasser HAMIDULLAH ⋅ Koel Dutta Chowdhury ⋅ Yusser Al Ghussin ⋅ Shakib Yazdani ⋅ Cennet Oguz ⋅ Josef Genabith ⋅ Cristina España-Bonet
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3518
MoRA: Missing Modality Low-Rank Adaptation for Visual Recognition
In Poster Session 2 Pavilion 4
Shu Zhao · Nilesh Ahuja · Tan Yu · Tianyi Shen · Vijaykrishnan Narayanan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#406
Birch SGD: A Tree Graph Framework for Local and Asynchronous SGD Methods
In Poster Session 2 Pavilion 3
Alexander Tyurin ⋅ Danil Sivtsov
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3517
Transductive Visual Programming: Evolving Tool Libraries from Experience for Spatial Reasoning
In Poster Session 2 Pavilion 4
Shengguang Wu · Xiaohan Wang · Yuhui Zhang · Hao Zhu · Serena Yeung
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#405
Non-Convex Federated Optimization under Cost-Aware Client Selection
In Poster Session 2 Pavilion 3
Xiaowen Jiang · Anton Rodomanov · Sebastian Stich
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3516
SpaCE-Eval: A Benchmark for Real-World Multi-Modal Reasoning
In Poster Session 2 Pavilion 4
Xuyou Yang · Yucheng Zhao · Wenxuan Zhang · Immanuel Koh
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#404
A Memory-Efficient Hierarchical Algorithm for Large-scale Optimal Transport Problems
In Poster Session 2 Pavilion 3
Wenzhou Xia · Ya-Nan Zhu · Jingwei Liang · Xiaoqun Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#403
Muon Outperforms Adam in Tail-End Associative Memory Learning
In Poster Session 2 Pavilion 3
Shuche Wang · Fengzhuo Zhang · Jiaxiang Li · Cunxiao Du · Chao Du · Tianyu Pang · Zhuoran Yang · Mingyi Hong · Vincent Tan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3515
SPIKE-RL: Video-LLMs meet Bayesian Surprise
In Poster Session 2 Pavilion 4
Sahithya Ravi ⋅ Aditya Chinchure ⋅ Raymond Ng ⋅ Leonid Sigal ⋅ Vered Shwartz
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3514
Map the Flow: Revealing Hidden Pathways of Information in VideoLLMs
In Poster Session 2 Pavilion 4
Minji Kim ⋅ Taekyung Kim ⋅ Bohyung Han
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#402
MILPnet: A Multi-Scale Architecture with Geometric Feature Sequence Representations for Advancing MILP Problems
In Poster Session 2 Pavilion 3
Ruobing Wang · Xin Li · Mingzhong Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#401
Refining Hybrid Genetic Search for CVRP via Reinforcement Learning-Finetuned LLM
In Poster Session 2 Pavilion 3
Rongjie Zhu · Cong Zhang · Zhiguang Cao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3513
Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification
In Poster Session 2 Pavilion 4
Siyi Du ⋅ Xinzhe Luo ⋅ Declan O'regan ⋅ Chen Qin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#501
An Agentic Framework with LLMs for Solving Complex Vehicle Routing Problems
In Poster Session 2 Pavilion 3
Ni Zhang · Zhiguang Cao · Jianan Zhou · Cong Zhang · Yew-Soon Ong
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3512
How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks
In Poster Session 2 Pavilion 4
Rahul Ramachandran ⋅ Ali Garjani ⋅ Roman Bachmann ⋅ Andrei Atanov ⋅ Oğuzhan Kar ⋅ Amir Zamir
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#502
Sublinear Time Quantum Algorithm for Attention Approximation
In Poster Session 2 Pavilion 3
Zhao Song · Jianfei Xue · Jiahao Zhang · Lichen Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3511
PPE: Positional Preservation Embedding for Token Compression in Multimodal Large Language Models
In Poster Session 2 Pavilion 4
Mouxiao Huang · Borui Jiang · Dehua Zheng · Hailin Hu · Kai Han · Xinghao Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3510
Multimodal Classification via Total Correlation Maximization
In Poster Session 2 Pavilion 4
Feng Yu · Xiangyu Wu · Yang Yang · Jianfeng Lu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#503
Cautious Optimizers: Improving Training with One Line of Code
In Poster Session 2 Pavilion 3
Kaizhao Liang ⋅ Lizhang Chen ⋅ Bo Liu ⋅ Qiang Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#504
Test-Time Matching: Unlocking Compositional Reasoning in Multimodal Models
In Poster Session 2 Pavilion 3
Yinglun Zhu · Jiancheng Zhang · Fuzhi Tang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#505
STDDN: A Physics-Guided Deep Learning Framework for Crowd Simulation
In Poster Session 2 Pavilion 3
Zijin Liu · Xu Geng · Wenshuai Xu · Xiang Zhao · Yan Xia · You Song
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3508
VLM-Guided Adaptive Negative Prompting for Creative Generation
In Poster Session 2 Pavilion 4
shelly golan · Yotam Nitzan · Zongze Wu · Or Patashnik
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#506
DiffusionBlocks: Block-wise Neural Network Training via Diffusion Interpretation
In Poster Session 2 Pavilion 3
Makoto Shing ⋅ Masanori Koyama ⋅ Takuya Akiba
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3507
CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning
In Poster Session 2 Pavilion 4
Long Xing · Xiaoyi Dong · Yuhang Zang · Yuhang Cao · Jianze Liang · Qidong Huang · Jiaqi Wang · Feng Wu · Dahua Lin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3506
Rethinking Bottlenecks in Safety Fine-Tuning of Vision Language Models
In Poster Session 2 Pavilion 4
Yi Ding ⋅ Lijun Li ⋅ Bing Cao ⋅ Jing Shao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#507
Whatever Remains Must Be True: Filtering Drives Reasoning in LLMs, Shaping Diversity
In Poster Session 2 Pavilion 3
Germàn Kruszewski ⋅ Pierre ERBACHER ⋅ Jos Rozen ⋅ Marc Dymetman
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#508
STARK: Strategic Team of Agents for Refining Kernels
In Poster Session 2 Pavilion 3
Juncheng Dong ⋅ Yang Yang ⋅ Tao Liu ⋅ Yang Wang ⋅ Feng Qi ⋅ VAHID TAROKH ⋅ Kaushik Rangadurai ⋅ Shuang Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3505
WebFactory: Automated Compression of Foundational Language Intelligence into Grounded Web Agents
In Poster Session 2 Pavilion 4
SICHENG FAN · Qingyun Shi · Shengze Xu · Shengbo Cai · Tieyong Zeng · LI LING · Yanyi Shang · Dehan Kong
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#509
Guided Speculative Inference for Efficient Test-Time Alignment of LLMs
In Poster Session 2 Pavilion 3
Jonathan Geuter ⋅ Youssef Mroueh ⋅ David Alvarez-Melis
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3504
No Labels, No Problem: Training Visual Reasoners with Multimodal Verifiers
In Poster Session 2 Pavilion 4
Damiano Marsili · Georgia Gkioxari
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3503
CroCoDiLight: Repurposing Cross-View Completion Encoders for Relighting
In Poster Session 2 Pavilion 4
Alistair J Foggin ⋅ William Smith
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#510
Fine-tuning Quantized Neural Networks with Zeroth-order Optimization
In Poster Session 2 Pavilion 3
Sifeng SHANG ⋅ JIAYI ZHOU ⋅ Chenyu Lin ⋅ Minxian Li ⋅ Kaiyang Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3502
Not Search, But Scan: Benchmarking MLLMs on Scan-Oriented Academic Paper Reasoning
In Poster Session 2 Pavilion 4
Rongjin Li · Zichen Tang · Xianghe Wang · Xinyi Hu · Zhengyu Wang · Zhengyu Lu · Yiling Huang · Jiayuan Chen · Weisheng Tan · Jiacheng Liu · Zhongjun Yang · Haihong E
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#511
Cactus: Accelerating Auto-Regressive Decoding with Constrained Acceptance Speculative Sampling
In Poster Session 2 Pavilion 3
Yongchang Hao · Lili Mou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#512
GoalRank: Group-Relative Optimization for a Large Ranking Model
In Poster Session 2 Pavilion 3
Kaike Zhang · Xiaobei Wang · Shuchang Liu · HailanYang · Xiang Li · Lantao Hu · Han Li · Qi Cao · Fei Sun · Kun Gai
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3501
Deep Global-sense Hard-negative Discriminative Generation Hashing for Cross-modal Retrieval
In Poster Session 2 Pavilion 4
Kun Cheng · Qibing Qin · Wenfeng Zhang · Lei Huang · Jie Nie
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#513
Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba
In Poster Session 2 Pavilion 3
Donghyun Lee ⋅ Yuhang Li ⋅ Ruokai Yin ⋅ Shiting Xiao ⋅ Priyadarshini Panda
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3601
ReactDance: Hierarchical Representation for High-Fidelity and Coherent Long-Form Reactive Dance Generation
In Poster Session 2 Pavilion 4
Jingzhong Lin · Xinru Li · Yuanyuan Qi · Bohao Zhang · Wenxiang Liu · Kecheng Tang · Wenxuan Huang · Xiangfeng Xu · Bangyan Li · Changbo Wang · Gaoqi He
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#514
Differentiable JPEG-based Input Perturbation for Knowledge Distillation Amplification via Conditional Mutual Information Maximization
In Poster Session 2 Pavilion 3
SIYU CHEN · Kaixiang Zheng · Ahmed Hussien Salamah · EN-HUI YANG
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3602
Composition-Grounded Data Synthesis for Visual Reasoning
In Poster Session 2 Pavilion 4
Xinyi Gu ⋅ Jiayuan Mao ⋅ Zhang-Wei Hong ⋅ Zhuoran Yu ⋅ Pengyuan Li ⋅ Dhiraj Joshi ⋅ Rogerio Feris ⋅ Zexue He
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#515
SCRAPL: Scattering Transform with Random Paths for Machine Learning
In Poster Session 2 Pavilion 3
Christopher Mitcheltree ⋅ Vincent Lostanlen ⋅ Emmanouil Benetos ⋅ Mathieu Lagrange
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3603
Seeing What’s Not There: Negation Understanding Needs More Than Training
In Poster Session 2 Pavilion 4
Bhuvan Aggarwal ⋅ Amit More ⋅ Mudit Soni ⋅ Srinivasa Divakar Bhat
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#516
Hyperparameter Trajectory Inference with Conditional Lagrangian Optimal Transport
In Poster Session 2 Pavilion 3
Harry Amad · Mihaela van der Schaar
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3604
EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark
In Poster Session 2 Pavilion 4
Deheng Zhang ⋅ Yuqian Fu ⋅ Runyi Yang ⋅ Yang Miao ⋅ Tianwen Qian ⋅ Xu Zheng ⋅ Guolei Sun ⋅ Ajad Chhatkuli ⋅ Xuanjing Huang ⋅ Yu-Gang Jiang ⋅ Luc Van Gool ⋅ Danda Pani Paudel
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#517
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs
In Poster Session 2 Pavilion 3
Wonjun Kang ⋅ Kevin Galim ⋅ Seunghyuk Oh ⋅ Minjae Lee ⋅ Yuchen Zeng ⋅ Shuibai Zhang ⋅ Coleman Hooper ⋅ Yuezhou Hu ⋅ Hyung Koo ⋅ Nam Ik Cho ⋅ Kangwook Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3605
RoRE: Rotary Ray Embedding for Generalised Multi-Modal Scene Understanding
In Poster Session 2 Pavilion 4
Ryan Griffiths · Donald Dansereau
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#518
Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts
In Poster Session 2 Pavilion 3
Shwai He ⋅ Weilin Cai ⋅ Jiayi Huang ⋅ Ang Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3606
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
In Poster Session 2 Pavilion 4
Wulin Xie · YiFan Zhang · Chaoyou Fu · Yang Shi · Jianshu Zeng · Bingyan Nie · Hongkai Chen · Zhang Zhang · Liang Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3607
GaussianFusion: Unified 3D Gaussian Representation for Multi-Modal Fusion Perception
In Poster Session 2 Pavilion 4
Xiao Zhao · Chang Liu · Mingxu Zhu · Zheyuan Zhang · Linna Song · Qingliang Luo · Chufan Guo · Kuifeng Su
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#519
TEST-TIME SCALING IN DIFFUSION LLMS VIA HIDDEN SEMI-AUTOREGRESSIVE EXPERTS
In Poster Session 2 Pavilion 3
Jihoon Lee · Hoyeon Moon · Kevin Zhai · Arun Chithanar · Anit Kumar Sahu · Soummya Kar · Chul Lee · Souradip Chakraborty · Amrit Bedi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#520
Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models
In Poster Session 2 Pavilion 3
Wen Wang ⋅ Bozhen Fang ⋅ Chenchen Jing ⋅ Yongliang Shen ⋅ Yangyi Shen ⋅ Qiuyu Wang ⋅ Hao Ouyang ⋅ Hao Chen ⋅ Chunhua Shen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#521
MaRS: Memory-Adaptive Routing for Reliable Capacity Expansion and Knowledge Retention
In Poster Session 2 Pavilion 3
Gang Yan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3609
From Narrow to Panoramic Vision: Attention-Guided Cold-Start Reshapes Multimodal Reasoning
In Poster Session 2 Pavilion 4
Ruilin Luo · Chufan Shi · Yizhen Zhang · Cheng Yang · Songtao Jiang · Tongkun Guan · Ruizhe Chen · Ruihang Chu · Peng Wang · Mingkun Yang · Lei Wang · Yujiu Yang · Junyang Lin · ZhiBo Yang
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3610
MaskInversion: Localized Embeddings via Optimization of Explainability Maps
In Poster Session 2 Pavilion 4
Walid Bousselham · Sofian Chaybouti · Christian Rupprecht · Vittorio Ferrari · Hilde Kuehne
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#522
TD-MoE: Tensor Decomposition for MoE Models
In Poster Session 2 Pavilion 3
Yuebin XU · YANHONG WANG · Xuemei Peng · Hui Zang · Minghao Chen · Pengfei Xia · Zeyi Wen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3611
HiDrop: Hierarchical Vision Token Reduction in MLLMs via Late Injection, Concave Pyramid Pruning, and Early Exit
In Poster Session 2 Pavilion 4
Hao Wu · Yingqi Fan · Dai Jinyang · Junlong Tong · Yunpu Ma · Xiaoyu Shen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#523
Can Transformers Really Do It All? On the Compatibility of Inductive Biases Across Tasks
In Poster Session 2 Pavilion 3
Damien Teney · Liangze Jiang · Hemanth Saratchandran · Simon Lucey
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#524
SERE: Similarity-based Expert Re-routing for Efficient Batch Decoding in MoE Models
In Poster Session 2 Pavilion 3
Juntong Wu · Jialiang Cheng · Fuyu Lv · Dan Ou · Li Yuan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3612
Leveraging Data to Say No: Memory Augmented Plug-and-Play Selective Prediction
In Poster Session 2 Pavilion 4
Aditya Sarkar · Yi Li · Jiacheng Cheng · Shlok Mishra · Nuno Vasconcelos
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5302
ScaleCap: Scalable Image Captioning via Dual-Modality Debiasing
In Poster Session 2 Pavilion 4
Long Xing · Qidong Huang · Xiaoyi Dong · Pan Zhang · Yuhang Zang · Yuhang Cao · Jinsong Li · Shuangrui Ding · Weiming Zhang · Nenghai Yu · Jiaqi Wang · Feng Wu · Dahua Lin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#525
Understanding Dataset Distillation via Spectral Filtering
In Poster Session 2 Pavilion 3
Deyu Bo · Songhua Liu · Xinchao Wang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3613
Understanding vs. Generation: Navigating Optimization Dilemma in Multimodal Models
In Poster Session 2 Pavilion 4
Sen Ye · Mengde Xu · Shuyang Gu · Di He · Liwei Wang · Winston Hu
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3614
Hierarchical Prototype Learning for Semantic Segmentation
In Poster Session 2 Pavilion 4
Seoha Lim ⋅ Jinmyeong Kim ⋅ Jieun Kim ⋅ Sung-Bae Cho
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#526
vAttention: Verified Sparse Attention via Sampling
In Poster Session 2 Pavilion 3
Aditya Desai · Kumar Agrawal · Shuo Yang · Alejandro Cuadron Lafuente · Luis Gaspar Schroeder · Matei Zaharia · Joseph E Gonzalez · Ion Stoica
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#626
Graph Signal Processing Meets Mamba2: Adaptive Filter Bank via Delta Modulation
In Poster Session 2 Pavilion 3
Yehjin Shin ⋅ Seojin Kim ⋅ Noseong Park
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3615
QPrompt-R1: Real-Time Reasoning for Domain-Generalized Semantic Segmentation via Group-Relative Query Alignment
In Poster Session 2 Pavilion 4
Fengyuan Lu · Zixuan Duan · Xunzhi Xiang · ZHICHENG ZHANG · Wenbin Li · Yang Gao · Qi Fan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#625
Free Energy Mixer
In Poster Session 2 Pavilion 3
Jiecheng Lu · Shihao Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3616
RF-DETR: Neural Architecture Search for Real-Time Detection Transformers
In Poster Session 2 Pavilion 4
Isaac Robinson · Peter Robicheaux · Matvei Popov · Deva Ramanan · Neehar Peri
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#624
Cache What Lasts: Token Retention for Memory-Bounded KV Cache in LLMs
In Poster Session 2 Pavilion 3
Ngoc Bui · Shubham Sharma · Simran Lamba · Saumitra Mishra · Rex Ying
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3617
Zero-shot HOI Detection with MLLM-based Detector-agnostic Interaction Recognition
In Poster Session 2 Pavilion 4
Shiyu Xuan · Dongkai Wang · Zechao Li · Jinhui Tang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3618
GUIDE: Gated Uncertainty-Informed Disentangled Experts for Long-tailed Recognition
In Poster Session 2 Pavilion 4
Yuan Dong · Zhe Zhao · Liheng Yu · Di Wu · Pengkun Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#623
Group Representational Position Encoding
In Poster Session 2 Pavilion 3
Yifan Zhang · Zixiang Chen · Yifeng Liu · Qin Zhen · Rina Hughes · Kangping Xu · Yang Yuan · Quanquan Gu · Andrew Yao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3718
Expressive yet Efficient Feature Expansion with Adaptive Cross-Hadamard Products
In Poster Session 2 Pavilion 4
Xuyang Zhang · Xi Zhang · Liang Chen · Hao Shi · Qingshan Guo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#622
Short Window Attention Enables Long-Term Memorization
In Poster Session 2 Pavilion 3
LOIC CABANNES · Maximilian Beck · Maria Lomeli · Gergely Szilvasy · Matthijs Douze · Jade Copet · Pierre-Emmanuel Mazare · Gabriel Synnaeve · Herve Jegou
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#621
TyphoonMLA: A Mixed Naive-Absorb MLA Kernel For Shared Prefix
In Poster Session 2 Pavilion 3
Ahmet Yüzügüler · Ahmet Çelik · Jiawei Zhuang · Lukas Cavigelli
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3717
Adaptive Gaussian Expansion for On-the-fly Category Discovery
In Poster Session 2 Pavilion 4
Chunming Li · Shidong Wang · Haofeng Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#620
Nonparametric Teaching of Attention Learners
In Poster Session 2 Pavilion 3
Chen Zhang · Jianghui Wang · Bingyang Cheng · Zhongtao Chen · Wendong XU · Cong Wang · Marco Canini · Francesco Orabona · Yik-Chung WU · Ngai Wong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3716
CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis
In Poster Session 2 Pavilion 4
Alexander Baumann ⋅ Leonardo Ayala ⋅ Silvia Seidlitz ⋅ Jan Sellner ⋅ Alexander Studier-Fischer ⋅ Berkin Özdemir ⋅ Lena Maier-Hein ⋅ Slobodan Ilic
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#619
Transformers are Inherently Succinct
In Poster Session 2 Pavilion 3
Pascal Bergsträßer ⋅ Ryan Cotterell ⋅ Anthony W. Lin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3715
ELViS: Efficient Visual Similarity from Local Descriptors that Generalizes Across Domains
In Poster Session 2 Pavilion 4
Pavel Suma · Giorgos Kordopatis-Zilos · Yannis Kalantidis · Giorgos Tolias
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#618
Efficient Message-Passing Transformer for Error Correcting Codes
In Poster Session 2 Pavilion 3
Seong-Joon Park · Taewoo Park · Hee-Youl Kwak · Sang-Hyo Kim · Yongjune Kim · Jong-Seon No
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3714
DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection
In Poster Session 2 Pavilion 4
siheng wang ⋅ Yanshu Li ⋅ Bohan Hu ⋅ Zhengdao Li ⋅ HaiboZhan ⋅ Linshan Li ⋅ Weiming Liu ⋅ Ruizhi Qian ⋅ Guangxin Wu ⋅ Hao Zhang ⋅ Jifeng Shen ⋅ Piotr Koniusz ⋅ Zhengtao Yao ⋅ Junhao Dong ⋅ Qiang Sun
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#617
Spectral Attention Steering for Prompt Highlighting
In Poster Session 2 Pavilion 3
Waylon Li ⋅ Yuchen Niu ⋅ Yongxin Yang ⋅ Keshuang Li ⋅ Tiejun Ma ⋅ Shay B Cohen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3608
Understanding and Improving Length Generalization in Hierarchical Sparse Attention Models
In Poster Session 2 Pavilion 4
Jiaqi Leng · Xiang Hu · Junxiong Wang · Jianguo Li · Wei Wu · Yucheng Lu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3713
SpikeStereoNet: A Brain-Inspired Framework for Stereo Depth Estimation from Spike Streams
In Poster Session 2 Pavilion 4
Zhuoheng Gao · Yihao Li · Jiyao Zhang · Rui Zhao · Tong Wu · Hao Tang · Zhaofei Yu · Hao Dong · Guozhang Chen · Tiejun Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#616
Continuum Transformers Perform In-Context Learning by Operator Gradient Descent
In Poster Session 2 Pavilion 3
Yash Patel ⋅ Abhiti Mishra ⋅ Ambuj Tewari
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3712
Pose Prior Learner: Unsupervised Categorical Prior Learning for Pose Estimation
In Poster Session 2 Pavilion 4
Ziyu Wang ⋅ SHUANGPENG HAN ⋅ Mengmi Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#615
Transformers Learn Latent Mixture Models In-Context via Mirror Descent
In Poster Session 2 Pavilion 3
Francesco D'Angelo · Nicolas Flammarion
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3711
Go Beyond Earth: Understanding Human Actions and Scenes in Microgravity Environments
In Poster Session 2 Pavilion 4
Di Wen · Lei Qi · Kunyu Peng · Kailun Yang · Fei Teng · Ao Luo · Jia Fu · Yufan Chen · Ruiping Liu · Yitian Shi · M. Sarfraz · Rainer Stiefelhagen
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3710
Pose-RFT: Aligning MLLMs for 3D Pose Generation via Hybrid Action Reinforcement Fine-Tuning
In Poster Session 2 Pavilion 4
Bao Li · Xiaomei Zhang · Miao Xu · Zhaoxin Fan · Xiangyu Zhu · Zhen Lei
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#614
QUEST: A robust attention formulation using query-modulated spherical attention
In Poster Session 2 Pavilion 3
Hariprasath Govindarajan · Per Sidén · Jacob Roll · Fredrik Lindsten
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3709
UniTrack: Differentiable Graph Representation Learning for Multi-Object Tracking
In Poster Session 2 Pavilion 4
Bishoy Galoaa ⋅ Xiangyu Bai ⋅ Utsav Nandi ⋅ Sai Rangoju ⋅ Somaieh Amraee ⋅ Sarah Ostadabbas
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#613
SinkTrack: Attention Sink based Context Anchoring for Large Language Models
In Poster Session 2 Pavilion 3
Xu Liu · Guikun Chen · Wenguan Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3708
Pulp Motion: Framing-aware multimodal camera and human motion generation
In Poster Session 2 Pavilion 4
Robin Courant · Xi WANG · David Loiseaux · Marc Christie · Vicky Kalogeiton
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#612
ZeroTuning: Unlocking the Initial Token's Power to Enhance Large Language Models Without Training
In Poster Session 2 Pavilion 3
Feijiang Han · Xiaodong Yu · Jianheng Tang · Delip Rao · Weihua Du · Lyle Ungar
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#611
MoM: Linear Sequence Modeling with Mixture-of-Memories
In Poster Session 2 Pavilion 3
Jusen Du · Weigao Sun · Disen Lan · Jiaxi Hu · Zhang Tao · Yu Cheng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3707
Benchmarking Open-ended Segmentation
In Poster Session 2 Pavilion 4
Cristina González ⋅ Santiago Rodriguez ⋅ Kevis-Kokitsi Maninis ⋅ Jordi Pont-Tuset ⋅ Pablo Arbelaez
[ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#610
Chimera: State Space Models Beyond Sequences
In Poster Session 2 Pavilion 3
Aakash Lahoti · Tanya Marwah · Ratish Puduppully · Albert Gu
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3706
Enhancing Vision Transformers for Object Detection via Context-Aware Token Selection and Packing
In Poster Session 2 Pavilion 4
Tianyi Zhang · Baoxin Li · Jae-sun Seo · Yu Cao
[ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#609
Setting the Record Straight on Transformer Oversmoothing
In Poster Session 2 Pavilion 3
Gbètondji J-S Dovonon · Michael Bronstein · Matt J. Kusner
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3705
Human-Object Interaction via Automatically Designed VLM-Guided Motion Policy
In Poster Session 2 Pavilion 4
Zekai Deng · Ye Shi · Kaiyang Ji · Lan Xu · Shaoli Huang · Jingya Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#608
Your VAR Model is Secretly an Efficient and Explainable Generative Classifier
In Poster Session 2 Pavilion 3
Yi-Chung Chen ⋅ David Inouye ⋅ Jing Gao
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3704
The Quest for Generalizable Motion Generation: Data, Model, and Evaluation
In Poster Session 2 Pavilion 4
Jing Lin ⋅ Ruisi Wang ⋅ Junzhe Lu ⋅ Ziqi Huang ⋅ Guorui Song ⋅ AILING ZENG ⋅ Xian Liu ⋅ Chen Wei ⋅ Wanqi Yin ⋅ Qingping SUN ⋅ Zhongang Cai ⋅ Lei Yang ⋅ Ziwei Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2003
Variational Autoencoding Discrete Diffusion with Enhanced Dimensional Correlations Modeling
In Poster Session 2 Pavilion 3
Tianyu Xie · Shuchen Xue · Zijin Feng · Tianyang Hu · Jiacheng Sun · Zhenguo Li · Cheng Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#607
Avoid Catastrophic Forgetting with Rank-1 Fisher from Diffusion Models
In Poster Session 2 Pavilion 3
Zekun Wang · Anant Gupta · Zihan Dong · Christopher MacLellan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3703
APT: Towards Universal Scene Graph Generation via Plug-in Adaptive Prompt Tuning
In Poster Session 2 Pavilion 4
Ruikun Luo · Changwei Gu · Jing Yang · Yuan Gao · Jieming Yang · Song Wu · Hai Jin · Xiaoyu Xia
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3509
JointAVBench: A Benchmark for Joint Audio-Visual Reasoning Evaluation
In Poster Session 2 Pavilion 4
Jianghan Chao ⋅ jianzhang gao ⋅ Wenhui Tan ⋅ Yuchong Sun ⋅ Ruihua Song ⋅ Liyun Ru
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#606
InfoBridge: Mutual Information estimation via Bridge Matching
In Poster Session 2 Pavilion 3
Sergei Kholkin ⋅ Ivan Butakov ⋅ Evgeny Burnaev ⋅ Nikita Gushchin ⋅ Aleksandr Korotin
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3702
Inlier-Centric Post-Training Quantization for Object Detection Models
In Poster Session 2 Pavilion 4
Minsu Kim ⋅ Dongyeun Lee ⋅ Jaemyung Yu ⋅ jiwan hur ⋅ Giseop Kim ⋅ Junmo Kim
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1003
GenCape: Structure-Inductive Generative Modeling for Category-Agnostic Pose Estimation
In Poster Session 2 Pavilion 3
Jiyong Rao ⋅ Yu Wang ⋅ Shengjie Zhao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#605
Discrete Variational Autoencoding via Policy Search
In Poster Session 2 Pavilion 3
Michael Drolet ⋅ Firas Al-Hafez ⋅ Aditya Bhatt ⋅ Jan Peters ⋅ Oleg Arenz
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3701
SelvaBox: A high‑resolution dataset for tropical tree crown detection
In Poster Session 2 Pavilion 4
Hugo Baudchon · Arthur Ouaknine · Martin Weiss · Mélisande Teng · Thomas Walla · Antoine Caron-Guay · Christopher Pal · Etienne Laliberté
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3801
PointRePar : SpatioTemporal Point Relation Parsing for Robust Category-Unified 3D Tracking
In Poster Session 2 Pavilion 4
Juntao Liu ⋅ Zikun Zhou ⋅ Zhuotao Tian ⋅ Guangming Lu ⋅ Jun Yu ⋅ Wenjie Pei
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#604
GLASS Flows: Efficient Inference for Reward Alignment of Flow and Diffusion Models
In Poster Session 2 Pavilion 3
Peter Holderrieth · Uriel Singer · Tommi Jaakkola · Ricky T. Q. Chen · Yaron Lipman · Brian Karrer
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#603
Steering MoE LLMs via Expert (De)Activation
In Poster Session 2 Pavilion 3
Mohsen Fayyaz ⋅ Seyed MohammadAli Modarressi ⋅ Hanieh Deilamsalehy ⋅ Franck Dernoncourt ⋅ Ryan Rossi ⋅ Trung Bui ⋅ Hinrich Schuetze ⋅ Nanyun (Violet) Peng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3802
Taming Score-Based Denoisers in ADMM: A Convergent Plug-and-Play Framework
In Poster Session 2 Pavilion 4
Rajesh Shrestha ⋅ Xiao Fu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3803
FideDiff: Efficient Diffusion Model for High-Fidelity Image Motion Deblurring
In Poster Session 2 Pavilion 4
Xiaoyang Liu · Zhengyan Zhou · Zihang Xu · Jiezhang Cao · Zheng Chen · Yulun Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#602
SwiReasoning: Switch-Thinking in Latent and Explicit for Pareto-Superior Reasoning LLMs
In Poster Session 2 Pavilion 3
Dachuan Shi · Abedelkadir Asi · Keying Li · Xiangchi Yuan · Leyan Pan · Wenke Lee · Wen Xiao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3804
Splat and Distill: Augmenting Teachers with Feed-Forward 3D Reconstruction For 3D-Aware Distillation
In Poster Session 2 Pavilion 4
David Shavin ⋅ Sagie Benaim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#601
Generating Directed Graphs with Dual Attention and Asymmetric Encoding
In Poster Session 2 Pavilion 3
Alba Carballo Castro ⋅ Manuel Madeira ⋅ Yiming Qin ⋅ Dorina Thanou ⋅ Pascal Frossard
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#701
Bi-Lipschitz Autoencoder With Injectivity Guarantee
In Poster Session 2 Pavilion 3
Qipeng Zhan ⋅ Zhuoping Zhou ⋅ Zexuan Wang ⋅ Qi Long ⋅ Li Shen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3805
Unsupervised Representation Learning for 3D Mesh Parameterization with Semantic and Visibility Objectives
In Poster Session 2 Pavilion 4
Amirhossein Zamani ⋅ Bruno Roy ⋅ Arianna Rampini
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1314
AlignFlow: Improving Flow-based Generative Models with Semi-Discrete Optimal Transport
In Poster Session 2 Pavilion 3
Lingkai Kong · Molei Tao · Yang Liu · Bryan Wang · Jinmiao Fu · Chien-Chih Wang · Huidong Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#702
Consistent Text-to-Image Generation via Scene De-Contextualization
In Poster Session 2 Pavilion 3
Song Tang ⋅ Peihao Gong ⋅ Kunyu LI ⋅ Kai Guo ⋅ Boyu Wang ⋅ Mao Ye ⋅ Jianwei Dr. Zhang ⋅ Xiatian Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3806
MOAI: Module-Optimizing Architecture for Non-Interactive Secure Transformer Inference
In Poster Session 2 Pavilion 4
Linru Zhang · Xiangning Wang · Jun Jie Sim · Zhicong Huang · Jiahao Zhong · HUAXIONG WANG · Pu Duan · Kwok Yan Lam
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3807
Membership Inference Attacks Against Fine-tuned Diffusion Language Models
In Poster Session 2 Pavilion 4
Yuetian Chen ⋅ Kaiyuan Zhang ⋅ Yuntao Du ⋅ Edoardo Stoppa ⋅ Charles Fleming ⋅ Ashish Kundu ⋅ Bruno Ribeiro ⋅ Ninghui Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#703
Ultra-Fast Language Generation via Discrete Diffusion Divergence Instruct
In Poster Session 2 Pavilion 3
Haoyang Zheng · Xinyang Liu · Xiangrui Kong · Nan Jiang · Zheyuan Hu · Weijian Luo · Wei Deng · Guang Lin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#704
Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning
In Poster Session 2 Pavilion 3
Yifei Chen · Guanting Dong · Zhicheng Dou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3808
Searching for Privacy Risks in LLM Agents via Simulation
In Poster Session 2 Pavilion 4
Yanzhe Zhang · Diyi Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#705
Learn to Guide Your Diffusion Model
In Poster Session 2 Pavilion 3
Alexandre Galashov · Ashwini Pokle · Arnaud Doucet · Arthur Gretton · Mauricio Delbracio · Valentin De Bortoli
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3809
Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models
In Poster Session 2 Pavilion 4
Bartłomiej Marek · Lorenzo Rossi · Vincent Hanke · Xun Wang · Michael Backes · Franziska Boenisch · Adam Dziedzic
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3810
SMOTE and Mirrors: Exposing Privacy Leakage from Synthetic Minority Oversampling
In Poster Session 2 Pavilion 4
Georgi Ganev ⋅ MohammadReza Nazari ⋅ Rees Davison ⋅ Amirhassan Dizche ⋅ XINMIN WU ⋅ Ralph Abbey ⋅ Jorge Silva ⋅ Emiliano De Cristofaro
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#706
DriftLite: Lightweight Drift Control for Inference-Time Scaling of Diffusion Models
In Poster Session 2 Pavilion 3
Yinuo Ren ⋅ Wenhao Gao ⋅ Lexing Ying ⋅ Grant Rotskoff ⋅ Jiequn Han
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1411
Toward Faithful Retrieval-Augmented Generation with Sparse Autoencoders
In Poster Session 2 Pavilion 3
Guangzhi Xiong ⋅ Zhenghao He ⋅ Bohan Liu ⋅ Sanchit Sinha ⋅ Aidong Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3811
On Optimal Hyperparameters for Differentially Private Deep Transfer Learning
In Poster Session 2 Pavilion 4
Aki Rehn ⋅ Linzh Zhao ⋅ Mikko Heikkilä ⋅ Antti Honkela
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#707
Neon: Negative Extrapolation From Self-Training Improves Image Generation
In Poster Session 2 Pavilion 3
sina alemohammad · Zhangyang Wang · Richard Baraniuk
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#708
On the Design of One-step Diffusion via Shortcutting Flow Paths
In Poster Session 2 Pavilion 3
Haitao Lin · Peiyan Hu · Minsi Ren · Zhifeng Gao · Zhi-Ming Ma · Guolin Ke · Tailin Wu · Stan Z Li
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1117
DeRaDiff: Denoising Time Realignment of Diffusion Models
In Poster Session 2 Pavilion 3
Ratnavibusena Don Shahain Manujith ⋅ Teoh Tzun ⋅ Kenji Kawaguchi ⋅ Yang Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3812
Towards Privacy-Guaranteed Label Unlearning in Vertical Federated Learning: Few-Shot Forgetting Without Disclosure
In Poster Session 2 Pavilion 4
Hanlin Gu · Hong Xi Tae · Lixin Fan · Chee Seng Chan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3813
Prediction with Expert Advice under Local Differential Privacy
In Poster Session 2 Pavilion 4
Ben Jacobsen · Kassem Fawaz
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#709
ActivationReasoning: Logical Reasoning in Latent Activation Spaces
In Poster Session 2 Pavilion 3
Lukas Helff ⋅ Ruben Härle ⋅ Wolfgang Stammer ⋅ Felix Friedrich ⋅ Manuel Brack ⋅ Antonia Wüst ⋅ Hikaru Shindo ⋅ Patrick Schramowski ⋅ Kristian Kersting
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#710
Bottlenecked Transformers: Periodic KV Cache Consolidation for Generalised Reasoning
In Poster Session 2 Pavilion 3
Adnan Oomerjee ⋅ Zafeirios Fountas ⋅ Haitham Bou Ammar ⋅ Jun Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3814
PE-SGD: Differentially Private Deep Learning via Evolution of Gradient Subspace for Text
In Poster Session 2 Pavilion 4
TIANYUAN ZOU · Zinan Lin · Sivakanth Gopi · Yang Liu · Ya-Qin Zhang · Robert Sim · Xin Deng · Sergey Yekhanin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#711
When LLMs get significantly worse: A statistical approach to detect model degradations
In Poster Session 2 Pavilion 3
Jonas Kübler ⋅ Kailash Budhathoki ⋅ Matthäus Kleindessner ⋅ Xiong Zhou ⋅ Junming Yin ⋅ Ashish Khetan ⋅ George Karypis
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3815
Gaussian certified unlearning in high dimensions: A hypothesis testing approach
In Poster Session 2 Pavilion 4
Aaradhya Pandey ⋅ Arnab Auddy ⋅ Haolin Zou ⋅ Arian Maleki ⋅ Sanjeev Kulkarni
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3816
Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weighting
In Poster Session 2 Pavilion 4
Shai Feldman ⋅ Stephen Bates ⋅ Yaniv Romano
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#712
Aligning Visual Foundation Encoders to Tokenizers for Diffusion Models
In Poster Session 2 Pavilion 3
Bowei Chen · Sai Bi · Hao Tan · HE Zhang · Tianyuan Zhang · Zhengqi Li · Yuanjun Xiong · Jianming Zhang · Kai Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#713
AlphaFlow: Understanding and Improving MeanFlow Models
In Poster Session 2 Pavilion 3
Huijie Zhang · Aliaksandr Siarohin · Willi Menapace · Michael Vasilkovsky · Sergey Tulyakov · Qing Qu · Ivan Skorokhodov
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3817
Watch your steps: Dormant Adversarial Behaviors that Activate upon LLM Finetuning
In Poster Session 2 Pavilion 4
Thibaud Gloaguen · Mark Vero · Robin Staab · Martin Vechev
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#714
Noise-Adaptive Diffusion Sampling for Inverse Problems Without Task-Specific Tuning
In Poster Session 2 Pavilion 3
Yingzhi Xia ⋅ Setthakorn Tanomkiattikun ⋅ Liangli Zhen ⋅ ZAIWANG GU
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3818
In Agents We Trust, but Who Do Agents Trust? Latent Source Preferences Steer LLM Generations
In Poster Session 2 Pavilion 4
Mohammad Aflah Khan ⋅ Mahsa Amani ⋅ Soumi Das ⋅ Bishwamittra Ghosh ⋅ Qinyuan Wu ⋅ Krishna Gummadi ⋅ Manish Gupta ⋅ Abhilasha Ravichander
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3918
Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding
In Poster Session 2 Pavilion 4
Lin Long · Changdae Oh · Seongheon Park · Yixuan Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#715
Explainable Token-level Noise Filtering for LLM Fine-tuning Datasets
In Poster Session 2 Pavilion 3
Yuchen Yang ⋅ Wenze Lin ⋅ Enhao Huang ⋅ Zhixuan Chu ⋅ Hongbin zhou ⋅ Lan Tao ⋅ Yiming Li ⋅ Zhan Qin ⋅ Kui Ren
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#716
LLM-as-a-Prophet: Understanding Predictive Intelligence with Prophet Arena
In Poster Session 2 Pavilion 3
Qingchuan Yang ⋅ Simon Mahns ⋅ Sida Li ⋅ Anri Gu ⋅ Jibang Wu ⋅ Haifeng Xu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3917
Trust The Typical
In Poster Session 2 Pavilion 4
Debargha Ganguly · Sreehari Sankar · Biyao Zhang · Vikash Singh · Kanan Gupta · Harshini Kavuru · Alan Luo · Weicong Chen · Warren Morningstar · Raghu Machiraju · Vipin Chaudhary
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3916
ExpGuard: LLM Content Moderation in Specialized Domains
In Poster Session 2 Pavilion 4
Minseok Choi · Dongjin Kim · Seungbin Yang · Subin Kim · Youngjun Kwak · Juyoung Oh · Jaegul Choo · Jungmin Son
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#717
Beyond Masks: Efficient, Flexible Diffusion Language Models via Deletion-Insertion Processes
In Poster Session 2 Pavilion 3
Fangyu Ding · Ding Ding · Sijin Chen · Kaibo Wang · Peng Xu · Zijin Feng · Haoli Bai · Kai Han · Youliang Yan · Binhang Yuan · Jiacheng Sun
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3915
Fairness via Independence: A General Regularization Framework for Machine Learning
In Poster Session 2 Pavilion 4
Yezi Liu · Hanning Chen · Wenjun Huang · Yang Ni · Mohsen Imani
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#718
LS-Merge: Merging Language Models in Latent Space
In Poster Session 2 Pavilion 3
Bedionita Soro · Aoxuan Zhang · Bruno Andreis · Jaehyeong Jo · Song Chong · Sung Ju Hwang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3914
Attention Smoothing Is All You Need For Unlearning
In Poster Session 2 Pavilion 4
Saleh Zare Zade ⋅ Xiangyu Zhou ⋅ Sijia Liu ⋅ Dongxiao Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#719
Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers
In Poster Session 2 Pavilion 3
Shikang Zheng · Guantao Chen · Qinming Zhou · Yuqi Lin · Lixuan He · Chang Zou · Peiliang Cai · Jiacheng Liu · Linfeng Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#720
InfBaGel: Human-Object-Scene Interaction Generation with Dynamic Perception and Iterative Refinement
In Poster Session 2 Pavilion 3
Yude Zou · Junji Gong · Xing Gao · Zixuan Li · Tianxing Chen · Guanjie Zheng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3912
LLM Unlearning with LLM Beliefs
In Poster Session 2 Pavilion 4
Kemou Li · Qizhou Wang · Yue Wang · Fengpeng Li · Jun Liu · Bo Han · Jiantao Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#721
SCOPED: Score–Curvature Out-of-distribution Proximity Evaluator for Diffusion
In Poster Session 2 Pavilion 3
Brett Barkley · Preston Culbertson · David Fridovich-Keil
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#722
Scaling Laws for Diffusion Transformers
In Poster Session 2 Pavilion 3
Zhengyang Liang · Hao He · Ceyuan Yang · Bo DAI
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3911
Truthful or Fabricated? Using Causal Attribution to Mitigate Reward Hacking in Explanations
In Poster Session 2 Pavilion 4
Pedro Ferreira ⋅ Wilker Aziz ⋅ Ivan Titov
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#723
Principled RL for Diffusion LLMs Emerges from a Sequence-Level Perspective
In Poster Session 2 Pavilion 3
Jingyang Ou · Jiaqi Han · Minkai Xu · Shaoxuan Xu · Jianwen Xie · Stefano Ermon · Yi Wu · Chongxuan Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3910
PropensityBench: Evaluating Latent Safety Risks in Large Language Models via an Agentic Approach
In Poster Session 2 Pavilion 4
Udari Sehwag · Shayan Shabihi · Alex McAvoy · Vikash Sehwag · Yuancheng Xu · Dalton towers · Furong Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3909
Annotation-Efficient Honesty Alignment via Confidence Elicitation and Calibration
In Poster Session 2 Pavilion 4
Shiyu Ni · Keping Bi · Jiafeng Guo · Minghao Tang · Jingtong wu · Zengxin Han · Xueqi Cheng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#724
GAS: Improving Discretization of Diffusion ODEs via Generalized Adversarial Solver
In Poster Session 2 Pavilion 3
Aleksandr Oganov ⋅ Ilya Bykov ⋅ Eva Neudachina ⋅ Mishan Aliev ⋅ Alexander Tolmachev ⋅ Alexander Sidorov ⋅ Zuev Aleksandr ⋅ Andrei Okhotin ⋅ Denis Rakitin ⋅ Aibek Alanov
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#725
Texture Vector-Quantization and Reconstruction Aware Prediction for Generative Super-Resolution
In Poster Session 2 Pavilion 3
Qifan Li · Jiale Zou · Jinhua Zhang · Wei Long · Xingyu Zhou · Shuhang Gu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3908
Decoupling the Class Label and the Target Concept in Machine Unlearning
In Poster Session 2 Pavilion 4
Jianing ZHU · Bo Han · Jiangchao Yao · Jianliang Xu · Gang Niu · Masashi Sugiyama
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3907
DUET: Distilled LLM Unlearning from an Efficiently Contextualized Teacher
In Poster Session 2 Pavilion 4
Yisheng Zhong ⋅ Zhengbang Yang ⋅ Zhuangdi Zhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#726
GneissWeb: Preparing High Quality Data for LLMs at Scale
In Poster Session 2 Pavilion 3
Hajar Emami Gohari · Swanand Kadhe · Yousaf Shah · Constantin Adam · Abdulhamid Adebayo · Praneet Adusumilli · Farhan Ahmed · Nathalie Baracaldo · Santosh Borse · Yuan-Chi Chang · Xuan-Hong Dang · Nirmit Desai · Revital Eres · Ran Iwamoto · Alexei Karve · Yan Koyfman · Wei-Han Lee · Changchang Liu · Boris Lublinsky · Takuya Ohko · Pablo Pesce · Maroun Touma · Shiqiang Wang · Shalisha Witherspooon · Herbert Woisetschläger · David Wood · Kun-Lung Wu · Issei Yoshida · Syed Zawad · Petros Zerfos · Yi Zhou · Bishwaranjan Bhattacharjee
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#826
Actions Speak Louder than Prompts: A Large-Scale Study of LLMs for Graph Inference
In Poster Session 2 Pavilion 3
Ben Finkelshtein · Silviu Cucerzan · Sujay Kumar Jauhar · Ryen White
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3906
Enhancing Hallucination Detection through Noise Injection
In Poster Session 2 Pavilion 4
Litian Liu ⋅ Reza Pourreza ⋅ Sunny Panchal ⋅ Apratim Bhattacharyya ⋅ Yubing Jian ⋅ Yao Qin ⋅ Roland Memisevic
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3905
Fairness-Aware Multi-view Evidential Learning with Adaptive Prior
In Poster Session 2 Pavilion 4
Haishun Chen · Cai Xu · Jinlong Yu · Yilin Zhang · Ziyu Guan · Wei Zhao · Fangyuan Zhao · Xin Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#825
ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding
In Poster Session 2 Pavilion 3
Jia-Nan Li · Jian Guan · Wei Wu · Chongxuan Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#824
Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning
In Poster Session 2 Pavilion 3
Shubham Parashar ⋅ Shurui Gui ⋅ Xiner Li ⋅ Hongyi Ling ⋅ Sushil Vemuri ⋅ Blake Olson ⋅ Eric Li ⋅ Yu Zhang ⋅ James Caverlee ⋅ Dileep Kalathil ⋅ Shuiwang Ji
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3904
Breaking and Fixing Defenses Against Control Flow Hijacking in Multi-Agent Systems
In Poster Session 2 Pavilion 4
Rishi Jha · Harold Triedman · Justin Wagle · Vitaly Shmatikov
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3903
Test-Time Poisoned Sample Detection by Exploiting Shallow Malicious Matching in Backdoored CLIP
In Poster Session 2 Pavilion 4
Zhengyao Song · Meixi Zheng · Ke Xu · Yongqiang Li · Baoyuan Wu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#823
ConfHit: Conformal Generative Design with Oracle-Free Guarantees
In Poster Session 2 Pavilion 3
Siddhartha Laghuvarapu · Ying Jin · Jimeng Sun
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3902
On the Impossibility of Separating Intelligence from Judgment: The Computational Intractability of Filtering for AI Alignment
In Poster Session 2 Pavilion 4
Sarah Ball · Greg Gluch · Shafi Goldwasser · Frauke Kreuter · Omer Reingold · Guy Rothblum
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#822
Discern Truth from Falsehood: Reducing Over-Refusal via Contrastive Refinement
In Poster Session 2 Pavilion 3
Yuxiao Lu · Lin Xu · yang sun · Wenjun Li · Jie Shi
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#821
Towards Sequence Modeling Alignment between Tokenizer and Autoregressive Model
In Poster Session 2 Pavilion 3
Pingyu Wu · Kai Zhu · Yu Liu · Longxiang Tang · Jian Yang · Yansong Peng · Wei Zhai · Yang Cao · Zheng-Jun Zha
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3901
Unlearning Evaluation through Subset Statistical Independence
In Poster Session 2 Pavilion 4
Chenhao Zhang · Muxing Li · Feng Liu · Weitong Chen · Miao Xu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4001
Invisible Safety Threat: Malicious Finetuning for LLM via Steganography
In Poster Session 2 Pavilion 4
Guangnian Wan · Xinyin Ma · Gongfan Fang · Xinchao Wang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#820
Edit-Based Flow Matching for Temporal Point Processes
In Poster Session 2 Pavilion 3
David Lüdke · Marten Lienen · Marcel Kollovieh · Stephan Günnemann
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#819
Fine-Tuning Diffusion Models via Intermediate Distribution Shaping
In Poster Session 2 Pavilion 3
Gautham Anil ⋅ Shaan Ul Haque ⋅ Nithish Kannen ⋅ Dheeraj Nagaraj ⋅ Sanjay Shakkottai ⋅ Karthikeyan Shanmugam
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4002
AEGIS: Adversarial Target-Guided Retention-Data-Free Robust Concept Erasure from Diffusion Models
In Poster Session 2 Pavilion 4
Fengpeng Li · Kemou Li · Qizhou Wang · Bo Han · Jiantao Zhou
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#818
DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies
In Poster Session 2 Pavilion 3
Wei Song ⋅ Yuran Wang ⋅ Zijia Song ⋅ Yadong Li ⋅ Zenan Zhou ⋅ Long Chen ⋅ Xu Jhua ⋅ Jiaqi Wang ⋅ Kaicheng Yu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4003
Every Language Model Has a Forgery-Resistant Signature
In Poster Session 2 Pavilion 4
Matthew Finlayson · Xiang Ren · Swabha Swayamdipta
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4004
LLM Fingerprinting via Semantically Conditioned Watermarks
In Poster Session 2 Pavilion 4
Thibaud Gloaguen · Robin Staab · Nikola Jovanović · Martin Vechev
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#817
TrajFlow: Nation-wide Pseudo GPS Trajectory Generation with Flow Matching Models
In Poster Session 2 Pavilion 3
Peiran Li · Jiawei Wang · Haoran Zhang · Xiaodan Shi · Noboru Koshizuka · Chihiro Shimizu · Renhe Jiang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#816
Reforming the Mechanism: Editing Reasoning Patterns in LLMs with Circuit Reshaping
In Poster Session 2 Pavilion 3
Zhenyu Lei · Qiong Wu · JIANXIONG DONG · Yinhan He · Emily Dodwell · Yushun Dong · Jundong Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4005
Narrow Finetuning Leaves Clearly Readable Traces in Activation Differences
In Poster Session 2 Pavilion 4
Julian Minder · Clément Dumas · Stewart Slocum · Helena Casademunt · Cameron Holmes · Robert West · Neel Nanda
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#815
Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty
In Poster Session 2 Pavilion 3
Mehul Damani · Isha Puri · Stewart Slocum · Idan Shenfeld · Leshem Choshen · Yoon Kim · Jacob Andreas
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#814
Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs)
In Poster Session 2 Pavilion 3
Nikita Kornilov · David Li · Tikhon Mavrin · Aleksei Leonov · Nikita Gushchin · Evgeny Burnaev · Iaroslav Koshelev · Aleksandr Korotin
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4007
Obfuscated Activations Bypass LLM Latent-Space Defenses
In Poster Session 2 Pavilion 4
Luke Bailey · Alex Serrano · Abhay Sheshadri · Mikhail Seleznyov · Jordan Taylor · Erik Jenner · Jacob Hilton · Stephen Casper · Carlos Guestrin · Scott Emmons
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4008
Unpacking Human Preference for LLMs: Demographically Aware Evaluation with the HUMAINE Framework
In Poster Session 2 Pavilion 4
Nora Petrova · Andrew Gordon · Enzo Blindow
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#813
JointDiff: Bridging Continuous and Discrete in Multi-Agent Trajectory Generation
In Poster Session 2 Pavilion 3
Guillem Capellera · Luis Ferraz · Antonio Romano · Alexandre Alahi · Antonio Agudo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4009
Attribution-Guided Decoding
In Poster Session 2 Pavilion 4
Piotr Komorowski · Elena Golimblevskaia · Reduan Achtibat · Thomas Wiegand · Sebastian Lapuschkin · Wojciech Samek
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#812
Flow Matching with Semidiscrete Couplings
In Poster Session 2 Pavilion 3
Alireza Mousavi-Hosseini · Stephen Zhang · Michal Klein · marco cuturi
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#811
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster
In Poster Session 2 Pavilion 3
Grigory Bartosh ⋅ Teodora Pandeva ⋅ Sushrut Karmalkar ⋅ Javier Zazo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4010
Certified Evaluation of Model-Level Explanations for Graph Neural Networks
In Poster Session 2 Pavilion 4
Sayan Saha ⋅ Sanghamitra Bandyopadhyay
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#810
When Scores Learn Geometry: Rate Separations under the Manifold Hypothesis
In Poster Session 2 Pavilion 3
Xiang Li ⋅ Zebang Shen ⋅ Ya-Ping Hsieh ⋅ Niao He
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4011
Learning Concept Bottleneck Models from Mechanistic Explanations
In Poster Session 2 Pavilion 4
Antonio De Santis · Schrasing Tong · Marco Brambilla · Lalana Kagal
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#809
HoloPart: Generative 3D Part Amodal Segmentation
In Poster Session 2 Pavilion 3
Yunhan Yang · Yuanchen Guo · Yukun Huang · Zi-Xin Zou · Zhipeng Yu · Yangguang Li · Yanpei Cao · Xihui Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4012
Counterfactual LLM-based Framework for Measuring Rhetorical Style
In Poster Session 2 Pavilion 4
Jingyi Qiu · Hong Chen · Zongyi Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#808
Projected Coupled Diffusion for Test-Time Constrained Joint Generation
In Poster Session 2 Pavilion 3
Hao Luan ⋅ Yi Xian Goh ⋅ See-Kiong Ng ⋅ Chun Kai Ling
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4013
Hidden Breakthroughs in Language Model Training
In Poster Session 2 Pavilion 4
Sara Kangaslahti ⋅ Elan Rosenfeld ⋅ Naomi Saphra
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4014
Thought Branches: Interpreting LLM Reasoning Requires Resampling
In Poster Session 2 Pavilion 4
Uzay Macar ⋅ Paul Bogdan ⋅ Senthooran Rajamanoharan ⋅ Neel Nanda
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#807
AdaBlock-dLLM: Semantic-Aware Diffusion LLM Inference via Adaptive Block Size
In Poster Session 2 Pavilion 3
Guanxi Lu · Hao Chen · Yuto Karashima · Zhican Wang · Daichi Fujiki · Hongxiang Fan
[ Slides]  [ Poster]  [ OpenReview] 
Blog Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#806
Tracing the Principles Behind Modern Diffusion Models
In Poster Session 2 Pavilion 3
Chieh-Hsin Lai ⋅ Yang Song ⋅ Dongjun Kim ⋅ Yuki Mitsufuji ⋅ Stefano Ermon
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4015
Self-Jailbreaking: Language Models Can Reason Themselves Out of Safety Alignment After Benign Reasoning Training
In Poster Session 2 Pavilion 4
Zheng Xin Yong · Stephen Bach
[ Poster]  [ OpenReview] 
Blog Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#805
Diffusion as Infinite HVAEs: Do Diffusion Models Generalize Better than Deep VAEs?
In Poster Session 2 Pavilion 3
François Bertholom ⋅ Khalid Oublal
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4016
Knowledge Externalization: Reversible Unlearning and Modular Retrieval in Multimodal Large Language Models
In Poster Session 2 Pavilion 4
Jiaqi Li · Zihan You · Ruoyan Shen · Shenyu Zhang · Songlin Zhai · Yongrui Chen · Chuanyi Zhang · Jiahui Geng · Fakhri Karray · Sheng Bi · Guilin Qi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4017
CodeGenGuard: A Watermark for Code Generation Models
In Poster Session 2 Pavilion 4
Borui Yang ⋅ Mingxuan Ma ⋅ Liyao Xiang ⋅ Nan Chen ⋅ Xin Zhang ⋅ Linghe Kong ⋅ Xinghao Jiang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#804
OwlEye: Zero-Shot Learner for Cross-Domain Graph Data Anomaly Detection
In Poster Session 2 Pavilion 3
Lecheng Zheng · Dongqi Fu · Zihao Li · Jingrui He
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#803
Low-Rank Few-Shot Node Classification by Node-Level Graph Diffusion
In Poster Session 2 Pavilion 3
Yancheng Wang ⋅ Chengshuai Zhao ⋅ Dongfang Sun ⋅ huan liu ⋅ Yingzhen Yang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4018
VeriTrail: Closed-Domain Hallucination Detection with Traceability
In Poster Session 2 Pavilion 4
Dasha Metropolitansky ⋅ Jonathan Larson
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#802
Directional Sheaf Hypergraph Networks: Unifying Learning on Directed and Undirected Hypergraphs
In Poster Session 2 Pavilion 3
Emanuele Mule ⋅ Stefano Fiorini ⋅ Antonio Purificato ⋅ Federico Siciliano ⋅ Stefano Coniglio ⋅ Fabrizio Silvestri
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4118
TreeGrad-Ranker: Feature Ranking via $O(L)$-Time Gradients for Decision Trees
In Poster Session 2 Pavilion 4
Weida Li ⋅ Haoye Lu ⋅ Bryan Kian Hsiang Low
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4117
SAE as a Crystal Ball: Interpretable Features Predict Cross-domain Transferability of LLMs without Training
In Poster Session 2 Pavilion 4
Qi Zhang · Yifei Wang · Xiaohan Wang · Jiajun Chai · Guojun Yin · Wei Lin · Yisen Wang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#801
Modality-free Graph In-context Alignment
In Poster Session 2 Pavilion 3
Wei Zhuo · Siqiang Luo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4116
Latent Planning Emerges with Scale
In Poster Session 2 Pavilion 4
Michael Hanna · Emmanuel Ameisen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#901
WATS: Wavelet-Aware Temperature Scaling for Reliable Graph Neural Networks
In Poster Session 2 Pavilion 3
Xiaoyang li · Linwei Tao · Haohui Lu · Minjing Dong · Junbin Gao · Chang Xu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4115
Verifying Chain-of-Thought Reasoning via Its Computational Graph
In Poster Session 2 Pavilion 4
Zheng Zhao ⋅ Yeskendir Koishekenov ⋅ Xianjun Yang ⋅ Naila Murray ⋅ Nicola Cancedda
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#902
HYPER: A Foundation Model for Inductive Link Prediction with Knowledge Hypergraphs
In Poster Session 2 Pavilion 3
Xingyue Huang · Mikhail Galkin · Michael Bronstein · Ismail I Ceylan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#903
On Universality of Deep Equivariant Networks
In Poster Session 2 Pavilion 3
Marco Pacini · Mircea Petrache · Bruno Lepri · Shubhendu Trivedi · Robin Walters
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4114
RedacBench: Can AI Erase Your Secrets?
In Poster Session 2 Pavilion 4
Hyunjun Jeon ⋅ Kyuyoung Kim ⋅ Jinwoo Shin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4113
Adaptive Attacks on Trusted Monitors Subvert AI Control Protocols
In Poster Session 2 Pavilion 4
Mikhail Terekhov ⋅ Alexander Panfilov ⋅ Daniil Dzenhaliou ⋅ Caglar Gulcehre ⋅ Maksym Andriushchenko ⋅ Ameya Prabhu ⋅ Jonas Geiping
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#904
One for Two: A Unified Framework for Imbalanced Graph Classification via Dynamic Balanced Prototype
In Poster Session 2 Pavilion 3
Guanjun Wang · Binwu Wang · Jiaming Ma · Zhengyang Zhou · Pengkun Wang · Xu Wang · Yang Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4112
The Achilles’ Heel of LLMs: How Altering a Handful of Neurons Can Cripple Language Abilities
In Poster Session 2 Pavilion 4
Zixuan Qin ⋅ Qingchen Yu ⋅ Kunlin Lyu ⋅ Zhaoxin Fan ⋅ Yifan Sun
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#905
Revisting Node Affinity Prediction In Temporal Graphs
In Poster Session 2 Pavilion 3
Or Feldman ⋅ Krishna Sri Ipsit Mantri ⋅ Moshe Eliasof ⋅ Chaim Baskin
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#906
Beyond Simple Graphs: Neural Multi-Objective Routing on Multigraphs
In Poster Session 2 Pavilion 3
Filip Rydin ⋅ Attila Lischka ⋅ Jiaming Wu ⋅ Morteza Haghir Chehreghani ⋅ Balazs Kulcsar
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4111
From ``Sure" to ``Sorry": Detecting Jailbreak in Large Vision Language Model via JailNeurons
In Poster Session 2 Pavilion 4
Yuyou Gan · Qingming Li · Junhao Li · Zhi Chen · Jinbao Li · Xiaoming Li · Shouling Ji
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#907
On the Interaction of Compressibility and Adversarial Robustness
In Poster Session 2 Pavilion 3
Melih Barsbey · Antônio Ribeiro · Umut Simsekli · Tolga Birdal
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4110
Swap-guided Preference Learning for Personalized Reinforcement Learning from Human Feedback
In Poster Session 2 Pavilion 4
Gihoon Kim ⋅ Euntai Kim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4109
HLD: Approximate Hierarchical Linguistic Distribution Modeling for LLM-Generated Text Detection
In Poster Session 2 Pavilion 4
Rui Guo · Weibin Zeng · Fuzhang Wu · Yan Kong · sicheng shen · Yanjun WU · Weiming Dong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4108
Automatic Dialectic Jailbreak: A Framework for Generating Effective Jailbreak Strategies
In Poster Session 2 Pavilion 4
Jianghai Yu ⋅ Yang Zhou ⋅ Zihan Zhou ⋅ Lingjuan Lyu ⋅ Da Yan ⋅ Ruoming Jin ⋅ Dejing Dou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#909
When Flatness Does (Not) Guarantee Adversarial Robustness
In Poster Session 2 Pavilion 3
Nils Philipp Walter · Linara Adilova · Jilles Vreeken · Michael Kamp
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#910
On the Lipschitz Continuity of Set Aggregation Functions and Neural Networks for Sets
In Poster Session 2 Pavilion 3
Giannis Nikolentzos ⋅ Konstantinos Skianis
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4106
Beyond Match Maximization and Fairness: Retention-Optimized Two-Sided Matching
In Poster Session 2 Pavilion 4
Ren Kishimoto · Rikiya Takehi · Koichi Tanaka · Yoji Tomita · Masahiro Nomura · Riku Togashi · Yuta Saito
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#911
Mitigating Mismatch within Reference-based Preference Optimization
In Poster Session 2 Pavilion 3
Suqin Yuan · Xingrui Yu · Jiyang Zheng · Lei Feng · Dadong Wang · Ivor Tsang · Tongliang Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#912
ICYM$^2$I: The illusion of multimodal informativeness under missingness
In Poster Session 2 Pavilion 3
Young Sang Choi · Vincent Jeanselme · Pierre Elias · Shalmali Joshi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4105
STAR: Strategy-driven Automatic Jailbreak Red-teaming For Large Language Model
In Poster Session 2 Pavilion 4
Jianing Liu · Qingming Li · Jiahao Chen · Rui Zeng · Binbin Zhao · Shouling Ji
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#917
MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP Servers
In Poster Session 2 Pavilion 3
Xuanjun Zong ⋅ Zhiqi Shen ⋅ Lei Wang ⋅ Yunshi Lan ⋅ yang chao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#913
Enhancing Learning with Noisy Labels via Rockafellian Relaxation
In Poster Session 2 Pavilion 3
Louis Chen ⋅ Bobbie Chern ⋅ Eric Eckstrand ⋅ Amogh Mahapatra ⋅ Johannes Royset
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4104
Time Is All It Takes: Spike-Retiming Attacks on Event-Driven Spiking Neural Networks
In Poster Session 2 Pavilion 4
Yi Yu · Qixin ZHANG · Shuhan YE · Xun Lin · Qianshan Wei · Kun Wang · Wenhan Yang · Dacheng Tao · Jiang Xudong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5304
How to Cure Newton for Unlearning Neural Networks? An Empirical Study from the Hessian Perspective
In Poster Session 2 Pavilion 4
Nhung Bui ⋅ Xinyang Lu ⋅ Rachael Hwee Ling Sim ⋅ See-Kiong Ng ⋅ Bryan Kian Hsiang Low
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4103
Fair Graph Machine Learning under Adversarial Missingness Processes
In Poster Session 2 Pavilion 4
Debolina Halder Lina ⋅ Arlei Silva
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#915
DAG-Math: Graph-of-Thought Guided Mathematical Reasoning in LLMs
In Poster Session 2 Pavilion 3
Yuanhe Zhang ⋅ Ilja Kuzborskij ⋅ Jason Lee ⋅ Chenlei Leng ⋅ Fanghui Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4102
Dual-Space Smoothness for Robust and Balanced LLM Unlearning
In Poster Session 2 Pavilion 4
Han Yan · Zheyuan Liu · Meng Jiang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4101
Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning
In Poster Session 2 Pavilion 4
Yicheng Lang · Yihua Zhang · Chongyu Fan · Changsheng Wang · Jinghan Jia · Sijia Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#916
Probability Distributions Computed by Autoregressive Transformers
In Poster Session 2 Pavilion 3
Andy Yang · Anej Svete · Jiaoda Li · Anthony W. Lin · Jonathan Rawski · Ryan Cotterell · David Chiang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4201
Steering the Herd: A Framework for LLM-based Control of Social Learning
In Poster Session 2 Pavilion 4
Raghu Arghal · Kevin He · Shirin Saeedi Bidokhti · Saswati Sarkar
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4202
MoReBench: Evaluating Procedural and Pluralistic Moral Reasoning in Language Models, More than Outcomes
In Poster Session 2 Pavilion 4
Yu Ying Chiu ⋅ Michael Lee ⋅ Rachel Calcott ⋅ Brandon Handoko ⋅ Paul de Font-Reaulx ⋅ Paula Rodriguez ⋅ Chen Bo Calvin Zhang ⋅ Ziwen Han ⋅ Udari Sehwag ⋅ Yash Maurya ⋅ Christina Knight ⋅ Harry Lloyd ⋅ Florence Bacus ⋅ Mantas Mazeika ⋅ Bing Liu ⋅ Yejin Choi ⋅ Mitchell Gordon ⋅ Sydney Levine
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#918
Statistical Advantage of Softmax Attention: Insights from Single-Location Regression
In Poster Session 2 Pavilion 3
O Duranthon ⋅ Pierre Marion ⋅ Claire Boyer ⋅ Bruno Loureiro ⋅ Lenka Zdeborova
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#919
Fast Catch-Up, Late Switching: Optimal Batch Size Scheduling via Functional Scaling Laws
In Poster Session 2 Pavilion 3
Jinbo Wang · Binghui Li · Zhanpeng Zhou · Mingze Wang · yuxuan sun · Jiaqi Zhang · Xunliang Cai · Lei Wu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4203
BiasScope: Towards Automated Detection of Bias in LLM-as-a-Judge Evaluation
In Poster Session 2 Pavilion 4
Peng Lai · Zhihao Ou · Yong Wang · Longyue Wang · Jian Yang · Yun Chen · Guanhua Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#920
Pretrain–Test Task Alignment Governs Generalization in In-Context Learning
In Poster Session 2 Pavilion 3
Mary Letey · Jacob Zavatone-Veth · Yue Lu · Cengiz Pehlevan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4204
BiasFreeBench: a Benchmark for Mitigating Bias in Large Language Model Responses
In Poster Session 2 Pavilion 4
Xin Xu ⋅ Xunzhi He ⋅ Churan Zhi ⋅ Ruizhe Chen ⋅ Julian McAuley ⋅ Zexue He
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#921
AIRE-Prune: Asymptotic Impulse-Response Energy for State Pruning in State Space Models
In Poster Session 2 Pavilion 3
Apurba Prasad Padhy ⋅ Fernando Camacho ⋅ Saibal Mukhopadhyay
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4205
PRISON: Unmasking the Criminal Potential of Large Language Models
In Poster Session 2 Pavilion 4
Xinyi Wu · Geng Hong · Pei Chen · Yueyue Chen · Xudong Pan · Min Yang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4206
Is Your Paper Being Reviewed by an LLM? Benchmarking AI Text Detection in Peer Review
In Poster Session 2 Pavilion 4
Sungduk Yu · Man Luo · Avinash Madasu · Vasudev Lal · Phillip Howard
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#922
GenCtrl -- A Formal Controllability Toolkit for Generative Models
In Poster Session 2 Pavilion 3
Emily Cheng · Carmen Amo Alonso · Federico Danieli · Arno Blaas · Luca Zappella · Pau Rodriguez · Xavier Suau
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5301
Differentially Private Equilibrium Finding in Polymatrix Games
In Poster Session 2 Pavilion 4
Mingyang Liu ⋅ Gabriele Farina ⋅ Asuman Ozdaglar
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4207
Self-Destructive Language Models
In Poster Session 2 Pavilion 4
Yuhui Wang ⋅ Rongyi Zhu ⋅ Ting Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#923
Fast Escape, Slow Convergence: Learning Dynamics of Phase Retrieval under Power-Law Data
In Poster Session 2 Pavilion 3
Guillaume Braun · Bruno Loureiro · Minh Ha Quang · Masaaki Imaizumi
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#924
Enabling True Global Perception in State Space Models for Visual Tasks
In Poster Session 2 Pavilion 3
Jie Hui ⋅ Zhenxiang Zhang ⋅ Wenyu Mi ⋅ Jianji Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4208
LLMS ON TRIAL: Evaluating Judicial Fairness For Large Language Models
In Poster Session 2 Pavilion 4
Yiran HU · Zongyue Xue · Haitao Li · Siyuan Zheng · Qingjing Chen · Shaochun Wang · Xihan Zhang · Ning Zheng · Yun Liu · Qingyao Ai · Yiqun LIU · Charles L. A. Clarke · Weixing Shen
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#925
DNT: a Deeply Normalized Transformer that can be trained by Momentum SGD
In Poster Session 2 Pavilion 3
Xianbiao Qi · Marco Chen · Wenjie Xiao · Jiaquan Ye · Yelin He · Chun-Guang Li · Zhouchen Lin
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4209
Superficial Safety Alignment Hypothesis
In Poster Session 2 Pavilion 4
Jianwei Li ⋅ Jung-Eun Kim
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4210
Just Do It!? Computer-Use Agents Exhibit Blind Goal-Directedness
In Poster Session 2 Pavilion 4
Erfan Shayegani ⋅ Keegan Hines ⋅ Yue Dong ⋅ Nael Abu-Ghazaleh ⋅ Roman Lutz ⋅ Spencer Whitehead ⋅ Vidhisha Balachandran ⋅ Besmira Nushi ⋅ Vibhav Vineet
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#926
MathNet: A Global Multimodal Benchmark for Mathematical Reasoning and Retrieval
In Poster Session 2 Pavilion 3
Shaden Alshammari · Kevin Wen · Abrar Zainal · Mark Hamilton · Navid Safaei · Albarakati · William Freeman · Antonio Torralba
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1026
LSA: Layer-wise Sparsity Allocation for Large Language Model Pruning Based on Minimal Linear Reconstruction Error
In Poster Session 2 Pavilion 3
Zhiguo Yang · Changjian Deng · Qinke Chen · Zijing Zhou · Jian Cheng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4211
Seeing Through Deception: Uncovering Misleading Creator Intent in Multimodal News with Vision-Language Models
In Poster Session 2 Pavilion 4
Jiaying Wu ⋅ Fanxiao Li ⋅ Zihang Fu ⋅ Min-Yen Kan ⋅ Bryan Hooi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1025
ConvT3: Structured State Kernels for Convolutional State Space Models
In Poster Session 2 Pavilion 3
Jaeyoung Hong ⋅ YunYoung Choi ⋅ Joohwan Ko ⋅ Minseon Gwak
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4212
XIL: Cross-Expanding Incremental Learning
In Poster Session 2 Pavilion 4
Heayoun Choi ⋅ Hyundong Jin ⋅ Eunwoo Kim
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1024
MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use
In Poster Session 2 Pavilion 3
Zijian Wu · Xiangyan Liu · xinyuan zhang · Lingjun Chen · Fanqing Meng · Lingxiao Du · Yiran Zhao · Fanshi Zhang · Yaoqi Ye · Jiawei Wang · Zirui Wang · Jinjie Ni · Yufan Yang · Arvin Xu · Michael Qizhe Shieh
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4213
IMSE: Intrinsic Mixture of Spectral Experts Fine-tuning for Test-Time Adaptation
In Poster Session 2 Pavilion 4
Sunghyun Baek ⋅ Jaemyung Yu ⋅ Seunghee Koh ⋅ Minsu Kim ⋅ Hyeonseong Jeon ⋅ Junmo Kim
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1023
HUME: Measuring the Human-Model Performance Gap in Text Embedding Tasks
In Poster Session 2 Pavilion 3
Adnan El Assadi · Isaac Chung · Roman Solomatin · Niklas Muennighoff · Kenneth Enevoldsen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4214
Preserve and Sculpt: Manifold-Aligned Fine-tuning of Vision-Language Models for Few-Shot Learning
In Poster Session 2 Pavilion 4
Dexia Chen · Qianjie Zhu · Weibing Li · Yue Yu · Tong Zhang · Ruixuan Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1022
The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs
In Poster Session 2 Pavilion 3
Zichen Wen · Jiashu Qu · Zhaorun Chen · Xiaoya Lu · Dongrui Liu · Zhiyuan Liu · Ruixi Wu · Yicun Yang · Xiangqi Jin · Haoyun Xu · Xuyang Liu · Weijia Li · Chaochao Lu · Jing Shao · Conghui He · Linfeng Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4215
Learning Adaptive Distribution Alignment with Neural Characteristic Function for Graph Domain Adaptation
In Poster Session 2 Pavilion 4
Wei Chen · Xingyu Guo · Shuang Li · Zhao Zhang · Yan Zhong · Fuzhen Zhuang · deqing wang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1021
Bayesian Evidence-Driven Prototype Evolution for Federated Domain Adaptation
In Poster Session 2 Pavilion 3
Xiaoyang Yi · Li Peng · Yuru Bao · Jian Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4216
Study of Training Dynamics for Memory-Constrained Fine-Tuning
In Poster Session 2 Pavilion 4
Aël Quélennec · Nour Hezbri · Pavlo Mozharovskyi · Van-Tam Nguyen · Enzo Tartaglione
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4217
Architecture-Agnostic Test-Time Adaptation via Backprop-Free Embedding Alignment
In Poster Session 2 Pavilion 4
MA Xiao · Young D. Kwon · Pan Zhou · Dong Ma
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4218
PRISM: Progressive Robust Learning for Open-World Continual Category Discovery
In Poster Session 2 Pavilion 4
Wei Feng ⋅ Sijin Zhou ⋅ Yiwen Jiang ⋅ Zongyuan Ge
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1019
Do We Really Need Permutations? Impact of Model Width on Linear Mode Connectivity
In Poster Session 2 Pavilion 3
Akira Ito · Masanori Yamada · Daiki Chijiwa · Atsutoshi Kumagai
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4318
Learning Structure-Semantic Evolution Trajectories for Graph Domain Adaptation
In Poster Session 2 Pavilion 4
Wei Chen · Xingyu Guo · Shuang Li · Yan Zhong · Zhao Zhang · Fuzhen Zhuang · Hongrui Liu · Libang Zhang · Guo Ye · HUIMEI HE
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1018
Think in Parallel, Answer as One: Logit Averaging for Open-Ended Reasoning
In Poster Session 2 Pavilion 3
Haonan Wang · Chao Du · Kenji Kawaguchi · Tianyu Pang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4317
Nearly-Optimal Bandit Learning in Stackelberg Games with Side Information
In Poster Session 2 Pavilion 4
Nina Balcan · Martino Bernasconi · Matteo Castiglioni · Andrea Celli · Keegan Harris · Steven Wu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1017
Decomposition of Concept-Level Rules in Visual Scenes
In Poster Session 2 Pavilion 3
Fan Shi · Yuxuan Liang · Xiaolei Chen · Haiyang Yu · Xu Li · Yi Zheng · Rui Zhu · Xiangyang Xue · Bin Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4316
On the $O(1/T)$ Convergence of Alternating Gradient Descent–Ascent in Bilinear Games
In Poster Session 2 Pavilion 4
Tianlong Nan ⋅ Shuvomoy Das Gupta ⋅ Garud Iyengar ⋅ Christian Kroer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1016
Understanding the Emergence of Seemingly Useless Features in Next-Token Predictors
In Poster Session 2 Pavilion 3
Mark Rofin ⋅ Jalal Naghiyev ⋅ Michael Hahn
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1015
Dynamic Chunking for End-to-End Hierarchical Sequence Modeling
In Poster Session 2 Pavilion 3
Sukjun Hwang · Brandon Wang · Albert Gu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4315
COMAL: A Convergent Meta-Algorithm for Aligning LLMs with General Preferences
In Poster Session 2 Pavilion 4
Yixin Liu · Argyris Oikonomou · Weiqiang Zheng · Yang Cai · Arman Cohan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4314
A Faster Parameter-Free Regret Matching Algorithm
In Poster Session 2 Pavilion 4
Linjian Meng · Youzhi Zhang · Shangdong Yang · Wenbin Li · Tianyu Ding · Yang Gao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1014
Aligning Deep Implicit Preferences by Learning to Reason Defensively
In Poster Session 2 Pavilion 3
Peiming Li · Zhiyuan Hu · Shiyu Li · Xi Chen · Yang Tang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1013
Randomized Antipodal Search Done Right for Data Pareto Improvement of LLM Unlearning
In Poster Session 2 Pavilion 3
Ziwen Liu · Huawei Lin · Yide Ran · Denghui Zhang · Jianwen Xie · Chuan Li · Weijie Zhao · Zhaozhuo Xu
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4313
Convergence of Regret Matching in Potential Games and Constrained Optimization
In Poster Session 2 Pavilion 4
Ioannis Anagnostides ⋅ Emanuel Tewolde ⋅ Brian Zhang ⋅ Ioannis Panageas ⋅ Vincent Conitzer ⋅ Tuomas Sandholm
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4312
Pruning as a Cooperative Game: Surrogate-Assisted Layer Contribution Estimation for Large Language Models
In Poster Session 2 Pavilion 4
Xuan Ding · Pengyu Tong · Ranjie Duan · Yunjian Zhang · Rui Sun · Yao Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1011
Prune-then-Quantize or Quantize-then-Prune? Understanding the Impact of Compression Order in Joint Model Compression
In Poster Session 2 Pavilion 3
Minjun Kim ⋅ Jaehyeon Choi ⋅ Hyunwoo Yang ⋅ Jongjin Kim ⋅ Jinho Song ⋅ U Kang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4311
Memory-Statistics Tradeoff in Continual Learning with Structural Regularization
In Poster Session 2 Pavilion 4
Haoran Li ⋅ Jingfeng Wu ⋅ Vladimir Braverman
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1010
TileLang: Bridge Programmability and Performance in Modern Neural Kernels
In Poster Session 2 Pavilion 3
Lei Wang · Yu Cheng · Yining Shi · Zhiwen Mo · Zhengju Tang · Wenhao Xie · Tong Wu · Lingxiao Ma · Yuqing Xia · Jilong Xue · Fan Yang · Zhi Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4310
Contextual Multi-Armed Bandits with Minimum Aggregated Revenue Constraints
In Poster Session 2 Pavilion 4
Ahmed Ben Yahmed ⋅ Hafedh Ferchichi ⋅ Marc Abeille ⋅ Vianney Perchet
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1209
Medical thinking with multiple images
In Poster Session 2 Pavilion 3
Zonghai Yao ⋅ Benlu Wang ⋅ Yifan Zhang ⋅ Junda Wang ⋅ Iris Xia ⋅ Zhipeng Tang ⋅ Shuo Han ⋅ Feiyun ⋅ Zhichao Yang ⋅ Arman Cohan ⋅ Hong Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1009
Predicting LLM Reasoning Performance with Small Proxy Model
In Poster Session 2 Pavilion 3
Woosung Koh · Juyoung Suk · Sungjun Han · Se-Young Yun · Jay Shin
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4309
Interactive Learning of Single-Index Models via Stochastic Gradient Descent
In Poster Session 2 Pavilion 4
Nived Rajaraman · Yanjun Han
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4006
MLP Memory: A Retriever-Pretrained Memory for Large Language Models
In Poster Session 2 Pavilion 4
Rubin Wei ⋅ Jiaqi Cao ⋅ Jiarui Wang ⋅ Jushi Kai ⋅ Qipeng Guo ⋅ Bowen Zhou ⋅ Zhouhan Lin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4308
Near Optimal Robust Federated Learning Against Data Poisoning Attack
In Poster Session 2 Pavilion 4
Jingfan Yu ⋅ Zhixuan Fang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1008
Heads collapse, features stay: Why Replay needs big buffers
In Poster Session 2 Pavilion 3
Giulia Lanzillotta ⋅ Damiano Meier ⋅ Thomas Hofmann
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4307
Efficient Turing Machine Simulation with Transformers
In Poster Session 2 Pavilion 4
Qian Li · Yuyi Wang
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1007
Children's Intelligence Tests Pose Challenges for MLLMs? KidGym: A 2D Grid-Based Reasoning Benchmark for MLLMs
In Poster Session 2 Pavilion 3
Hengwei Ye · Yuanting Guan · Yuxuan Ge · Tianying Zhu · Yijia Zhong · YiJing Zhang · Han Zhang · Yingna Wu · Zheng Tian
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1006
TurboBoA: Faster and Exact Attention-aware Quantization without Backpropagation
In Poster Session 2 Pavilion 3
Junhan Kim ⋅ Yeo Jeong Park ⋅ Seungwoo Son ⋅ Chungman Lee ⋅ Ho-young Kim ⋅ Joonyoung Kim ⋅ Yongkweon Jeon
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4306
Best-of-Majority: Minimax-Optimal Strategy for Pass@k Inference Scaling
In Poster Session 2 Pavilion 4
Qiwei Di ⋅ Kaixuan Ji ⋅ Xuheng Li ⋅ Heyang Zhao ⋅ Quanquan Gu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4305
Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods
In Poster Session 2 Pavilion 4
Zhaiming Shen ⋅ Alexander Hsu ⋅ Rongjie Lai ⋅ Wenjing Liao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1005
ToolWeaver: Weaving Collaborative Semantics for Scalable Tool Use in Large Language Models
In Poster Session 2 Pavilion 3
Bowen Fang · Wen Ye · YUNYUE SU · Jinghao Zhang · Qiang Liu · Yesheng Liu · Xin Sun · shu wu · Jiabing Yang · Baole Wei · Liang Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1004
ResearchRubrics: A Benchmark of Prompts and Rubrics For Evaluating Deep Research Agents
In Poster Session 2 Pavilion 3
Manasi Sharma · Chen Bo Calvin Zhang · Chaithanya Bandi · Clinton Wang · Ankit Aich · Huy Nghiem · Tahseen Rabbani · Ye Htet · Brian Jang · Sumana Basu · Aishwarya Balwani · Denis Peskoff · Marcos Ayestaran · Sean Hendryx · Bradley Kenstler · Bing Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4304
Learning Correlated Reward Models: Statistical Barriers and Opportunities
In Poster Session 2 Pavilion 4
Yeshwanth Cherapanamjeri · Constantinos C Daskalakis · Gabriele Farina · Sobhan Mohammadpour
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4303
Incentives in Federated Learning with Heterogeneous Agents
In Poster Session 2 Pavilion 4
Ariel Procaccia ⋅ Han Shao ⋅ Itai Shapira
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1002
PiCa: Parameter-Efficient Fine-Tuning with Column Space Projection
In Poster Session 2 Pavilion 3
Junseo Hwang · Wonguk Cho · Taesup Kim
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4302
A Near-Optimal Best-of-Both-Worlds Algorithm for Federated Bandits
In Poster Session 2 Pavilion 4
Zicheng Hu · Zihao Wang · Cheng Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1001
GRADIEND: Feature Learning within Neural Networks Exemplified through Biases
In Poster Session 2 Pavilion 3
Jonathan Drechsel ⋅ Steffen Herbold
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1101
VenusX: Unlocking Fine-Grained Functional Understanding of Proteins
In Poster Session 2 Pavilion 3
Yang Tan · Wenrui Gou · Bozitao Zhong · Huiqun Yu · liang hong · Bingxin Zhou
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4401
High-Dimensional Analysis of Single-Layer Attention for Sparse-Token Classification
In Poster Session 2 Pavilion 4
Nicholas Barnfield · Hugo Cui · Yue Lu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4402
Transformers as Unsupervised Learning Algorithms: A study on Gaussian Mixtures
In Poster Session 2 Pavilion 4
Zhiheng Chen ⋅ Ruofan Wu ⋅ Guanhua Fang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1102
SYNC: Measuring and Advancing Synthesizability in Structure-Based Drug Design
In Poster Session 2 Pavilion 3
Yunfan Liu · Lirong Wu · Zhifeng Gao · Yufei Huang · Cheng Tan · Haitao Lin · Zicheng Liu · Changxi Chi · Chang Yu · Stan Z Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1103
Reference-guided Policy Optimization for Molecular Optimization via LLM Reasoning
In Poster Session 2 Pavilion 3
Xuan Li ⋅ (Andrew) Zhanke Zhou ⋅ Zongze Li ⋅ Jiangchao Yao ⋅ Yu Rong ⋅ Lu Zhang ⋅ Bo Han
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4403
Feedback-driven recurrent quantum neural network universality
In Poster Session 2 Pavilion 4
Lukas Gonon · Rodrigo Martínez-Peña · Juan-Pablo Ortega
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4404
Towards Persistent Noise-Tolerant Active Learning of Regular Languages with Class Query
In Poster Session 2 Pavilion 4
Lekai Chen ⋅ Ashutosh Trivedi ⋅ Alvaro Velasquez
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1104
Constrained Diffusion for Protein Design with Hard Structural Constraints
In Poster Session 2 Pavilion 3
Jacob K. Christopher ⋅ Austin Seamann ⋅ Jingyi Cui ⋅ Sagar Khare ⋅ Ferdinando Fioretto
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5017
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model
In Poster Session 2 Pavilion 4
Fuhao Li ⋅ Wenxuan Song ⋅ Han Zhao ⋅ Jingbo Wang ⋅ Pengxiang Ding ⋅ Donglin Wang ⋅ Long ZENG ⋅ Haoang Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1105
MarS-FM: Generative Modeling of Molecular Dynamics via Markov State Models
In Poster Session 2 Pavilion 3
Kacper Kapusniak · Cristian Gabellini · Michael Bronstein · Prudencio Tossou · Francesco Di Giovanni
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1106
MAC-AMP: A Closed-Loop Multi-Agent Collaboration System for Multi-Objective Antimicrobial Peptide Design
In Poster Session 2 Pavilion 3
Gen Zhou · Sugitha Janarthanan · Lianghong Chen · Pingzhao Hu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4406
The Shape of Adversarial Influence: Characterizing LLM Latent Spaces with Persistent Homology
In Poster Session 2 Pavilion 4
Aideen Fay ⋅ Inés García-Redondo ⋅ Qiquan Wang ⋅ Haim Dubossarsky ⋅ Anthea Monod
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4407
t-SNE Exaggerates Clusters, Provably
In Poster Session 2 Pavilion 4
Noah Bergam ⋅ Szymon Snoeck ⋅ Nakul Verma
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1107
ATOM: A Pretrained Neural Operator for Multitask Molecular Dynamics
In Poster Session 2 Pavilion 3
Luke Thompson · Davy Guan · Slade Matthews · Dai Shi · Junbin Gao · Andi Han
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4408
Aligner, Diagnose Thyself: A Meta-Learning Paradigm for Fusing Intrinsic Feedback in Preference Alignment
In Poster Session 2 Pavilion 4
Mengyang Li ⋅ Pinlong Zhao ⋅ Zhong Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1108
GeomMotif: A Benchmark for Arbitrary Geometric Preservation in Protein Generation
In Poster Session 2 Pavilion 3
Pavel Strashnov · Andrey Shevtsov · Viacheslav Meshchaninov · Olga Kardymon · Dmitry P. Vetrov
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4409
Long-Document QA with Chain-of-Structured-Thought and Fine-Tuned SLMs
In Poster Session 2 Pavilion 4
Zhuowen Liang · Xiaotian LIN · Zhengxuan Zhang · Yuyu Luo · Haixun Wang · Nan Tang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1109
To Augment or Not to Augment? Diagnosing Distributional Symmetry Breaking
In Poster Session 2 Pavilion 3
Hannah Lawrence · Elyssa Hofgard · Vasco Portilheiro · Yuxuan Chen · Tess Smidt · Robin Walters
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1110
Rigidity-Aware Geometric Pretraining for Protein Design and Conformational Ensembles
In Poster Session 2 Pavilion 3
Zhanghan Ni · Yanjing Li · Zeju Qiu · Bernhard Schölkopf · Hongyu Guo · Weiyang Liu · Shengchao Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4410
Out of the Shadows: Exploring a Latent Space for Neural Network Verification
In Poster Session 2 Pavilion 4
Lukas Koller · Tobias Ladner · Matthias Althoff
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1111
GAGA: Gaussianity-Aware Gaussian Approximation for Efficient 3D Molecular Generation
In Poster Session 2 Pavilion 3
Jingxiang Qu ⋅ Wenhan Gao ⋅ Ruichen Xu ⋅ Yi Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4411
Small Transformers Don’t Need LayerNorm at Inference Time: Scaling LayerNorm Removal to GPT-2 XL and Implications for Mechanistic Interpretability
In Poster Session 2 Pavilion 4
Luca Baroni ⋅ Galvin Khara ⋅ Joachim Schaeffer ⋅ Marat Subkhankulov ⋅ Stefan Heimersheim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1112
Learning from the Electronic Structure of Molecules across the Periodic Table
In Poster Session 2 Pavilion 3
Manasa Kaniselvan ⋅ Benjamin Miller ⋅ Meng Gao ⋅ Juno Nam ⋅ Daniel Levine
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4412
Characterizing Pattern Matching and Its Limits on Compositional Task Structures
In Poster Session 2 Pavilion 4
Hoyeon Chang ⋅ Jinho Park ⋅ Hanseul Cho ⋅ Sohee Yang ⋅ Miyoung Ko ⋅ Hyeonbin Hwang ⋅ Seungpil Won ⋅ Dohaeng Lee ⋅ Youbin Ahn ⋅ Minjoon Seo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4413
Decoupling Positional and Symbolic Attention in Transformers
In Poster Session 2 Pavilion 4
Felipe Urrutia · Jorge Salas · Alexander Kozachinskiy · Cristian Calderon · Hector Pasten · Cristobal Rojas
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1113
Iterative Distillation for Reward-Guided Fine-Tuning of Diffusion Models in Biomolecular Design
In Poster Session 2 Pavilion 3
Xingyu Su · Xiner Li · Masatoshi Uehara · Sunwoo Kim · Yulai Zhao · Gabriele Scalia · Ehsan Hajiramezanali · Tommaso Biancalani · Degui Zhi · Shuiwang Ji
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1114
Drugging the Undruggable: Benchmarking and Modeling Fragment-Based Screening
In Poster Session 2 Pavilion 3
Haichuan Tan · Bowen Gao · Jiaxin Li · Yinjun Jia · Wenyu Zhu · Wenxuan Xie · Yihong Liu · Yanwen Huang · Jianhui Wang · Yuanhuan Mo · Ya-Qin Zhang · Wei-Ying Ma · Yanyan Lan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4414
Formal Mechanistic Interpretability: Automated Circuit Discovery with Provable Guarantees
In Poster Session 2 Pavilion 4
Itamar Hadad ⋅ Guy Katz ⋅ Shahaf Bassan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4415
Exploring Interpretability for Visual Prompt Tuning with Cross-layer Concepts
In Poster Session 2 Pavilion 4
Yubin Wang · Xinyang Jiang · De Cheng · Xiangqian Zhao · Zilong Wang · Dongsheng Li · Cai Zhao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1115
BioMD: All-atom Generative Model for Biomolecular Dynamics Simulation
In Poster Session 2 Pavilion 3
Bin Feng · Jiying Zhang · Xinni Zhang · Zijing Liu · Yu Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1116
Beyond Ensembles: Simulating All-Atom Protein Dynamics in a Learned Latent Space
In Poster Session 2 Pavilion 3
Aditya Sengar ⋅ Jiying Zhang ⋅ Pierre Vandergheynst ⋅ PATRICK BARTH
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4416
Concepts' Information Bottleneck Models
In Poster Session 2 Pavilion 4
Karim Galliamov ⋅ Syed Muhammad Ahsan Raza Kazmi ⋅ Adil Khan ⋅ Adín Ramírez Rivera
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4417
Detecting Invariant Manifolds in ReLU-Based RNNs
In Poster Session 2 Pavilion 4
Lukas Eisenmann ⋅ Alena Brändle ⋅ Zahra Monfared ⋅ Daniel Durstewitz
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4418
Sparse CLIP: Co-Optimizing Interpretability and Performance in Contrastive Learning
In Poster Session 2 Pavilion 4
Chuan Qin · Constantin Venhoff · Sonia Joseph · Fanyi Xiao · Stefan Scherer
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1118
Enhancing Diffusion-Based Sampling with Molecular Collective Variables
In Poster Session 2 Pavilion 3
Juno Nam · Bálint Máté · Artur Toshev · Manasa Kaniselvan · Rafael Gomez-Bombarelli · Ricky T. Q. Chen · Brandon Wood · Guan-Horng Liu · Benjamin Miller
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4518
Benefits and Pitfalls of Reinforcement Learning for Language Model Planning: A Theoretical Perspective
In Poster Session 2 Pavilion 4
Siwei Wang ⋅ Yifei Shen ⋅ Haoran Sun ⋅ Shi Feng ⋅ Shang-Hua Teng ⋅ Li Dong ⋅ Yaru Hao ⋅ Wei Chen
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1119
Orbital Transformers for Predicting Wavefunctions in Time-Dependent Density Functional Theory
In Poster Session 2 Pavilion 3
Xuan Zhang ⋅ Haiyang Yu ⋅ Chengdong Wang ⋅ Jacob Helwig ⋅ Shuiwang Ji ⋅ Xiaofeng Qian
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4517
Monotone Near-Zero-Sum Games: A Generalization of Convex-Concave Minimax
In Poster Session 2 Pavilion 4
Ruichen Luo · Sebastian Stich · Krishnendu Chatterjee
[ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1120
Dynamics-inspired Structure Hallucination for Protein-protein Interaction Modeling
In Poster Session 2 Pavilion 3
Fang Wu · Stan Z. Li
[ Poster] 
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1121
LC-PLM: Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers
In Poster Session 2 Pavilion 3
Yingheng Wang · Zichen Wang · Gil Sadeh · Luca Zancato · Alessandro Achille · George Karypis · Huzefa Rangwala
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4515
High-Probability Bounds for the Last Iterate of Clipped SGD
In Poster Session 2 Pavilion 4
Savelii Chezhegov ⋅ Daniela Angela Parletta ⋅ Andrea Paudice ⋅ Eduard Gorbunov
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1122
Extreme Weather Nowcasting via Local Precipitation Pattern Prediction
In Poster Session 2 Pavilion 3
Changhoon Song ⋅ Teng-Yuan Chang ⋅ Youngjoon Hong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1123
GeoFAR: Geography-Informed Frequency-Aware Super-Resolution for Climate Data
In Poster Session 2 Pavilion 3
Chang Xu ⋅ Gencer Sumbul ⋅ Li Mi ⋅ Robin Zbinden ⋅ Devis Tuia
[ Slides]  [ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4514
On the stability of gradient descent with second order dynamics for time-varying cost functions
In Poster Session 2 Pavilion 4
Travis E Gibson · Sawal Acharya · Anjali Parashar · Joseph Emilio Gaudio · Anuradha Annaswamy
[ Slides]  [ Poster] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4513
Optimal Aggregation of LLM and PRM Signals for Efficient Test-Time Scaling
In Poster Session 2 Pavilion 4
Peng Kuang · Yanli Wang · Xiaoyu Han · Yaowenqi Liu · Kaidi Xu · Haohan Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1124
Glance and Focus Reinforcement for Pan-cancer Screening
In Poster Session 2 Pavilion 3
Linshan Wu · Jia-Xin Zhuang · Hao CHEN
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1125
OmniCT: Towards a Unified Slice-Volume LVLM for Comprehensive CT Analysis
In Poster Session 2 Pavilion 3
Tianwei Lin · Zhongwei Qiu · Wenqiao Zhang · Jiang Liu · Yihan Xie · Mingjian Gao · Zhenxuan Fan · Zhaocheng Li · Sijing Li · Zhongle Xie · Peng LU · Yueting Zhuang · Ling Zhang · Beng Chin Ooi · Yingda Xia
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4512
Singleton-Optimized Conformal Prediction
In Poster Session 2 Pavilion 4
Tao Wang · Yan Sun · Edgar Dobriban
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1126
A Resolution-Agnostic Geometric Transformer for Chromosome Modeling Using Inertial Frame
In Poster Session 2 Pavilion 3
Yize Zhou ⋅ Haorui Li ⋅ Shengchao Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4511
Mirror Flow Matching with Heavy-Tailed Priors for Generative Modeling on Convex Domains
In Poster Session 2 Pavilion 4
Yunrui Guan · Krishna Balasubramanian · Shiqian Ma
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1226
CARE: Towards Clinical Accountability in Multi-Modal Medical Reasoning with an Evidence-Grounded Agentic Framework
In Poster Session 2 Pavilion 3
Yuexi Du · Jinglu Wang · Shujie LIU · Nicha C Dvornek · Yan Lu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4510
Branch and Bound Search for Exact MAP Inference in Credal Networks
In Poster Session 2 Pavilion 4
Radu Marinescu · Fabio Cozman · Denis D. Mauá · Debarun Bhattacharjya · Junkyu Lee · Alexander Gray
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1225
BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Digital Behavioural Change
In Poster Session 2 Pavilion 3
Manuela González-González ⋅ Soufiane Belharbi ⋅ Muhammad Zeeshan ⋅ Masoumeh Sharafi ⋅ Muhammad Haseeb Aslam ⋅ Marco Pedersoli ⋅ Alessandro Lameiras Koerich ⋅ Simon L Bacon ⋅ Eric Granger
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4509
Complexity Analysis of Normalizing Constant Estimation: from Jarzynski Equality to Annealed Importance Sampling and beyond
In Poster Session 2 Pavilion 4
Wei Guo · Molei Tao · Yongxin Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1224
AnesSuite: A Comprehensive Benchmark and Dataset Suite for Anesthesiology Reasoning in LLMs
In Poster Session 2 Pavilion 3
Xiang Feng · Wentao Jiang · Zengmao Wang · Yong Luo · Pingbo Xu · Baosheng Yu · Hua Jin · Jing Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4107
Flow Matching Policy Gradients
In Poster Session 2 Pavilion 4
David McAllister ⋅ Songwei Ge ⋅ Brent Yi ⋅ Chung Min Kim ⋅ Ethan Weber ⋅ Hongsuk Choi ⋅ Haiwen Feng ⋅ Angjoo Kanazawa
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4508
The Sample Complexity of Online Reinforcement Learning: A Multi-model Perspective
In Poster Session 2 Pavilion 4
Michael Muehlebach ⋅ Zhiyu He ⋅ Michael Jordan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4507
Learning What Matters Now: Dynamic Preference Inference under Contextual Shifts
In Poster Session 2 Pavilion 4
Xianwei Cao · Dou Quan · Zhenliang Zhang · Shuang Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1223
Improving 2D Diffusion Models for 3D Medical Imaging with Inter‑Slice Consistent Stochasticity
In Poster Session 2 Pavilion 3
Chenhe Du ⋅ Qing Wu ⋅ Xuanyu Tian ⋅ Jingyi Yu ⋅ Hongjiang Wei ⋅ Yuyao Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4506
Partially Equivariant Reinforcement Learning in Symmetry-Breaking Environments
In Poster Session 2 Pavilion 4
Junwoo Chang ⋅ Minwoo Park ⋅ Joohwan Seo ⋅ Roberto Horowitz ⋅ Jongmin Lee ⋅ Jongeun Choi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1222
CARL: Preserving Causal Structure in Representation Learning
In Poster Session 2 Pavilion 3
Yulong Li · Xiwei Liu · Barrett Tang · Zhixiang Lu · Ming Hu · Yichen Li · Haochen Xue · Peixin Guo · Jionglong Su · Yutong Xie · Eran Segal · Imran Razzak
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4505
Optimal Robust Subsidy Policies for Irrational Agent in Principal-Agent MDPs
In Poster Session 2 Pavilion 4
Bowen Hu ⋅ Yixin Tao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1221
Can SAEs reveal and mitigate racial biases of LLMs in healthcare?
In Poster Session 2 Pavilion 3
Hiba Ahsan · Byron Wallace
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4504
ACPBench Hard: Unrestrained Reasoning about Action, Change, and Planning
In Poster Session 2 Pavilion 4
Harsha Kokel ⋅ Michael Katz ⋅ Kavitha Srinivas ⋅ Shirin Sohrabi
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1220
Language Agents for Hypothesis-driven Clinical Decision Making with Reinforcement Learning
In Poster Session 2 Pavilion 3
David Bani-Harouni ⋅ Chantal Pellegrini ⋅ Ege Özsoy ⋅ Nassir Navab ⋅ Matthias Keicher
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1219
Learning Self-Critiquing Mechanisms for Region-Guided Chest X-Ray Report Generation
In Poster Session 2 Pavilion 3
Sixing Yan ⋅ Ziao Wang ⋅ Kejing Yin ⋅ William Kwok-wai Cheung ⋅ Ka Chun Cheung ⋅ Simon See
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4503
A New Approach to Controlling Linear Dynamical Systems
In Poster Session 2 Pavilion 4
Anand Brahmbhatt · Gon Buzaglo · Sofiia Druchyna · Elad Hazan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1218
From atom to space: A region-based readout function for spatial properties of materials
In Poster Session 2 Pavilion 3
Jiawen Zou · Weimin Tan · Zhongyao Wang · Hao Qi · Bo Yan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4502
Towards Cognitively-Faithful Decision-Making Models to Improve AI Alignment
In Poster Session 2 Pavilion 4
Cyrus Cousins ⋅ Vijay Keswani ⋅ Vincent Conitzer ⋅ Hoda Heidari ⋅ Jana Borg ⋅ Walter Sinnott-Armstrong
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4501
Sample Complexity and Representation Ability of Test-time Scaling Paradigms
In Poster Session 2 Pavilion 4
Baihe Huang ⋅ Shanda Li ⋅ Tianhao Wu ⋅ Yiming Yang ⋅ Ameet Talwalkar ⋅ Kannan Ramchandran ⋅ Michael Jordan ⋅ Jiantao Jiao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1217
Physics-Constrained Fine-Tuning of Flow-Matching Models for Generation and Inverse Problems
In Poster Session 2 Pavilion 3
Jan Tauberschmidt ⋅ Sophie Fellenz ⋅ Sebastian Vollmer ⋅ Andrew Duncan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4601
Preference-based Policy Optimization from Sparse-reward Offline Dataset
In Poster Session 2 Pavilion 4
Wenjie Qiu ⋅ Guofeng Cui ⋅ Shicheng Liu ⋅ Yuanlin Duan ⋅ He Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1216
From Cheap Geometry to Expensive Physics: A Physics-agnostic Pretraining Framework for Neural Operators
In Poster Session 2 Pavilion 3
Zhizhou Zhang ⋅ Youjia Wu ⋅ Kaixuan Zhang ⋅ Yanjia Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1215
The False Promise of Zero-Shot Super-Resolution in Machine-Learned Operators
In Poster Session 2 Pavilion 3
Mansi Sakarvadia ⋅ Kareem Hegazy ⋅ Amin Totounferoush ⋅ Kyle Chard ⋅ Yaoqing Yang ⋅ Ian Foster ⋅ Michael W Mahoney
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4602
Q-Learning with Adjoint Matching
In Poster Session 2 Pavilion 4
Qiyang Li · Sergey Levine
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1214
Bayesian Parameter Shift Rules in Variational Quantum Eigensolvers
In Poster Session 2 Pavilion 3
Samuele Pedrielli ⋅ Christopher J. Anders ⋅ Lena Funcke ⋅ Karl Jansen ⋅ Kim A. Nicoli ⋅ Shinichi Nakajima
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4603
Robust Reward Modeling via Causal Rubrics
In Poster Session 2 Pavilion 4
Pragya Srivastava · Harman Singh · Rahul Madhavan · Gandharv Patil · Sravanti Addepalli · Arun Suggala · Rengarajan Aravamudhan · Soumya Sharma · Anirban Laha · Aravindan Raghuveer · Karthikeyan Shanmugam · Doina Precup
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1213
HSG-12M: A Large-Scale Benchmark of Spatial Multigraphs from the Energy Spectra of Non-Hermitian Crystals
In Poster Session 2 Pavilion 3
Xianquan Yan · Hakan Akgün · Kenji Kawaguchi · Duane Loh · Ching Lee
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4604
Nudging the Boundaries of LLM Reasoning
In Poster Session 2 Pavilion 4
Justin Chen ⋅ XIANGYU PENG ⋅ Prafulla Kumar Choubey ⋅ Kung-Hsiang Huang ⋅ Jiaxin Zhang ⋅ Mohit Bansal ⋅ Chien-Sheng Wu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4605
Beyond Penalization: Diffusion-based Out-of-Distribution Detection and Selective Regularization in Offline Reinforcement Learning
In Poster Session 2 Pavilion 4
Qingjun Wang · Hongtu Zhou · Hang Yu · Junqiao Zhao · Yanping Zhao · Chen Ye · Ziqiao Wang · Guang Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1212
Advancing Universal Deep Learning for Electronic-Structure Hamiltonian Prediction of Materials
In Poster Session 2 Pavilion 3
Shi Yin ⋅ Zujian Dai ⋅ Xinyang Pan ⋅ Lixin He
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1211
The Tutor-Pupil Augmentation: Enhancing Learning and Interpretability via Input Corrections
In Poster Session 2 Pavilion 3
Darya Biparva ⋅ Maarten Schoukens ⋅ Donatello Materassi
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4606
Sample Efficient Offline RL via T-Symmetry Enforced Latent State-Stitching
In Poster Session 2 Pavilion 4
Peng Cheng · Zhihao Wu · Jianxiong Li · Ziteng He · Haoran Xu · Wei Sun · Youfang Lin · Yunxin Liu · Xianyuan Zhan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1210
Deep Learning for Subspace Regression
In Poster Session 2 Pavilion 3
Vladimir Fanaskov · Vladislav Trifonov · Alexander Rudikov · Ekaterina Muravleva · Ivan Oseledets
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4607
The State of Reinforcement Finetuning for Transformer-based Agents
In Poster Session 2 Pavilion 4
Shengchao Hu · Peng Wang · Guozheng Ma · Shi Fu · Li Shen · Ya Zhang · Dacheng Tao
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4608
Peak-Return Greedy Slicing: Subtrajectory Selection for Transformer-based Offline RL
In Poster Session 2 Pavilion 4
Zhiwei XU · Miduo Cui · Dapeng Li · Zhihao Liu · Haifeng Zhang · Hangyu Mao · Guoliang Fan · Bin Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1208
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics
In Poster Session 2 Pavilion 3
Weida Wang · Dongchen Huang · Jiatong LI · Tengchao Yang · Ziyang Zheng · Chuyi Peng · Di Zhang · Dong Han · Benteng Chen · Binzhao Luo · Zhiyu Liu · kunling liu · Zhiyuan Gao · Shiqigeng geng · Wei Ma · Jiaming Su · Xin Li · Shuchen Pu · Yuhan Shui · Qianjia Cheng · Zhihao Dou · Dongfei Cui · Changyong He · Jin Zeng · Zeke Xie · Mao Su · Dongzhan Zhou · Yuqiang Li · Wanli Ouyang · Yunqi Cai · Xi Dai · Shufei Zhang · LEI BAI · Jinguang Cheng · Zhong Fang · Hongming Weng
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4609
Belief-Based Offline Reinforcement Learning for Delay-Robust Policy Optimization
In Poster Session 2 Pavilion 4
Simon Zhan · Qingyuan Wu · Zhaofeng Wang · Frank Yang · Xiangyu Shi · Chao Huang · Qi Zhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1207
ProRe: A Proactive Reward System for GUI Agents via Reasoner–Actor Collaboration
In Poster Session 2 Pavilion 3
Gaole Dai · Shiqi Jiang · Ting Cao · Yuqing Yang · Yuanchun Li · Rui Tan · Mo Li · Lili Qiu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4610
Value Flows
In Poster Session 2 Pavilion 4
Perry Dong ⋅ Chongyi Zheng ⋅ Chelsea Finn ⋅ Dorsa Sadigh ⋅ Benjamin Eysenbach
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4611
Beyond Markovian: Reflective Exploration via Bayes-Adaptive RL for LLM Reasoning
In Poster Session 2 Pavilion 4
Shenao Zhang · Yaqing Wang · Yinxiao Liu · Tianqi Liu · Peter Grabowski · Eugene Ie · Zhaoran Wang · Yunxuan Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1206
Actions as Language: Fine-Tuning VLMs into VLAs Without Catastrophic Forgetting
In Poster Session 2 Pavilion 3
Asher Hancock · Xindi Wu · Lihan Zha · Olga Russakovsky · Anirudha Majumdar
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4612
Squeeze the Soaked Sponge: Efficient Off-policy RFT for Large Language Model
In Poster Session 2 Pavilion 4
Jing Liang ⋅ Jinyi Liu ⋅ Yi Ma ⋅ Hongyao Tang ⋅ YAN ZHENG ⋅ Shuyue Hu ⋅ LEI BAI ⋅ Jianye Hao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1205
AnyTouch 2: General Optical Tactile Representation Learning For Dynamic Tactile Perception
In Poster Session 2 Pavilion 3
Ruoxuan Feng · Yuxuan Zhou · Siyu Mei · Dongzhan Zhou · Pengwei Wang · Shaowei Cui · Bin Fang · Guocai Yao · Di Hu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1204
Contractive Diffusion Policies
In Poster Session 2 Pavilion 3
Amin Soleimani Abyaneh · Charlotte Morissette · Mohamad H. Danesh · Anas Houssaini · David Meger · Gregory Dudek · Hsiu-Chin Lin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4613
Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn Search Agents
In Poster Session 2 Pavilion 4
Guoqing Wang ⋅ Sunhao Dai ⋅ Guangze Ye ⋅ Zeyu Gan ⋅ Wei Yao ⋅ Yong Deng ⋅ Xiaofeng Wu ⋅ zhenzhe ying
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1203
CitySeeker: How Do VLMs Explore Embodied Urban Navigation with Implicit Human Needs?
In Poster Session 2 Pavilion 3
Siqi Wang · Chao Liang · Yunfan Gao · Erxin Yu · Sen Li · Jing Li · Haofen Wang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4614
Trust-Region Adaptive Policy Optimization
In Poster Session 2 Pavilion 4
Mingyu Su · Jian Guan · Yuxian Gu · Minlie Huang · Hongning Wang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1202
VLBiMan: Vision-Language Anchored One-Shot Demonstration Enables Generalizable Bimanual Robotic Manipulation
In Poster Session 2 Pavilion 3
Huayi Zhou · Kui Jia
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4615
MARL2Grid-TR: A Multi-Agent RL Benchmark in Power Grid Operations
In Poster Session 2 Pavilion 4
Enrico Marchesini ⋅ Eva Boguslawski ⋅ Alessandro Leite ⋅ Christopher Amato ⋅ Matthieu DUSSARTRE ⋅ Marc Schoenauer ⋅ Benjamin Donnot ⋅ Priya Donti
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4616
GEPO: Group Expectation Policy Optimization for Stable Heterogeneous Reinforcement Learning
In Poster Session 2 Pavilion 4
Han Zhang · Ruibin Zheng · ZEXUAN YI · Zhuo Zhang · Hanyang Peng · HUI WANG · Jiayin Qi · Binxing Fang · Ruifeng Xu · Yue Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1301
SpikePingpong: Spike Vision-based Fast-Slow Pingpong Robot System
In Poster Session 2 Pavilion 3
Hao Wang · Chengkai Hou · Xianglong Li · Yankai Fu · Chenxuan Li · Ning Chen · Gaole Dai · Jiaming Liu · Tiejun Huang · Shanghang Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4617
Regularized Latent Dynamics Prediction is a Strong Baseline For Behavioral Foundation Models
In Poster Session 2 Pavilion 4
Pranaya Jajoo ⋅ Harshit Sikchi ⋅ Siddhant Agarwal ⋅ Amy Zhang ⋅ Scott Niekum ⋅ Martha White
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4618
Accelerating Diffusion Planners in Offline RL via Reward-Aware Consistency Trajectory Distillation
In Poster Session 2 Pavilion 4
Xintong Duan · Yutong (Kelly) He · Fahim Tajwar · Russ Salakhutdinov · Zico Kolter · Jeff Schneider
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1302
Block-wise Adaptive Caching for Accelerating Diffusion Policy
In Poster Session 2 Pavilion 3
Kangye Ji · Yuan Meng · Hanyun Cui · Ye Li · Jianbo Zhou · Shengjia Hua · Lei Chen · Zhi Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1303
Verifier-free Test-Time Sampling for Vision-Language-Action Models
In Poster Session 2 Pavilion 3
Suhyeok Jang ⋅ Dongyoung Kim ⋅ Changyeon Kim ⋅ Youngsuk Kim ⋅ Jinwoo Shin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4718
Chart Deep Research in LVLMs via Parallel Relative Policy Optimization
In Poster Session 2 Pavilion 4
Jiajin Tang · Yang Gao · Wenjie Wang · Sibei Yang · Xing Chen
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1304
Lifelong Embodied Navigation Learning
In Poster Session 2 Pavilion 3
XUDONG WANG · Jiahua Dong · Baichen Liu · Qi Lyu · Lianqing Liu · Zhi Han
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4717
Scaf-GRPO: Scaffolded Group Relative Policy Optimization for Enhancing LLM Reasoning
In Poster Session 2 Pavilion 4
Xichen Zhang · Sitong Wu · Yinghao Zhu · Haoru Tan · Shaozuo Yu · Ziyi He · Jiaya Jia
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1305
RoboInter: A Holistic Intermediate Representation Suite Towards Robotic Manipulation
In Poster Session 2 Pavilion 3
Hao Li ⋅ ziqin wang ⋅ Zi-han Ding ⋅ Shuai Yang ⋅ Yilun Chen ⋅ Yang Tian ⋅ Xiaolin Hu ⋅ Tai Wang ⋅ Dahua Lin ⋅ Feng Zhao ⋅ Si Liu ⋅ Jiangmiao Pang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4716
When Greedy Wins: Emergent Exploitation Bias in Meta-Bandit LLM Training
In Poster Session 2 Pavilion 4
Sanxing Chen ⋅ Xiaoyin Chen ⋅ Yukun Huang ⋅ Roy Xie ⋅ Bhuwan Dhingra
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4715
From Parameters to Behaviors: Unsupervised Compression of the Policy Space
In Poster Session 2 Pavilion 4
Davide Tenedini ⋅ Riccardo Zamboni ⋅ Mirco Mutti ⋅ Marcello Restelli
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1306
OpenFly: A COMPREHENSIVE PLATFORM FOR AERIAL VISION-LANGUAGE NAVIGATION
In Poster Session 2 Pavilion 3
Yunpeng Gao · Chenhui Li · Zhongrui You · Junli Liu · Li Zhen · Pengan CHEN · Qizhi Chen · Zhonghan Tang · Liansheng Wang · Yangpenghui · Yiwen Tang · Yuhang Tang · Shuai Liang · Songyi Zhu · Ziqin Xiong · Yifei Su · Xinyi Ye · Jianan Li · Yan Ding · Dong Wang · Zhigang Wang · Bin Zhao · Xuelong Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1307
Test-Time Mixture of World Models for Embodied Agents in Dynamic Environments
In Poster Session 2 Pavilion 3
Jinwoo Jang ⋅ Minjong Yoo ⋅ Sihyung Yoon ⋅ Honguk Woo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4714
GoldenStart: Q-Guided Priors and Entropy Control for Distilling Flow Policies
In Poster Session 2 Pavilion 4
He Zhang · Ying Sun · Hui Xiong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1308
Masked Generative Policy for Robotic Control
In Poster Session 2 Pavilion 3
Lipeng Zhuang ⋅ Shiyu Fan ⋅ Florent P Audonnet ⋅ Yingdong Ru ⋅ Edmond S. L. Ho ⋅ Gerardo Aragon-Camarasa ⋅ Paul Henderson
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4713
Erase to Improve: Erasable Reinforcement Learning for Search-Augmented LLMs
In Poster Session 2 Pavilion 4
Kang An ⋅ Ziliang Wang ⋅ Xuhui Zheng ⋅ FaQiang Qian ⋅ WeiKun Zhang ⋅ Yuhang Wang ⋅ Wu Yichao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4712
Hierarchical Entity-centric Reinforcement Learning with Factored Subgoal Diffusion
In Poster Session 2 Pavilion 4
Dan Haramati · Carl Qi · Tal Daniel · Amy Zhang · Aviv Tamar · George D Konidaris
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1309
Hybrid Training for Vision-Language-Action Models
In Poster Session 2 Pavilion 3
Pietro Mazzaglia ⋅ Cansu Sancaktar ⋅ Markus Peschl ⋅ Daniel Dijkman
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1310
HybridVLA: Collaborative Diffusion and Autoregression in a Unified Vision-Language-Action Model
In Poster Session 2 Pavilion 3
Jiaming Liu · Hao Chen · Zhuoyang Liu · Pengju An · Renrui Zhang · Chenyang Gu · Xiaoqi Li · Ziyu Guo · Sixiang Chen · Mengzhen Liu · Chengkai Hou · Mengdi Zhao · KC Zhou · Pheng-Ann Heng · Shanghang Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4711
Guided Policy Optimization under Partial Observability
In Poster Session 2 Pavilion 4
yueheng li · Guangming Xie · Zongqing Lu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4710
Safe Exploration via Policy Priors
In Poster Session 2 Pavilion 4
Manuel Wendl ⋅ Yarden As ⋅ Manish Prajapat ⋅ Anton Pollak ⋅ Stelian Coros ⋅ Andreas Krause
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1311
MetaVLA: Unified Meta Co-Training for Efficient Embodied Adaptation
In Poster Session 2 Pavilion 3
Chen Li ⋅ Zhantao Yang ⋅ Han Zhang ⋅ Fangyi Chen ⋅ Chenchen Zhu ⋅ Anudeepsekhar Bolimera ⋅ Marios Savvides
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1312
DataMIL: Selecting Data for Robot Imitation Learning with Datamodels
In Poster Session 2 Pavilion 3
Shivin Dass ⋅ Alaa Khaddaj ⋅ Logan Engstrom ⋅ Aleksander Madry ⋅ Andrew Ilyas ⋅ Roberto Martín-Martín
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4709
$\textbf{Re}^{2}$: Unlocking LLM Reasoning via Reinforcement Learning with Re-solving
In Poster Session 2 Pavilion 4
Pinzheng Wang · Shuli Xu · Juntao Li · Yu Luo · Dong Li · Jianye HAO · Min Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4516
Unified Diffusion VLA: Vision-Language-Action Model via Joint Discrete Denosing Diffusion Process
In Poster Session 2 Pavilion 4
JIAYI CHEN ⋅ Wenxuan Song ⋅ Pengxiang Ding ⋅ Ziyang Zhou ⋅ Han Zhao ⋅ Barrett Tang ⋅ Donglin Wang ⋅ Haoang Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4708
Entropy-preserving reinforcement learning
In Poster Session 2 Pavilion 4
Aleksei Petrenko · Ben Lipkin · Kevin Chen · Erik Wijmans · Marco Cusumano-Towner · Raja Giryes · Philipp Krähenbühl
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1313
MomaGraph: State-Aware Unified Scene Graphs with Vision-Language Models for Embodied Task Planning
In Poster Session 2 Pavilion 3
Yuanchen Ju · Yongyuan Liang · Yen-Jen Wang · Gireesh Nandiraju · Yuanliang Ju · Seungjae (Jay) Lee · Qiao Gu · Elvis Hsieh · Furong Huang · Koushil Sreenath
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4707
Distributions as Actions: A Unified Framework for Diverse Action Spaces
In Poster Session 2 Pavilion 4
Jiamin He ⋅ A. Rupam Mahmood ⋅ Martha White
[ Poster]  [ OpenReview] 
Blog Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2001
Budget Alignment: Making Models Reason in the User's Language
In Poster Session 2 Pavilion 3
Shan Chen ⋅ Jirui Qi ⋅ Zidi Xiong ⋅ Timothy Miller ⋅ Arianna Bisazza ⋅ Raquel Fernández ⋅ Danielle Bitterman
[ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4706
Iterated Q-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning
In Poster Session 2 Pavilion 4
Théo Vincent · Daniel Palenicek · Boris Belousov · Jan Peters · Carlo D'Eramo
[ Poster] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1315
D-REX: Differentiable Real-to-Sim-to-Real Engine for Learning Dexterous Grasping
In Poster Session 2 Pavilion 3
Haozhe Lou · Mingtong Zhang · Haoran Geng · Hanyang Zhou · Sicheng He · Zhiyuan Gao · Siheng Zhao · Jiageng Mao · Pieter Abbeel · Jitendra Malik · Daniel Seita · Yue Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1316
Neural Latent Arbitrary Lagrangian-Eulerian Grids for Fluid-Solid Interaction
In Poster Session 2 Pavilion 3
Shilong Tao · Zhe Feng · Shaohan Chen · Weichen Zhang · Zhanxing Zhu · Yunhuai Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4705
R2PS: Worst-Case Robust Real-Time Pursuit Strategies under Partial Observability
In Poster Session 2 Pavilion 4
Runyu Lu ⋅ Ruochuan Shi ⋅ Yuanheng Zhu ⋅ Dongbin Zhao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1317
Low Rank Transformer for Multivariate Time Series Anomaly Detection and Localization
In Poster Session 2 Pavilion 3
Charalampos Shimillas · Kleanthis Malialis · Konstantinos Fokianos · Marios Polycarpou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4704
Revenue Maximization Under Sequential Price Competition Via The Estimation Of $s$-Concave Demand Functions
In Poster Session 2 Pavilion 4
Daniele Bracale ⋅ Moulinath Banerjee ⋅ Yuekai Sun ⋅ Cong Shi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4703
Sample-Efficient Distributionally Robust Multi-Agent Reinforcement Learning via Online Interaction
In Poster Session 2 Pavilion 4
Zain Ulabedeen Farhat ⋅ Debamita Ghosh ⋅ George Atia ⋅ Yue Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1318
Delta-XAI: A Unified Framework for Explaining Prediction Changes in Online Time Series Monitoring
In Poster Session 2 Pavilion 3
Changhun Kim · Yechan Mun · Hyeongwon Jang · Eunseo Lee · Sangchul Hahn · Eunho Yang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4702
Inter-Agent Relative Representations for Multi-Agent Option Discovery
In Poster Session 2 Pavilion 4
Raul Steleac ⋅ Mohan Sridharan ⋅ David Abel
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1319
CRONOS: Continuous time reconstruction for 4D medical longitudinal series
In Poster Session 2 Pavilion 3
Nico Disch · Saikat Roy · Constantin Ulrich · Yannick Kirchhoff · Maximilian Rokuss · Robin Peretzke · David Zimmerer · Klaus Maier-Hein
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1320
CTBench: Cryptocurrency Time Series Generation Benchmark
In Poster Session 2 Pavilion 3
Yihao Ang · Qiang Wang · Qiang Huang · Yifan Bao · Xinyu Xi · Anthony Tung · Chen Jin · Zhiyong Huang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4701
Optimas: Optimizing Compound AI Systems with Globally Aligned Local Rewards
In Poster Session 2 Pavilion 4
Shirley Wu · Parth Sarthi · Shiyu Zhao · Aaron Lee · Herumb Shandilya · Adrian Mladenic Grobelnik · Nurendra Choudhary · Edward Huang · Karthik Subbian · Linjun Zhang · Diyi Yang · James Y Zou · Jure Leskovec
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1321
MMPD: Diverse Time Series Forecasting via Multi-Mode Patch Diffusion Loss
In Poster Session 2 Pavilion 3
Yunhao Zhang ⋅ Wenyao Hu ⋅ Jiale Zheng ⋅ Lujia Pan ⋅ Junchi Yan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4801
Multi-Action Self-Improvement For Neural Combinatorial Optimization
In Poster Session 2 Pavilion 4
Laurin Luttmann · Lin Xie
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4802
Multi-objective Large Language Model Alignment with Hierarchical Experts
In Poster Session 2 Pavilion 4
Zhuo Li · Guodong DU · Weiyang Guo · Yigeng Zhou · Xiucheng Li · Wenya Wang · Fangming Liu · Yequan Wang · Deheng Ye · Min Zhang · Jing Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1322
COSA: Context-aware Output-Space Adapter for Test-Time Adaptation in Time Series Forecasting
In Poster Session 2 Pavilion 3
Jeonghwan Im ⋅ Hyuk-Yoon Kwon
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4803
Contextual Causal Bayesian Optimisation
In Poster Session 2 Pavilion 4
Vahan Arsenyan ⋅ Antoine Grosnit ⋅ Haitham Bou Ammar ⋅ Arnak Dalalyan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1323
STORM: Synergistic Cross-Scale Spatio-Temporal Modeling for Weather Forecasting
In Poster Session 2 Pavilion 3
Qihe Huang · Zhengyang Zhou · Yangze Li · Jiaming Ma · Kuo Yang · Binwu Wang · Xu Wang · Yang Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4804
Towards High Data Efficiency in Reinforcement Learning with Verifiable Reward
In Poster Session 2 Pavilion 4
Xinyu Tang · Zhenduo Zhang · Yurou Liu · Xin Zhao · zujie wen · Zhiqiang Zhang · JUN ZHOU
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1324
SRT: Super-Resolution for Time Series via Disentangled Rectified Flow
In Poster Session 2 Pavilion 3
Jufang Duan · Shenglong Xiao · Yuren Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4805
From Embedding to Control: Representations for Stochastic Multi-Object Systems
In Poster Session 2 Pavilion 4
Xiaoyuan Cheng ⋅ Yiming Yang ⋅ Wei Jiang ⋅ Chenyang Yuan ⋅ Zhuo Sun ⋅ Yukun Hu
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1325
ICDiffAD: Implicit Conditioning Diffusion Model for Time Series Anomaly Detection
In Poster Session 2 Pavilion 3
Fan Zhang · Sinchee Chin · Jing-Hao Xue · Wenming Yang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4806
Enhancing Language Model Reasoning with Structured Multi-Level Modeling
In Poster Session 2 Pavilion 4
Siheng Xiong ⋅ Ali Payani ⋅ Faramarz Fekri
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1326
Semantic-Enhanced Time-Series Forecasting via Large Language Models
In Poster Session 2 Pavilion 3
Hao Liu · Zhang xiaoxing · Chun Yang · Xiaobin Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4807
Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents
In Poster Session 2 Pavilion 4
Yaorui SHI · Yuxin Chen · Siyuan Wang · Sihang Li · Hengxing Cai · Qi GU · Xiang Wang · An Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1426
Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning
In Poster Session 2 Pavilion 3
Yuanzhao Zhang · William Gilpin
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4808
Accelerated Learning with Linear Temporal Logic using Differentiable Simulation
In Poster Session 2 Pavilion 4
Alper Kamil Bozkurt · Calin Belta · Ming Lin
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1425
Are Global Dependencies Necessary? Scalable Time Series Forecasting via Local Cross-Variate Modeling
In Poster Session 2 Pavilion 3
Kun Liu · Renjun Jia · Ruifeng Yang · Xirui Zeng · Yuqi Liang · Cen Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4809
Getting Your LLMs Ready for Reinforcement Learning with Lightweight SFT
In Poster Session 2 Pavilion 4
Xinran Li ⋅ Guangda Huzhang ⋅ Siqi Shen ⋅ Qing-Guo Chen ⋅ Zhao Xu ⋅ Weihua Luo ⋅ Kaifu Zhang ⋅ Jun Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1424
CTC-DRO: Robust Optimization for Reducing Language Disparities in Speech Recognition
In Poster Session 2 Pavilion 3
Martijn Bartelds ⋅ Ananjan Nandi ⋅ Moussa Koulako Bala Doumbouya ⋅ Dan Jurafsky ⋅ Tatsunori Hashimoto ⋅ Karen Livescu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1423
Demystifying Deep Search: A Holistic Evaluation with Hint-free Multi-Hop Questions and Factorised Metrics
In Poster Session 2 Pavilion 3
Maojia Song · Liu Renhang · Xinyu Wang · Yong Jiang · Pengjun Xie · Fei Huang · Soujanya Poria · Jingren Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4810
LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities
In Poster Session 2 Pavilion 4
Thomas Schmied · Jörg Bornschein · Jordi Grau-Moya · Markus Wulfmeier · Razvan Pascanu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1422
PAMDP: Interact to Persona Alignment via a Partially Observable Markov Decision Process
In Poster Session 2 Pavilion 3
ZHE YANG ⋅ Yi Huang ⋅ Si Chen ⋅ Xiaoting Wu ⋅ Jingyu Yao ⋅ Junlan Feng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4811
J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning
In Poster Session 2 Pavilion 4
Chenxi Whitehouse · Tianlu Wang · Ping Yu · Xian Li · Jason E Weston · Ilia Kulikov · Swarnadeep Saha
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4812
Provable and Practical In-Context Policy Optimization for Self-Improvement
In Poster Session 2 Pavilion 4
Tianrun Yu · Yuxiao Yang · Zhaoyang Wang · Kaixiang Zhao · Porter Jenkins · Xuchao Zhang · Chetan Bansal · Huaxiu Yao · Weitong Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1421
PRISM: Festina Lente Proactivity—Risk-Sensitive, Uncertainty-Aware Deliberation for Proactive Agents
In Poster Session 2 Pavilion 3
Yuxuan Fu · Xiaoyu Tan · Teqi Hao · Chen Zhan · Xihe Qiu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4813
Tina: Tiny Reasoning Models via LoRA
In Poster Session 2 Pavilion 4
Shangshang Wang · Julian Asilis · Ömer Faruk Akgül · Enes Bilgin · Ollie Liu · Willie Neiswanger
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1420
MoL: Adaptive Mixture-of-Length Reasoning for Efficient Question Answering with Context
In Poster Session 2 Pavilion 3
Guocong Li · Jinjian Zhang · Ping Wang · Dongnan Liu · Tian Liang · Qiuyi Qi · Hao Huang · Siyan Guo · Mutian Bao · Wei Zhou · Linjian Mo · Hongxia Xu · JIAN Wu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4814
PEAR: Phase Entropy Aware Reward for Efficient Reasoning
In Poster Session 2 Pavilion 4
Chen Huang · Wei Lu · Wenxuan Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1419
Log-Augmented Generation: Scaling Test-Time Reasoning with Reusable Computation
In Poster Session 2 Pavilion 3
Peter Baile Chen ⋅ Yi Zhang ⋅ Dan Roth ⋅ Samuel Madden ⋅ Jacob Andreas ⋅ Mike Cafarella
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1418
RPM: Reasoning-Level Personalization for Black-Box Large Language Models
In Poster Session 2 Pavilion 3
Jieyong Kim ⋅ Tongyoung Kim ⋅ SooJin Yoon ⋅ Jaehyung Kim ⋅ Dongha Lee
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4815
Breaking Safety Paradox with Feasible Dual Policy Iteration
In Poster Session 2 Pavilion 4
Yujie Yang · Jinglin Teh · Ziyu Lin · Kaicheng Yu · Tao Zhang · Shengbo Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4816
Helix: Evolutionary Reinforcement Learning for Open-Ended Scientific Problem Solving
In Poster Session 2 Pavilion 4
Chang Su · Zhongkai Hao · Zhizhou Zhang · Zeyu Xia · Youjia Wu · Hang Su · Jun Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1417
Stacked from One: Multi-Scale Self-Injection for Context Window Extension
In Poster Session 2 Pavilion 3
Wei Han · Pan Zhou · Shuicheng YAN
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1416
VisCodex: Unified Multimodal Code Generation via Merging Vision and Coding Models
In Poster Session 2 Pavilion 3
Lingjie Jiang ⋅ Shaohan Huang ⋅ xun wu ⋅ Yixia Li ⋅ Guanhua Chen ⋅ Dongdong Zhang ⋅ Furu Wei
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4817
Strategic Scaling of Test-Time Compute: A Bandit Learning Approach
In Poster Session 2 Pavilion 4
Bowen Zuo ⋅ Yinglun Zhu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1415
DrVoice: Parallel Speech-Text Voice Conversation Model via Dual-Resolution Speech Representations
In Poster Session 2 Pavilion 3
Chao-Hong Tan ⋅ Qian Chen ⋅ Wen Wang ⋅ Chong Deng ⋅ Qinglin Zhang ⋅ Luyao Cheng ⋅ Hai Yu ⋅ Xin Zhang ⋅ Xiang Lyu ⋅ Tianyu Zhao ⋅ Chong Zhang ⋅ Yukun Ma ⋅ Yafeng Chen ⋅ Hui Wang ⋅ Jiaqing Liu ⋅ Xiangang Li ⋅ Jieping Ye
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4818
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems
In Poster Session 2 Pavilion 4
Yuhao Wang · Wenjie Qu · Shengfang ZHAI · Yanze Jiang · Liu Zichen · Yue Liu · Yinpeng Dong · Jiaheng Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1414
Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences
In Poster Session 2 Pavilion 3
Dmitrii Korzh · Dmitrii Tarasov · Artyom Iudin · Elvir Karimov · Matvey Skripkin · Nikita Kuzmin · Andrey Kuznetsov · Oleg Rogov · Ivan Oseledets
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4918
Generalization Below the Edge of Stability: The Role of Data Geometry
In Poster Session 2 Pavilion 4
Tongtong Liang ⋅ Alexander Cloninger ⋅ Rahul Parhi ⋅ Yu-Xiang Wang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4917
From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation
In Poster Session 2 Pavilion 4
Yifu Yuan · Haiqin Cui · Yibin Chen · Zibin Dong · Fei Ni · Longxin Kou · Jinyi Liu · Pengyi Li · YAN ZHENG · Jianye HAO
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1413
RLAD: Training LLMs to Discover Abstractions for Solving Reasoning Problems
In Poster Session 2 Pavilion 3
Yuxiao Qu · Anikait Singh · Yoonho Lee · Amrith Setlur · Russ Salakhutdinov · Chelsea Finn · Aviral Kumar
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1412
FlowNIB: An Information Bottleneck Analysis of Bidirectional vs. Unidirectional Language Models
In Poster Session 2 Pavilion 3
Md Kowsher ⋅ Nusrat Prottasha ⋅ Shiyun Xu ⋅ Shetu Mohanto ⋅ Niloofar Yousefi ⋅ OZLEM GARIBAY ⋅ Chen Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4916
Revisiting Long-context Modeling from Context Denoising Perspective
In Poster Session 2 Pavilion 4
Zecheng Tang · Ji Baibei · Juntao Li · Lijun Wu · Haijia Gui · Min Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4915
Lossless Vocabulary Reduction for Auto-Regressive Language Models
In Poster Session 2 Pavilion 4
Daiki Chijiwa · Taku Hasegawa · Kyosuke Nishida · Shin'ya Yamaguchi · Tomoya Ohba · Tamao Sakao · Susumu Takeuchi
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4914
Gauge Flow Matching: Efficient Constrained Generative Modeling over General Convex Set and Beyond
In Poster Session 2 Pavilion 4
Xinpeng Li · Enming Liang · Minghua Chen
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1410
When Does Divide and Conquer Work for Long Context LLM? A Noise Decomposition Framework
In Poster Session 2 Pavilion 3
Zach Xu ⋅ Shang Zhu ⋅ Jue Wang ⋅ Junlin Wang ⋅ Ben Athiwaratkun ⋅ Chi Wang ⋅ James Y Zou ⋅ Ce Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1409
Can Speech LLMs Think while Listening?
In Poster Session 2 Pavilion 3
Yi-Jen Shih ⋅ Desh Raj ⋅ Chunyang Wu ⋅ Wei Zhou ⋅ SK Bong ⋅ Yashesh Gaur ⋅ Jay Mahadeokar ⋅ Ozlem Kalinli ⋅ Mike Seltzer
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4913
Efficient-LVSM: Faster, Cheaper, and Better Large View Synthesis Model via Decoupled Co-Refinement Attention
In Poster Session 2 Pavilion 4
Xiaosong Jia ⋅ Yihang Sun ⋅ Junqi You ⋅ songbur wong ⋅ Zichen Zou ⋅ Junchi Yan ⋅ Zuxuan Wu ⋅ Yu-Gang Jiang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1408
Fine-tuning Done Right in Model Editing
In Poster Session 2 Pavilion 3
Wanli Yang ⋅ Rui Tang ⋅ Hongyu Zang ⋅ Du Su ⋅ Qi Cao ⋅ Jingang Wang ⋅ Huawei Shen ⋅ Xueqi Cheng ⋅ Fei Sun
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4912
PLANETALIGN: A Comprehensive Python Library for Benchmarking Network Alignment
In Poster Session 2 Pavilion 4
Qi Yu · Zhichen Zeng · Yuchen Yan · Zhining Liu · Baoyu Jing · Ruizhong Qiu · Ariful Azad · Hanghang Tong
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4911
CogFlow: Bridging Perception and Reasoning through Knowledge Internalization for Visual Mathematical Problem Solving
In Poster Session 2 Pavilion 4
Shuhang Chen · Yunqiu Xu · Junjie Xie · Aojun Lu · Tao Feng · ZEYING HUANG · ZHANG NING · Yi Sun · Yi Yang · Hangjie Yuan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1407
DirMoE: Dirichlet-Routed Mixture of Experts
In Poster Session 2 Pavilion 3
Amirhossein Vahidi · Hesam Asadollahzadeh · Navid Akhavan Attar · Marie Moullet · Kevin Ly · Xingyi Yang · Mohammad Lotfollahi
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4910
TNT: Improving Chunkwise Training for Test-Time Memorization
In Poster Session 2 Pavilion 4
Zeman Li ⋅ Ali Behrouz ⋅ Yuan Deng ⋅ Peilin Zhong ⋅ Praneeth Kacham ⋅ Mahdi Karami ⋅ Meisam Razaviyayn ⋅ Vahab Mirrokni
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1406
MILCO: Learned Sparse Retrieval Across Languages via a Multilingual Connector
In Poster Session 2 Pavilion 3
Thong Nguyen ⋅ Yibin Lei ⋅ Dylan JH Ju ⋅ Eugene Yang ⋅ Andrew Yates
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3016
Entropy-Monitored Kernelized Token Distillation for Audio-Visual Compression
In Poster Session 2 Pavilion 4
Hyoungseob Park · Lipeng Ke · Pritish Mohapatra · Huajun Ying · sankar venkataraman · Alex Wong
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4909
Robust Spiking Neural Networks Against Adversarial Attacks
In Poster Session 2 Pavilion 4
Shuai Wang · Malu Zhang · Yulin Jiang · Dehao Zhang · Ammar Belatreche · Yu Liang · Yimeng Shan · Zijian Zhou · Yang Yang · Haizhou Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1405
Tokenisation over Bounded Alphabets is Hard
In Poster Session 2 Pavilion 3
Violeta Kastreva ⋅ Philip Whittington ⋅ Dennis Komm ⋅ Tiago Pimentel
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1404
DeepRAG: Thinking to Retrieve Step by Step for Large Language Models
In Poster Session 2 Pavilion 3
Xinyan Guan · Jiali Zeng · Fandong Meng · Chunlei Xin · Yaojie Lu · Hongyu Lin · Xianpei Han · Le Sun · Jie Zhou
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4908
Unified Analyses for Hierarchical Federated Learning: Topology Selection under Data Heterogeneity
In Poster Session 2 Pavilion 4
Ziyi Zhou · Yipeng Li · Xinchen Lyu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1403
TaskCraft: Automated Generation of Agentic Tasks
In Poster Session 2 Pavilion 3
Dingfeng Shi · Jingyi Cao · Qianben Chen · Weichen Sun · Weizhen Li · Hongxuan Lu · Fangchen Dong · Tianrui Qin · Zhu · Minghao Liu · Yuchen Jiang · Jian Yang · Ge Zhang · JIAHENG LIU · Changwang Zhang · Jun Wang · Wangchunshu Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4907
Dual-Robust Cross-Domain Offline Reinforcement Learning Against Dynamics Shifts
In Poster Session 2 Pavilion 4
Zhongjian Qiao · Rui Yang · Jiafei Lyu · Xiu Li · Zhongxiang Dai · Zhuoran Yang · Siyang Gao · Shuang Qiu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4906
Beyond Binary Preferences: A Principled Framework for Reward Modeling with Ordinal Feedback
In Poster Session 2 Pavilion 4
Amirhossein Afsharrad · Ruida Zhou · Luca Viano · Sanjay Lall · Mohammad Ghavamzadeh
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1402
Learning Retrieval Models with Sparse Autoencoders
In Poster Session 2 Pavilion 3
Thibault Formal ⋅ Maxime Louis ⋅ Hervé Déjean ⋅ Stéphane Clinchant
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4905
MTVCraft: Tokenizing 4D Motion for Arbitrary Character Animation
In Poster Session 2 Pavilion 4
Yanbo Ding · Xirui Hu · Guo Zhi · Yan Zhang · Xinrui Wang · Zhixiang He · Chi Zhang · Yali Wang · Xuelong Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1401
SongEcho: Towards Cover Song Generation via Instance-Adaptive Element-wise Linear Modulation
In Poster Session 2 Pavilion 3
Sifei Li · Yang Li · Zizhou Wang · Yuxin Zhang · Fuzhang Wu · Oliver Deussen · Tong-Yee Lee · Weiming Dong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1501
Group Verification-based Policy Optimization for Interactive Coding Agents
In Poster Session 2 Pavilion 3
Silong Dai · Changzhi Sun · Haolun Wu · Huanran Zheng · Tao Ji · Junchi Yan · Yuanbin Wu · Dell Zhang · Xiaoling Wang · Xuelong Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4904
X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model
In Poster Session 2 Pavilion 4
Jinliang Zheng · Jianxiong Li · Zhihao Wang · Dongxiu Liu · Xirui Kang · Yuchun Feng · Yinan Zheng · Jiayin Zou · Yilun Chen · Jia Zeng · Tai Wang · Ya-Qin Zhang · Jingjing Liu · Xianyuan Zhan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1502
When Weak LLMs Speak with Confidence, Preference Alignment Gets Stronger
In Poster Session 2 Pavilion 3
Amirabbas Afzali · Myeongho Jeon · Maria Brbic
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4903
Unifying Formal Explanations: A Complexity-Theoretic Perspective
In Poster Session 2 Pavilion 4
Shahaf Bassan · Xuanxiang Huang · Guy Katz
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4902
MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
In Poster Session 2 Pavilion 4
Hongli Yu · Tinghong Chen · Jiangtao Feng · Jiangjie Chen · Weinan Dai · Qiying Yu · Ya-Qin Zhang · Wei-Ying Ma · Jingjing Liu · Mingxuan Wang · Hao Zhou
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2013
Learning What Reinforcement Learning Can't: Interleaved Online Fine-Tuning for Hardest Questions
In Poster Session 2 Pavilion 3
Lu Ma ⋅ Hao Liang ⋅ Meiyi Qiang ⋅ Lexiang Tang ⋅ Xiaochen Ma ⋅ Zhen Wong ⋅ Junbo Niu ⋅ Chengyu Shen ⋅ Runming He ⋅ Yanhao Li ⋅ Wentao Zhang ⋅ Bin CUI
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1503
Same Content, Different Representations: A Controlled Study for Table QA
In Poster Session 2 Pavilion 3
Yue Zhang ⋅ Seiji Maekawa ⋅ Nikita Bhutani
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4901
Reinforcing Diffusion Models by Direct Group Preference Optimization
In Poster Session 2 Pavilion 4
Yihong Luo ⋅ Tianyang Hu ⋅ Jing Tang
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1504
Process-Verified Reinforcement Learning for Theorem Proving via Lean
In Poster Session 2 Pavilion 3
Minsu Kim · Se-Young Yun
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1505
Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs
In Poster Session 2 Pavilion 3
Yumin Choi ⋅ Dongki Kim ⋅ Jinheon Baek ⋅ Sung Ju Hwang
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5001
Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs
In Poster Session 2 Pavilion 4
Xumeng Wen · Zihan Liu · Shun Zheng · Shengyu Ye · Zhirong Wu · Yang Wang · Zhijian Xu · Xiao Liang · Junjie Li · Ziming Miao · Jiang Bian · Mao Yang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4301
Prior-based Noisy Text Data Filtering: Fast and Strong Alternative For Perplexity
In Poster Session 2 Pavilion 4
Yeongbin Seo ⋅ Gayoung Kim ⋅ Jaehyung Kim ⋅ Jinyoung Yeo
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1506
ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction
In Poster Session 2 Pavilion 3
Xingshan Zeng · Weiwen Liu · Lingzhi Wang · Liangyou Li · Fei Mi · Yasheng Wang · Lifeng Shang · Xin Jiang · Qun Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5002
Goedel-Prover-V2: Scaling Formal Theorem Proving with Scaffolded Data Synthesis and Self-Correction
In Poster Session 2 Pavilion 4
Yong Lin · Shange Tang · Bohan Lyu · Ziran Yang · Jui-Hui Chung · Haoyu Zhao · Lai Jiang · Yihan Geng · Jiawei Ge · Jingruo Sun · Jiayun Wu · Jiri Gesi · Ximing Lu · David Acuna · Kaiyu Yang · Hongzhou Lin · Yejin Choi · Danqi Chen · Sanjeev Arora · Chi Jin
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5003
UNDERSTANDING TRANSFORMERS FOR TIME SERIES FORECASTING: A CASE STUDY ON MOIRAI
In Poster Session 2 Pavilion 4
Yu-Hsuan Wu · Yihan He · Yuan Cao · Jianqing Fan · Han Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1507
XModBench: Benchmarking Cross-Modal Capabilities and Consistency in Omni-Language Models
In Poster Session 2 Pavilion 3
Xingrui Wang ⋅ Jiang Liu ⋅ Chao Huang ⋅ Xiaodong Yu ⋅ Ze Wang ⋅ Ximeng Sun ⋅ Jialian Wu ⋅ Alan Yuille ⋅ Emad Barsoum ⋅ Zicheng Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5004
WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
In Poster Session 2 Pavilion 4
Zhengwei Tao · Jialong Wu · Wenbiao Yin · Pu Wu · Junkai Zhang · Baixuan Li · Haiyang SHEN · Kuan Li · Liwen Zhang · Xinyu Wang · Wentao Zhang · Yong Jiang · Pengjun Xie · Fei Huang · Jingren Zhou
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1508
Strategic Planning and Rationalizing on Trees Make LLMs Better Debaters
In Poster Session 2 Pavilion 3
Danqing Wang ⋅ Zhuorui Ye ⋅ Xinran Zhao ⋅ Fei Fang ⋅ Lei Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5005
ST-SimDiff: Balancing Spatiotemporal Similarity and Difference for Efficient Video Understanding with MLLMs
In Poster Session 2 Pavilion 4
Bingjun Luo · Tony Wang · Chaoqi Chen · Xinpeng Ding
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1509
Beyond the Known: An Unknown-Aware Large Language Model for Open-Set Text Classification
In Poster Session 2 Pavilion 3
Xi Chen · Chuan Qin · Ziqi Wang · Shasha Hu · Chao Wang · Hengshu Zhu · Hui Xiong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1510
MARS-Sep: Multimodal-Aligned Reinforced Sound Separation
In Poster Session 2 Pavilion 3
Zihan Zhang · Xize Cheng · Zhennan Jiang · Dongjie Fu · Jingyuan Chen · Zhou Zhao · Tao Jin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5006
Webscale-RL: Automated Data Pipeline for Scaling RL Data to Pretraining Levels
In Poster Session 2 Pavilion 4
Zhepeng Cen · Haolin Chen · Shiyu Wang · Zuxin Liu · Zhiwei Liu · DING ZHAO · Caiming Xiong · Huan Wang · Weiran Yao
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5007
Thyme: Think Beyond Images
In Poster Session 2 Pavilion 4
YiFan Zhang · Xingyu Lu · Shukang Yin · Chaoyou Fu · Wei Chen · Xiao Hu · Bin Wen · Kaiyu Jiang · Changyi Liu · Tianke Zhang · Haonan fan · Kaibing Chen · Jiankang Chen · Haojie Ding · Kaiyu Tang · Zhang Zhang · Liang Wang · Fan Yang · Tingting Gao · Guorui Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1511
Incentivizing Agentic Reasoning in LLM Judges via Tool-Integrated Reinforcement Learning
In Poster Session 2 Pavilion 3
Ran Xu · Jingjing Chen · Jiayu Ye · Yu Wu · Jun Yan · Carl Yang · Hongkun Yu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5008
$\mu$LO: Compute-Efficient Meta-Generalization of Learned Optimizers
In Poster Session 2 Pavilion 4
Benjamin Thérien · Charles-Étienne Joseph · Boris Knyazev · Edouard Oyallon · Irina Rish · Eugene Belilovsky
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1512
Token-Based Audio Inpainting via Discrete Diffusion
In Poster Session 2 Pavilion 3
Tali Dror · Iftach Shoham · Moshe Buchris · Oren Gal · Haim Permuter · Gilad Katz · Eliya Nachmani
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5009
DND: Boosting Large Language Models with Dynamic Nested Depth
In Poster Session 2 Pavilion 4
Tieyuan Chen · Xiaodong Chen · Haoxing Chen · Zhenzhong Lan · Weiyao Lin · Jianguo Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1513
R-Zero: Self-Evolving Reasoning LLM from Zero Data
In Poster Session 2 Pavilion 3
Chengsong Huang · Wenhao Yu · Xiaoyang Wang · Hongming Zhang · Zongxia Li · Ruosen Li · Jiaxin Huang · Haitao Mi · Dong Yu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1514
TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
In Poster Session 2 Pavilion 3
Liang-Hsuan Tseng ⋅ Yi-Chang Chen ⋅ Kuan Lee ⋅ Da-shan Shiu ⋅ Hung-yi Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5010
Spatially Guided Training for Vision-Language-Action Model
In Poster Session 2 Pavilion 4
Jinhui Ye · Fangjing Wang · Ning Gao · Junqiu Yu · Yangkun Zhu · Bin Wang · Jinyu Zhang · Weiyang Jin · Yanwei Fu · Feng Zheng · Yilun Chen · Jiangmiao Pang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1515
PuzzleWorld: A Benchmark for Multimodal, Open-Ended Reasoning in Puzzlehunts
In Poster Session 2 Pavilion 3
Hengzhi Li · Justin Zhang · Brendon Jiang · Alexander Naehu · Regan Song · Megan Tjandrasuwita · Chanakya Ekbote · Steven-Shine Chen · Adithya Balachandran · Wei Dai · Rebecca Chang · Paul Liang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5011
Scaling Agent Learning via Experience Synthesis
In Poster Session 2 Pavilion 4
Zhaorun Chen · Zhuokai Zhao · Kai Zhang · Bo Liu · Qi Qi · Yifan Wu · Tarun Kalluri · Xuefei Cao · Yuanhao Xiong · Haibo Tong · Huaxiu Yao · Hengduo Li · Jiacheng Zhu · Xian Li · Dawn Song · Bo Li · Jason E Weston · Dat Huynh
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5012
SenseFlow: Scaling Distribution Matching for Flow-based Text-to-Image Distillation
In Poster Session 2 Pavilion 4
Xingtong Ge · Xin Zhang · Tongda Xu · Yi Zhang · Xinjie Zhang · Yan Wang · Jun Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1516
STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models
In Poster Session 2 Pavilion 3
Cheng-Han Chiang ⋅ Xiaofei Wang ⋅ Linjie Li ⋅ Chung-Ching Lin ⋅ Kevin Lin ⋅ Shujie LIU ⋅ Zhendong Wang ⋅ Zhengyuan Yang ⋅ Hung-yi Lee ⋅ Lijuan Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5013
Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
In Poster Session 2 Pavilion 4
Mike Merrill · Alexander Shaw · Nicholas Carlini · Boxuan Li · Harsh Raj · Ivan Bercovich · Lin Shi · Jeong Shin · Thomas Walshe · E. Kelly Buchanan · Junhong Shen · Guanghao Ye · Haowei Lin · Jason Poulos · Maoyu Wang · Marianna Nezhurina · Di Lu · Orfeas Menis Mastromichalakis · Zhiwei Xu · Zizhao Chen · Yue Liu · Robert Zhang · Leon Liangyu Chen · Anurag Kashyap · Jan-Lucas Uslu · Jeffrey Li · Jianbo Wu · Minghao Yan · Song Bian · Vedang Sharma · Ke Sun · Steven Dillmann · Akshay Anand · Andrew Lanpouthakoun · Bardia Koopah · Changran Hu · Etash Guha · Gabriel Dreiman · Jiacheng Zhu · Karl Krauth · Li Zhong · Niklas Muennighoff · Robert Amanfu · Shangyin Tan · Shreyas Pimpalgaonkar · Tushar Aggarwal · Xiangning Lin · Xin Lan · Xuandong Zhao · Yiqing Liang · Yuanli Wang · Zilong (Ryan) Wang · Changzhi Zhou · David Heineman · Hange Liu · Harsh Trivedi · John Yang · Junhong Lin · Manish Shetty · Michael Yang · Nabil Omi · Negin Raoof · Shanda Li · Terry Yue Zhuo · Wuwei Lin · Yiwei Dai · Yuxin Wang · Wenhao Chai · Shang Zhou · Dariush Wahdany · Ziyu She · Jiaming Hu · Zhikang Dong · Yuxuan Zhu · Sasha Cui · Ahson Saiyed · Arinbjörn Kolbeinsson · Christopher Rytting · Ryan Marten · Yixin Wang · Jenia Jitsev · Alex Dimakis · Andy Konwinski · Ludwig Schmidt
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1517
BrowseNet: Graph-Based Associative Memory for Contextual Information Retrieval
In Poster Session 2 Pavilion 3
PAVAN KUMAR SANTHANA KRISHNAN · Kiran Kumar Nakka · C Reddy · Divyateja Pasupuleti · Prakhar Agarwal · Harpinder Singh · Anshu Avinash · Nirav Bhatt
[ Poster]  [ OpenReview] 
Blog Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1518
UnigramLM: An Attempt at Writing The Missing Manual
In Poster Session 2 Pavilion 3
Clara Meister
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5014
How Text Quality Interventions Reshape Neural Scaling Laws for LLMs: Empirical Study
In Poster Session 2 Pavilion 4
Newsha Ardalani · Feiyang Kang · Michael Kuchnik · Mostafa Elhoushi · Shubho Sengupta · Shang-Wen Li · Carole-Jean Wu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1519
Decoding Dynamic Visual Experience from Calcium Imaging via Cell-Pattern-Aware Pretraining
In Poster Session 2 Pavilion 3
Sangyoon Bae · Mehdi Azabou · Blake A Richards · Jiook Cha
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5015
Efficient Differentiable Contact Model with Long-range Influence
In Poster Session 2 Pavilion 4
XIAOHAN YE ⋅ Kui Wu ⋅ Taku Komura ⋅ zherong pan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5016
From Assistant to Independent Developer — Are GPTs Ready for Software Development?
In Poster Session 2 Pavilion 4
Dezhi Ran · Yuan Cao · Mengzhou Wu · Simin Chen · Yuzhe Guo · Jun Ren · Zihe Song · Hao Yu · Jialei Wei · Linyi Li · Wei Yang · Baishakhi Ray · Tao Xie
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1520
Modeling Others' Minds as Code
In Poster Session 2 Pavilion 3
Kunal Jha · Aydan Huang · Eric Ye · Natasha Jaques · Max Kleiman-Weiner
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1715
CloDS: Visual-Only Unsupervised Cloth Dynamics Learning in Unknown Conditions
In Poster Session 2 Pavilion 3
Yuliang Zhan ⋅ li jian ⋅ Wenbing Huang ⋅ Yang Liu ⋅ Hao Sun
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1521
Continuous multinomial logistic regression for neural decoding
In Poster Session 2 Pavilion 3
Rupasinghe Arachchige Anuththara Rupasinghe ⋅ Jonathan Pillow
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1522
Otters: An Energy-Efficient Spiking Transformer via Optical Time-to-First-Spike Encoding
In Poster Session 2 Pavilion 3
Zhanglu Yan ⋅ Jiayi Mao ⋅ Qianhui Liu ⋅ Fanfan Li ⋅ Tao Luo ⋅ Gang Pan ⋅ Bowen Zhu ⋅ Weng-Fai Wong
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5018
Rectified Decoupled Dataset Distillation: A Closer Look for Fair and Comprehensive Evaluation
In Poster Session 2 Pavilion 4
Xinhao Zhong · Shuoyang Sun · Xulin Gu · Chenyang Zhu · Bin Chen · Yaowei Wang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1523
Towards Lossless Memory-efficient Training of Spiking Neural Networks via Gradient Checkpointing and Spike Compression
In Poster Session 2 Pavilion 3
Yifan Huang · Wei Fang · Zecheng Hao · Zhengyu Ma · Yonghong Tian
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5118
DistDF: Time-series Forecasting Needs Joint-distribution Wasserstein Alignment
In Poster Session 2 Pavilion 4
Hao Wang · Licheng Pan · Yuan Lu · Zhixuan Chu · Xiaoxi Li · Shuting He · Zi Chan · Qingsong Wen · Haoxuan Li · Zhouchen Lin
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5117
DiffusionNFT: Online Diffusion Reinforcement with Forward Process
In Poster Session 2 Pavilion 4
Kaiwen Zheng · Huayu Chen · Haotian Ye · Haoxiang Wang · Qinsheng Zhang · Kai Jiang · Hang Su · Stefano Ermon · Jun Zhu · Ming-Yu Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1524
Neural Dynamics Self-Attention for Spiking Transformers
In Poster Session 2 Pavilion 3
Dehao Zhang · Fukai Guo · Shuai Wang · Jingya Wang · Jieyuan Zhang · Yimeng Shan · Malu Zhang · Yang Yang · Haizhou Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1525
Decoding Open-Ended Information Seeking Goals from Eye Movements in Reading
In Poster Session 2 Pavilion 3
Hadar · Omer Shubi · Yoav Meiri · Amit Heshes · Yevgeni Berzak
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5116
LogiConBench: Benchmarking Logical Consistencies of LLMs
In Poster Session 2 Pavilion 4
Zheng Chen · Chuan Zhou · Fengxiang Cheng · Tin Po Yip · Fenrong Liu · Yisen Wang · Jiajun Chai · Xiaohan Wang · Guojun Yin · Wei Lin · Bo Li · Haoxuan Li · Zhouchen Lin
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5115
Grounding and Enhancing Informativeness and Utility in Dataset Distillation
In Poster Session 2 Pavilion 4
Shaobo Wang · Yantai Yang · Guo Chen · Peiru Li · Kaixin Li · Yufa Zhou · Zhaorun Chen · Linfeng Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1526
Using Reinforcement Learning to Train Large Language Models to Explain Human Decisions
In Poster Session 2 Pavilion 3
Jian-Qiao Zhu · Hanbo Xie · Dilip Arumugam · Robert Wilson · Thomas L. Griffiths
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5114
Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners
In Poster Session 2 Pavilion 4
Xin Xu · Clive Bai · Kai Yang · Tianhao Chen · Yang Wang · Saiyong Yang · Can Yang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1626
TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction
In Poster Session 2 Pavilion 3
Stéphane d'Ascoli · Jérémy Rapin · Yohann Benchetrit · Hubert Banville · Jean-Remi King
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5113
Boosting Multi-Domain Reasoning of LLMs via Curvature-Guided Policy Optimization
In Poster Session 2 Pavilion 4
Xize Liang ⋅ Lin Yang ⋅ Jie Wang ⋅ Rui Liu ⋅ Yang Lu ⋅ Jinliang Zeng ⋅ Hanzhu Chen ⋅ Dong Li ⋅ Jianye Hao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1625
Neuro-Symbolic Decoding of Neural Activity
In Poster Session 2 Pavilion 3
Yanchen Wang · Joy Hsu · Ehsan Adeli · Jiajun Wu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5112
ProSafePrune: Projected Safety Pruning for Mitigating Over-Refusal in LLMs
In Poster Session 2 Pavilion 4
Zijun Chen · Wenbo Hu · Ya Li · Lei Miao · Guoping Hu · Richang Hong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1624
A Hierarchical Circuit Symbolic Discovery Framework for Efficient Logic Optimization
In Poster Session 2 Pavilion 3
Yinqi Bai · Jie Wang · Tong Xialiang · Longdi Pan · Jilai Pan · Mingxuan Yuan · Jianye HAO
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5111
Understanding the Mechanisms of Fast Hyperparameter Transfer
In Poster Session 2 Pavilion 4
Nikhil Ghosh · Denny Wu · Alberto Bietti
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1623
Training Deep Normalization-Free Spiking Neural Networks with Lateral Inhibition
In Poster Session 2 Pavilion 3
Peiyu Liu ⋅ Jianhao Ding ⋅ Zhaofei Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5110
Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models
In Poster Session 2 Pavilion 4
Yanjiang Liu · Shuheng Zhou · Yaojie Lu · Huijia Zhu · Weiqiang Wang · Hongyu Lin · Ben He · Xianpei Han · Le Sun
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1201
Read the Room: Video Social Reasoning with Mental-Physical Causal Chains
In Poster Session 2 Pavilion 3
Lixing Niu ⋅ Jiapeng Li ⋅ Xingping Yu ⋅ Xinyi Dong ⋅ Shu Wang ⋅ Ruining Feng ⋅ Bo Wu ⋅ Ping Wei ⋅ Yisen Wang ⋅ Lifeng Fan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1621
LaVCa: LLM-assisted Visual Cortex Captioning
In Poster Session 2 Pavilion 3
Takuya Matsuyama ⋅ Shinji Nishimoto ⋅ Yu Takagi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5109
Transfer Learning in Infinite Width Feature Learning Networks
In Poster Session 2 Pavilion 4
Clarissa Lauditi · Blake Bordelon · Cengiz Pehlevan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1620
Homeostatic Adaptation of Optimal Population Codes under Metabolic Stress
In Poster Session 2 Pavilion 3
Yi-Chun Hung ⋅ Gregory Schwartz ⋅ Emily Cooper ⋅ Emma Alexander
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5108
Align Your Structures: Generating Trajectories with Structure Pretraining for Molecular Dynamics
In Poster Session 2 Pavilion 4
Aniketh Iyengar · Jiaqi Han · Pengwei Sun · Mingjian Jiang · Jianwen Xie · Stefano Ermon
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1619
Bidirectional Predictive Coding
In Poster Session 2 Pavilion 3
Gaspard Oliviers ⋅ Mufeng Tang ⋅ Rafal Bogacz
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5106
Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking
In Poster Session 2 Pavilion 4
Zhengwei Tao · Haiyang SHEN · Baixuan Li · Wenbiao Yin · Jialong Wu · Kuan Li · Zhongwang Zhang · Huifeng Yin · Rui Ye · Yong Jiang · Pengjun Xie · Fei Huang · Jingren Zhou · Wentao Zhang · Yun Ma · Zhiqiang Gao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1618
ECHO: Toward Contextual Seq2Seq Paradigms in Large EEG Models
In Poster Session 2 Pavilion 3
Chenyu Liu · Yuqiu Deng · Tianyu Liu · Jinan Zhou · XINLIANG ZHOU · Ziyu Jia · Yi Ding
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1617
CaRe-BN: Precise Moving Statistics for Stabilizing Spiking Neural Networks in Reinforcement Learning
In Poster Session 2 Pavilion 3
Zijie Xu · Xinyu Shi · Yiting Dong · Zihan Huang · Zhaofei Yu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5105
ArtUV: Artist-style UV Unwrapping
In Poster Session 2 Pavilion 4
yuguang chen · Xinhai Liu · YANG LI · Victor Cheung · Zhuo Chen · Dongyu Zhang · Chunchao Guo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5104
ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization
In Poster Session 2 Pavilion 4
Guoxin Chen · Wu Jing · Xinjie Chen · Xin Zhao · Ruihua Song · Chengxi Li · Kai Fan · Dayiheng Liu · Minpeng Liao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1616
SAFA-SNN: Sparsity-Aware On-Device Few-Shot Class-Incremental Learning with Fast-Adaptive Structure of Spiking Neural Network
In Poster Session 2 Pavilion 3
Huijing Zhang ⋅ Muyang Cao ⋅ Linshan Jiang ⋅ Xin Du ⋅ Di Yu ⋅ Changze Lv ⋅ Shuiguang Deng
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5103
Learning Shrinks the Hard Tail: Training‑Dependent Inference Scaling in a Solvable Linear Model
In Poster Session 2 Pavilion 4
Noam Levi
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1615
Meta-Learning Theory-Informed Inductive Biases using Deep Kernel Gaussian Processes
In Poster Session 2 Pavilion 3
Bahti Zakirov · Gasper Tkacik
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1614
InputDSA: Demixing, then comparing recurrent and externally driven dynamics
In Poster Session 2 Pavilion 3
Ann Huang · Mitchell Ostrow · Satpreet H Singh · Leo Kozachkov · Ila Fiete · Kanaka Rajan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5102
I2Mole: Interaction-aware Invariant Molecular Learning For Generalizable Property Prediction
In Poster Session 2 Pavilion 4
Wenjie Du · Jiahui Zhang · Xuqiang Li · Sihan Wang · Zhengyang Zhou · Hongxin Xiang · Jun Xia · Ye Wei · Yang Wang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5101
Phantom-Data: Towards a General Subject-Consistent Video Generation Dataset
In Poster Session 2 Pavilion 4
Zhuowei Chen · Bingchuan Li · Tianxiang Ma · Lijie Liu · Mingcong Liu · Yunsheng Jiang · Li · Xinghui Li · Liyang Chen · SiYu Zhou · Qian HE · Xinglong Wu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1613
MindMix: A Multimodal Foundation Model for Auditory Perception Decoding via Deep Neural-Acoustic Alignment
In Poster Session 2 Pavilion 3
RUI LIU · Zhige Chen · Pengshu · Wenlong You · Zhi-An Huang · Jibin Wu · KC Tan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1612
From Reproduction to Replication: Evaluating Research Agents with Progressive Code Masking
In Poster Session 2 Pavilion 3
Gyeongwon J Kim ⋅ Alex Wilf ⋅ Louis-Philippe Morency ⋅ Daniel Fried
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5201
FastVMT: Eliminating Redundancy in Video Motion Transfer
In Poster Session 2 Pavilion 4
Yue Ma ⋅ Zhikai Wang ⋅ Tianhao Ren ⋅ Mingzhe Zheng ⋅ Hongyu Liu ⋅ Jiayi Guo ⋅ Kunyu Feng ⋅ Yuxuan Xue ⋅ Zixiang Zhao ⋅ Konrad Schindler ⋅ Qifeng Chen ⋅ Linfeng Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3215
Flow Autoencoders are Effective Protein Tokenizers
In Poster Session 2 Pavilion 4
Rohit Dilip ⋅ Evan Zhang ⋅ Ayush Varshney ⋅ David Van Valen
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1611
Agnostics: Learning to Synthesize Code in Any Programming Language with a Universal Reinforcement Learning Environment
In Poster Session 2 Pavilion 3
Aleksander Boruch-Gruszecki ⋅ Yangtian Zi ⋅ Zixuan Wu ⋅ Tejas Oberoi ⋅ Carolyn Anderson ⋅ Joydeep Biswas ⋅ Arjun Guha
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5202
We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning
In Poster Session 2 Pavilion 4
Runqi Qiao · Qiuna qiuna · Peiqing Yang · Yanzi Wang · Xiaowan Wang · Enhui Wan · Guanting Dong · Shiqiang Lang · Sitong Zhou · Yida Xu · Yuchen Zeng · Jie Wang · Chong Sun · Chen Li · Honggang Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1610
Virne: A Comprehensive Benchmark for RL-based Network Resource Allocation in NFV
In Poster Session 2 Pavilion 3
Tianfu Wang · Liwei Deng · Xi Chen · Junyang Wang · Huiguo He · Zhengyu Hu · Wei Wu · Leilei Ding · Qilin Fan · Hui Xiong
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5203
Exchangeability of GNN Representations with Applications to Graph Retrieval
In Poster Session 2 Pavilion 4
Kartik Nair ⋅ Indradyumna Roy ⋅ Soumen Chakrabarti ⋅ Anirban Dasgupta ⋅ Abir De
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1609
AlphaBench: Benchmarking Large Language Models in Formulaic Alpha Factor Mining
In Poster Session 2 Pavilion 3
Haochen Luo ⋅ HoTin Ko ⋅ Jiandong Chen ⋅ David Sun ⋅ Yuan Zhang ⋅ Chen Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5204
Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs
In Poster Session 2 Pavilion 4
Haochen Wang · Yuhao Wang · Tao Zhang · Yikang Zhou · Yanwei Li · Jiacong Wang · Jiani zheng · Ye Tian · Jiahao Meng · Zilong Huang · Guangcan Mai · Anran Wang · Yunhai Tong · Zhuochen Wang · Xiangtai Li · Zhaoxiang Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1608
Human Behavior Atlas: Benchmarking Unified Psychological And Social Behavior Understanding
In Poster Session 2 Pavilion 3
Keane Ong ⋅ Wei Dai ⋅ Carol Li ⋅ Dewei Feng ⋅ Hengzhi Li ⋅ Jingyao Wu ⋅ Jiaee Cheong ⋅ Rui Mao ⋅ Gianmarco Mengaldo ⋅ Erik Cambria ⋅ Paul Liang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5205
Sample-efficient evidence estimation of score based priors for model selection
In Poster Session 2 Pavilion 4
Frederic Wang · Katherine Bouman
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1607
MobileKGQA: On-Device KGQA System on Dynamic Mobile Environments
In Poster Session 2 Pavilion 3
JUNYONG AHN ⋅ Hyeongrok Han ⋅ Bong Gyun Kang ⋅ Jisoo Mok ⋅ Byunghan Lee ⋅ Sungroh Yoon
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5206
RefineBench: Evaluating Refinement Capability of Language Models via Checklists
In Poster Session 2 Pavilion 4
Young-Jun Lee ⋅ Seungone Kim ⋅ Byung-Kwan Lee ⋅ Minkyeong Moon ⋅ Yechan Hwang ⋅ Jong Myoung Kim ⋅ Graham Neubig ⋅ Sean Welleck ⋅ Ho-Jin Choi
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1606
AutoGPS: Automated Geometry Problem Solving via Multimodal Formalization and Deductive Reasoning
In Poster Session 2 Pavilion 3
Bowen Ping · Minnan Luo · Zhuohang Dang · Chenxi Wang · Chengyou Jia
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5207
InnoGym: Benchmarking the Innovation Potential of AI Agents
In Poster Session 2 Pavilion 4
Jintian Zhang · Kewei Xu · Jingsheng Zheng · Zhuoyun Yu · Yuqi Zhu · Yujie Luo · Lanning Wei · Shuofei Qiao · Lun Du · Da Zheng · Shumin Deng · Huajun Chen · Ningyu Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5208
Inoculation Prompting: Eliciting traits from LLMs during training can reduce trait expression at test-time
In Poster Session 2 Pavilion 4
Daniel Tan · Anders Woodruff · Niels Warncke · Arun Jose · Maxime Riché · David Demitri Africa · Mia Taylor
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1605
ELLMob: Event-Driven Human Mobility Generation with Self-Aligned LLM Framework
In Poster Session 2 Pavilion 3
Yusong Wang · Chuang Yang · Jiawei Wang · Xiaohang Xu · Jiayi Xu · Dongyuan Li · Chuan Xiao · Renhe Jiang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1604
AVEX: What Matters for Animal Vocalization Encoding
In Poster Session 2 Pavilion 3
Marius Miron ⋅ David Robinson ⋅ Milad Alizadeh ⋅ Ellen Gilsenan-McMahon ⋅ Gagan Narula ⋅ Emmanuel Chemla ⋅ Maddie Cusimano ⋅ Felix Effenberger ⋅ Masato Hagiwara ⋅ Benjamin Hoffman ⋅ Sara Keen ⋅ Diane Kim ⋅ Jane Lawton ⋅ Jen-Yu Liu ⋅ Aza Raskin ⋅ Olivier Pietquin ⋅ Matthieu Geist
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5209
Geometric Constraints for Small Language Models to Understand and Expand Scientific Taxonomies
In Poster Session 2 Pavilion 4
Liri Fang · Dongqi Fu · Jiawei Han · Jingrui He · Vetle Torvik
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1603
EXP-Bench: Can AI Conduct AI Research Experiments?
In Poster Session 2 Pavilion 3
Patrick Tser Jern Kon · Qiuyi Ding · Jiachen Liu · Xinyi Zhu · Jingjia Peng · Jiarong Xing · Yibo Huang · Yiming Qiu · Jayanth Srinivasa · Myungjin Lee · Mosharaf Chowdhury · Matei Zaharia · Ang Chen
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5210
Safety at One Shot: Patching Fine-Tuned LLMs with A Single Instance
In Poster Session 2 Pavilion 4
Jiawen Zhang · Lipeng He · Kejia Chen · Jian Lou · Jian Liu · Xiaohu Yang · Ruoxi Jia
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1602
Go-Browse: Training Web Agents with Structured Exploration
In Poster Session 2 Pavilion 3
Apurva Gandhi · Graham Neubig
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5211
Where Did This Sentence Come From? Tracing Provenance in LLM Reasoning Distillation
In Poster Session 2 Pavilion 4
kaiyuan liu · Shaotian Yan · Rui Miao · Bing Wang · Chen Shen · Jun Zhang · Jieping Ye
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1601
SMAN-Bench: A Cross-System Benchmark for Mobile Agents under Single- and Multi-path, Ambiguous, and Noisy Tasks
In Poster Session 2 Pavilion 3
Weikai Xu ⋅ Zhizheng Jiang ⋅ Yuxuan Liu ⋅ Pengzhi Gao ⋅ WEI LIU ⋅ Jian Luan ⋅ Yunxin Liu ⋅ Yuanchun Li ⋅ Bin Wang ⋅ Bo An
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5212
LiveClin: A Live Clinical Benchmark without Leakage
In Poster Session 2 Pavilion 4
Xidong Wang · Guo shuqi · YUE SHEN · Junying Chen · Jian Wang · Jinjie Gu · Ping Zhang · Lei Liu · Wang Benyou
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1701
Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling
In Poster Session 2 Pavilion 3
Beomgu Kang · Hyunseok Seo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5213
Reasoned Safety Alignment: Ensuring Jailbreak Defense via Answer-Then-Check
In Poster Session 2 Pavilion 4
Chentao Cao ⋅ Xiaojun Xu ⋅ Bo Han ⋅ Hang Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1702
Towards a Foundation Model for Crowdsourced Label Aggregation
In Poster Session 2 Pavilion 3
Hao Liu · Jiacheng Liu · Feilong Tang · Long Chen · Jiadi Yu · Yanmin Zhu · Qiwen Dong · Yichuan Yu · Xiaofeng Hou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5214
Reasoning in Space via Grounding in the World
In Poster Session 2 Pavilion 4
Yiming Chen · Zekun Qi · Wenyao Zhang · Xin Jin · Li Zhang · Peidong Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1703
AgentSynth: Scalable Task Generation for Generalist Computer-Use Agents
In Poster Session 2 Pavilion 3
Jingxu Xie · Dylan Xu · Xuandong Zhao · Dawn Song
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5216
In-Context Algorithm Emulation in Fixed-Weight Transformers
In Poster Session 2 Pavilion 4
Jerry Yao-Chieh Hu · Hude Liu · Jennifer Zhang · Han Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1704
NetArena: Dynamic Benchmarks for AI Agents in Network Automation
In Poster Session 2 Pavilion 3
Yajie (Lesley) Zhou · Jiajun Ruan · Eric Wang · Sadjad Fouladi · Francis Yan · Kevin Hsieh · Zaoxing Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5217
InfoMosaic-Bench: Evaluating Multi-Source Information Seeking in Tool-Augmented Agents
In Poster Session 2 Pavilion 4
Yaxin Du · Yuanshuo Zhang · Xiyuan Yang · Yifan Zhou · Cheng Wang · Gongyi Zou · Xianghe Pang · WenHao Wang · Menglan Chen · Shuo Tang · Siheng Chen
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1705
Grounding Computer Use Agents on Human Demonstrations
In Poster Session 2 Pavilion 3
Aarash Feizi · Shravan Nayak · Xiangru Jian · Kevin Qinghong Lin · Kaixin Li · Rabiul Awal · Xing Han Lu · Johan S Obando Ceron · Juan A. Rodriguez · Nicolas Chapados · David Vazquez · Adriana Romero-Soriano · Reihaneh Rabbany · Perouz Taslakian · Christopher Pal · Spandana Gella · Sai Rajeswar Mudumba
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5218
Oracle-efficient Hybrid Learning with Constrained Adversaries
In Poster Session 2 Pavilion 4
Princewill Okoroafor · Robert Kleinberg · Michael Kim
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1706
Pruning Long Chain-of-Thought of Large Reasoning Models via Small-Scale Preference Optimization
In Poster Session 2 Pavilion 3
Bin Hong ⋅ Jiayu Liu ⋅ Kai Zhang ⋅ Jianwen Sun ⋅ Mengdi Zhang ⋅ Zhenya Huang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5318
Compactness and Consistency: A Conjoint Framework for Deep Graph Clustering
In Poster Session 2 Pavilion 4
Wei Ju ⋅ Siyu Yi ⋅ Kangjie Zheng ⋅ Yifan Wang ⋅ Ziyue Qiao ⋅ Li Shen ⋅ Yongdao Zhou ⋅ Xiaochun Cao ⋅ Jiancheng Lv
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1707
Characterizing Deep Research: A Benchmark and Formal Definition
In Poster Session 2 Pavilion 3
Abhinav Java ⋅ Ashmit Khandelwal ⋅ Sukruta Midigeshi ⋅ Aaron Halfaker ⋅ Amit Jayant Deshpande ⋅ Navin Goyal ⋅ Ankur Gupta ⋅ Nagarajan Natarajan ⋅ Amit Sharma
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5317
Exposing and Defending the Achilles' Heel of Video Mixture-of-Experts
In Poster Session 2 Pavilion 4
songping wang · Qinglong Liu · Yueming Lyu · Ning Li · Ziwen He · Caifeng Shan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1708
RAVEN: End-to-end Equivariant Robot Learning with RGB Cameras
In Poster Session 2 Pavilion 3
David Klee ⋅ Boce Hu ⋅ Andrew Cole ⋅ Heng Tian ⋅ Dian Wang ⋅ Robert Platt ⋅ Robin Walters
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1709
Incorporating Expert Priors into Bayesian Optimization via Dynamic Mean Decay
In Poster Session 2 Pavilion 3
Chongqi Qu · Meiqin Liu · Jian Lan · Shanling Dong · Zhunga Liu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5316
Ctrl-World: A Controllable Generative World Model for Robot Manipulation
In Poster Session 2 Pavilion 4
Yanjiang Guo · Lucy Shi · Jianyu Chen · Chelsea Finn
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1710
A Noise is Worth Diffusion Guidance
In Poster Session 2 Pavilion 3
Donghoon Ahn · Jiwon Kang · Sanghyun Lee · Jaewon Min · Minjae Kim · Wooseok Jang · Hyoungwon Cho · Sayak Paul · SeonHwa Kim · Eunju Cha · Kyong Jin · Seungryong Kim
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5315
Resisting Contextual Interference in RAG via Parametric-Knowledge Reinforcement
In Poster Session 2 Pavilion 4
Chenyu Lin · Yilin Wen · Du Su · Hexiang Tan · Fei Sun · Muhan Chen · Chenfu Bao · Zhonghou Lv
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5314
Reasoning Language Model Inference Serving Unveiled: An Empirical Study
In Poster Session 2 Pavilion 4
Qi Li · Junpan Wu · Xiang Liu · Yuxin Wang · Zeyu Li · Zhenheng Tang · Yuhan CHEN · Shaohuai Shi · Xiaowen Chu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1711
Improving Diffusion Models for Class-imbalanced Training Data via Capacity Manipulation
In Poster Session 2 Pavilion 3
Feng Hong · Jiangchao Yao · Yifei Shen · Dongsheng Li · Ya Zhang · Yanfeng Wang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5313
Unified Vision–Language Modeling via Concept Space Alignment
In Poster Session 2 Pavilion 4
Yifu QIU · Paul-Ambroise Duquenne · Holger Schwenk
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1712
Random Policy Valuation is Enough for LLM Reasoning with Verifiable Rewards
In Poster Session 2 Pavilion 3
Haoran He ⋅ Yuxiao Ye ⋅ Qingpeng Cai ⋅ Chen Hu ⋅ Binxing Jiao ⋅ Daxin Jiang ⋅ Ling Pan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5312
Omni-Weather: A Unified Multimodal Model for Weather Radar Understanding and Generation
In Poster Session 2 Pavilion 4
Zhiwang Zhou · Yuandong Pu · Xuming He · Yidi Liu · Yixin Chen · Junchao Gong · Xiang Zhuang · Wanghan Xu · Qinglong Cao · SHIXIANG TANG · Yihao Liu · Wenlong Zhang · LEI BAI
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1713
Closing the Safety Gap: Surgical Concept Erasure in Visual Autoregressive Models
In Poster Session 2 Pavilion 3
Xinhao Zhong · Yimin Zhou · Zhiqi Zhang · Junhao Li · Yi Sun · Bin Chen · Shu-Tao Xia · Xuan Wang · Ke Xu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1714
AMLRIS: Alignment-aware Masked Learning for Referring Image Segmentation
In Poster Session 2 Pavilion 3
Tongfei Chen · Shuo Yang · Yuguang Yang · Linlin Yang · Runtang Guo · Changbai Li · He Long · Chunyu Xie · Dawei Leng · Baochang Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5311
Your Models Have Thought Enough: Training Large Reasoning Models to Stop Overthinking
In Poster Session 2 Pavilion 4
Jinyi Han · Ying Huang · Ying Liao · Haiquan Zhao · Zishang Jiang · Xinyi Wang · Xikun Lu · Guanghao Zhou · Sihang Jiang · Jiaqing Liang · Weikang Zhou · Zeye Sun · Fei Yu · Yanghua Xiao
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5310
Can Small Training Runs Reliably Guide Data Curation? Rethinking Proxy-Model Practice
In Poster Session 2 Pavilion 4
Jiachen (Tianhao) Wang · Tong Wu · Kaifeng Lyu · James Y Zou · Dawn Song · Ruoxi Jia · Prateek Mittal
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1716
Reducing Belief Deviation in Reinforcement Learning for Active Reasoning of LLM Agents
In Poster Session 2 Pavilion 3
Deyu Zou · Yongqiang Chen · Jianxiang Wang · Garry YANG · Mufei Li · Qing Da · James Cheng · Pan Li · Yu Gong
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5309
Flock: A Knowledge Graph Foundation Model via Learning on Random Walks
In Poster Session 2 Pavilion 4
Jinwoo Kim · Xingyue Huang · Krzysztof Olejniczak · Kyungbin Min · Michael Bronstein · Seunghoon Hong · Ismail I Ceylan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1717
Ensembling Pruned Attention Heads For Uncertainty-Aware Efficient Transformers
In Poster Session 2 Pavilion 3
Firas Gabetni ⋅ Giuseppe Curci ⋅ Andrea Pilzer ⋅ Subhankar Roy ⋅ Elisa Ricci ⋅ Gianni Franchi
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5308
SimpleFold: Folding Proteins is Simpler than You Think
In Poster Session 2 Pavilion 4
Yuyang Wang · Jiarui Lu · Navdeep Jaitly · Joshua Susskind · MIGUEL ANGEL BAUTISTA
[ Poster]  [ OpenReview] 
Blog Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5307
Ready For General Agents? Let's test it.
In Poster Session 2 Pavilion 4
Elron Bandel ⋅ Asaf Yehudai ⋅ Michal Shmueli-Scheuer
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1718
MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models
In Poster Session 2 Pavilion 3
Fan Zhang · Zebang Cheng · Chong Deng · Haoxuan Li · Zheng Lian · Qian Chen · Huadai Liu · Wen Wang · YiFan Zhang · Renrui Zhang · Ziyu Guo · Zhihong Zhu · Hao Wu · Haixin Wang · Yefeng Zheng · Xiaojiang Peng · Xian Wu · Kun Wang · Xiangang Li · Jieping Ye · Pheng-Ann Heng
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1719
Scaling Synthetic Task Generation for Agents via Exploration
In Poster Session 2 Pavilion 3
Ram Ramrakhya · Andrew Szot · Omar Attia · Bogdan Mazoure · Anh Nguyen · Yuhao Yang · Zhe Gan · Harsh Agrawal · Alexander Toshev
[ OpenReview] 
Blog Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5306
Flow Where You Want
In Poster Session 2 Pavilion 4
Scott Hawley
[ Poster]  [ OpenReview] 
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5305
Online Selective Conformal Inference: Errors and Solutions
In Poster Session 2 Pavilion 4
Yusuf Sale · Aaditya Ramdas
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1720
An Open-Ended Benchmark and Formal Framework for Adjuvant Research with MLLM
In Poster Session 2 Pavilion 3
Yi Chen · Yu Zhang · Jian Xu · Hua Yue · Xinming Wang · Zequan Lyu · Xu-yao Zhang · Wei Wei · Cheng-lin Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1721
PROS: Towards Compute-Efficient RLVR via Rollout Prefix Reuse
In Poster Session 2 Pavilion 3
Baizhou Huang · Xiaojun Wan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1723
AC-Sampler: Accelerate and Correct Diffusion Sampling with Metropolis-Hastings Algorithm
In Poster Session 2 Pavilion 3
Minsang Park · Gyuwon Sim · Hyungho Na · Jiseok Kwak · Sumin Lee · Richard Kim · Donghyeok Shin · Byeonghu Na · Yeongmin Kim · Il-chul Moon
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1724
PACE: Pretrained Audio Continual Learning
In Poster Session 2 Pavilion 3
Chang Li · Kanglei Zhou · Liyuan Wang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1824
Nano3D: A Training-Free Approach for Efficient 3D Editing Without Masks
In Poster Session 2 Pavilion 3
Junliang Ye · Shenghao Xie · Ruowen Zhao · Zhengyi Wang · Hongyu Yan · Wenqiang Zu · Lei Ma · Jun Zhu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1823
Decoupled DMD: CFG Augmentation as the Spear, Distribution Matching as the Shield
In Poster Session 2 Pavilion 3
Dongyang Liu · Gao Peng · David Liu · DU · Zhen Li · Qilong Wu · Xin Jin · Sihan Cao · Shifeng Zhang · Steven HOI · Hongsheng Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1822
PAT3D: Physics-Augmented Text-to-3D Scene Generation
In Poster Session 2 Pavilion 3
Guying Lin ⋅ Kemeng Huang ⋅ Michael Liu ⋅ Ruihan Gao ⋅ Hanke Chen ⋅ Lyuhao Chen ⋅ Beijia Lu ⋅ Taku Komura ⋅ Yuan Liu ⋅ Jun-Yan Zhu ⋅ Minchen Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1821
MAGO: Beyond Fixed Hyperparameters with Multi-Objective Pareto Optimization for Hybrid LLM Reasoning
In Poster Session 2 Pavilion 3
Hongcheng Ding · Xuanze Zhao · Ruiting Deng · Shamsul Abdullah · Deshinta Dewi · LIU QINGYU
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1820
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping
In Poster Session 2 Pavilion 3
Wei Liu · Ruochen Zhou · Yiyun Deng · Yuzhen Huang · Junteng LIU · Yuntian Deng · Yizhe Zhang · Junxian He
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1819
GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks
In Poster Session 2 Pavilion 3
Tejal Patwardhan ⋅ Rachel Dias ⋅ Elizabeth Proehl ⋅ Grace Kim ⋅ Michele Wang ⋅ Olivia Watkins ⋅ Simon Fishman ⋅ Marwan Aljubeh ⋅ Phoebe Thacker ⋅ Laurance Fauconnet ⋅ Natalie Kim ⋅ Samuel Miserendino ⋅ Gildas Chabot ⋅ David Li ⋅ Patrick Chao ⋅ Michael Sharman ⋅ Alexandra Barr ⋅ Amelia Glaese ⋅ Jerry Tworek
[ Slides]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1818
Transformers with Endogenous In-Context Learning: Bias Characterization and Mitigation
In Poster Session 2 Pavilion 3
Haotian Wang ⋅ Hao Zou ⋅ Haoxuan Li ⋅ Haoang Chi ⋅ Yang Shi ⋅ Yuanxing Zhang ⋅ Wenjing Yang ⋅ Xinwang Liu ⋅ Zhouchen Lin
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1817
Conformalized Hierarchical Calibration for Uncertainty-Aware Adaptive Hashing
In Poster Session 2 Pavilion 3
Junyu Luo · Jinsheng Huang · Yang Xu · Lutong Zou · Xiao Luo · Bohan Wu · Yifan Wang · Wei Ju · Ming Zhang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1816
Online Navigation Refinement: Achieving Lane-Level Guidance by Associating Standard-Definition and Online Perception Maps
In Poster Session 2 Pavilion 3
JIAXU WAN · Xu Wang · Mengwei Xie · Xinyuan Chang · Xinran Liu · Zheng Pan · Mu Xu · Hong Zhang · Ding Yuan · Yifan Yang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1815
Hierarchical Value-Decomposed Offline Reinforcement Learning for Whole-Body Control
In Poster Session 2 Pavilion 3
Zhilong Zhang · Yunpeng Mei · Xinghao Du · Hongjie Cao · Haonan Wang · Pengyuan Min · Chenyu Wang · Pengfei Chen · Chenbo Xin · Yijie Wang · Wenyu Luo · Yihao Sun · Yidi Wang · Lei Yuan · Gang Wang · Yang Yu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1814
DARE-bench: Evaluating Modeling and Instruction Fidelity of LLMs in Data Science
In Poster Session 2 Pavilion 3
Fan Shu · Yite Wang · Ruofan Wu · Boyi Liu · Zhewei Yao · Yuxiong He · Feng Yan
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1813
DeAltHDR: Learning HDR Video Reconstruction from Degraded Alternating Exposure Sequences
In Poster Session 2 Pavilion 3
Shuohao Zhang · Zhilu Zhang · RongJian Xu · Xiaohe Wu · Wangmeng Zuo
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1812
PhyScensis: Physics-Augmented LLM Agents for Complex Physical Scene Arrangement
In Poster Session 2 Pavilion 3
Yian Wang · Han Yang · Minghao Guo · Xiaowen Qiu · Johnson (Tsun-Hsuan) Wang · Wojciech Matusik · Joshua B Tenenbaum · Chuang Gan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1811
SketchThinker-R1: Towards Efficient Sketch-Style Reasoning in Large Multimodal Models
In Poster Session 2 Pavilion 3
RUIYANG ZHANG · Dongzhan Zhou · Zhedong Zheng
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1810
Dynamic Speculative Agent Planning
In Poster Session 2 Pavilion 3
Yilin Guan · Qingfeng Lan · Fei Sun · Dujian Ding · Devang Acharya · Chi Wang · William Wang · Wenyue Hua
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1809
GarmentGPT: Compositional Garment Pattern Generation via Discrete Latent Tokenization
In Poster Session 2 Pavilion 3
Fangsheng Weng · Junhao Chen · Xiang Li · Jie Qin · Hanzhong Guo · ShaochunHao · Xiaoguang Han
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1808
SGD with Adaptive Preconditioning: Unified Analysis and Momentum Acceleration
In Poster Session 2 Pavilion 3
Dmitry Kovalev
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1807
ASTGI: Adaptive Spatio-Temporal Graph Interactions for Irregular Multivariate Time Series Forecasting
In Poster Session 2 Pavilion 3
Xvyuan Liu · Xiangfei Qiu · Hanyin Cheng · Xingjian Wu · Guo · Bin Yang · Jilin Hu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1806
DeLiVR: Differential Spatiotemporal Lie Bias for Efficient Video Deraining
In Poster Session 2 Pavilion 3
Shuning Sun · Jialang Lu · Xiang Chen · Jichao Wang · Dianjie Lu · Guijuan Zhang · Guangwei Gao · Zhuoran Zheng
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1805
Optimal Brain Restoration for Joint Quantization and Sparsification of LLMs
In Poster Session 2 Pavilion 3
Hang Guo · Luca Benini · Yawei Li
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1804
Frequency-aware Dynamic Gaussian Splatting
In Poster Session 2 Pavilion 3
Qiaowei Miao · JinSheng Quan · Kehan Li · Yichao Xu · Yi Yang · Yawei Luo
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1803
SceneCOT: Eliciting Grounded Chain-of-Thought Reasoning in 3D Scenes
In Poster Session 2 Pavilion 3
Xiongkun Linghu · Jiangyong Huang · Ziyu Zhu · Baoxiong Jia · Siyuan Huang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1802
Huxley-G\"odel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine
In Poster Session 2 Pavilion 3
Wenyi Wang · Piotr Piękos · Li Nanbo · Firas Laakom · Yimeng Chen · Mateusz Ostaszewski · Mingchen Zhuge · Jürgen Schmidhuber
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1801
Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting
In Poster Session 2 Pavilion 3
Yixing Lao · Xuyang BAI · Xiaoyang Wu · Nuoyuan Yan · Zixin Luo · Tian Fang · Jean-Daniel Nahmias · Yanghai Tsin · Shiwei Li · Hengshuang Zhao
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1901
No, of Course I Can! Deeper Fine-Tuning Attacks That Bypass Token-Level Safety Mechanisms
In Poster Session 2 Pavilion 3
Joshua Kazdan · Abhay Puri · Rylan Schaeffer · Lisa Yu · Chris Cundy · Jason Stanley · Sanmi Koyejo · Krishnamurthy Dvijotham
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1902
NarrLV: Towards a Comprehensive Narrative-Centric Evaluation for Long Video Generation
In Poster Session 2 Pavilion 3
Xiaokun Feng · Haiming Yu · Meiqi Wu · Shiyu Hu · Jintao Chen · Chen Zhu · Jiahong Wu · Xiangxiang Chu · Kaiqi Huang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1903
Long-Context Generalization with Sparse Attention
In Poster Session 2 Pavilion 3
Pavlo Vasylenko ⋅ Hugo Pitorro ⋅ Andre Martins ⋅ Marcos V Treviso
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1904
RAIN-Merging: A Gradient-Free Method to Enhance Instruction Following in Large Reasoning Models with Preserved Thinking Format
In Poster Session 2 Pavilion 3
Zhehao Huang · Yuhang Liu · Baijiong Lin · Yixin Lou · Zhengbao He · Hanling Tian · Tao Li · Xiaolin Huang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1905
SWERank: Software Issue Localization with Code Ranking
In Poster Session 2 Pavilion 3
Revanth Gangi Reddy · Tarun Suresh · JaeHyeok Doo · Ye Liu · Xuan-Phi Nguyen · Yingbo Zhou · Semih Yavuz · Caiming Xiong · Heng Ji · Shafiq Joty
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1906
Let's Explore Step by Step: Generating Provable Formal Statements with Deductive Exploration
In Poster Session 2 Pavilion 3
Qi Liu · Kangjie Bao · Yue Yang · Xinhao Zheng · Renqiu Xia · Qinxiang Cao · Junchi Yan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1907
HippoTune: A Hippocampal Associative Loop–Inspired Fine-Tuning Method for Continual Learning
In Poster Session 2 Pavilion 3
Yanxi Chen · Xiuxing Li · yuyang Han · Zhuo Wang · Qing Li · Ziyu Li · Xiang Li · Chen Wei · Xia Wu
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1908
Taming Imperfect Process Verifiers: A Sampling Perspective on Backtracking
In Poster Session 2 Pavilion 3
Dhruv Rohatgi · Abhishek Shetty · Donya Saless · Yuchen Li · Ankur Moitra · Andrej Risteski · Dylan Foster
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1909
TP-Spikformer: Token Pruned Spiking Transformer
In Poster Session 2 Pavilion 3
Wenjie Wei · Xiaolong Zhou · Malu Zhang · Ammar Belatreche · Qian Sun · Yimeng Shan · Dehao Zhang · Zijian Zhou · Zeyu Ma · Yang Yang · Haizhou Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5303
Unifying Stable Optimization and Reference Regularization in RLHF
In Poster Session 2 Pavilion 4
Li He · Qiang Qu · He Zhao · Stephen Wan · Dadong Wang · Lina Yao · Tongliang Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1910
WorldSplat: Gaussian-Centric Feed-Forward 4D Scene Generation for Autonomous Driving
In Poster Session 2 Pavilion 3
Ziyue Zhu · Zhanqian Wu · Zhenxin Zhu · Lijun Zhou · Haiyang Sun · Bing Wang · Kun Ma · Guang Chen · Hangjun Ye · Jin Xie · jian Yang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1911
Pre-training LLM without Learning Rate Decay Enhances Supervised Fine-Tuning
In Poster Session 2 Pavilion 3
Kazuki Yano · Shun Kiyono · Sosuke Kobayashi · Sho Takase · Jun Suzuki
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1912
Intrinsic training dynamics of deep neural networks
In Poster Session 2 Pavilion 3
Sibylle Marcotte · Gabriel Peyré · Rémi Gribonval
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1913
Depth Anything with Any Prior
In Poster Session 2 Pavilion 3
zehan wang · Siyu Chen · Lihe Yang · Jialei Wang · Ziang Zhang · Hengshuang Zhao · Zhou Zhao
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1914
SpeechJudge: Towards Human-Level Judgment for Speech Naturalness
In Poster Session 2 Pavilion 3
Xueyao Zhang · Chaoren Wang · Huan Liao · Ziniu Li · Yuancheng Wang · Li Wang · Dongya Jia · Yuanzhe Chen · Xiulin LI · Zhuo Chen · Zhizheng Wu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1915
Distribution-informed Online Conformal Prediction
In Poster Session 2 Pavilion 3
Dongjian Hu · Junxi Wu · Shu-Tao Xia · Changliang Zou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1916
DiffTrans: Differentiable Geometry-Materials Decomposition for Reconstructing Transparent Objects
In Poster Session 2 Pavilion 3
Changpu Li · Shuang Wu · Songlin Tang · Guangming Lu · Jun Yu · Wenjie Pei
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3913
Consistent Low-Rank Approximation
In Poster Session 2 Pavilion 4
David Woodruff ⋅ Samson Zhou
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1917
ByteFlow: Language Modeling through Adaptive Byte Compression without a Tokenizer
In Poster Session 2 Pavilion 3
Chunyuan Deng · Sanket Lokegaonkar · Colin Lockard · Besnik Fetahu · Nasser Zalmout · Xian Li
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1918
LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures
In Poster Session 2 Pavilion 3
Hai Huang ⋅ Yann LeCun ⋅ Randall Balestriero
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1919
Flow Straight and Fast in Hilbert Space: Functional Rectified Flow
In Poster Session 2 Pavilion 3
Jianxin Zhang · Clayton Scott
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1920
Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models
In Poster Session 2 Pavilion 3
Li Sun · Zhenhao Huang · Silei Chen · Lanxu Yang · Junda Ye · Sen Su · Philip Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1921
MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer
In Poster Session 2 Pavilion 3
Yanghao Li ⋅ Rui Qian ⋅ Bowen Pan ⋅ Haotian Zhang ⋅ Haoshuo Huang ⋅ Bowen Zhang ⋅ Jialing Tong ⋅ Haoxuan You ⋅ Xianzhi Du ⋅ Zhe Gan ⋅ Hyunjik Kim ⋅ Chao Jia ⋅ Zhenbang Wang ⋅ Yinfei Yang ⋅ Mingfei Gao ⋅ Zi-Yi Dou ⋅ Wenze Hu ⋅ Chang Gao ⋅ Dongxu Li ⋅ Philipp Dufter ⋅ Zirui Wang ⋅ Guoli Yin ⋅ Zhengdong Zhang ⋅ Chen Chen ⋅ Yang Zhao ⋅ Ruoming Pang ⋅ Zhifeng Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1922
KVComm: Enabling Efficient LLM Communication through Selective KV Sharing
In Poster Session 2 Pavilion 3
Xiangyu Shi · Marco Chiesa · Gerald Q. Maguire Jr. · Dejan Kostic
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1923
DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle
In Poster Session 2 Pavilion 3
Fangyu Lei · Jinxiang Meng · Yiming Huang · Junjie zhao · Yitong Zhang · Jianwen Luo · Xin Zou · Ruiyi Yang · Wenbo Shi · Yan Gao · Shizhu He · Jun Zhao · Zuo Wang · Qian Liu · YANG WANG · Ke Wang · Kang Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1924
Learning to Reason for Hallucination Span Detection
In Poster Session 2 Pavilion 3
Hsuan Su ⋅ Ting-Yao Hu ⋅ Hema Swetha Koppula ⋅ Kundan Krishna ⋅ Hadi Pouransari ⋅ Cheng-Yu Hsieh ⋅ Cem Koc ⋅ Joseph Cheng ⋅ Oncel Tuzel ⋅ Raviteja Vemulapalli
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2024
AlignSep: Temporally-Aligned Video-Queried Sound Separation with Flow Matching
In Poster Session 2 Pavilion 3
Xize Cheng · Chenyuhao Wen · Slytherin Wang · Yongqi Wang · zehan wang · Rongjie Huang · Tao Jin · Zhou Zhao
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2023
Paper Copilot: Tracking the Evolution of Peer Review in AI Conferences
In Poster Session 2 Pavilion 3
Jing Yang · Qiyao Wei · Jiaxin Pei
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2022
Learning to Recall with Transformers Beyond Orthogonal Embeddings
In Poster Session 2 Pavilion 3
Mert Vural · Alberto Bietti · Mahdi Soltanolkotabi · Denny Wu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2021
Learning-Time Encoding Shapes Unlearning in LLMs
In Poster Session 2 Pavilion 3
Ruihan Wu · Konstantin Garov · Kamalika Chaudhuri
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2020
Towards Safe and Optimal Online Bidding: A Modular Look-ahead Lyapunov Framework
In Poster Session 2 Pavilion 3
Hengquan Guo · Haobo Zhang · Junwei Pan · Shudong Huang · Nianhua Xie · Lei Xiao · Haijie Gu · Jie Jiang · Xin Liu
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2019
CARPRT: Class-Aware Zero-Shot Prompt Reweighting for Vision-Language Model
In Poster Session 2 Pavilion 3
Ruijiang Dong · Zesheng Ye · Jianzhong Qi · Lei Feng · Feng Liu · Gang Niu · Masashi Sugiyama
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2018
SPICE: Submodular Penalized Information–Conflict Selection for Efficient Large Language Model Training
In Poster Session 2 Pavilion 3
Powei Chang · Jinpeng Zhang · Bowen Chen · Chenyu Wang · Chenlu Guo · Yixing Zhang · Yukang Gao · JianXiang Xiang · Yue Gao · Chaoqun Sun · Yiyi Chen · Dongying kong
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2017
Missingness Bias Calibration in Feature Attribution Explanations
In Poster Session 2 Pavilion 3
Shailesh Sridhar · Anton Xue · Eric Wong
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2016
LaTo: Landmark-tokenized Diffusion Transformer for Fine-grained Human Face Editing
In Poster Session 2 Pavilion 3
Zhenghao zhang · Ziying Zhang · Junchao Liao · Xiangyu Meng · Qiang Hu · Siyu Zhu · Xiaoyun Zhang · Long Qin · Weizhi Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2015
Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems
In Poster Session 2 Pavilion 3
Zherui Li · Yan Mi · Zhenhong Zhou · Houcheng Jiang · Guibin Zhang · Kun Wang · Junfeng Fang
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2014
HFSTI-Net: Hierarchical Frequency-spatial-temporal Interactions for Video Polyp Segmentation
In Poster Session 2 Pavilion 3
Yuanqin He · Guilian Chen · Yuhua Zhang · Huisi Wu · Jing Qin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2012
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning
In Poster Session 2 Pavilion 3
YiFan Zhang · Xingyu Lu · Xiao Hu · Chaoyou Fu · Bin Wen · Tianke Zhang · Changyi Liu · Kaiyu Jiang · Kaibing Chen · Kaiyu Tang · Haojie Ding · Jiankang Chen · Fan Yang · Zhang Zhang · Tingting Gao · Di ZHANG · Guorui Zhou · Liang Wang
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2011
Spatial Structure and Selective Text Jointly Facilitate Image Clustering
In Poster Session 2 Pavilion 3
Zizheng Jiu ⋅ Feijiang Li ⋅ Jieting Wang ⋅ Yuhua Qian ⋅ Lu Chen
[ Poster]  [ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2010
Distributionally Robust Cooperative Multi-agent Reinforcement Learning with Value Factorization
In Poster Session 2 Pavilion 3
Chengrui Qu · Christopher Yeh · Kishan Panaganti · Eric Mazumdar · Adam Wierman
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2009
Achieving Olympia-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning
In Poster Session 2 Pavilion 3
Haiteng Zhao · Junhao Shen · Yiming Zhang · Songyang Gao · Kuikun Liu · Tianyou Ma · Fan Zheng · Dahua Lin · Wenwei Zhang · Kai Chen
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2008
Asymmetric Proximal Policy Optimization: mini-critics boost LLM reasoning
In Poster Session 2 Pavilion 3
Jiashun Liu · Johan S Obando Ceron · Han Lu · Yancheng He · Weixun Wang · wenbo su · Bo Zheng · Pablo Samuel Castro · Aaron Courville · Ling Pan
[ OpenReview] 
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2007
ChinaTravel: An Open-Ended Travel Planning Benchmark with Compositional Constraint Validation for Language Agents
In Poster Session 2 Pavilion 3
Jie-Jing Shao · Bo-Wen Zhang · Xiao-Wen Yang · Baizhi Chen · Siyu Han · Jinghao Pang · Wen-Da Wei · Guohao Cai · Zhenhua Dong · Lan-Zhe Guo · Yu-Feng Li
[ OpenReview] 
Blog Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2006
Loneliness as a Case Study for Social Reward Misalignment
In Poster Session 2 Pavilion 3
Samantha Adorno ⋅ Akshata Kishore Moharir ⋅ Ratna Kandala
[ OpenReview] 
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2005
Information Theoretic Guarantees For Policy Alignment In Large Language Models
In Poster Session 2 Pavilion 3
Youssef Mroueh · Apoorva Nitsure
Oral Session
Thu Apr 23 11:15 AM -- 12:45 PM (PDT) @ Amphitheater None
Oral Session 2A Reinforcement learning I
Oral Session
Thu Apr 23 11:15 AM -- 12:45 PM (PDT) @ 201 A/B None
Oral Session 2B Bridging theory and practice
Oral Session
Thu Apr 23 11:15 AM -- 12:45 PM (PDT) @ 202 A/B None
Oral Session 2C Vision language models I
Oral Session
Thu Apr 23 11:15 AM -- 12:45 PM (PDT) @ 203 A/B None
Oral Session 2D LLMs and Evaluation
Oral Session
Thu Apr 23 11:15 AM -- 12:45 PM (PDT) @ 204 A/B None
Oral Session 2E 3D Reconstruction
Oral Session
Thu Apr 23 11:15 AM -- 12:45 PM (PDT) @ 201 C None
Oral Session 2F Causality and structure
Poster Session
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 None
Poster Session 2 Pavilion 3
Poster Session
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 None
Poster Session 2 Pavilion 4
Oral
Thu Apr 23 11:27 AM -- 11:37 AM (PDT) @ 201 A/B None
How Do Transformers Learn to Associate Tokens: Gradient Leading Terms Bring Mechanistic Interpretability
In Oral Session 2B
Shawn Im · Changdae Oh · Zhen Fang · Yixuan Li
[ OpenReview] 
Oral
Thu Apr 23 11:27 AM -- 11:37 AM (PDT) @ 203 A/B None
Is it Thinking or Cheating? Detecting Implicit Reward Hacking by Measuring Reasoning Effort
In Oral Session 2D
Xinpeng Wang · Nitish Joshi · Barbara Plank · Rico Angell · He He
[ OpenReview] 
Oral
Thu Apr 23 11:27 AM -- 11:37 AM (PDT) @ 202 A/B None
Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning
In Oral Session 2C
Hao Tan · jun lan · Zichang Tan · Senyuan Shi · Ajian Liu · Chuanbiao Song · Huijia Zhu · Weiqiang Wang · Jun Wan · Zhen Lei
[ OpenReview] 
Oral
Thu Apr 23 11:27 AM -- 11:37 AM (PDT) @ 201 C None
Probabilistic Kernel Function for Fast Angle Testing
In Oral Session 2F Causality and structure
Kejing Lu ⋅ Chuan Xiao ⋅ Yoshiharu Ishikawa
[ OpenReview] 
Oral
Thu Apr 23 11:27 AM -- 11:37 AM (PDT) @ 204 A/B None
Depth Anything 3: Recovering the Visual Space from Any Views
In Oral Session 2E
Haotong Lin · Sili Chen · Jun Hao Liew · Donny Y. Chen · Zhenyu Li · Yang Zhao · Sida Peng · Hengkai Guo · Xiaowei Zhou · Guang Shi · Jiashi Feng · Bingyi Kang
[ OpenReview] 
Oral
Thu Apr 23 11:27 AM -- 11:37 AM (PDT) @ Amphitheater None
EmotionThinker: Prosody-Aware Reinforcement Learning for Explainable Speech Emotion Reasoning
In Oral Session 2A
Dingdong WANG · Shujie LIU · Tianhua Zhang · Youjun Chen · Jinyu Li · Helen Meng
[ OpenReview] 
Oral
Thu Apr 23 11:39 AM -- 11:49 AM (PDT) @ 204 A/B None
Text-to-3D by Stitching a Multi-view Reconstruction Network to a Video Generator
In Oral Session 2E
Hyojun Go · Dominik Narnhofer · Goutam Bhat · Prune Truong · Federico Tombari · Konrad Schindler
[ OpenReview] 
Oral
Thu Apr 23 11:39 AM -- 11:49 AM (PDT) @ 201 A/B None
Sequences of Logits Reveal the Low Rank Structure of Language Models
In Oral Session 2B
Noah Golowich · Allen Liu · Abhishek Shetty
[ OpenReview] 
Oral
Thu Apr 23 11:39 AM -- 11:49 AM (PDT) @ 201 C None
Differentially Private Domain Discovery
In Oral Session 2F Causality and structure
Vinod Raman ⋅ Travis Dick ⋅ Matthew Joseph
[ OpenReview] 
Oral
Thu Apr 23 11:39 AM -- 11:49 AM (PDT) @ Amphitheater None
Token-Importance Guided Direct Preference Optimization
In Oral Session 2A
Ning Yang · Hai Lin · Yibo Liu · Baoliang Tian · Guoqing Liu · Haijun Zhang
[ OpenReview] 
Oral
Thu Apr 23 11:39 AM -- 11:49 AM (PDT) @ 203 A/B None
LLMs Get Lost In Multi-Turn Conversation
In Oral Session 2D LLMs and Evaluation
Philippe Laban ⋅ Hiroaki Hayashi ⋅ Yingbo Zhou ⋅ Jennifer Neville
[ OpenReview] 
Oral
Thu Apr 23 11:39 AM -- 11:49 AM (PDT) @ 202 A/B None
On the Generalization Capacities of MLLMs for Spatial Intelligence
In Oral Session 2C
Gongjie Zhang · Wenhao Li · Quanhao Qian · Jiuniu Wang · Deli Zhao · Shijian Lu · Ran Xu
[ OpenReview] 
Oral
Thu Apr 23 11:51 AM -- 12:01 PM (PDT) @ 204 A/B None
Monocular Normal Estimation via Shading Sequence Estimation
In Oral Session 2E 3D Reconstruction
Zongrui Li ⋅ Xinhua Ma ⋅ Minghui HU ⋅ Yunqing Zhao ⋅ Yingchen Yu ⋅ Qian Zheng ⋅ Chang Liu ⋅ Jiang Xudong ⋅ Song Bai
[ OpenReview] 
Oral
Thu Apr 23 11:51 AM -- 12:01 PM (PDT) @ 203 A/B None
How Reliable is Language Model Micro-Benchmarking?
In Oral Session 2D
Gregory Yauney · Shahzaib Warraich · Swabha Swayamdipta
[ OpenReview] 
Oral
Thu Apr 23 11:51 AM -- 12:01 PM (PDT) @ 201 A/B None
Intrinsic Entropy of Context Length Scaling in LLMs
In Oral Session 2B
Jingzhe Shi · Qinwei (Martin) Ma · Hongyi Liu · Hang Zhao · Jenq-Neng Hwang · Lei Li
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 11:51 AM -- 12:01 PM (PDT) @ 202 A/B None
DepthLM: Metric Depth from Vision Language Models
In Oral Session 2C Vision language models I
zhipeng cai ⋅ Ching-Feng Yeh ⋅ Hu Xu ⋅ Zhuang Liu ⋅ Gregory P. Meyer ⋅ Xinjie Lei ⋅ Changsheng Zhao ⋅ Shang-Wen Li ⋅ Vikas Chandra ⋅ Yangyang Shi
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 11:51 AM -- 12:01 PM (PDT) @ 201 C None
Causal Structure Learning in Hawkes Processes with Complex Latent Confounder Networks
In Oral Session 2F
Songyao Jin · Biwei Huang
[ OpenReview] 
Oral
Thu Apr 23 11:51 AM -- 12:01 PM (PDT) @ Amphitheater None
P-GenRM: Personalized Generative Reward Model with Test-time User-based Scaling
In Oral Session 2A Reinforcement learning I
Pinyi Zhang ⋅ Ting-En Lin ⋅ Yuchuan Wu ⋅ Jingyang Chen ⋅ Zongqi Wang ⋅ Hua Yang ⋅ Bing Zhao ⋅ Fei Huang ⋅ Yongbin Li ⋅ Kai Zhang
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 12:03 PM -- 12:13 PM (PDT) @ 201 C None
Temporal Sparse Autoencoders: Leveraging the Sequential Nature of Language for Interpretability
In Oral Session 2F
Usha Bhalla · Alex Oesterling · Claudio Mayrink Verdun · Hima Lakkaraju · Flavio Calmon
[ OpenReview] 
Oral
Thu Apr 23 12:03 PM -- 12:13 PM (PDT) @ Amphitheater None
Reasoning with Sampling: Your Base Model is Smarter Than You Think
In Oral Session 2A Reinforcement learning I
Aayush Karan ⋅ Yilun Du
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 12:03 PM -- 12:13 PM (PDT) @ 202 A/B None
FlashVID: Efficient Video Large Language Models via Training-free Tree-based Spatiotemporal Token Merging
In Oral Session 2C
Ziyang Fan · Keyu Chen · Ruilong Xing · Yulin Li · Li Jiang · Zhuotao Tian
[ OpenReview] 
Oral
Thu Apr 23 12:03 PM -- 12:13 PM (PDT) @ 204 A/B None
Radiometrically Consistent Gaussian Surfels for Inverse Rendering
In Oral Session 2E 3D Reconstruction
Kyu Beom Han ⋅ Jaeyoon Kim ⋅ Woo Jae Kim ⋅ Jinhwan Seo ⋅ Sung-eui Yoon
[ OpenReview] 
Oral
Thu Apr 23 12:03 PM -- 12:13 PM (PDT) @ 203 A/B None
AdAEM: An Adaptively and Automated Extensible Measurement of LLMs' Value Difference
In Oral Session 2D LLMs and Evaluation
Jing Yao ⋅ Shitong Duan ⋅ Xiaoyuan Yi ⋅ Dongkuan Xu ⋅ Peng Zhang ⋅ Tun Lu ⋅ Ning Gu ⋅ Zhicheng Dou ⋅ Xing Xie
[ OpenReview] 
Oral
Thu Apr 23 12:03 PM -- 12:13 PM (PDT) @ 201 A/B None
From Markov to Laplace: How Mamba In-Context Learns Markov Chains
In Oral Session 2B Bridging theory and practice
Marco Bondaschi ⋅ Nived Rajaraman ⋅ Xiuying Wei ⋅ Razvan Pascanu ⋅ Caglar Gulcehre ⋅ Michael Gastpar ⋅ Ashok Makkuva
[ OpenReview] 
Oral
Thu Apr 23 12:15 PM -- 12:25 PM (PDT) @ 201 C None
A Representer Theorem for Hawkes Processes via Penalized Least Squares Minimization
In Oral Session 2F
Hideaki Kim · Tomoharu Iwata
[ OpenReview] 
Oral
Thu Apr 23 12:15 PM -- 12:25 PM (PDT) @ Amphitheater None
LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts
In Oral Session 2A Reinforcement learning I
Siyuan Wang ⋅ Gaokai Zhang ⋅ Li Lyna Zhang ⋅ Ning Shang ⋅ Fan Yang ⋅ Dongyao Chen ⋅ Mao Yang
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 12:15 PM -- 12:25 PM (PDT) @ 202 A/B None
Multimodal Aligned Semantic Knowledge for Unpaired Image-text Matching
In Oral Session 2C Vision language models I
Laiguo Yin ⋅ Yixin Zhang ⋅ YUQING SUN ⋅ Lizhen Cui
[ OpenReview] 
Oral
Thu Apr 23 12:15 PM -- 12:25 PM (PDT) @ 201 A/B None
The Coverage Principle: How Pre-Training Enables Post-Training
In Oral Session 2B
Fan Chen · Audrey Huang · Noah Golowich · Sadhika Malladi · Adam Block · Jordan Ash · Akshay Krishnamurthy · Dylan Foster
[ OpenReview] 
Oral
Thu Apr 23 12:15 PM -- 12:25 PM (PDT) @ 203 A/B None
What's In My Human Feedback? Learning Interpretable Descriptions of Preference Data
In Oral Session 2D
Rajiv Movva · Smitha Milli · Sewon Min · Emma Pierson
[ OpenReview] 
Oral
Thu Apr 23 12:15 PM -- 12:25 PM (PDT) @ 204 A/B None
True Self-Supervised Novel View Synthesis is Transferable
In Oral Session 2E
Thomas MItchel · Hyunwoo Ryu · Vincent Sitzmann
[ OpenReview] 
Oral
Thu Apr 23 12:27 PM -- 12:37 PM (PDT) @ Amphitheater None
Q-RAG: Long Context Multi‑Step Retrieval via Value‑Based Embedder Training
In Oral Session 2A Reinforcement learning I
Artyom Sorokin ⋅ Nazar Buzun ⋅ Aleksandr Anokhin ⋅ Egor VEDERNIKOV ⋅ Petr Anokhin ⋅ Mikhail Burtsev ⋅ Evgeny Burnaev
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 12:27 PM -- 12:37 PM (PDT) @ 203 A/B None
EigenBench: A Comparative Behavioral Measure of Value Alignment
In Oral Session 2D LLMs and Evaluation
Jonathn Chang ⋅ Leonhard Piff ⋅ Suvadip Sana ⋅ Jasmine Li ⋅ Lionel Levine
[ Slides]  [ OpenReview] 
Oral
Thu Apr 23 12:27 PM -- 12:37 PM (PDT) @ 201 A/B None
Quantitative Bounds for Length Generalization in Transformers
In Oral Session 2B
Zachary Izzo · Eshaan Nichani · Jason Lee
[ OpenReview] 
Oral
Thu Apr 23 12:27 PM -- 12:37 PM (PDT) @ 202 A/B None
Vid-LLM: A Compact Video-based 3D Multimodal LLM with Reconstruction–Reasoning Synergy
In Oral Session 2C
Haijier Chen · Bo Xu · Shoujian zhang · Haoze Liu · Jiaxuan Lin · Jingrong Wang
[ OpenReview] 
Oral
Thu Apr 23 12:27 PM -- 12:37 PM (PDT) @ 201 C None
Cross-Domain Lossy Compression via Rate- and Classification-Constrained Optimal Transport
In Oral Session 2F Causality and structure
Nam Nguyen ⋅ Thinh Nguyen ⋅ Bella Bose
[ OpenReview] 
Remarks
Thu Apr 23 01:45 PM -- 02:15 PM (PDT) @ Amphitheater None
Opening Ceremony + Awards
Opening Reception
Thu Apr 23 02:15 PM -- 04:00 PM (PDT) @ Outdoor Courtyard None
Reception
Registration Desk
Fri Apr 24 04:00 AM -- 01:30 PM (PDT) @ Convention Center Foyer None
Registration Desk 1
Invited Talk
Fri Apr 24 05:00 AM -- 06:00 AM (PDT) @ Amphitheater None
Rescheduled to Saturday: Percy Liang
Break
Fri Apr 24 06:00 AM -- 06:30 AM (PDT) @ Pavilion 4 None
Break
Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) @ 202 A/B None
Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation
In Oral Session 3C
Zhengbo Wang · Jian Liang · Ran He · Zilei Wang · Tieniu Tan
[ OpenReview] 
Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) @ 201 A/B None
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation
In Oral Session 3B
Zhuoyang Zhang · Luke Huang · Chengyue Wu · Shang Yang · Kelly Peng · Yao Lu · Song Han
[ OpenReview] 
Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) @ Amphitheater None
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data
In Oral Session 3A
Zhaoyang Liu · JingJing Xie · Zichen Ding · Zehao Li · Bowen Yang · Zhenyu Wu · Xuehui Wang · Qiushi Sun · Shi Liu · Weiyun Wang · Shenglong Ye · Qingyun Li · Zeyue Tian · Gen Luo · Xiangyu Yue · Biqing Qi · Kai Chen · Bowen Zhou · Yu Qiao · Qifeng Chen · Wenhai Wang
[ OpenReview] 
Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) @ 201 C None
Extending Sequence Length is Not All You Need: Effective Integration of Multimodal Signals for Gene Expression Prediction
In Oral Session 3F
Zhao Yang · Yi Duan · Jiwei Zhu · Ying Ba · Chuan Cao · Bing Su
[ OpenReview] 
Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) @ 203 A/B None
MomaGraph: State-Aware Unified Scene Graphs with Vision-Language Models for Embodied Task Planning
In Oral Session 3D
Yuanchen Ju · Yongyuan Liang · Yen-Jen Wang · Gireesh Nandiraju · Yuanliang Ju · Seungjae (Jay) Lee · Qiao Gu · Elvis Hsieh · Furong Huang · Koushil Sreenath
[ OpenReview] 
Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) @ 204 A/B None
The Polar Express: Optimal Matrix Sign Methods and their Application to the Muon Algorithm
In Oral Session 3E Learning dynamics and optimization II
Noah Amsel ⋅ David Persson ⋅ Christopher Musco ⋅ Robert M. Gower
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#101
Adjusting Prediction Model Through Wasserstein Geodesic for Causal Inference
In Poster Session 3 Pavilion 3
Yuguang Yan · Haolin Yang · Zecong Chen · Weilin Chen · Ruichu Cai · Zhifeng Hao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3001
Relational Feature Caching for Accelerating Diffusion Transformers
In Poster Session 3 Pavilion 4
Byunggwan Son · Jeimin Jeon · Jeongwoo Choi · Bumsub Ham
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3002
Durian: Dual Reference Image-Guided Portrait Animation with Attribute Transfer
In Poster Session 3 Pavilion 4
Hyunsoo Cha · Byungjun Kim · Hanbyul Joo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3003
Syncphony: Synchronized Audio-to-Video Generation with Diffusion Transformers
In Poster Session 3 Pavilion 4
Jibin Song ⋅ Mingi Kwon ⋅ Jaeseok Jeong ⋅ Youngjung Uh
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#103
Structure Learning from Time-Series Data with Lag-Agnostic Structural Prior
In Poster Session 3 Pavilion 3
Taiyu Ban · Changxin Rong · Xiangyu Wang · Lyuzhou Chen · Yanze Gao · Xin Wang · Huanhuan Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#104
Statistical and structural identifiability in representation learning
In Poster Session 3 Pavilion 3
Walter Nelson · Marco Fumero · THEOFANIS KARALETSOS · Francesco Locatello
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3004
ToProVAR: Efficient Visual Autoregressive Modeling via Tri-Dimensional Entropy-Aware Semantic Analysis and Sparsity Optimization
In Poster Session 3 Pavilion 4
Jiayu Chen · Ruoyu Lin · Zihao Zheng · Jingxin Li · Maoliang Li · Guojie Luo · Xiang Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3005
InterActHuman: Multi-Concept Human Animation with Layout-Aligned Audio Conditions
In Poster Session 3 Pavilion 4
Zhenzhi Wang · Jiaqi Yang · Jianwen Jiang · Chao Liang · Gaojie Lin · Zerong Zheng · Ceyuan Yang · Yuan Zhang · Mingyuan Gao · Dahua Lin
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#105
On Measuring Influence in Avoiding Undesired Future
In Poster Session 3 Pavilion 3
Lue Tao ⋅ Tian-Zuo Wang ⋅ Yuan Jiang ⋅ Zhi-Hua Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#106
Designing Time Series Experiments in A/B Testing with Transformer Reinforcement Learning
In Poster Session 3 Pavilion 3
Xiangkun Wu ⋅ Qianglin Wen ⋅ Yingying Zhang ⋅ Hongtu Zhu ⋅ Ting Li ⋅ Chengchun Shi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3006
NewtonGen: Physics-consistent and Controllable Text-to-Video Generation via Neural Newtonian Dynamics
In Poster Session 3 Pavilion 4
Yu Yuan · Xijun Wang · Tharindu Wickremasinghe · Zeeshan Nadir · Bole Ma · Stanley Chan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3007
Data Provenance for Image Auto-Regressive Generation
In Poster Session 3 Pavilion 4
Bihe Zhao · Louis Kerner · Michel Meintz · Tameem Bakr · Franziska Boenisch · Adam Dziedzic
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#107
An Orthogonal Learner for Individualized Outcomes in Markov Decision Processes
In Poster Session 3 Pavilion 3
Emil Javurek ⋅ Valentyn Melnychuk ⋅ Jonas Schweisthal ⋅ Konstantin Hess ⋅ Dennis Frauen ⋅ Stefan Feuerriegel
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#108
TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations
In Poster Session 3 Pavilion 3
Gideon Stein ⋅ Niklas Penzel ⋅ Tristan Piater ⋅ Joachim Denzler
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3008
VMoBA: Mixture-of-Block Attention for Video Diffusion Models
In Poster Session 3 Pavilion 4
Jianzong Wu · Liang Hou · Haotian Yang · Ye Tian · Pengfei Wan · Di ZHANG · Yunhai Tong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3009
Dual-IPO: Dual-Iterative Preference Optimization for Text-to-Video Generation
In Poster Session 3 Pavilion 4
Xiaomeng Yang · Mengping Yang · GONG JIA · Luozheng Qin · Zhiyu Tan · Hao Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#109
Direct Doubly Robust Estimation of Conditional Quantile Contrasts
In Poster Session 3 Pavilion 3
Josh Givens · Song Liu · Henry Reeve · Katarzyna Reluga
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#110
Overlap-weighted orthogonal meta-learner for treatment effect estimation over time
In Poster Session 3 Pavilion 3
Konstantin Hess · Dennis Frauen · Mihaela van der Schaar · Stefan Feuerriegel
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3010
Latent Diffusion Model without Variational Autoencoder
In Poster Session 3 Pavilion 4
Minglei Shi · Haolin Wang · Wenzhao Zheng · Ziyang Yuan · Xiaoshi Wu · Xintao WANG · Pengfei Wan · Jie Zhou · Jiwen Lu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3011
FACM: Flow-Anchored Consistency Models
In Poster Session 3 Pavilion 4
Yansong Peng · Kai Zhu · Yu Liu · Pingyu Wu · Hebei Li · Xiaoyan Sun · Feng Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#111
Token-Efficient Item Representation via Images for LLM Recommender Systems
In Poster Session 3 Pavilion 3
Kibum Kim ⋅ Sein Kim ⋅ HongSeok Kang ⋅ Jiwan Kim ⋅ Heewoong Noh ⋅ Yeonjun In ⋅ Kanghoon Yoon ⋅ Jinoh Oh ⋅ Julian McAuley ⋅ Chanyoung Park
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3012
TINKER: Diffusion's Gift to 3D--Multi-View Consistent Editing From Sparse Inputs without Per-Scene Optimization
In Poster Session 3 Pavilion 4
Canyu Zhao ⋅ Xiaoman Li ⋅ Tianjian Feng ⋅ Zhiyue Zhao ⋅ Hao Chen ⋅ Chunhua Shen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#112
Lossy Common Information in a Learnable Gray-Wyner Network
In Poster Session 3 Pavilion 3
Anderson de Andrade ⋅ Alon Harell ⋅ Ivan Bajic
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#113
Learning is Forgetting; LLM Training As Lossy Compression
In Poster Session 3 Pavilion 3
Henry Conklin · Tom Hosking · Yi-Chern Tan · Jonathan Cohen · Sarah-Jane Leslie · Thomas L. Griffiths · Max Bartolo · Seraphina Goldfarb-Tarrant
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3013
Towards Better Optimization For Listwise Preference in Diffusion Models
In Poster Session 3 Pavilion 4
Jiamu Bai · Xin Yu · Meilong Xu · Weitao Lu · Xin Pan · Kiwan Maeng · Daniel Kifer · Jian Wang · Yu Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3014
Implicit Inversion turns CLIP into a Decoder
In Poster Session 3 Pavilion 4
Antonio D Orazio ⋅ Maria Rosaria Briglia ⋅ Donato Crisostomi ⋅ Dario Loi ⋅ Emanuele Rodolà ⋅ Iacopo Masi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#114
DiffSDA: Unsupervised Diffusion Sequential Disentanglement Across Modalities
In Poster Session 3 Pavilion 3
Hedi Zisling · Ilan Naiman · Nimrod Berman · Supasorn Suwajanakorn · Omri Azencot
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#115
Building Massively Multimodal Foundation Models with Interaction-aware Mixture-of-Experts
In Poster Session 3 Pavilion 3
Xing Han · Hsing-Huan Chung · Joydeep Ghosh · Paul Liang · Suchi Saria
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3015
Physically-Guided Optical Inversion Enable Non-Contact Side-Channel Attack on Isolated Screens
In Poster Session 3 Pavilion 4
Zhiwen Zheng · Yuheng Qiao · Xiaoshuai Zhang · Zhao Huang · Tao Zhang · Huiyu Zhou · Shaowei Jiang · Jin Liu · Wenwen Tang · Xingru Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#116
Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training
In Poster Session 3 Pavilion 3
Junlin Han · Shengbang Tong · David Fan · Yufan Ren · Koustuv Sinha · Philip Torr · Filippos Kokkinos
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3017
Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models
In Poster Session 3 Pavilion 4
Zengbin Wang · Xuecai Hu · Yong Wang · Feng Xiong · Man Zhang · Xiangxiang Chu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#117
$\ell_1$ Latent Distance based Continuous-time Graph Representation
In Poster Session 3 Pavilion 3
Zhao-Rong Lai · Zheng-Sen Zhou · Liangda Fang · Yongsen Zheng · Ziliang Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3018
Learning Patient-Specific Disease Dynamics With Latent Flow Matching For Longitudinal Imaging Generation
In Poster Session 3 Pavilion 4
Hao Chen · Rui Yin · Yifan Chen · Qi Chen · Chao Li
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3118
EchoGen: Generating Visual Echoes in Any Scene via Feed-Forward Subject-Driven Auto-Regressive Model
In Poster Session 3 Pavilion 4
Ruixiao Dong · Zhendong Wang · Keli Liu · Li Li · Ying Chen · Kai Li · Daowen Li · Houqiang Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#119
Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling
In Poster Session 3 Pavilion 3
Tal Daniel · Carl Qi · Dan Haramati · Amir Zadeh · Chuan Li · Aviv Tamar · Deepak Pathak · David Held
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3117
Scale-wise Distillation of Diffusion Models
In Poster Session 3 Pavilion 4
Nikita Starodubcev · Ilya Drobyshevskiy · Denis Kuznedelev · Artem Babenko · Dmitry Baranchuk
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#120
Decoupling Primitive with Experts: Dynamic Feature Alignment for Compositional Zero-Shot Learning
In Poster Session 3 Pavilion 3
Xiao Zhang · Haodong Jing · YONGQIANG MA · Nanning Zheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#121
Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning
In Poster Session 3 Pavilion 3
Gabriel Y. Arteaga · Marius Aasan · Rwiddhi Chakraborty · Martine Hjelkrem-Tan · Thalles Santos Silva · Michael Kampffmeyer · Adín Ramírez Rivera
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3116
CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design
In Poster Session 3 Pavilion 4
Hui Zhang · Dexiang Hong · Maoke Yang · Yutao Cheng · Zhao Zhang · Weidong Chen · Jie Shao · Xinglong Wu · Zuxuan Wu · Yu-Gang Jiang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3115
Light-X: Generative 4D Video Rendering with Camera and Illumination Control
In Poster Session 3 Pavilion 4
Tianqi Liu · Zhaoxi Chen · Zihao Huang · Shaocong Xu · Saining Zhang · Chongjie Ye · Bohan Li · Zhiguo Cao · Wei Li · Hao Zhao · Ziwei Liu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5213
Multilingual Routing in Mixture-of-Experts
In Poster Session 3 Pavilion 4
Lucas Bandarkar ⋅ Chenyuan Yang ⋅ Mohsen Fayyaz ⋅ Junlin Hu ⋅ Nanyun (Violet) Peng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#122
SiNGER: A Clearer Voice Distills Vision Transformers Further
In Poster Session 3 Pavilion 3
Geunhyeok Yu ⋅ Sunjae Jeong ⋅ Yoonyoung Choi ⋅ Jaeseung Kim ⋅ Hyoseok Hwang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3114
FreeViS: Training-free Video Stylization with Inconsistent References
In Poster Session 3 Pavilion 4
Jiacong Xu · Yiqun Mei · Ke Zhang · Vishal Patel
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#123
Entropy-Based Block Pruning for Efficient Large Language Models
In Poster Session 3 Pavilion 3
Liangwei Yang · Yuhui Xu · Juntao Tan · Doyen Sahoo · silvio savarese · Caiming Xiong · Huan Wang · Shelby Heinecke
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3113
Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling
In Poster Session 3 Pavilion 4
Long Peng · Anran Wu · Wenbo Li · PeizheXia · Xinjie Zhang · Xueyuan Dai · Xin Di · Haoze Sun · Renjing Pei · Yang Wang · Yang Cao · Zheng-Jun Zha
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#124
Domain Expansion: A Latent Space Construction Framework for Multi-Task Learning
In Poster Session 3 Pavilion 3
Chi-Yao Huang ⋅ Khoa Vo ⋅ Aayush Verma ⋅ Duo Lu ⋅ Yezhou Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#224
Why We Need New Benchmarks for Local Intrinsic Dimension Estimation
In Poster Session 3 Pavilion 3
Piotr Tempczyk ⋅ Dominik Filipiak ⋅ Łukasz Garncarek ⋅ Ksawery Smoczynski ⋅ Adam Kurpisz
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3112
Purrception: Variational Flow Matching for Vector-Quantized Image Generation
In Poster Session 3 Pavilion 4
Răzvan-Andrei Matișan ⋅ Tao Hu ⋅ Grigory Bartosh ⋅ Björn Ommer ⋅ Cees G Snoek ⋅ Max Welling ⋅ Jan-Willem van de Meent ⋅ Mohammad Mahdi Derakhshani ⋅ Floor Eijkelboom
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#223
Polynomial, trigonometric, and tropical activations
In Poster Session 3 Pavilion 3
Ismail Khalfaoui Hassani ⋅ Stefan Kesselheim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3111
ORION: Decoupling and Alignment for Unified Autoregressive Understanding and Generation
In Poster Session 3 Pavilion 4
taihang Hu · Mengting Chen · Jinsong Lan · Xiaoyong Zhu · Kaifu Zhang · Ming-Ming Cheng · Bo Zheng · Yaxing Wang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3110
Time-to-Move: Training-Free Motion-Controlled Video Generation via Dual-Clock Denoising
In Poster Session 3 Pavilion 4
Assaf Singer · Noam rotstein · Amir Mann · Ron Kimmel · Or Litany
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#222
LORE: Jointly Learning The Intrinsic Dimensionality and Relative Similarity Structure from Ordinal Data
In Poster Session 3 Pavilion 3
Vivek Anand ⋅ Alec Helbling ⋅ Mark Davenport ⋅ Gordon Berman ⋅ Sankaraleengam Alagapan ⋅ Christopher Rozell
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#221
WAVE: Learning Unified & Versatile Audio-Visual Embeddings with Multimodal LLM
In Poster Session 3 Pavilion 3
Changli Tang · Qinfan Xiao · Ke Mei · Tianyi Wang · Fengyun Rao · Chao Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3109
Realtime Video Frame Interpolation using One-Step Diffusion Sampling
In Poster Session 3 Pavilion 4
Yongrui Ma · Shijie Zhao · Mingde Yao · Junlin Li · Li zhang · Xiaohong Liu · Qi Dou · Jinwei Gu · Tianfan Xue
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1910
Compositional-ARC: Assessing Systematic Generalization in Abstract Spatial Reasoning
In Poster Session 3 Pavilion 3
Philipp Mondorf · Shijia Zhou · Monica Riedler · Barbara Plank
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#220
Unsupervised Representation Learning - an Invariant Risk Minimization Perspective
In Poster Session 3 Pavilion 3
Yotam Norman ⋅ Ron Meir
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3108
Learning Physics-Grounded 4D Dynamics with Neural Gaussian Force Fields
In Poster Session 3 Pavilion 4
Shiqian Li · Ruihong Shen · Junfeng Ni · Chang Pan · Chi Zhang · Yixin Zhu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3107
Localized Concept Erasure in Text-to-Image Diffusion Models via High-Level Representation Misdirection
In Poster Session 3 Pavilion 4
Uichan Lee ⋅ Jeonghyeon Kim ⋅ Sangheum Hwang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#219
Locality-Attending Vision Transformer
In Poster Session 3 Pavilion 3
Sina Hajimiri · Farzad Beizaee · Fereshteh Shakeri · Christian Desrosiers · Ismail Ayed · Jose Dolz
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#218
Unified and Efficient Multi-view Clustering from Probabilistic Perspective
In Poster Session 3 Pavilion 3
Yalan Qin · Guorui Feng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3106
ERTACache: Error Rectification and Timesteps Adjustment for Efficient Diffusion
In Poster Session 3 Pavilion 4
Xurui Peng · Chenqian Yan · Hong Liu · Rui Ma · Fangmin Chen · XING WANG · Zhihua Wu · Songwei Liu · Mingbao Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3105
Beyond Skeletons: Learning Animation Directly from Driving Videos with Same2X Training Strategy
In Poster Session 3 Pavilion 4
Yuan Zeng · Yujia Shi · Yuhao Yang · Dongxia Liu · Zongqing Lu · Wenming Yang · Qingmin Liao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#217
Contrastive Predictive Coding Done Right for Mutual Information Estimation
In Poster Session 3 Pavilion 3
Jongha Ryu · Pavan Yeddanapudi · Xiangxiang Xu · Gregory Wornell
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#216
GAPrune: Gradient-Alignment Pruning for Domain-Aware Embeddings
In Poster Session 3 Pavilion 3
Yixuan Tang · Yi Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3104
Generate Any Scene: Scene Graph Driven Data Synthesis for Visual Generation Training
In Poster Session 3 Pavilion 4
Ziqi Gao ⋅ Weikai Huang ⋅ Jieyu Zhang ⋅ Aniruddha Kembhavi ⋅ Ranjay Krishna
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#215
StyliTruth : Unlocking Stylized yet Truthful LLM Generation via Disentangled Steering
In Poster Session 3 Pavilion 3
Chenglei Shen · Zhongxiang Sun · Teng Shi · Xiao Zhang · Jun Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3103
PQGAN: Product-Quantised Image Representation for High-Quality Image Synthesis
In Poster Session 3 Pavilion 4
Denis Zavadski · Nikita Tatsch · Carsten Rother
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#214
Learning Explicit Single-Cell Dynamics Using ODE Representations
In Poster Session 3 Pavilion 3
Jan-Philipp von Bassewitz · Adeel Pervez · Marco Fumero · Matthew Robinson · THEOFANIS KARALETSOS · Francesco Locatello
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3102
STORK: Faster Diffusion and Flow Matching Sampling by Resolving both Stiffness and Structure-Dependence
In Poster Session 3 Pavilion 4
Zheng Tan ⋅ Weizhen Wang ⋅ Andrea Bertozzi ⋅ Ernest Ryu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#213
A Single Architecture for Representing Invariance Under Any Space Group
In Poster Session 3 Pavilion 3
Cindy Zhang ⋅ Elif Ertekin ⋅ Peter Orbanz ⋅ Ryan P Adams
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3101
CineTrans: Learning to Generate Videos with Cinematic Transitions via Masked Diffusion Models
In Poster Session 3 Pavilion 4
Xiaoxue Wu · Bingjie Gao · Yu Qiao · Yaohui Wang · Xinyuan Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3201
3D Scene Prompting for Scene-Consistent Camera-Controllable Video Generation
In Poster Session 3 Pavilion 4
JoungBin Lee · Jaewoo Jung · Jisang Han · Takuya Narihira · Kazumi Fukuda · Junyoung Seo · Sunghwan Hong · Yuki Mitsufuji · Seungryong Kim
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#212
Multi-View Encoders for Performance Prediction in LLM-Based Agentic Workflows
In Poster Session 3 Pavilion 3
Patara Trirat ⋅ Wonyong Jeong ⋅ Sung Ju Hwang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#211
DeepFRC: An End-to-End Deep Learning Model for Functional Registration and Classification
In Poster Session 3 Pavilion 3
Siyuan Jiang ⋅ Yihan Hu ⋅ Wenjie Li ⋅ Pengcheng Zeng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3202
Target-Aware Video Diffusion Models
In Poster Session 3 Pavilion 4
Taeksoo Kim ⋅ Hanbyul Joo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#210
Learning a distance measure from the information-estimation geometry of data
In Poster Session 3 Pavilion 3
Guy Ohayon · Pierre-Etienne Fiquet · Florentin Guth · Jona Ballé · Eero Simoncelli
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3203
BAR: Refactor the Basis of Autoregressive Visual Generation
In Poster Session 3 Pavilion 4
Zhicong Tang · Dong Chen · Jianmin Bao · Baining Guo
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3204
Model Already Knows the Best Noise: Bayesian Active Noise Selection via Attention in Video Diffusion Model
In Poster Session 3 Pavilion 4
Kwanyoung Kim · Sanghyun Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#208
The Lie of the Average: How Class Incremental Learning Evaluation Deceives You?
In Poster Session 3 Pavilion 3
Guannan Lai · Da-Wei Zhou · Xin Yang · Han-Jia Ye
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3205
CLoD-GS: Continuous Level-of-Detail via 3D Gaussian Splatting
In Poster Session 3 Pavilion 4
Zhigang Cheng · Mingchao Sun · Liu Yu · zengye ge · Luyang Tang · Mu Xu · Yangyan Li · Peng Pan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3206
Active Learning of 3D Gaussian Splatting with Consistent Region Partition and Robust Pose Estimation
In Poster Session 3 Pavilion 4
Ruiqi Li · Yiu-ming Cheung
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#207
Quantized Gradient Projection for Memory-Efficient Continual Learning
In Poster Session 3 Pavilion 3
Dongjun Kim · Seohyeon Cha · Huancheng Chen · Chaining Wang · Haris Vikalo
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3207
Sharp Monocular View Synthesis in Less Than a Second
In Poster Session 3 Pavilion 4
Lars Mescheder · Wei Dong · Shiwei Li · Xuyang BAI · Marcel Santos · Peiyun Hu · Bruno Lecouat · Mingmin Zhen · Amaël Delaunoy · Tian Fang · Yanghai Tsin · Stephan Richter · Vladlen Koltun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#206
Knowledge Fusion of Large Language Models via Modular SkillPacks
In Poster Session 3 Pavilion 3
Guodong DU · Zhuo Li · Xuanning Zhou · Junlin Li · Zesheng Shi · Wanyu LIN · Ho-Kin Tang · Xiucheng Li · Fangming Liu · Wenya Wang · Min Zhang · Jing Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3208
Splat the Net: Radiance Fields with Splattable Neural Primitives
In Poster Session 3 Pavilion 4
xilong zhou · Bao-Huy Nguyen · Loïc Magne · Vladislav Golyanik · Thomas Leimkuehler · Christian Theobalt
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#205
NEO — No-Optimization Test-Time Adaptation through Latent Re-Centering
In Poster Session 3 Pavilion 3
Alexander Murphy ⋅ Michal Danilowski ⋅ Soumyajit Chatterjee ⋅ Abhirup Ghosh
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3209
DiffPBR: Point-Based Rendering via Spatial-Aware Residual Diffusion
In Poster Session 3 Pavilion 4
Yiping Xie · Yuchi Huo · Yunlong Ran · Zijian Huang · Lincheng Li · Yingfeng Chen · Jiming Chen · Qi Ye
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#204
Minimax-Optimal Aggregation for Density Ratio Estimation
In Poster Session 3 Pavilion 3
Lukas Gruber · Markus Holzleitner · Sepp Hochreiter · Werner Zellinger
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3210
A Step to Decouple Optimization in 3DGS
In Poster Session 3 Pavilion 4
Renjie Ding · Yaonan Wang · Min Liu · Jialin Zhu · Jiazheng Wang · Jiahao Zhao · Wenting Shen · Feixiang He · Xiang Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#203
Navigating the Accuracy-Size Trade-Off with Flexible Model Merging
In Poster Session 3 Pavilion 3
Akash Dhasade ⋅ Divyansh Jhunjhunwala ⋅ Milos Vujasinovic ⋅ Gauri Joshi ⋅ Anne-Marie Kermarrec
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#202
How NOT to benchmark your SITE metric: Beyond Static Leaderboards and Towards Realistic Evaluation.
In Poster Session 3 Pavilion 3
Prabhant Singh ⋅ Sibylle Hess ⋅ Joaquin Vanschoren
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3211
WorldTree: Towards 4D Dynamic Worlds from Monocular Video using Tree-Chains
In Poster Session 3 Pavilion 4
Qisen Wang ⋅ Yifan Zhao ⋅ Jia Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#201
VITA: Zero-Shot Value Functions via Test-Time Adaptation of Vision–Language Models
In Poster Session 3 Pavilion 3
Christos Ziakas ⋅ Alessandra Russo
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3212
Uncertainty Matters in Dynamic Gaussian Splatting for Monocular 4D Reconstruction
In Poster Session 3 Pavilion 4
Fengzhi Guo ⋅ Chih-Chuan Hsu ⋅ Sihao Ding ⋅ Cheng Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3213
CylinderSplat: 3D Gaussian Splatting with Cylindrical Triplanes for Panoramic Novel View Synthesis
In Poster Session 3 Pavilion 4
Qiwei Wang · Xianghui Ze · Jingyi Yu · Yujiao Shi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#301
Following the Navigation: Enhancing Small Language Models Contextual Reasoning with LLM Guidance
In Poster Session 3 Pavilion 3
Xiaoqi Ni ⋅ Jie Wang ⋅ Lin Yang ⋅ Yiyang Lu ⋅ Hanzhu Chen ⋅ Rui Liu ⋅ Jianye Hao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#302
Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching
In Poster Session 3 Pavilion 3
Zhengyan Wan ⋅ Yidong Ouyang ⋅ Liyan Xie ⋅ Fang Fang ⋅ Hongyuan Zha ⋅ Guang Cheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3413
G4Splat: Geometry-Guided Gaussian Splatting with Generative Prior
In Poster Session 3 Pavilion 4
Junfeng Ni ⋅ Yixin Chen ⋅ Zhifei Yang ⋅ Yu Liu ⋅ Ruijie Lu ⋅ Song-Chun Zhu ⋅ Siyuan Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3214
SkyEvents: A Large-Scale Event-enhanced UAV Dataset for Robust 3D Scene Reconstruction
In Poster Session 3 Pavilion 4
Wenzong Ma · Zhuoxiao Li · Jinjing Zhu · Tongyan Hua · Kanghao Chen · Zidong Cao · Da Yang · Peilun Shi · Yibo Zhou · Wufan Zhao · Hui Xiong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5315
PD$^{2}$GS: Part-Level Decoupling and Continuous Deformation of Articulated Objects via Gaussian Splatting
In Poster Session 3 Pavilion 4
Haowen Wang ⋅ Xiaoping Yuan ⋅ Zhao Jin ⋅ Zhen Zhao ⋅ Zhengping Che ⋅ Yousong Xue ⋅ Jing Tian ⋅ Yakun Huang ⋅ Jian Tang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3215
NOVA3R: Non-pixel-aligned Visual Transformer for Amodal 3D Reconstruction
In Poster Session 3 Pavilion 4
Weirong Chen ⋅ Chuanxia Zheng ⋅ Ganlin Zhang ⋅ Andrea Vedaldi ⋅ Daniel Cremers
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#303
TRACED: Transition-aware Regret Approximation with Co-learnability for Environment Design
In Poster Session 3 Pavilion 3
Geonwoo Cho ⋅ Jaegyun Im ⋅ Jihwan Lee ⋅ Hojun Yi ⋅ Sejin Kim ⋅ Sundong Kim
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3216
Fused-Planes: Why Train a Thousand Tri-Planes When You Can Share?
In Poster Session 3 Pavilion 4
Karim Kassab ⋅ Antoine Schnepf ⋅ Jean-Yves Franceschi ⋅ Laurent Caraffa ⋅ Flavian Vasile ⋅ Jeremie Mary ⋅ Andrew Comport ⋅ Valerie Gouet-Brunet
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#304
One-Prompt Strikes Back: Sparse Mixture of Experts for Prompt-based Continual Learning
In Poster Session 3 Pavilion 3
Minh Le · Bao-Ngoc Dao · Huy Nguyen · Quyen Tran · Anh Nguyen · Nhat Ho
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#305
DUET: Optimizing LLM Training Data Mixtures via Noisy Feedback from Unseen, Downstream Evaluation Tasks
In Poster Session 3 Pavilion 3
Zhiliang Chen · Gregory Kang Ruey Lau · Chuan Sheng Foo · Bryan Kian Hsiang Low
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3217
LiTo: Surface Light Field Tokenization
In Poster Session 3 Pavilion 4
Jen-Hao Chang · Xiaoming Zhao · Dorian Chan · Oncel Tuzel
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#422
Probabilistic Kernel Function for Fast Angle Testing
In Poster Session 3 Pavilion 3
Kejing Lu ⋅ Chuan Xiao ⋅ Yoshiharu Ishikawa
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3218
ETGS: Explicit Thermodynamics Gaussian Splatting for Dynamic Thermal Reconstruction
In Poster Session 3 Pavilion 4
Zhongwen Wang · Han Ling · Weihao Zhang · Yinghui Sun · Quansen Sun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#306
Out-of-Distribution Graph Models Merging
In Poster Session 3 Pavilion 3
Yidi Wang · Ziyue Qiao · Jiawei Gu · Xubin Zheng · Pengyang Wang · pei Xiaobing · Xiao Luo
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2003
Path Matters: Unveiling Geometric Implicit Bias via Curvature-Aware Sparse View Optimization
In Poster Session 3 Pavilion 3
Canran Xiao ⋅ Liaoyuan Fan ⋅ Yanbin Li ⋅ Jing Tang ⋅ Peilai Yu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3318
HDR-NSFF: High Dynamic Range Neural Scene Flow Fields
In Poster Session 3 Pavilion 4
Shin Dong-Yeon ⋅ Kim Jun-Seong ⋅ Kwon Byung-Ki ⋅ Tae-Hyun Oh
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#307
Two-Way Is Better Than One: Bidirectional Alignment with Cycle Consistency for Exemplar-Free Class-Incremental Learning
In Poster Session 3 Pavilion 3
Hongye Xu ⋅ Bartosz Krawczyk
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3317
Implicit 4D Gaussian Splatting for Fast Motion with Large Inter-Frame Displacements
In Poster Session 3 Pavilion 4
Seung-gyeom Kim ⋅ Areum Kim ⋅ Yongjae Yoo ⋅ Sukmin Yun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#308
Prompt-Robust Vision-Language Models via Meta-Finetuning
In Poster Session 3 Pavilion 3
Haohui Liang · Runlin Huang · Yingjun Du · Yujia Hu · Weifeng Su · Cees G Snoek
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3316
Condition Matters in Full-head 3D GANs
In Poster Session 3 Pavilion 4
Heyuan Li · Huimin Zhang · Yuda Qiu · Zhengwentai Sun · Keru Zheng · Lingteng Qiu · Peihao Li · Qi Zuo · Ce Chen · Yujian Zheng · Yuming Gu · Zilong Dong · Xiaoguang Han
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#309
Clustering by Denoising: Latent plug-and-play diffusion for single-cell embeddings
In Poster Session 3 Pavilion 3
Dominik Meier ⋅ Shixing Yu ⋅ Sagnik Nandy ⋅ PROMIT GHOSAL ⋅ Kyra Gan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3315
All That Glitters Is Not Gold: Key-Secured 3D Secrets within 3D Gaussian Splatting
In Poster Session 3 Pavilion 4
Yan Ren · Shilin Lu · Adams Kong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#310
COMPASS: Robust Feature Conformal Prediction for Medical Segmentation Metrics
In Poster Session 3 Pavilion 3
Matt Cheung ⋅ Ashok Veeraraghavan ⋅ Guha Balakrishnan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#311
DiffBED: Scaling Bayesian Experimental Design to High-Dimensions
In Poster Session 3 Pavilion 3
Adhithya Saravanan · Rik Knowles · Gavin Kerrigan · Tom Rainforth
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3314
Splat Feature Solver
In Poster Session 3 Pavilion 4
Butian Xiong · Rong Liu · Kenneth Xu · Meida Chen · Andrew Feng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3313
UFO-4D: Unposed Feedforward 4D Reconstruction from Two Images
In Poster Session 3 Pavilion 4
Junhwa Hur · Charles Herrmann · Songyou Peng · Philipp Henzler · Zeyu Ma · Todd Zickler · Deqing Sun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#312
Neural Posterior Estimation with Latent Basis Expansions
In Poster Session 3 Pavilion 3
Declan McNamara · Yicun Duan · Jeffrey Regier
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3312
D$^2$GS: Depth-and-Density Guided Gaussian Splatting for Stable and Accurate Sparse-View Reconstruction
In Poster Session 3 Pavilion 4
Meixi Song ⋅ Xin Lin ⋅ Dizhe Zhang ⋅ Haodong Li ⋅ Xiangtai Li ⋅ Bo Du ⋅ Lu Qi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#313
Post-hoc Probabilistic Vision-Language Models
In Poster Session 3 Pavilion 3
Anton Baumann ⋅ Rui Li ⋅ Marcus Klasson ⋅ Santeri Mentu ⋅ Shyamgopal Karthik ⋅ Zeynep Akata ⋅ Arno Solin ⋅ Martin Trapp
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#314
Compositional amortized inference for large-scale hierarchical Bayesian models
In Poster Session 3 Pavilion 3
Jonas Arruda · Vikas Pandey · Catherine Sherry · Margarida Barroso · Xavier Intes · Jan Hasenauer · Stefan Radev
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3311
Hyden: A Hybrid Dual-Path Encoder for Monocular Geometry of High-resolution Images
In Poster Session 3 Pavilion 4
Zaiwei Zhang · Marc Mapeke · Wei Ye · Rakesh Ranjan · JQ Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#315
Efficient Credal Prediction through Decalibration
In Poster Session 3 Pavilion 3
Paul Hofman · Timo Löhr · Maximilian Muschalik · Yusuf Sale · Eyke Hüllermeier
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3310
Secondary Motion-Aware 3D Clothed Gaussian Avatars from Monocular Videos
In Poster Session 3 Pavilion 4
Seungeun Lee · SeungJun Moon · Hah Min Lew · Ji-Su Kang · Gyeong-Moon Park
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#316
Conformal Prediction for Long-Tailed Classification
In Poster Session 3 Pavilion 3
Tiffany Ding ⋅ Jean-Baptiste Fermanian ⋅ Joseph Salmon
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3309
Multi-Object System Identification from Videos
In Poster Session 3 Pavilion 4
Chunjiang Liu · Xiaoyuan Wang · Qingran Lin · Albert Xiao · Haoyu Chen · Shizheng Wen · Hao Zhang · Lu Qi · Ming-Hsuan Yang · Laszlo A. Jeni · Min Xu · Yizhou Zhao
[ Slides]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3308
SCas4D: Structural Cascaded Optimization for Boosting Persistent 4D Novel View Synthesis
In Poster Session 3 Pavilion 4
Jipeng Lyu · Jiahua Dong · Yu-Xiong Wang
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#317
From Sorting Algorithms to Scalable Kernels: Bayesian Optimization in High-Dimensional Permutation Spaces
In Poster Session 3 Pavilion 3
Zikai Xie ⋅ Linjiang Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#318
Efficient Autoregressive Inference for Transformer Probabilistic Models
In Poster Session 3 Pavilion 3
Conor Hassan ⋅ Nasrulloh Satrio ⋅ Cen-You Li ⋅ Daolang Huang ⋅ Paul Chang ⋅ Yang Yang ⋅ Francesco Silvestrin ⋅ Samuel Kaski ⋅ Luigi Acerbi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3307
Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation
In Poster Session 3 Pavilion 4
Shufan Li · Jiuxiang Gu · Kangning Liu · Zhe Lin · Zijun Wei · Aditya Grover · Jason Kuen
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#319
DoFlow: Flow-based Generative Models for Interventional and Counterfactual Forecasting on Time Series
In Poster Session 3 Pavilion 3
Dongze Wu · Feng Qiu · Yao Xie
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3306
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
In Poster Session 3 Pavilion 4
Israfel Salazar · Manuel Fernández Burda · Shayekh Islam · Arshia Soltani Moakhar · Shivalika Singh · Fabian Farestam · Angelika Romanou · Danylo Boiko · Dipika Khullar · Mike Zhang · Dominik Krzemiński · Jekaterina Novikova · Luisa Shimabucoro · Joseph Marvin Imperial · Rishabh Maheshwary · Sharad Duwal · Alfonso Amayuelas · Swati Rajwal · Jebish Purbey · Ahmed Ruby · Nicholas Popovič · Marek Suppa · Azmine Toushik Wasi · Ram Mohan Rao Kadiyala · Olga Tsymboi · Maksim Kostritsya · Bardia moakhar · Gabriel da Costa Merlin · Otávio Coletti · Maral Jabbarishiviari · MOHAMMADAMIN FARAHANIFARD · Silvia Fernandez · María Grandury · Dmitry Abulkhanov · Drishti Sharma · Andre Guarnier De Mitri · Leticia Marchezi · Setayesh Heydari · Johan S Obando Ceron · Nazar Kohut · Beyza Ermis · Desmond Elliott · Enzo Ferrante · Sara Hooker · Marzieh Fadaee
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3305
MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction
In Poster Session 3 Pavilion 4
Zilin Xiao ⋅ Qi Ma ⋅ Mengting Gu ⋅ Chun-cheng Chen ⋅ Xintao Chen ⋅ Vicente Ordonez ⋅ Vijai Mohan
[ Slides]  [ Poster]  [ OpenReview] 
Blog Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#320
What (and What Not) are Calibrated Probabilities Actually Useful for?
In Poster Session 3 Pavilion 3
Guoxuan Xia
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#321
PU-BENCH: A UNIFIED BENCHMARK FOR RIGOROUS AND REPRODUCIBLE PU LEARNING
In Poster Session 3 Pavilion 3
Qiuyi Chen · Haiyang Zhang · Leqi Zhang · Changchun Li · Jia Wang · Wei Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3304
RIVER: A Real-Time Interaction Benchmark for Video LLMs
In Poster Session 3 Pavilion 4
Yansong Shi · Qingsong Zhao · Tianxiang Jiang · Xiangyu Zeng · Yi Wang · Limin Wang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3303
TripleSumm: Adaptive Triple-Modality Fusion for Video Summarization
In Poster Session 3 Pavilion 4
Sumin Kim ⋅ Hyemin Jeong ⋅ Mingu Kang ⋅ Yejin Kim ⋅ Yoori Oh ⋅ Joonseok Lee
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#322
When Shift Happens - Confounding Is to Blame
In Poster Session 3 Pavilion 3
Gowtham Reddy Abbavaram ⋅ Celia Rubio-Madrigal ⋅ Rebekka Burkholz ⋅ Krikamol Muandet
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3302
OSWorld-MCP: Benchmarking MCP Tool Invocation In Computer-Use Agents
In Poster Session 3 Pavilion 4
Hongrui Jia · Jitong Liao · Xi Zhang · Haiyang Xu · Tianbao Xie · Chaoya Jiang · Ming Yan · Si Liu · Wei Ye · Fei Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5302
CoMem: Compositional Concept-Graph Memory for Vision–Language Adaptation
In Poster Session 3 Pavilion 4
Heng Zhou ⋅ Jing Tang ⋅ Juheng zhang ⋅ Yanshu Li ⋅ Canran Xiao ⋅ Liwei Hou ⋅ Zong Ke ⋅ Jiawei Yao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#323
Delving into Spectral Clustering with Vision-Language Representations
In Poster Session 3 Pavilion 3
Bo Peng · Yuanwei Hu · Bo Liu · Ling Chen · Jie Lu · Zhen Fang
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#324
Do LLM Agents Know How to Ground, Recover, and Assess? Evaluating Epistemic Competence in Information-Seeking Agents
In Poster Session 3 Pavilion 3
Jiaqi Shao ⋅ Yuxiang Lin ⋅ Munish P Lohani ⋅ Yufeng Miao ⋅ Bing Luo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3301
TikZilla: Scaling Text-to-TikZ with High-Quality Data and Reinforcement Learning
In Poster Session 3 Pavilion 4
Christian Greisinger · Steffen Eger
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#424
Pseudo-Non-Linear Data Augmentation: A Constrained Energy Minimization Viewpoint
In Poster Session 3 Pavilion 3
Pingbang Hu · Mahito Sugiyama
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3401
Efficient Test-Time Scaling for Small Vision-Language Models
In Poster Session 3 Pavilion 4
Mehmet Onurcan Kaya ⋅ Desmond Elliott ⋅ Dim Papadopoulos
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3402
SURGE: Surprise-Guided Token Reduction for Efficient Video Understanding with VLMs
In Poster Session 3 Pavilion 4
Chong Tang · Sannara Ek · Dirk Koch · Robert Mullins · Alex Weddell · Jagmohan Chauhan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#423
Summaries as Centroids for Interpretable and Scalable Text Clustering
In Poster Session 3 Pavilion 3
Jairo Diaz-Rodriguez
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3403
On Discriminative vs. Generative classifiers: Rethinking MLLMs for Action Understanding
In Poster Session 3 Pavilion 4
Zhanzhong Pang · Dibyadip Chatterjee · Fadime Sener · Angela Yao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#421
SONATA: Synergistic Coreset Informed Adaptive Temporal Tensor Factorization
In Poster Session 3 Pavilion 3
Maolin WANG · Zhiqi Li · Binhao Wang · Xuhui Chen · Tianshuo Wei · Wanyu Wang · Shikai Fang · Ruocheng Guo · Zenglin Xu · Xiangyu Zhao
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3404
Beyond Text-to-Image: Liberating Generation with a Unified Discrete Diffusion Model
In Poster Session 3 Pavilion 4
Qingyu Shi · Jinbin Bai · Zhuoran Zhao · Wenhao Chai · Kaidong Yu · Jianzong Wu · Shuangyong Song · Yunhai Tong · Xiangtai Li · Xuelong Li · Shuicheng YAN
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#420
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
In Poster Session 3 Pavilion 3
Jonathan Bragg · Mike D'Arcy · Nishant Balepur · Dan Bareket · Bhavana Dalvi Mishra · Sergey Feldman · Dany Haddad · Jena Hwang · Peter Jansen · Varsha Kishore · Bodhisattwa Prasad Majumder · Aakanksha Naik · Sigal Rahamimov · Kyle Richardson · Amanpreet Singh · Harshit Surana · Aryeh Tiktinsky · Rosni Vasu · Guy Wiener · Chloe Anastasiades · Stefanus Candra · Jason Dunkelberger · Daniel Emery · Rob Evans · Malachi Hamada · Regan Huff · Rodney Kinney · Matt Latzke · Jaron Lochner · Ruben Lozano-Aguilera · Ngoc-Uyen Nguyen · Smita Rao · Amber Tanaka · Brooke Vlahos · Peter Clark · Doug Downey · Yoav Goldberg · Ashish Sabharwal · Daniel Weld
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3405
Omni-View: Unlocking How Generation Facilitates Understanding in Unified 3D Model based on Multiview images
In Poster Session 3 Pavilion 4
Jiakui Hu · Shanshan Zhao · Qing-Guo Chen · Xuerui Qiu · Jialun Liu · Zhao Xu · Weihua Luo · Kaifu Zhang · Yanye Lu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3406
Automatic Image-Level Morphological Trait Annotation for Organismal Images
In Poster Session 3 Pavilion 4
Vardaan Pahuja ⋅ Samuel Stevens ⋅ Alyson East ⋅ Sydne Record ⋅ Yu Su
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#419
Sharing State Between Prompts and Programs
In Poster Session 3 Pavilion 3
Ellie Cheng ⋅ Logan Weber ⋅ Tian Jin ⋅ Michael Carbin
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#418
Generalizing Linear Autoencoder Recommenders with Decoupled Expected Quadratic Loss
In Poster Session 3 Pavilion 3
Ruixin Guo ⋅ Xinyu Li ⋅ Hao Zhou ⋅ Yang Zhou ⋅ Ruoming Jin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3407
CityLens: Evaluating Large Vision-Language Models for Urban Socioeconomic Sensing
In Poster Session 3 Pavilion 4
Tianhui Liu ⋅ Hetian Pang ⋅ Xin Zhang ⋅ Tianjian Ouyang ⋅ Zhiyuan Zhang ⋅ Jie Feng ⋅ Yong Li ⋅ Pan Hui
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3408
Long-tailed Test-Time Adaptation for Vision-Language Models
In Poster Session 3 Pavilion 4
Xucong Wang · Zhe Zhao · Zekun Wang · Xiaofeng Cao · Xu Wang · Di Wu · Pengkun Wang · Yang Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#417
FRABench and UFEval: Unified Fine-grained Evaluation with Task and Aspect Generalization
In Poster Session 3 Pavilion 3
Shibo Hong · jiahao ying · Haiyuan Liang · Mengdi Zhang · Jun Kuang · Jiazheng Zhang · Yixin Cao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#416
LLM as an Algorithmist: Enhancing Anomaly Detectors via Programmatic Synthesis
In Poster Session 3 Pavilion 3
Hangting Ye · Jinmeng Li · He Zhao · Mingchen Zhuge · Dandan Guo · Yi Chang · Hongyuan Zha
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3409
VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
In Poster Session 3 Pavilion 4
Kyoungjun Park ⋅ Yifan Yang ⋅ Juheon Yi ⋅ Shicheng Zheng ⋅ Muhammad Muaz ⋅ Yifei Shen ⋅ Dongqi Han ⋅ Caihua Shan ⋅ Lili Qiu
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3410
Imitating the Truth: Attention-aware Truth-Guided Enhancement for Hallucination Mitigation in Large Vision-Language Models
In Poster Session 3 Pavilion 4
Hairui Ren · Zixuan Wang · Yibo Yang · He Zhao · Fan Tang · Dandan Guo · Yi Chang
[ OpenReview] 
Blog Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#415
The Layered Ontology of Models, Resolving the Epistemological Crisis of AI
In Poster Session 3 Pavilion 3
Zhun Sun
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#414
RADAR: Learning to Route with Asymmetry-aware Distance Representations
In Poster Session 3 Pavilion 3
Hang Yi · Ziwei Huang · Yining Ma · Zhiguang Cao
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3411
ODI-Bench: Can MLLMs Understand Immersive Omnidirectional Environments?
In Poster Session 3 Pavilion 4
Liu Yang · Huiyu Duan · Ran Tao · Juntao Cheng · Sijing Wu · Yunhao Li · jing Liu · Xiongkuo Min · Guangtao Zhai
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3412
EdgeCape: Edge Weight Prediction For Category-Agnostic Pose Estimation
In Poster Session 3 Pavilion 4
Or Hirschorn ⋅ Shai Avidan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#413
Combination-of-Experts with Knowledge Sharing for Cross-Task Vehicle Routing Problems
In Poster Session 3 Pavilion 3
Zikang Yu · Jinbiao Chen · Jiahai Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#412
Learning to Solve Orienteering Problem with Time Windows and Variable Profits
In Poster Session 3 Pavilion 3
Songqun Gao · Zanxi Ruan · Patrick Floor · Marco Roveri · Luigi Palopoli · Daniele Fontanelli
[ Slides]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#411
Celo: Training Versatile Learned Optimizers on a Compute Diet
In Poster Session 3 Pavilion 3
Abhinav Moudgil · Boris Knyazev · Guillaume Lajoie · Eugene Belilovsky
[ Poster] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3414
UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction as Reasoning
In Poster Session 3 Pavilion 4
Liangyu Chen · Hanzhang Zhou · chenglin cai · Jianan Zhang · Panrong Tong · Xu Zhang · Quyu Kong · Chen Liu · Yuqi Liu · Wenxuan Wang · Yue Wang · Qin Jin · Steven HOI
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#410
Bilevel Optimization with Lower-Level Uniform Convexity: Theory and Algorithm
In Poster Session 3 Pavilion 3
Yuman Wu · Xiaochuan Gong · Jie Hao · Mingrui Liu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3415
TPRU: Advancing Temporal and Procedural Understanding in Large Multimodal Models
In Poster Session 3 Pavilion 4
Zhenkun Gao · Xuhong Wang · Xin Tan · Yuan Xie
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3416
Boosting Medical Visual Understanding From Multi-Granular Language Learning
In Poster Session 3 Pavilion 4
Zihan Li ⋅ Yiqing Wang ⋅ Sina Farsiu ⋅ Paul Kinahan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#409
LogART: Pushing the Limit of Efficient Logarithmic Post-Training Quantization
In Poster Session 3 Pavilion 3
Jiawei Xu · Yi Zheng · Chenghe Sun · Taiyu Zhou · Zuqi Zhang · Jie Li · Lirong Zheng · Zhuo Zou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#408
Hinge Regression Tree: A Newton Method for Oblique Regression Tree Splitting
In Poster Session 3 Pavilion 3
Hongyi Li · Han Lin · Jun Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3417
TerraFM: A Scalable Foundation Model for Unified Multisensor Earth Observation
In Poster Session 3 Pavilion 4
Muhammad Sohail Danish · Muhammad Akhtar Munir · Syed Shah · Muhammad Haris Khan · Rao Anwer · Jorma Laaksonen · Fahad Khan · Salman Khan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3418
pFedMMA: Personalized Federated Fine-Tuning with Multi-Modal Adapter for Vision-Language Models
In Poster Session 3 Pavilion 4
Sajjad Ghiasvand ⋅ Mahnoosh Alizadeh ⋅ Ramtin Pedarsani
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#407
On Smoothness Bounds for Non-Clairvoyant Scheduling with Predictions
In Poster Session 3 Pavilion 3
Tianming Zhao · Albert Zomaya
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#406
Generative Bayesian Optimization: Generative Models as Acquisition Functions
In Poster Session 3 Pavilion 3
Rafael Oliveira · Dan Steinberg · Edwin Bonilla
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#405
Submodular Function Minimization with Dueling Oracle
In Poster Session 3 Pavilion 3
Kaien Sho · Shinji Ito
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3517
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
In Poster Session 3 Pavilion 4
Xin Lai · Junyi Li · Wei Li · Tao Liu · Tianjian Li · Hengshuang Zhao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#404
Energy-Efficient Random Variate Generation via Compressed Lookup Tables
In Poster Session 3 Pavilion 3
Johann Ukrow · Anna Kazachkova · Nicolas Alder · Sven Köhler · Rainer Schlosser · Ralf Herbrich
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3516
Mordal: Automated Pretrained Model Selection for Vision Language Models
In Poster Session 3 Pavilion 4
Shiqi He · Insu Jang · Mosharaf Chowdhury
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#403
Constrained Decoding of Diffusion LLMs with Context-Free Grammars
In Poster Session 3 Pavilion 3
Niels Mündler ⋅ Jasper Dekoninck ⋅ Martin Vechev
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3515
InternSVG: Towards Unified SVG Tasks with Multimodal Large Language Models
In Poster Session 3 Pavilion 4
Haomin Wang · Jinhui Yin · Qi Wei · Wenguang Zeng · Lixin Gu · Shenglong Ye · Zhangwei Gao · Yaohui Wang · Yanting Zhang · Yuanqi Li · Yanwen Guo · Wenhai Wang · Kai Chen · Yu Qiao · Hongjie Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3514
Task-Related Token Compression in Multimodal Large Language Models from an Explainability Perspective
In Poster Session 3 Pavilion 4
Lei Lei · Jie Gu · Xiaokang Ma · Chu Tang · Jingmin Chen · Tong Xu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#402
Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE
In Poster Session 3 Pavilion 3
Frank Wan ⋅ Lucheng Fu ⋅ Haoxin Liu ⋅ Yiqiao Jin ⋅ Hui Leong ⋅ Eric Jiang ⋅ Hejia Geng ⋅ Jinhe Bi ⋅ Yunpu Ma ⋅ Xiangru Tang ⋅ B. Aditya Prakash ⋅ Yizhou Sun ⋅ Wei Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2002
Reversible Primitive–Composition Alignment for Continual Vision–Language Learning
In Poster Session 3 Pavilion 3
Canran Xiao ⋅ Tianxiang Xu ⋅ SiYuan Ma ⋅ Yiyang Jiang ⋅ Haoyu Gao ⋅ Yuhan Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3513
Efficient Discriminative Joint Encoders for Large Scale Vision-Language Reranking
In Poster Session 3 Pavilion 4
Mitchell Keren Taraday ⋅ Shahaf Wagner ⋅ Chaim Baskin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#401
DASH: Deterministic Attention Scheduling for High-throughput Reproducible LLM Training
In Poster Session 3 Pavilion 3
Xinwei Qiang · Hongmin chen · Shixuan Sun · Jingwen Leng · Xin Liu · Minyi Guo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#501
Proving the Limited Scalability of Centralized Distributed Optimization via a New Lower Bound Construction
In Poster Session 3 Pavilion 3
Alexander Tyurin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3512
Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence
In Poster Session 3 Pavilion 4
Wenzhe Yin · Zehao Xiao · Pan Zhou · Shujian Yu · Jiayi Shen · Jan-jakob Sonke · Efstratios Gavves
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#502
Bi-LoRA: Efficient Sharpness-Aware Minimization for Fine-Tuning Large-Scale Models
In Poster Session 3 Pavilion 3
Yuhang Liu · Tao Li · Zhehao Huang · Zuopeng Yang · Xiaolin Huang
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3511
LLaVA-4D: Embedding SpatioTemporal Prompt into LMMs for 4D Scene Understanding
In Poster Session 3 Pavilion 4
Hanyu Zhou · Gim H Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3510
LLMs as Rules Oracles: Exploring Real-World Multimodal Reasoning in Tabletop Strategy Game Environments
In Poster Session 3 Pavilion 4
Joseph Peper · Sai Krishna Gandra · Yunxiang Zhang · Vaibhav Chennareddy · Shloki Jha · Ali Payani · Lu Wang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#503
HiFo-Prompt: Prompting with Hindsight and Foresight for LLM-based Automatic Heuristic Design
In Poster Session 3 Pavilion 3
ChentongChen · Mengyuan Zhong · Jialong Shi · Jianyong Sun · Ye Fan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#504
The Unseen Frontier: Pushing the Limits of LLM Sparsity with Surrogate-Free ADMM
In Poster Session 3 Pavilion 3
Kwanhee Lee ⋅ Hyeondo Jang ⋅ Dongyeop Lee ⋅ Dan Alistarh ⋅ Namhoon Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3509
Detecting Temporal Misalignment Attacks in Multimodal Fusion for Autonomous Driving
In Poster Session 3 Pavilion 4
Md Hasan Shahriar ⋅ Mohaimin Al Barat ⋅ Harshavardhan Sundar ⋅ Ning Zhang ⋅ Naren Ramakrishnan ⋅ Thomas Hou ⋅ Wenjing Lou
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#505
RepSpec: Structural Re-parameterized Draft Model Training for Speculative Decoding
In Poster Session 3 Pavilion 3
FEIYE HUO · Jianchao Tan · Jiahao Liu · Zixu Jiang · Jiacheng Li · Jingang Wang · Xunliang Cai · Shengli Sun
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3508
DaVinci: Reinforcing Visual-Structural Syntax in MLLMs for Generalized Scientific Diagram Parsing
In Poster Session 3 Pavilion 4
Xingchen ZENG · Zhewei Su · Hengming Zhang · Juyong Jiang · Jiazhi Xia · Wei Zeng
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#506
Tighter Performance Theory of FedExProx
In Poster Session 3 Pavilion 3
Wojciech Anyszka ⋅ Kaja Gruntkowska ⋅ Alexander Tyurin ⋅ Peter Richtarik
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3507
Plan then Act: Bi-level CAD Command Sequence Generation
In Poster Session 3 Pavilion 4
Qiangya Guo ⋅ Gang Dai ⋅ Zhuoman Liu ⋅ Shuangping Huang ⋅ Yunqing Hu ⋅ Huiyuan Zhang ⋅ Tianshui Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#507
Sobolev Gradient Ascent for Optimal Transport: Barycenter Optimization and Convergence Analysis
In Poster Session 3 Pavilion 3
Kaheon Kim ⋅ Bohan Zhou ⋅ Changbo Zhu ⋅ Xiaohui Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3506
MIMIC-Bench: Exploring the User-Like Thinking and Mimicking Capabilities of Multimodal Large Language Models
In Poster Session 3 Pavilion 4
Jiajie Teng · Huiyu Duan · Sijing Wu · Jiarui Wang · Xilei Zhu · Jianing Jin · Wei Shen · Xiongkuo Min · Guangtao Zhai
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3505
Sapiens2
In Poster Session 3 Pavilion 4
Rawal Khirodkar ⋅ He Wen ⋅ Julieta Martinez ⋅ Yuan Dong ⋅ Zhaoen Su ⋅ Shunsuke Saito
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#508
AdaCache: Adaptive Caching and Context Augmentation for Efficient LLM Serving
In Poster Session 3 Pavilion 3
Zihao Zeng · Siyi Li · Xinyu Yan · Lei Xiao · Wei Yang Bryan Lim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3504
The Unseen Bias: How Norm Discrepancy in Pre-Norm MLLMs Leads to Visual Information Loss
In Poster Session 3 Pavilion 4
Bozhou Li · Xinda Xue · Sihan Yang · Yang Shi · Xinlong Chen · Yushuo Guan · Yuanxing Zhang · Wentao Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#509
MnemoDyn: Learning Resting State Dynamics from $40$K FMRI sequences
In Poster Session 3 Pavilion 3
Sourav Pal · Viet Luong · Hoseok Lee · Tingting Dan · Guorong Wu · Richard Davidson · Won Hwa Kim · Vikas Singh
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3503
To View Transform or Not to View Transform: NeRF-based Pre-training Perspective
In Poster Session 3 Pavilion 4
Hyeonjun Jeong · Juyeb Shin · Dongsuk Kum
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#510
Iterative Training of Physics-Informed Neural Networks with Fourier-enhanced Features
In Poster Session 3 Pavilion 3
yulun wu ⋅ Miguel Aguiar ⋅ Karl H. Johansson ⋅ Matthieu Barreau
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#511
Sign-SGD via Parameter-Free Optimization
In Poster Session 3 Pavilion 3
Daniil Medyakov · Stanko Sergey · Gleb Molodtsov · Philip Zmushko · Grigoriy Evseev · Egor Petrov · Aleksandr Beznosikov
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3502
Robust Test-time Video-Text Retrieval: Benchmarking and Adapting for Query Shifts
In Poster Session 3 Pavilion 4
Bingqing Zhang · Zhuo Cao · Heming Du · Yang Li · Xue Li · Jiajun Liu · Sen Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#512
Stable-LoRA: Stabilizing Feature Learning of Low-Rank Adaptation
In Poster Session 3 Pavilion 3
Yize Wu · KE GAO · Ling Li · Yanjun WU
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3501
Mitigating Hallucination in Vision-Language Model with Depth and Spatial-aware Key-Value Refinement
In Poster Session 3 Pavilion 4
Gusang Lee · Soohyun Kim · Donghoon Kim · Kyuhong Shim · Byonghyo Shim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3601
LongHorizonUI: A Unified Framework for Robust long-horizon Task Automation of GUI Agent
In Poster Session 3 Pavilion 4
Bin Kang ⋅ Shaoguo Wen ⋅ YIFEI BI ⋅ Shunlong Wu ⋅ Xinbin Yuan ⋅ Rui Shao ⋅ Junle Wang ⋅ Zhuotao Tian
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#513
Slow-Fast Policy Optimization: Reposition-Before-Update for LLM Reasoning
In Poster Session 3 Pavilion 3
Ziyan Wang · Zheng Wang · Xingwei Qu · Qi Cheng · Jie Fu · Shengpu Tang · Minjia Zhang · Xiaoming Huo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3602
Simulation to Rules: A Dual-VLM Framework for Formal Visual Planning
In Poster Session 3 Pavilion 4
Yilun Hao ⋅ Yongchao Chen ⋅ Chuchu Fan ⋅ Yang Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#514
SkillFactory: Self-Distillation for Learning Cognitive Behaviors
In Poster Session 3 Pavilion 3
Zayne Sprague · Jack Lu · Manya Wadhwa · Sedrick Keh · Mengye Ren · Greg Durrett
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3603
Uni-CoT: Towards Unified Chain-of-Thought Reasoning Across Text and Vision
In Poster Session 3 Pavilion 4
Luozheng Qin ⋅ GONG JIA ⋅ Yuqing Sun ⋅ Tianjiao Li ⋅ Haoyu Pan ⋅ Mengping Yang ⋅ Xiaomeng Yang ⋅ Chao Qu ⋅ Zhiyu Tan ⋅ Hao Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#515
RLAP-CLIP: Continual Multimodal Learning with Prototype Adaptation and Difficulty-Aware Routing
In Poster Session 3 Pavilion 3
Ruikun Luo · Jiarui Wang · Yuan Gao · Jing Yang · Jieming Yang · Song Wu · Hai Jin · Xiaoyu Xia
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#516
Mixture-of-Experts Can Surpass Dense LLMs Under Strictly Equal Resource
In Poster Session 3 Pavilion 3
Houyi Li · Ka Man Lo · Shijie Xuyang · Ziqi Wang · Wenzhen Zheng · Haocheng Zhang · Zhao Li · Shuigeng Zhou · Xiangyu Zhang · Daxin Jiang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3604
MARC: Memory-Augmented RL Token Compression for Efficient Video Understanding
In Poster Session 3 Pavilion 4
Peiran Wu · Zhuorui Yu · Yunze Liu · Chi-Hao Wu · Enmin Zhou · Junxiao Shen
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3611
Query-Guided Spatial–Temporal–Frequency Interaction for Music Audio–Visual Question Answering
In Poster Session 3 Pavilion 4
Kun Li ⋅ Michael Yang ⋅ Sami Sebastian Brandt
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3605
TableDART: Dynamic Adaptive Multi-Modal Routing for Table Understanding
In Poster Session 3 Pavilion 4
Xiaobo Xing ⋅ Wei Yuan ⋅ Tong Chen ⋅ Quoc Viet Hung Nguyen ⋅ Xiangliang Zhang ⋅ Hongzhi Yin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#517
ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models
In Poster Session 3 Pavilion 3
Federico Danieli · Pau Rodriguez · Miguel Sarabia · Xavier Suau · Luca Zappella
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5303
Meta-UCF: Unified Task-Conditioned LoRA Generation for Continual Learning in Large Language Models
In Poster Session 3 Pavilion 4
ShiLin Xiao ⋅ Tianxiang Xu ⋅ Canran Xiao ⋅ Weihao Luo ⋅ Liwei Hou ⋅ Chuangxin Zhao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3606
RL makes MLLMs see better than SFT
In Poster Session 3 Pavilion 4
Junha Song · Sangdoo Yun · Dongyoon Han · Jaegul Choo · Byeongho Heo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#518
Equilibrium Language Models
In Poster Session 3 Pavilion 3
Yikun Jiang ⋅ Huanyu Wang ⋅ Tianhong Ding ⋅ Wenhu Zhang ⋅ Yiming Wu ⋅ Hanbin Zhao ⋅ John C.S. Lui
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#519
DiaBlo: Diagonal Blocks Are Sufficient For Finetuning
In Poster Session 3 Pavilion 3
Selcuk Gurses ⋅ Aozhong Zhang ⋅ Yanxia Deng ⋅ Xun Dong ⋅ Xin Li ⋅ Naigang Wang ⋅ Penghang Yin ⋅ Zi Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3607
AgilePruner: An Empirical Study of Attention and Diversity for Adaptive Visual Token Pruning in Large Vision-Language Models
In Poster Session 3 Pavilion 4
Changwoo Baek ⋅ Jouwon Song ⋅ Sohyeon Kim ⋅ Kyeongbo Kong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3608
Imagine How To Change: Explicit Procedure Modeling for Change Captioning
In Poster Session 3 Pavilion 4
Jiayang Sun ⋅ Zixin Guo ⋅ Min Cao ⋅ Guibo Zhu ⋅ Jorma Laaksonen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#520
Towards Understanding The Calibration Benefits of Sharpness-Aware Minimization
In Poster Session 3 Pavilion 3
Chengli Tan · Yubo Zhou · Haishan Ye · Guang Dai · Junmin Liu · Zengjie Song · Jiangshe Zhang · Zixiang Zhao · Yunda Hao · Yong Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#521
Beyond Multi-Token Prediction: Pretraining LLMs with Future Summaries
In Poster Session 3 Pavilion 3
Divyat Mahajan ⋅ Sachin Goyal ⋅ Badr Youbi Idrissi ⋅ Mohammad Pezeshki ⋅ Ioannis Mitliagkas ⋅ David Lopez-Paz ⋅ Kartik Ahuja
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3609
SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward
In Poster Session 3 Pavilion 4
Kaixuan Fan · Kaituo Feng · Haoming Lyu · Dongzhan Zhou · Xiangyu Yue
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#522
Toward Principled Flexible Scaling for Self-Gated Neural Activation
In Poster Session 3 Pavilion 3
Sudong Cai ⋅ Shuyuan Zheng ⋅ Bingzhi Chen ⋅ Shuai Yuan ⋅ Chuan Xiao ⋅ Jianbin Qin ⋅ Bing WANG
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3610
K-Prism: A Knowledge-Guided and Prompt Integrated Universal Medical Image Segmentation Model
In Poster Session 3 Pavilion 4
Bangwei Guo · Yunhe Gao · Meng Ye · Difei Gu · Yang Zhou · Leon Axel · Dimitris Metaxas
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#523
UNITE: Universal kNowledge Integration from Task-specific Experts
In Poster Session 3 Pavilion 3
Shuxia Lin · Qiufeng Wang · xu yang · Xin Geng
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#524
Compute-Optimal Quantization-Aware Training
In Poster Session 3 Pavilion 3
Aleksandr Dremov ⋅ David Grangier ⋅ Angelos Katharopoulos ⋅ Awni Hannun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3612
Cross-Timestep: 3D Diffusion Model with Trans-temporal Memory LSTM and Adaptive Priori Decoding Strategy for Medical Segmentation
In Poster Session 3 Pavilion 4
Shangqian Wu · Siyuan Shen · Yahan Li · Zhijian Huang · Ziyu Fan · Yuanpeng Zhang · YI WANG · Lei Deng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#525
LANE: Label-Aware Noise Elimination for Fine-Grained Text Classification
In Poster Session 3 Pavilion 3
Tiberiu Sosea · Cornelia Caragea
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3613
S3OD: Towards Generalizable Salient Object Detection with Synthetic Data
In Poster Session 3 Pavilion 4
Orest Kupyn ⋅ Hirokatsu Kataoka ⋅ Christian Rupprecht
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3614
WOW-Seg: A Word-free Open World Segmentation Model
In Poster Session 3 Pavilion 4
Danyang Li · Tianhao Wu · Bin Lin · Zhenyuan Chen · Yang Zhang · Yuxuan Li · Ming-Ming Cheng · Xiang Li
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#526
Intrinsic Lorentz Neural Network
In Poster Session 3 Pavilion 3
Xianglong Shi · Ziheng Chen · Yunhan Jiang · Nicu Sebe
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#626
Boolean Satisfiability via Imitation Learning
In Poster Session 3 Pavilion 3
Zewei Zhang · Huan Liu · YUANHAO YU · Jun Chen · Xiangyu Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3615
Matting Anything 2: Towards Video Matting for Anything
In Poster Session 3 Pavilion 4
Chenyi Zhang · Yiheng Lin · Yunchao Wei · Hongsong Wang · Caifeng Shan · Fang Zhao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3616
ASCIIEval: Benchmarking Models' Visual Perception in Text Strings via ASCII Art
In Poster Session 3 Pavilion 4
Qi Jia ⋅ Xiang Yue ⋅ Shanshan Huang ⋅ Ziheng Qin ⋅ Yizhu Liu ⋅ Bill Yuchen Lin ⋅ Yang You ⋅ Guangtao Zhai
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#625
SAES-SVD: Self-Adaptive Suppression of Accumulated and Local Errors for SVD-based LLM Compression
In Poster Session 3 Pavilion 3
Xing Hu · Dawei Yang · Yuan Cheng · Zhixuan Chen · Zukang Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3617
Self-Refining Vision Language Model for Robotic Failure Detection and Reasoning
In Poster Session 3 Pavilion 4
Carl Qi · Xiaojie Wang · Silong Yong · Stephen Sheng · Huitan Mao · sriram srinivasan · Manikantan Nambi · Amy Zhang · Yeshwant Dattatreya
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#623
Beyond Fixed: Training-Free Variable-Length Denoising for Diffusion Large Language Models
In Poster Session 3 Pavilion 3
Jinsong Li ⋅ Xiaoyi Dong ⋅ Yuhang Zang ⋅ Yuhang Cao ⋅ Jiaqi Wang ⋅ Dahua Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3618
FSOD-VFM: Few-Shot Object Detection with Vision Foundation Models and Graph Diffusion
In Poster Session 3 Pavilion 4
Chen-Bin Feng · Youyang Sha · Longfei Liu · Yongjun YU · Chi-Man VONG · Xuanlong Yu · Xi SHEN
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3718
DiVE-k: DIFFERENTIAL VISUAL REASONING FOR FINE-GRAINED IMAGE RECOGNITION
In Poster Session 3 Pavilion 4
Raja Kumar ⋅ Arka Sadhu ⋅ Ram Nevatia
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#622
(U)NFV: (Un)Supervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
In Poster Session 3 Pavilion 3
Nathan Lichtlé ⋅ Alexi Canesse ⋅ Zhe Fu ⋅ HOSSEIN MATIN ⋅ Maria Delle Monache ⋅ Alexandre M Bayen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#621
Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression
In Poster Session 3 Pavilion 3
YU CHENYUE · Lingao Xiao · Jinhong Deng · Ivor Tsang · Yang He
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#209
IceCache: Memory-Efficient KV-cache Management for Long-Sequence LLMs
In Poster Session 3 Pavilion 3
Yuzhen Mao ⋅ Qitong Wang ⋅ Martin Ester ⋅ Ke Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3717
VisionLaw: Inferring Interpretable Intrinsic Dynamics from Visual Observations via Bilevel Optimization
In Poster Session 3 Pavilion 4
Jiajing Lin ⋅ Shu Jiang ⋅ Qingyuan Zeng ⋅ Zhenzhong Wang ⋅ Min Jiang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3716
GmNet: Revisiting Gating Mechanisms From A Frequency View
In Poster Session 3 Pavilion 4
Yifan Wang · Xu Ma · Yitian Zhang · Yizhou Wang · Zhongruo Wang · Sung-Cheol Kim · Vahid Mirjalili · Vidya Renganathan · Yun Fu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#620
MoBE: Mixture-of-Basis-Experts for Compressing MoE-based LLMs
In Poster Session 3 Pavilion 3
Xiaodong Chen · Mingming Ha · Zhenzhong Lan · Jing Zhang · Jianguo Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3715
Customizing Visual Emotion Evaluation for MLLMs: An Open-vocabulary, Multifaceted, and Scalable Approach
In Poster Session 3 Pavilion 4
Daiqing Wu · Dongbao Yang · Sicheng Zhao · Can Ma · Yu ZHOU
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#619
ARMOR: High-Performance Semi-Structured Pruning via Adaptive Matrix Factorization
In Poster Session 3 Pavilion 3
Lawrence Liu · Alexander Liu · Mengdi Wang · Tuo Zhao · Lin Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3714
Exploring Specular Reflection Inconsistency for Generalizable Face Forgery Detection
In Poster Session 3 Pavilion 4
Hongyan Fei · Zexi Jia · Chuanwei Huang · Jinchao Zhang · Jie Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#618
Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs
In Poster Session 3 Pavilion 3
Song Bian · Tao Yu · Shivaram Venkataraman · Youngsuk Park
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3713
3DSMT: A Hybrid Spiking Mamba-Transformer for Point Cloud Analysis
In Poster Session 3 Pavilion 4
zhiming Zhou · Yong He · Qiaoyun Wu · Chaoxu Mu · Ajmal Mian
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#616
FreqKV: Key-Value Compression in Frequency Domain for Context Window Extension
In Poster Session 3 Pavilion 3
Jushi Kai · Yixuan Wang · Boyi Zeng · Haoli Bai · Bo Jiang · Ziwei He · Zhouhan Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3712
Point-Focused Attention Meets Context-Scan State Space: Robust Biological Visual Perception for Point Cloud Representation
In Poster Session 3 Pavilion 4
Kanglin Qu · Pan Gao · Qun Dai · Yuanhao Sun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#615
On learning linear dynamical systems in context with attention layers
In Poster Session 3 Pavilion 3
Maria-Luiza Vlǎdǎrean ⋅ Xuhui Zhang ⋅ Suvrit Sra
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3711
Enabling Your Forensic Detector Know How Well It Performs on Distorted Samples
In Poster Session 3 Pavilion 4
Bin Li · Haoyu Li · Haodong Li · Jiaming Zhong · Changsheng Chen · Jiangqun Ni · bo.cao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3710
EAST: Early Action Prediction Sampling Strategy with Token Masking
In Poster Session 3 Pavilion 4
Iva Sović ⋅ Ivan Martinović ⋅ Marin Oršić
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#614
Identifying and Evaluating Inactive Heads in Pretrained LLMs
In Poster Session 3 Pavilion 3
Pedro Sandoval-Segura ⋅ Xijun Wang ⋅ Ashwinee Panda ⋅ Micah Goldblum ⋅ Ronen Basri ⋅ Tom Goldstein ⋅ David Jacobs
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#613
Understanding Transformers for Time Series: Rank Structure, Flow-of-ranks, and Compressibility
In Poster Session 3 Pavilion 3
Annan Yu ⋅ Danielle Maddix ⋅ Boran Han ⋅ Xiyuan Zhang ⋅ Abdul Fatir Ansari ⋅ Oleksandr Shchur ⋅ Christos Faloutsos ⋅ Andrew Gordon Wilson ⋅ Michael W Mahoney ⋅ Bernie Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3709
Semantic Visual Anomaly Detection and Reasoning in AI-Generated Images
In Poster Session 3 Pavilion 4
Chuangchuang Tan · Xiang Ming · Jinglu Wang · Renshuai Tao · Bin Li · Yunchao Wei · Yao Zhao · Yan Lu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#612
A State-Transition Framework for Efficient LLM Reasoning
In Poster Session 3 Pavilion 3
Liang Zhang · Yu Zhao · Longyue Wang · Tianqi Shi · Weihua Luo · Kaifu Zhang · Jinsong Su
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3708
Motion-Aligned Word Embeddings for Text-to-Motion Generation
In Poster Session 3 Pavilion 4
Ke Han ⋅ Yueming Lyu ⋅ Nicu Sebe
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#611
Why Attention Patterns Exist: A Unifying Temporal Perspective Analysis
In Poster Session 3 Pavilion 3
Qingyue Yang ⋅ Jie Wang ⋅ Xing Li ⋅ Yinqi Bai ⋅ Tong Xialiang ⋅ Huiling Zhen ⋅ Jianye Hao ⋅ Mingxuan Yuan ⋅ Bin Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3707
Divergence-Free Neural Networks with Application to Image Denoising
In Poster Session 3 Pavilion 4
Sébastien Herbreteau · Etienne Meunier
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#610
Scaling Attention via Feature Sparsity
In Poster Session 3 Pavilion 3
Yan Xie · Tiansheng Wen · Tang Da Huang · Bo Chen · Chenyu You · Stefanie Jegelka · Yifei Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3706
OD$^3$: Optimization-free Dataset Distillation for Object Detection
In Poster Session 3 Pavilion 4
Salwa Al Khatib · Ahmed Elhagry · Shitong Shao · Zhiqiang Shen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3705
BioTamperNet: Affinity-Guided State-Space Model Detecting Tampered Biomedical Images
In Poster Session 3 Pavilion 4
Soumyaroop Nandi · Prem Natarajan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#609
From Collapse to Control: Understanding and Extending Context Length in Emerging Hybrid Models via Universal Position Interpolation
In Poster Session 3 Pavilion 3
Haochen Shen · Davis Wertheimer · Zheng Wang · Garrett Goon · Derrick Liu · Naigang Wang · Mudhakar Srivatsa · Raghu Ganti · Minjia Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#608
Mamba-3: Improved Sequence Modeling using State Space Principles
In Poster Session 3 Pavilion 3
Aakash Sunil Lahoti · Kevin Li · Berlin Chen · Caitlin Wang · Aviv Bick · Zico Kolter · Tri Dao · Albert Gu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3704
Salient Object Ranking via Cyclical Perception-Viewing Interaction Modeling
In Poster Session 3 Pavilion 4
Rongjin Guo · Ke Xu · Rynson W Lau
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#607
Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Understanding
In Poster Session 3 Pavilion 3
Kai Liu ⋅ Zhan Su ⋅ Peijie Dong ⋅ Fengran Mo ⋅ Jianfei Gao ⋅ Shaoting Zhang ⋅ Kai Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3703
SPWOOD: Sparse Partial Weakly-Supervised Oriented Object Detection
In Poster Session 3 Pavilion 4
wei zhang · Xiang Liu · Ningjing Liu · Mingxin Liu · Wei Liao · Chunyan Xu · Xue Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#606
FASA: FREQUENCY-AWARE SPARSE ATTENTION
In Poster Session 3 Pavilion 3
Yifei Wang · Yueqi Wang · Zhenrui Yue · Huimin Zeng · Yong Wang · Ismini Lourentzou · Zhengzhong Tu · Xiangxiang Chu · Julian McAuley
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#605
NRGPT: An Energy-based Alternative for GPT
In Poster Session 3 Pavilion 3
Nima Dehmamy ⋅ Benjamin Hoover ⋅ Bishwajit Saha ⋅ Leo Kozachkov ⋅ Jean-Jacques Slotine ⋅ Dmitry Krotov
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3701
Learning Heterogeneous Degradation Representation for Real-World Super-Resolution
In Poster Session 3 Pavilion 4
Haowei Li ⋅ Pengxu Wei ⋅ Dongyu Zhang ⋅ Liang Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#604
Probing Rotary Position Embeddings through Frequency Entropy
In Poster Session 3 Pavilion 3
Yui Oka · Kentaro Hanafusa · Taku Hasegawa · Kyosuke Nishida · Kuniko Saito
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3801
WebDS: An End-to-End Benchmark for Web-based Data Science
In Poster Session 3 Pavilion 4
Ethan Hsu ⋅ Hong Meng Yam ⋅ Ines Bouissou ⋅ Aaron John ⋅ Raj Thota ⋅ Josh Koe ⋅ Vivek Putta ⋅ G Dharesan ⋅ Alexander Spangher ⋅ Shikhar Murty ⋅ Tenghao Huang ⋅ Christopher Manning
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3802
Exponential-Wrapped Mechanisms: Differential Privacy on Hadamard Manifolds Made Practical
In Poster Session 3 Pavilion 4
Yangdi Jiang · Xiaotian Chang · Lei Ding · Linglong Kong · Bei Jiang
[ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#603
Encoder-only Next Token Prediction
In Poster Session 3 Pavilion 3
Ethan Ewer · Daewon Chae · Thomas Zeng · Jinkyu Kim · Kangwook Lee
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3803
Black-Box Privacy Attacks on Shared Representations in Multitask Learning
In Poster Session 3 Pavilion 4
John Abascal ⋅ Nicolás Berrios ⋅ Alina Oprea ⋅ Jonathan Ullman ⋅ Adam Smith ⋅ Matthew Jagielski
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#602
World-In-World: World Models in a Closed-Loop World
In Poster Session 3 Pavilion 3
Jiahan Zhang · Muqing Jiang · Nanru Dai · Taiming Lu · Arda Uzunoglu · Shunchi Zhang · Yana Wei · Jiahao Wang · Vishal Patel · Paul Liang · Daniel Khashabi · Cheng Peng · Rama Chellappa · Tianmin Shu · Alan Yuille · Yilun Du · Jieneng Chen
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3804
A Bayesian Nonparametric Framework for Private, Fair, and Balanced Tabular Data Synthesis
In Poster Session 3 Pavilion 4
Forough Fazeliasl ⋅ Michael Minyi Zhang ⋅ Linglong Kong ⋅ Bei Jiang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#601
Equivariant Splitting: Self-supervised learning from incomplete data
In Poster Session 3 Pavilion 3
Victor Sechaud ⋅ Jérémy Scanvic ⋅ Quentin Barthélemy ⋅ Patrice Abry ⋅ Julián Tachella
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#701
REAP the Experts: Why Pruning Prevails for One-Shot MoE compression
In Poster Session 3 Pavilion 3
Mike Lasby ⋅ Ivan Lazarevich ⋅ Nish Sinnadurai ⋅ Sean Lie ⋅ Yani Ioannou ⋅ Vithursan Thangarasa
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3805
Membership Privacy Risks of Sharpness Aware Minimization
In Poster Session 3 Pavilion 4
Young In Kim · Andrea Agiollo · Pratiksha Agrawal · Johannes Royset · Rajiv Khanna
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3806
Unified Privacy Guarantees for Decentralized Learning via Matrix Factorization
In Poster Session 3 Pavilion 4
Aurélien Bellet ⋅ Edwige Cyffers ⋅ Davide Frey ⋅ Romaric Gaudel ⋅ Dimitri Lerévérend ⋅ Francois Taiani
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#702
Hierarchical Multi-Scale Molecular Conformer Generation
In Poster Session 3 Pavilion 3
Jiapeng Hu ⋅ Weizhi Gao ⋅ Zhichao Hou ⋅ Xiaorui Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3807
PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
In Poster Session 3 Pavilion 4
Jiahao Huo · Shuliang Liu · Bin Wang · Junyan Zhang · Yibo Yan · Aiwei Liu · Xuming Hu · Mingxun Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#703
Generalized Parallel Scaling with Interdependent Generations
In Poster Session 3 Pavilion 3
Harry Dong · David Brandfonbrener · Eryk Helenowski · Yun He · Mrinal Kumar · Han Fang · Yuejie Chi · Karthik Abinav Sankararaman
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#704
Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization
In Poster Session 3 Pavilion 3
Wengao Ye · Yan Liang · Lianlei Shan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3808
Beyond Membership: Limitations of Add/Remove Adjacency in Differential Privacy
In Poster Session 3 Pavilion 4
Gauri Pradhan ⋅ Joonas Jälkö ⋅ Santiago Zanella-Beguelin ⋅ Antti Honkela
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#705
TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization
In Poster Session 3 Pavilion 3
Chia-Yu Hung · Navonil Majumder · Zhifeng Kong · Ambuj Mehrish · Amir Zadeh · Chuan Li · Rafael Valle · Bryan Catanzaro · Soujanya Poria
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3809
FHE-Coder: Benchmarking Secure Agentic Code Generation for Fully Homomorphic Encryption
In Poster Session 3 Pavilion 4
Mayank Kumar ⋅ Jiaqi Xue ⋅ Mengxin Zheng ⋅ Qian Lou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#706
Adaptive Moments are Surprisingly Effective for Plug-and-Play Diffusion Sampling
In Poster Session 3 Pavilion 3
Christian Belardi ⋅ Justin Lovelace ⋅ Kilian Weinberger ⋅ Carla Gomes
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3810
Detecting Misbehaviors of Large Vision-Language Models by Evidential Uncertainty Quantification
In Poster Session 3 Pavilion 4
Tao Huang · Rui Wang · Xiaofei Liu · Yi Qin · Li Duan · Liping Jing
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3811
EnsembleSHAP: Faithful and Certifiably Robust Attribution for Random Subspace Method
In Poster Session 3 Pavilion 4
Yanting Wang · Jinyuan Jia
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#707
Improving Classifier-Free Guidance in Masked Diffusion: Low-Dim Theoretical Insights with High-Dim Impact
In Poster Session 3 Pavilion 3
Kevin Rojas · Ye He · Chieh-Hsin Lai · Yuhta Takida · Yuki Mitsufuji · Molei Tao
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#118
STAT: Skill-Targeted Adaptive Training
In Poster Session 3 Pavilion 3
Yinghui He ⋅ Abhishek Panigrahi ⋅ Yong Lin ⋅ Sanjeev Arora
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3812
Federated Learning with Profile Mapping under Distribution Shifts and Drifts
In Poster Session 3 Pavilion 4
Mohan Li · Dario Fenoglio · Martin Gjoreski · Marc Langheinrich
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#708
String Seed of Thought: Prompting LLMs for Distribution-Faithful and Diverse Generation
In Poster Session 3 Pavilion 3
Kou Misaki · Takuya Akiba
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3813
Optimal Transport-Induced Samples against Out-of-Distribution Overconfidence
In Poster Session 3 Pavilion 4
Keke Tang ⋅ Ziyong Du ⋅ Xiaofei Wang ⋅ Weilong Peng ⋅ Peican Zhu ⋅ Zhihong Tian
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#709
Complementing Self-Consistency with Cross-Model Disagreement for Uncertainty Quantification
In Poster Session 3 Pavilion 3
Kimia Hamidieh · Veronika Thost · Walter Gerych · Mikhail Yurochkin · Marzyeh Ghassemi
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3814
AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models
In Poster Session 3 Pavilion 4
Zihao Zhu · Xinyu Wu · Gehan Hu · Siwei Lyu · Ke Xu · Baoyuan Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#710
Exploring the Design Space of Transition Matching
In Poster Session 3 Pavilion 3
Uriel Singer · Yaron Lipman
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#711
Dynamic Weight Grafting: Localizing Finetuned Factual Knowledge in Transformers
In Poster Session 3 Pavilion 3
Todd Nief · David Reber · Sean Richardson · Ari Holtzman
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3815
Image Can Bring Your Memory Back: A Novel Multi-Modal Guided Attack against Image Generation Model Unlearning
In Poster Session 3 Pavilion 4
Renyang Liu · Guanlin Li · Tianwei Zhang · See-Kiong Ng
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#712
THE PATH OF LEAST RESISTANCE: GUIDING LLM REASONING TRAJECTORIES WITH PREFIX CONSENSUS
In Poster Session 3 Pavilion 3
Ishan Jindal ⋅ Sai Prashanth Akuthota ⋅ Jayant Taneja ⋅ SACHIN SHARMA
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3816
Understanding Sensitivity of Differential Attention through the Lens of Adversarial Robustness
In Poster Session 3 Pavilion 4
Tsubasa Takahashi ⋅ Shojiro Yamabe ⋅ Futa Waseda ⋅ Kento Sasaki
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3817
Dropping Just a Handful of Preferences Can Change Top Large Language Model Rankings
In Poster Session 3 Pavilion 4
Jenny Huang ⋅ Yunyi Shen ⋅ Dennis Wei ⋅ Tamara Broderick
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#713
SparseD: Sparse Attention for Diffusion Language Models
In Poster Session 3 Pavilion 3
Zeqing Wang ⋅ Gongfan Fang ⋅ Xinyin Ma ⋅ Xingyi Yang ⋅ Xinchao Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3818
Defending against Backdoor Attacks via Module Switching
In Poster Session 3 Pavilion 4
Weijun Li ⋅ Ansh Arora ⋅ Xuanli He ⋅ Mark Dras ⋅ Qiongkai Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#714
Reformulation for Pretraining Data Augmentation
In Poster Session 3 Pavilion 3
Hao Xintong · Rui-Jie Zhu · Ge Zhang · Ke Shen · Chenggang Li
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3918
SecP-Tuning: Efficient Privacy-Preserving Prompt Tuning for Large Language Models via MPC
In Poster Session 3 Pavilion 4
Jinglong Luo · Zhuo Zhang · Yehong Zhang · Shiyu Liu · Ye Dong · HUI WANG · Yue Yu · Xun Zhou · Zenglin Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#715
SoFlow: Solution Flow Models for One-Step Generative Modeling
In Poster Session 3 Pavilion 3
Tianze Luo ⋅ Haotian Yuan ⋅ Zhuang Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#716
Structurally Human, Semantically Biased: Detecting LLM-Generated References with Embeddings and GNNs
In Poster Session 3 Pavilion 3
Melika Mobini ⋅ Vincent Holst ⋅ Floriano Tori ⋅ Andres Algaba ⋅ Vincent Ginis
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3917
INTIMA: A Benchmark for Human-AI Companionship Behavior
In Poster Session 3 Pavilion 4
Lucie-Aimée Kaffee ⋅ Giada Pistilli ⋅ Yacine Jernite
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3916
Revisiting the Past: Data Unlearning with Model State History
In Poster Session 3 Pavilion 4
Keivan Rezaei · Mehrdad Saberi · Abhilasha Ravichander · Soheil Feizi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#717
e3: Learning to Explore Enables Extrapolation of Test-Time Compute for LLMs
In Poster Session 3 Pavilion 3
Amrith Setlur · Matthew Yang · Charlie Snell · Jeremiah Greer · Ian Wu · Virginia Smith · Max Simchowitz · Aviral Kumar
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#624
TEN-DM: Topology-Enhanced Diffusion Model for Spatio-Temporal Event Prediction
In Poster Session 3 Pavilion 3
Yuxin Liu · Kaiming Wang · Chenguang Yang · Yulia Gel · Yuzhou Chen
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3915
SNAP-UQ: Self-supervised Next-Activation Prediction for Single-Pass Uncertainty in TinyML
In Poster Session 3 Pavilion 4
Ismail Lamaakal ⋅ Chaymae Yahyati ⋅ Khalid Makkaoui ⋅ Ibrahim Ouahbi ⋅ Yassine Maleh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#718
Energy-Based Transformers are Scalable Learners and Thinkers
In Poster Session 3 Pavilion 3
Alexi Gladstone ⋅ Ganesh Nanduru ⋅ Md Mofijul Islam ⋅ Peixuan Han ⋅ Hyeonjeong Ha ⋅ Aman Chadha ⋅ Yilun Du ⋅ Heng Ji ⋅ Jundong Li ⋅ Tariq Iqbal
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3914
Beyond In-Domain Detection: SpikeScore for Cross-Domain Hallucination Detection
In Poster Session 3 Pavilion 4
Yongxin Deng · Zhen Fang · Yixuan Li · Ling Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#719
DiffInk: Glyph- and Style-Aware Latent Diffusion Transformer for Text to Online Handwriting Generation
In Poster Session 3 Pavilion 3
Wei Pan · Huiguo He · Hiuyi Cheng · Yilin Shi · Lianwen Jin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#720
Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts
In Poster Session 3 Pavilion 3
Ammar Ahmed ⋅ Azal Ahmad Khan ⋅ Ayaan Ahmad ⋅ Sheng Di ⋅ Zirui Liu ⋅ Ali Anwar
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3913
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility
In Poster Session 3 Pavilion 4
Dawood Wasif ⋅ Terrence Moore ⋅ Jin-Hee Cho
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3912
ChatInject: Abusing Chat Templates for Prompt Injection in LLM Agents
In Poster Session 3 Pavilion 4
Hwan Chang ⋅ Yonghyun Jun ⋅ Hwanhee Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#721
A Study of Posterior Stability in Time-Series Latent Diffusion
In Poster Session 3 Pavilion 3
Yangming Li · Yixin Cheng · Mihaela van der Schaar
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3911
Online Conformal Prediction with Adversarial Semi-bandit Feedback via Regret Minimization
In Poster Session 3 Pavilion 4
Junyoung Yang ⋅ Kyungmin Kim ⋅ Sangdon Park
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#722
Pareto-Conditioned Diffusion Models for Offline Multi-Objective Optimization
In Poster Session 3 Pavilion 3
Jatan Shrestha ⋅ Santeri Heiskanen ⋅ Kari Hepola ⋅ Severi Rissanen ⋅ Pekka Jääskeläinen ⋅ Joni Pajarinen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#723
The Diffusion Duality, Chapter II: $\Psi$-Samplers and Efficient Curriculum
In Poster Session 3 Pavilion 3
Justin Deschenaux ⋅ Caglar Gulcehre ⋅ Subham Sekhar Sahoo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3910
MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection
In Poster Session 3 Pavilion 4
Liancheng Fang · Aiwei Liu · Henry Peng Zou · Yankai Chen · Hengrui Zhang · Zhongfen Deng · Philip Yu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#724
Generative Modeling from Black-Box Corruptions via Self-Consistent Stochastic Interpolants
In Poster Session 3 Pavilion 3
Chirag Modi ⋅ Jiequn Han ⋅ Eric Vanden-Eijnden ⋅ Joan Bruna
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3909
Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-Tuning and Can Be Mitigated by Machine Unlearning
In Poster Session 3 Pavilion 4
Yiwei Chen ⋅ Yuguang Yao ⋅ Yihua Zhang ⋅ Bingquan Shen ⋅ Gaowen Liu ⋅ Sijia Liu
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1904
FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion
In Poster Session 3 Pavilion 3
Zhanqiu Hu ⋅ Jian Meng ⋅ Yash Akhauri ⋅ Mohamed Abdelfattah ⋅ Jae-sun Seo ⋅ Zhiru Zhang ⋅ Udit Gupta
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3908
A Unified Total Variation Framework for Membrane Potential Perturbation Dynamic
In Poster Session 3 Pavilion 4
Zhao-Rong Lai · Xiwen Yuan · Ziliang Chen · Liangda Fang · Yongsen Zheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#725
Learning to Reason Efficiently with Discounted Reinforcement Learning
In Poster Session 3 Pavilion 3
Alex Ayoub · Kavosh Asadi · Dale Schuurmans · Csaba Szepesvari · Karim Bouyarmane
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#726
Flower: A Flow-Matching Solver for Inverse Problems
In Poster Session 3 Pavilion 3
Mehrsa Pourya ⋅ Bassam El Rawas ⋅ Michael Unser
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3907
SeedPrints: Fingerprints Can Even Tell Which Seed Your Large Language Model Was Trained From
In Poster Session 3 Pavilion 4
Yao Tong ⋅ Haonan Wang ⋅ Siquan Li ⋅ Kenji Kawaguchi ⋅ Tianyang Hu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3906
RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents
In Poster Session 3 Pavilion 4
Chengquan Guo · Chulin Xie · Yu Yang · Zhaorun Chen · Zinan Lin · Xander Davies · Yarin Gal · Dawn Song · Bo Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#826
Stopping Computation for Converged Tokens in Masked Diffusion-LM Decoding
In Poster Session 3 Pavilion 3
Daisuke Oba · Danushka Bollegala · Masahiro Kaneko · Naoaki Okazaki
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#825
Sample Reward Soups: Query-efficient Multi-Reward Guidance for Text-to-Image Diffusion Models
In Poster Session 3 Pavilion 3
Yinghua Yao ⋅ Yuangang Pan ⋅ Guoji Fu ⋅ Ivor Tsang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3905
Reinforcement Unlearning via Group Relative Policy Optimization
In Poster Session 3 Pavilion 4
Efstratios Zaradoukas ⋅ Bardh Prenkaj ⋅ Gjergji Kasneci
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#824
ThinKV: Thought-Adaptive KV Cache Compression for Efficient Reasoning Models
In Poster Session 3 Pavilion 3
Akshat Ramachandran ⋅ Marina Neseem ⋅ Charbel Sakr ⋅ Rangharajan Venkatesan ⋅ Brucek Khailany ⋅ Tushar Krishna
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3904
DRIFT: Divergent Response in Filtered Transformations for Robust Adversarial Defense
In Poster Session 3 Pavilion 4
Amira Guesmi ⋅ Muhammad Shafique
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#823
Soft-Masked Diffusion Language Models
In Poster Session 3 Pavilion 3
Michael Hersche ⋅ Samuel Moor-Smith ⋅ Thomas Hofmann ⋅ Abbas Rahimi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3903
Robust Federated Inference
In Poster Session 3 Pavilion 4
Akash Dhasade ⋅ Sadegh Farhadkhani ⋅ Rachid Guerraoui ⋅ Nirupam Gupta ⋅ Maxime Jacovella ⋅ Anne-Marie Kermarrec ⋅ Rafael Pinot
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3902
RFEval: Benchmarking Reasoning Faithfulness under Counterfactual Reasoning Intervention in Large Reasoning Models
In Poster Session 3 Pavilion 4
Yunseok Han · Yejoon Lee · Jaeyoung Do
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#822
Diverse Text-to-Image Generation via Contrastive Noise Optimization
In Poster Session 3 Pavilion 3
Byungjun Kim · Soobin Um · Jong Chul YE
[ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3901
HalluEntity: Benchmarking and Understanding Entity-Level Hallucination Detection
In Poster Session 3 Pavilion 4
Min-Hsuan Yeh · Max Kamachee · Seongheon Park · Yixuan Li
[ Poster] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#821
Shift-and-Sum Quantization for Visual Autoregressive Models
In Poster Session 3 Pavilion 3
Jaehyeon Moon · Bumsub Ham
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#820
RADAR: Reasoning-Ability and Difficulty-Aware Routing for Reasoning LLMs
In Poster Session 3 Pavilion 3
Nigel Steven Fernandez · Branislav Kveton · Ryan Rossi · Andrew Lan · Jack Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4001
A Framework for Studying AI Agent Behavior: Evidence from Consumer Choice Experiments
In Poster Session 3 Pavilion 4
Manuel Cherep ⋅ Chengtian Ma ⋅ Abigail Xu ⋅ Maya Shaked ⋅ Pattie Maes ⋅ Nikhil Singh
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4002
Evolution of Concepts in Language Model Pre-Training
In Poster Session 3 Pavilion 4
Xuyang Ge · Wentao Shu · Jiaxing Wu · Yunhua Zhou · Zhengfu He · Xipeng Qiu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#819
Pedagogically-Inspired Data Synthesis for Language Model Knowledge Distillation
In Poster Session 3 Pavilion 3
Bowei He · Yankai Chen · Xiaokun Zhang · Linghe Kong · Philip Yu · Xue Liu · Chen Ma
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#818
Composition of Pretrained Diffusion Models: A Logic-Based Calculus
In Poster Session 3 Pavilion 3
Peter Blohm · Vikas Garg
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4003
Scaling Reasoning Hop Exposes Weaknesses: Demystifying and Improving Hop Generalization in Large Language Models
In Poster Session 3 Pavilion 4
Zhaoyi Li ⋅ Jiatong Li ⋅ Gangwei Jiang ⋅ Linqi Song ⋅ Defu Lian ⋅ Ying Wei
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#817
Antithetic Noise in Diffusion Models
In Poster Session 3 Pavilion 3
Jing Jia · Sifan Liu · Bowen Song · Wei Yuan · Liyue Shen · Guanyang Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4004
Log Probability Tracking of LLM APIs
In Poster Session 3 Pavilion 4
Timothée Chauvin · Erwan Le Merrer · Francois Taiani · Gilles Tredan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4005
EditLens: Quantifying the Extent of AI Editing in Text
In Poster Session 3 Pavilion 4
Katherine Thai · Bradley Emi · Elyas Masrour · Mohit Iyyer
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#816
Diffusion Fine-Tuning via Reparameterized Policy Gradient of the Soft Q-Function
In Poster Session 3 Pavilion 3
Hyeongyu Kang · Jaewoo Lee · Woocheol Shin · Kiyoung Om · Jinkyoo Park
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4006
DualEdit: Mitigating Safety Fallback in LLM Backdoor Editing via Affirmation-Refusal Regulation
In Poster Session 3 Pavilion 4
Houcheng Jiang · Zetong Zhao · Junfeng Fang · Haokai Ma · Ruipeng Wang · Xiang Wang · Xiangnan He · Yang Deng
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#814
SESaMo: Symmetry-Enforcing Stochastic Modulation for Normalizing Flows
In Poster Session 3 Pavilion 3
Janik Kreit ⋅ Dominic Schuh ⋅ Kim A. Nicoli ⋅ Lena Funcke
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4007
Bayesian Neural Networks for Functional ANOVA Model
In Poster Session 3 Pavilion 4
Seokhun Park · Choeun Kim · Jihu Lee · Yunseop Shin · Insung Kong · Yongdai Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#813
Robust Generalized Schr\"{o}dinger Bridge via Sparse Variational Gaussian Processes
In Poster Session 3 Pavilion 3
Minyoung Kim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4008
Copy-Paste to Mitigate Large Language Model Hallucinations
In Poster Session 3 Pavilion 4
Yongchao Long · Yingying Zhang · Xianbin Wen · Xian Wu · Yuxi Zhou · Shenda Hong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4009
Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective
In Poster Session 3 Pavilion 4
Mengfan liu · Da Zheng · Junwei Su · Chuan Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#812
SFBD-OMNI: Bridge models for lossy measurement restoration with limited clean samples
In Poster Session 3 Pavilion 3
Haoye Lu ⋅ Haoye Lu ⋅ Darren Lo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#811
MrRoPE: Mixed-radix Rotary Position Embedding
In Poster Session 3 Pavilion 3
Qingyuan Tian · Wenhong Zhu · Xiaoran Liu · Xiaofeng Wang · Rui Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4010
Watch the Weights: Unsupervised monitoring and control of fine-tuned LLMs
In Poster Session 3 Pavilion 4
Ziqian Zhong · Aditi Raghunathan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4011
Routing, Cascades, and User Choice for LLMs
In Poster Session 3 Pavilion 4
Rafid Mahmood
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#810
Dual-Solver: A Generalized ODE Solver for Diffusion Models with Dual Prediction
In Poster Session 3 Pavilion 3
Soochul Park ⋅ Yeon Ju Lee
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#809
Learning Ordinal Probabilistic Reward from Preferences
In Poster Session 3 Pavilion 3
Longze Chen · Lu Wang · Renke Shan · Ze Gong · Run Luo · Jiaming Li · Jing Luo · Qiyao Wang · Min Yang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4012
Hey, That's My Model! Introducing Chain & Hash, An LLM Fingerprinting Technique
In Poster Session 3 Pavilion 4
Mark Russinovich ⋅ Yanan Cai ⋅ Ahmed Salem
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4013
Label-Free Mitigation of Spurious Correlations in VLMs using Sparse Autoencoders
In Poster Session 3 Pavilion 4
Bharat Chandra Yalavarthi · Nalini Ratha · Venu Govindaraju
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#808
Dynamic Multi-sample Mixup with Gradient Exploration for Open-set Graph Anomaly Detection
In Poster Session 3 Pavilion 3
Caiyang Yu · Wei Ju · Haixin Wang · Yifan Wang · Ziyue Qiao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#807
Adaptive Mixture of Disentangled Experts for Dynamic Graph Out-of-Distribution Generalization
In Poster Session 3 Pavilion 3
Chen Haibo · Xin Wang · Guanheng Chen · Yuan Meng · Haoyang Li · Yang Yao · Zeyang Zhang · Zhiqiang Zhang · JUN ZHOU · Ling Feng · Wenwu Zhu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4014
Doubly-Robust LLM-as-a-Judge: Externally Valid Estimation with Imperfect Personas
In Poster Session 3 Pavilion 4
Luke Guerdan ⋅ Justin Whitehouse ⋅ Kimberly Truong ⋅ Ken Holstein ⋅ Steven Wu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4015
Understanding Cross-layer Contributions to Mixture-of-Experts Routing in LLMs
In Poster Session 3 Pavilion 4
Wengang Li ⋅ Lingqi Zhang ⋅ Toshio Endo ⋅ Mohamed Wahib
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#806
Global-Recent Semantic Reasoning on Dynamic Text-Attributed Graphs with Large Language Models
In Poster Session 3 Pavilion 3
Yunan Wang · Jianxin Li · Ziwei Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4016
MoEEdit: Efficient and Routing-Stable Knowledge Editing for Mixture-of-Experts LLMs
In Poster Session 3 Pavilion 4
Yupu Gu · Rongzhe Wei · Andy Zhu · Pan Li
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#805
Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs
In Poster Session 3 Pavilion 3
Yisen Gao · Jiaxin Bai · Tianshi Zheng · Ziwei Zhang · Qingyun Sun · Xingcheng Fu · Jianxin Li · Yangqiu Song
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4017
Towards Understanding the Nature of Attention with Low-Rank Sparse Decomposition
In Poster Session 3 Pavilion 4
Zhengfu He · Junxuan Wang · Rui Lin · Xuyang Ge · Wentao Shu · Qiong Tang · Junping Zhang · Xipeng Qiu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#804
PolyGraph Discrepancy: a classifier-based metric for graph generation
In Poster Session 3 Pavilion 3
Markus Krimmel ⋅ Philip Hartout ⋅ Karsten Borgwardt ⋅ Dexiong Chen
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#803
Contraction and Hourglass Persistence for Learning on Graphs, Simplices, and Cells
In Poster Session 3 Pavilion 3
Mattie Ji ⋅ Indradyumna Roy ⋅ Vikas Garg
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4018
Semantic Regexes: Auto-Interpreting LLM Features with a Structured Language
In Poster Session 3 Pavilion 4
Angie Boggust ⋅ Donghao Ren ⋅ Yannick Assogba ⋅ Dominik Moritz ⋅ Arvind Satyanarayan ⋅ Fred Hohman
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4118
Priors in time: Missing inductive biases for language model interpretability
In Poster Session 3 Pavilion 4
Ekdeep Singh Lubana ⋅ Can Rager ⋅ Sai Sumedh R. Hindupur ⋅ Valérie Costa ⋅ Oam Patel ⋅ Sonia Murthy ⋅ Thomas Fel ⋅ Greta Tuckute ⋅ Daniel Wurgaft ⋅ Eric Bigelow ⋅ Demba Ba ⋅ Melanie Weber ⋅ Aaron Mueller
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#802
TGM: A Modular and Efficient Library for Machine Learning on Temporal Graphs
In Poster Session 3 Pavilion 3
Jacob Chmura ⋅ Shenyang(Andy) Huang ⋅ Tran Gia Bao Ngo ⋅ Ali Parviz ⋅ Farimah Poursafaei ⋅ Jure Leskovec ⋅ Michael Bronstein ⋅ Guillaume Rabusseau ⋅ Matthias Fey ⋅ Reihaneh Rabbany
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#801
Adaptive Canonicalization with Application to Invariant Anisotropic Geometric Networks
In Poster Session 3 Pavilion 3
Ya-Wei Eileen Lin · Ron Levie
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4117
Patronus: Interpretable Diffusion Models with Prototypes
In Poster Session 3 Pavilion 4
Nina Weng · Aasa Feragen · Siavash Bigdeli
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4116
OpenAgentSafety: A Comprehensive Framework For Evaluating Real-World AI Agent Safety
In Poster Session 3 Pavilion 4
Sanidhya Vijayvargiya · Aditya Soni · Xuhui Zhou · Zora Zhiruo Wang · Nouha Dziri · Graham Neubig · Maarten Sap
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#901
Is Graph Unlearning Ready for Practice? A Benchmark on Efficiency, Utility, and Forgetting
In Poster Session 3 Pavilion 3
Samyak Jain ⋅ Ronak Kalvani ⋅ sainyam galhotra ⋅ Sayan Ranu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#902
Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement
In Poster Session 3 Pavilion 3
Huidong Liang · Haitz Sáez de Ocáriz Borde · Baskaran Sripathmanathan · Michael Bronstein · Xiaowen Dong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4115
Deep Ignorance: Filtering Pretraining Data Builds Tamper-Resistant Safeguards into Open-Weight LLMs
In Poster Session 3 Pavilion 4
Kyle O'Brien ⋅ Stephen Casper ⋅ Quentin Anthony ⋅ Tomek Korbak ⋅ Robert Kirk ⋅ Xander Davies ⋅ Ishan Mishra ⋅ Geoffrey Irving ⋅ Yarin Gal ⋅ Stella R Biderman
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#903
: One LLM Token for Explicit Graph Structural Understanding
In Poster Session 3 Pavilion 3
Jingyao Wu ⋅ Bin Lu ⋅ Zijun Di ⋅ Xiaoying Gan ⋅ Meng Jin ⋅ Luoyi Fu ⋅ Xinbing Wang ⋅ Chenghu Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4114
Spilling the Beans: Teaching LLMs to Self-Report Their Hidden Objectives
In Poster Session 3 Pavilion 4
Chloe Li · Mary Phuong · Daniel Tan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4113
Statistical Guarantees in the Search for Less Discriminatory Algorithms
In Poster Session 3 Pavilion 4
Chris Hays · Benjamin Laufer · Solon Barocas · Manish Raghavan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#904
Differentiable Lifting for Topological Neural Networks
In Poster Session 3 Pavilion 3
Jorge Franco · Gabriel Duarte · Alexander Nikitin · Moacir Ponti · Diego Mesquita · Amauri Souza
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4112
BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs
In Poster Session 3 Pavilion 4
Junxiao Yang ⋅ Jinzhe Tu ⋅ Haoran Liu ⋅ Xiaoce Wang ⋅ Chujie Zheng ⋅ Zhexin Zhang ⋅ Shiyao Cui ⋅ Caishun Chen ⋅ Tiantian He ⋅ Hongning Wang ⋅ Yew-Soon Ong ⋅ Minlie Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#905
Temporal Graph Thumbnail: Robust Representation Learning with Global Evolutionary Skeleton
In Poster Session 3 Pavilion 3
Weining Shi · Zhisen Wen · Qinggang Zhang · Chentao Zhang · Zhihong Zhang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#906
Paradigm Shift of GNN Explainer from Label Space to Prototypical Representation Space
In Poster Session 3 Pavilion 3
Jun Yin · Senzhang Wang · Ziluowen Luo · Peng Huo · Hao Yan · Hao Miao · Chaozhuo Li · Shirui Pan · Chengqi Zhang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4111
Breaking Agent Backbones: Evaluating the Security of Backbone LLMs in AI Agents
In Poster Session 3 Pavilion 4
Julia Bazinska ⋅ Max Mathys ⋅ Francesco Casucci ⋅ Mateo Rojas-Carulla ⋅ Xander Davies ⋅ Alexandra Souly ⋅ Niklas Pfister
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4110
Bridging Fairness and Explainability: Can Input-Based Explanations Promote Fairness in Hate Speech Detection?
In Poster Session 3 Pavilion 4
Yifan Wang · Mayank Jobanputra · Ji-Ung Lee · Soyoung Oh · Isabel Valera · Vera Demberg
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#907
A Scalable Inter-edge Correlation Modeling in CopulaGNN for Link Sign Prediction
In Poster Session 3 Pavilion 3
Jinkyu Sung ⋅ Myunggeum Jee ⋅ Joonseok Lee
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4109
AWM: Accurate Weight-Matrix Fingerprint for Large Language Models
In Poster Session 3 Pavilion 4
Boyi Zeng ⋅ Lin Chen ⋅ Ziwei He ⋅ Xinbing Wang ⋅ Zhouhan Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#908
Rethinking the Gold Standard: Why Discrete Curvature Fails to Fully Capture Over-squashing in GNNs?
In Poster Session 3 Pavilion 3
Jialong Chen · Bowen Deng · Zibin Zheng · Chuan Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#909
Oversmoothing, "Oversquashing'', Heterophily, Long-Range, and more: Demystifying Common Beliefs in Graph Machine Learning
In Poster Session 3 Pavilion 3
Adrián Arnaiz-Rodríguez ⋅ Federico Errica
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4108
NDAD: Negative-Direction Aware Decoding for Large Language Models via Controllable Hallucination Signal Injection
In Poster Session 3 Pavilion 4
Panjia Qiu ⋅ Mingyuan Fan ⋅ Cen Chen ⋅ Daixin Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#910
A Graph Meta-Network for Learning on Kolmogorov–Arnold Networks
In Poster Session 3 Pavilion 3
Guy Bar-Shalom ⋅ Ami Tavory ⋅ Itay Evron ⋅ Maya Bechler-Speicher ⋅ Ido Guy ⋅ Haggai Maron
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4107
When Style Breaks Safety: Defending LLMs Against Superficial Style Alignment
In Poster Session 3 Pavilion 4
Yuxin Xiao · Sana Tonekaboni · Walter Gerych · Vinith Suriyakumar · Marzyeh Ghassemi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#911
Federated Graph-Level Clustering Network with Dual Knowledge Separation
In Poster Session 3 Pavilion 3
Xiaobao Wang ⋅ Renda Han ⋅ Ronghao Fu ⋅ Di Jin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4106
VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents
In Poster Session 3 Pavilion 4
Tri Cao ⋅ Bennett Lim ⋅ Yue Liu ⋅ Yuan Sui ⋅ YUEXIN LI ⋅ Shumin Deng ⋅ Lin Lu ⋅ Nay Oo ⋅ Shuicheng YAN ⋅ Bryan Hooi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#912
The Logical Expressiveness of Topological Neural Networks
In Poster Session 3 Pavilion 3
Amirreza Akbari ⋅ Amauri Souza ⋅ Vikas Garg
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4105
Generative Value Conflicts Reveal LLM Priorities
In Poster Session 3 Pavilion 4
Andy Liu ⋅ Kshitish Ghate ⋅ Mona Diab ⋅ Daniel Fried ⋅ Atoosa Kasirzadeh ⋅ Max Kleiman-Weiner
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#913
Relational Graph Transformer
In Poster Session 3 Pavilion 3
Vijay Prakash Dwivedi · Sri Jaladi · Yangyi Shen · Federico Lopez · Charilaos Kanatsoulis · Rishi Puri · Matthias Fey · Jure Leskovec
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4104
VLSU: Mapping the Limits of Joint Multimodal Understanding for AI Safety
In Poster Session 3 Pavilion 4
Shruti Palaskar · Leon Gatys · Mona Abdelrahman · Mar Jacobo · Laurence Lindsey · Rutika Moharir · Gunnar Lund · Yang Xu · Navid Shiee · Jeffrey Bigham · Charles Maalouf · Joseph Cheng
[ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#914
Adaptive Mesh Quantization for Neural PDE Solvers
In Poster Session 3 Pavilion 3
Winfried van den Dool · Maksim Zhdanov · Yuki M. Asano · Max Welling
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5301
Pi-CCA: Prompt-Invariant CCA Certificates for Replay-Free Continual Multimodal Learning
In Poster Session 3 Pavilion 4
Jiayu Zhang ⋅ Chuangxin Zhao ⋅ Canran Xiao ⋅ Ruibo Duan ⋅ Wenyi Mo ⋅ Haoyu Gao ⋅ Wenshuo Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4103
BEAT: Visual Backdoor Attacks on VLM-based Embodied Agents via Contrastive Trigger Learning
In Poster Session 3 Pavilion 4
Qiusi Zhan ⋅ Hyeonjeong Ha ⋅ Rui Yang ⋅ Sirui Xu ⋅ Hanyang Chen ⋅ Liang-Yan Gui ⋅ Yu-Xiong Wang ⋅ Huan Zhang ⋅ Heng Ji ⋅ Daniel Kang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4102
CompMarkGS: Robust Watermarking for Compressed 3D Gaussian Splatting
In Poster Session 3 Pavilion 4
Sumin In ⋅ Youngdong Jang ⋅ Utae Jeong ⋅ MinHyuk Jang ⋅ Hyeongcheol Park ⋅ Eunbyung Park ⋅ Sangpil Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#915
Bilateral Information-aware Test-time Adaptation for Vision-Language Models
In Poster Session 3 Pavilion 3
Jingwei Sun · Jianing ZHU · Jiangchao Yao · Gang Niu · Masashi Sugiyama · Bo Han
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4101
Untraceable DeepFakes via Traceable Fingerprint Elimination
In Poster Session 3 Pavilion 4
Jiewei Lai · Lan Zhang · Chen Tang · Pengcheng Sun · Xinming Wang · YUNHAO WANG
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#916
Dual Randomized Smoothing: Beyond Global Noise Variance
In Poster Session 3 Pavilion 3
Chenhao Sun ⋅ Yuhao Mao ⋅ Martin Vechev
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#917
Contamination Detection for VLMs Using Multi‑Modal Semantic Perturbations
In Poster Session 3 Pavilion 3
Jaden Park · Mu Cai · Feng Yao · Jingbo Shang · Soochahn Lee · Yong Jae Lee
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4201
Pragma-VL: Towards a Pragmatic Arbitration of Safety and Helpfulness in MLLMs
In Poster Session 3 Pavilion 4
Ming Wen · Kun Yang · Xin Chen · Jingyu Zhang · DINGDING HAN · shiwen cui · Yuedong Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4202
ManagerBench: Evaluating the Safety-Pragmatism Trade-off in Autonomous LLMs
In Poster Session 3 Pavilion 4
Adi Simhi ⋅ Jonathan Herzig ⋅ Martin Tutek ⋅ Itay Itzhak ⋅ Idan Szpektor ⋅ Yonatan Belinkov
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3702
Take Note: Your Molecular Dataset Is Probably Aligned
In Poster Session 3 Pavilion 4
Peter Lippmann ⋅ Roman Remme ⋅ Manuel Viktor Klockow ⋅ Fred A Hamprecht
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#918
Are Reasoning LLMs Robust to Interventions on their Chain-of-Thought?
In Poster Session 3 Pavilion 3
Alexander von Recum · Leander Girrbach · Zeynep Akata
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4203
SafeDialBench: A Fine-Grained Safety Evaluation Benchmark for Large Language Models in Multi-Turn Dialogues with Diverse Jailbreak Attacks
In Poster Session 3 Pavilion 4
Hongye Cao ⋅ Sijia Jing ⋅ Yanming Wang ⋅ Ziyue Peng ⋅ Zhixin Bai ⋅ Zhe Cao ⋅ Meng Fang ⋅ Fan Feng ⋅ JIAHENG LIU ⋅ Boyan Wang ⋅ Tianpei Yang ⋅ Jing Huo ⋅ Yang Gao ⋅ Fanyu Meng ⋅ Xi Yang ⋅ Chao Deng ⋅ Junlan Feng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#919
VERIFY: A Novel Multi-Domain Dataset Grounding LTL in Contextual Natural Language via Provable Intermediate Logic
In Poster Session 3 Pavilion 3
Paapa Quansah ⋅ Pablo Rivas ⋅ Ernest Bonnah
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4204
LitmusValues: Will AI Tell Lies to Save Sick Children? Litmus-Testing AI Values Prioritization with AIRiskDilemmas
In Poster Session 3 Pavilion 4
Yu Ying Chiu ⋅ Zhilin Wang ⋅ Sharan Maiya ⋅ Yejin Choi ⋅ Kyle Fish ⋅ Sydney Levine ⋅ Evan Hubinger
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#920
Spurious Correlation-Aware Embedding Regularization for Worst-Group Robustness
In Poster Session 3 Pavilion 3
Subeen Park · JOOWANG KIM · Hakyung Lee · Sunjae yoo · Kyungwoo Song
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#921
Robust Deep Reinforcement Learning against Adversarial Behavior Manipulation
In Poster Session 3 Pavilion 3
Shojiro Yamabe ⋅ Kazuto Fukuchi ⋅ Jun Sakuma
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4205
Certifying the Full YOLO Pipeline: A Probabilistic Verification Approach
In Poster Session 3 Pavilion 4
Zongxin Liu · Lijia Yu · Tao Lin · Zhiming Chi · Lijun Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4206
SEMA: Simple yet Effective Learning for Multi-Turn Jailbreak Attacks
In Poster Session 3 Pavilion 4
Mingqian Feng · Xiaodong Liu · Weiwei Yang · Jialin Song · Xuekai Zhu · Chenliang Xu · Jianfeng Gao
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#922
Capability-Based Scaling Trends for LLM-Based Red-Teaming
In Poster Session 3 Pavilion 3
Alexander Panfilov ⋅ Paul Kassianik ⋅ Maksym Andriushchenko ⋅ Jonas Geiping
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4207
SoSBench: Benchmarking Safety Alignment on Six Scientific Domains
In Poster Session 3 Pavilion 4
Fengqing Jiang ⋅ Fengbo Ma ⋅ Zhangchen Xu ⋅ Yuetai Li ⋅ Zixin Rao ⋅ Bhaskar Ramasubramanian ⋅ Luyao Niu ⋅ Bo Li ⋅ Xianyan Chen ⋅ Zhen Xiang ⋅ Radha Poovendran
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#923
Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation
In Poster Session 3 Pavilion 3
Alessio Giorlandino ⋅ Sebastian Goldt
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4208
Cost-of-Pass: An Economic Framework for Evaluating Language Models
In Poster Session 3 Pavilion 4
Mehmet Hamza Erol · Batu El · Mirac Suzgun · Mert Yuksekgonul · James Y Zou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#924
Closed-form $\ell_r$ norm scaling with data for overparameterized linear regression and diagonal linear networks under $\ell_p$ bias
In Poster Session 3 Pavilion 3
Shuofeng Zhang ⋅ Ard Louis
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#925
Beyond Spectra: Eigenvector Overlaps in Loss Geometry
In Poster Session 3 Pavilion 3
Gabriel Mel
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4209
PerSpectra: A Scalable and Configurable Pluralist Benchmark of Perspectives from Arguments
In Poster Session 3 Pavilion 4
Shangrui Nie ⋅ Kian Omoomi ⋅ Lucie Flek ⋅ Zhixue Zhao ⋅ Charles Welch
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4210
BANZ-FS: BANZSL Fingerspelling Dataset
In Poster Session 3 Pavilion 4
Xin Shen · Yan Ke · Xinyu Wang · Xin Yu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#926
Convergence Dynamics of Over-Parameterized Score Matching for a Single Gaussian
In Poster Session 3 Pavilion 3
Yiran Zhang · Weihang Xu · Mo Zhou · Maryam Fazel · Simon Du
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4211
Cultivating Pluralism In Algorithmic Monoculture: The Community Alignment Dataset
In Poster Session 3 Pavilion 4
Lily Zhang · Smitha Milli · Karen Jusko · Jonathan Smith · Brandon Amos · Wassim Bouaziz · Manon Revel · Jack Kussman · Yasha Sheynin · Lisa Titus · Bhaktipriya Radharapu · Jane Dwivedi-Yu · Vidya Sarma · Kristopher Rose · Maximilian Nickel
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1026
Memorizing Long-tail Data Can Help Generalization Through Composition
In Poster Session 3 Pavilion 3
Mo Zhou ⋅ Haoyang Ma ⋅ Rong Ge
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1025
Deterministic Bounds and Random Estimates of Metric Tensors on Neuromanifolds
In Poster Session 3 Pavilion 3
Ke Sun
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4212
ZeroSiam: An Efficient Asymmetry for Test-Time Entropy Optimization without Collapse
In Poster Session 3 Pavilion 4
Guohao Chen · Shuaicheng Niu · Chen Deyu · Jiahao Yang · Zitian Zhang · Mingkui Tan · Pengcheng Wu · Zhiqi Shen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1024
The Effect of Attention Head Count on Transformer Approximation
In Poster Session 3 Pavilion 3
Penghao Yu ⋅ Haotian Jiang ⋅ Zeyu Bao ⋅ Ruoxi Yu ⋅ Qianxiao Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4213
Exploring Mode Connectivity in Krylov Subspace for Domain Generalization
In Poster Session 3 Pavilion 4
aodi Li · Liansheng Zhuang · Xiao Long · Houqiang Li · Shafei Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1023
Theoretical Modeling of Large Language Model Self-Improvement Training Dynamics Through Solver-Verifier Gap
In Poster Session 3 Pavilion 3
Yifan Sun ⋅ Yushan Liang ⋅ Zhen Zhang ⋅ Xin Liu ⋅ Jiaye Teng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4214
Distributionally Robust Classification for Multi-source Unsupervised Domain Adaptation
In Poster Session 3 Pavilion 4
Seonghwi Kim · Sungho Jo · Wooseok Ha · Minwoo Chae
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4215
TiTok: Transfer Token-level Knowledge via Contrastive Excess to Transplant LoRA
In Poster Session 3 Pavilion 4
ChanJoo Jung ⋅ Jaehyung Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1022
Language Models are Injective and Hence Invertible
In Poster Session 3 Pavilion 3
Giorgos Nikolaou ⋅ Tommaso Mencattini ⋅ Donato Crisostomi ⋅ Andrea Santilli ⋅ Yannis Panagakis ⋅ Emanuele Rodolà
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4216
Solving Football by Exploiting Equilibrium Structure of 2p0s Differential Games with One-Sided Information
In Poster Session 3 Pavilion 4
Mukesh Ghimire ⋅ Lei Zhang ⋅ Zhe Xu ⋅ Yi Ren
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1021
Training-Free Determination of Network Width via Neural Tangent Kernel
In Poster Session 3 Pavilion 3
Tatsumi Sunada · Toshihiko Yamasaki · Atsuto Maki
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4217
Towards Strategic Persuasion with Language Models
In Poster Session 3 Pavilion 4
Zirui Cheng ⋅ Jiaxuan You
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1020
Deep Hierarchical Learning with Nested Subspace Networks for Large Language Models
In Poster Session 3 Pavilion 3
Paulius Rauba · Mihaela van der Schaar
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1019
MOSS: Efficient and Accurate FP8 LLM Training with Microscaling and Automatic Scaling
In Poster Session 3 Pavilion 3
Yu Zhang · Huiling Zhen · Mingxuan Yuan · Bei Yu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4218
Infinite Horizon Markov Economies
In Poster Session 3 Pavilion 4
Denizalp Goktas ⋅ Sadie Zhao ⋅ Yiling Chen ⋅ Amy Greenwald
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1018
CPiRi: Channel Permutation-Invariant Relational Interaction for Multivariate Time Series Forecasting
In Poster Session 3 Pavilion 3
Jiyuan Xu ⋅ Wenyu Zhang ⋅ Xin Jing ⋅ Jiahao Nie ⋅ Shuai Chen ⋅ Shuai Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4318
Learning a Game by Paying the Agents
In Poster Session 3 Pavilion 4
Brian Zhang ⋅ Tao Lin ⋅ Yiling Chen ⋅ Tuomas Sandholm
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4317
Does the Data Processing Inequality Reflect Practice? On the Utility of Low-Level Tasks
In Poster Session 3 Pavilion 4
Roy Turgeman ⋅ Tom Tirer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1017
From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning
In Poster Session 3 Pavilion 3
Chen Shani ⋅ Liron Soffer ⋅ Dan Jurafsky ⋅ Yann LeCun ⋅ Ravid Shwartz-Ziv
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4316
Scaling Laws of SignSGD in Linear Regression: When Does It Outperform SGD?
In Poster Session 3 Pavilion 4
Jihwan Kim ⋅ Dogyoon Song ⋅ Chulhee Yun
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1016
Gradient Intrinsic Dimensionality Alignment：Narrowing The Gap Between Low-Rank Adaptation and Full Fine-Tuning
In Poster Session 3 Pavilion 3
Jingqi Ye · Haonan He · Minglei Li · Fujun Han · Tao Chen · Peng Ye
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4315
Dimension-Free Decision Calibration for Nonlinear Loss Functions
In Poster Session 3 Pavilion 4
Jingwu Tang · Jiayun Wu · Steven Wu · Jiahao Zhang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1015
Cutting the Skip: Training Residual-Free Transformers
In Poster Session 3 Pavilion 3
Yiping Ji · James Martens · Jianqiao Zheng · Ziqin Zhou · Peyman Moghadam · Xinyu Zhang · Hemanth Saratchandran · Simon Lucey
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4314
Diversified Multinomial Logit Contextual Bandits
In Poster Session 3 Pavilion 4
Heesang Ann ⋅ Taehyun Hwang ⋅ Min-hwan Oh
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1014
Beyond URLs: Metadata Diversity and Position for Efficient LLM Pretraining
In Poster Session 3 Pavilion 3
Dongyang Fan · Diba Hashemi · Sai Karimireddy · Martin Jaggi
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1013
AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators
In Poster Session 3 Pavilion 3
Changzhi Zhou · Ao Liu · Yuchi Deng · Zhiying Zeng · Tao Zhang · Haotian Zhu · Jianwei Cai · Yue Mao · Chenchen Zhang · Lingyun Tan · ZiyanXU · Bohui Zhai · HengyiLIu · Speed Zhu · Wiggin Zhou · Fengzong Lian
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4313
Why Ask One When You Can Ask $k$? Learning-to-Defer to the Top-$k$ Experts
In Poster Session 3 Pavilion 4
Yannis Montreuil · Axel Carlier · Lai Xing Ng · Wei Ooi
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1012
FAME: Formal Abstract Minimal Explanation for Neural Networks
In Poster Session 3 Pavilion 3
Ryma Boumazouza ⋅ Raya Elsaleh ⋅ Melanie Ducoffe ⋅ Shahaf Bassan ⋅ Guy Katz
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4312
Emergence of Superposition: Unveiling the Training Dynamics of Chain of Continuous Thought
In Poster Session 3 Pavilion 4
Hanlin Zhu · Shibo Hao · Zhiting Hu · Jiantao Jiao · Stuart Russell · Yuandong Tian
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1011
Spinning Straw into Gold: Relabeling LLM Agent Trajectories in Hindsight for Successful Demonstrations
In Poster Session 3 Pavilion 3
Zichao Li · Gang Wu · Jack Wang · Ruiyi Zhang · Wanrong Zhu · Ryan Rossi · Vlad Morariu · Jihyung Kil
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4311
Tuning the burn-in phase in training recurrent neural networks improves their performance
In Poster Session 3 Pavilion 4
Julian D. Schiller ⋅ Malte Heinrich ⋅ Victor Lopez ⋅ Matthias Müller
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4310
A Statistical Theory of Overfitting for Imbalanced Classification
In Poster Session 3 Pavilion 4
Jingyang Lyu ⋅ Kangjie Zhou ⋅ Yiqiao Zhong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1010
SHE-LoRA: Selective Homomorphic Encryption for Federated Tuning with Heterogeneous LoRA
In Poster Session 3 Pavilion 3
Jianmin Liu ⋅ Li Yan ⋅ Borui Li ⋅ Lei Yu ⋅ Chao Shen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1009
FlexLinearAttention: Compiling a Unified Abstraction into Scalable Kernels for Linear Attention
In Poster Session 3 Pavilion 3
Haojie Duanmu ⋅ Size Zheng ⋅ Ningxin Zheng ⋅ Jianqiao Lu ⋅ Xuegui Zheng ⋅ Xingcheng Zhang ⋅ Li-Wen Chang ⋅ Xin Liu ⋅ Dahua Lin
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4309
Mean Estimation from Coarse Data: Characterizations and Efficient Algorithms
In Poster Session 3 Pavilion 4
Alkis Kalavasis · Anay Mehrotra · Manolis Zampetakis · Felix Zhou · Ziyu Zhu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4308
Differentially Private Two-Stage Gradient Descent for Instrumental Variable Regression
In Poster Session 3 Pavilion 4
Haodong Liang · Yanhao Jin · Krishna Balasubramanian · Lifeng Lai
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1008
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss
In Poster Session 3 Pavilion 3
Ang Lv ⋅ Jin Ma ⋅ Yiyuan Ma ⋅ Siyuan Qiao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4307
Topology and geometry of the learning space of ReLU networks: connectivity and singularities
In Poster Session 3 Pavilion 4
Marco Nurisso ⋅ Pierrick Leroy ⋅ Giovanni Petri ⋅ Francesco Vaccarino
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1007
The Curious Case of In-Training Compression of State Space Models
In Poster Session 3 Pavilion 3
Makram Chahine · Philipp Nazari · Daniela Rus · T. Konstantin Rusch
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1006
Denoising Neural Reranker for Recommender Systems
In Poster Session 3 Pavilion 3
Wenyu Mao · Shuchang Liu · HailanYang · Xiaobei Wang · Xiaoyu Yang · Xu Gao · Xiang Li · Lantao Hu · Han Li · Kun Gai · An Zhang · Xiang Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4306
Active Learning for Decision Trees with Provable Guarantees
In Poster Session 3 Pavilion 4
Arshia Soltani Moakhar ⋅ Tanapoom Laoaron ⋅ Faraz Ghahremani ⋅ Kiarash Banihashem ⋅ MohammadTaghi Hajiaghayi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1005
Cut Less, Fold More: Model Compression through the Lens of Projection Geometry
In Poster Session 3 Pavilion 3
Olga Saukh ⋅ Dong Wang ⋅ Haris Šikić ⋅ Yun Cheng ⋅ Lothar Thiele
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4305
Metric $k$-clustering using only Weak Comparison Oracles
In Poster Session 3 Pavilion 4
Rahul Raychaudhury ⋅ Aryan Esmailpour ⋅ sainyam galhotra ⋅ Stavros Sintos
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1004
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation
In Poster Session 3 Pavilion 3
Ruichen Zhang ⋅ Rana Muhammad Shahroz Khan ⋅ Zhen Tan ⋅ Dawei Li ⋅ Song Wang ⋅ Tianlong Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4304
Physics-informed learning under mixing: How physical knowledge speeds up learning
In Poster Session 3 Pavilion 4
Anna Scampicchio ⋅ Leonardo Felipe Toso ⋅ Rahel Rickenbach ⋅ James Anderson ⋅ Melanie Zeilinger
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1003
DynamicInfer: Runtime-Aware Sparse Offloading for LLMs Inference on a Consumer-Grade GPU
In Poster Session 3 Pavilion 3
Zhui Zhu · Weichen Zhang · Zhenghan Zhou · Yunhao Liu · Fan Dang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4303
Improved high-dimensional estimation with Langevin dynamics and stochastic weight averaging
In Poster Session 3 Pavilion 4
Stanley Wei ⋅ Alex Damian ⋅ Jason Lee
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1002
On-the-Fly Adaptation to Quantization: Configuration-Aware LoRA for Efficient Fine-Tuning of Quantized LLMs
In Poster Session 3 Pavilion 3
Rongguang Ye · Ming Tang · Edith Ngai
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4302
Theoretical Analysis of Contrastive Learning under Imbalanced Data: From Training Dynamics to a Pruning Solution
In Poster Session 3 Pavilion 4
Haixu Liao ⋅ Yating Zhou ⋅ Songyang Zhang ⋅ Meng Wang ⋅ Shuai Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4301
Unbiased Gradient Estimation for Event Binning via Functional Backpropagation
In Poster Session 3 Pavilion 4
Jinze Chen ⋅ Wei Zhai ⋅ Han Han ⋅ Tiankai Ma ⋅ Yang Cao ⋅ Bin Li ⋅ Zheng-Jun Zha
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1001
OpenThoughts: Data Recipes for Reasoning Models
In Poster Session 3 Pavilion 3
Etash Guha · Ryan Marten · Sedrick Keh · Negin Raoof · Georgios Smyrnis · Hritik Bansal · Marianna Nezhurina · Jean Mercat · Trung Vu · Zayne Sprague · Ashima Suvarna · Benjamin Feuer · Leon Liangyu Chen · Zaid Khan · Eric Frankel · Sachin Grover · Caroline Choi · Niklas Muennighoff · Shiye Su · Wanjia Zhao · John Yang · Shreyas Pimpalgaonkar · Kartik sharma · Charlie Ji · Yichuan Deng · Sarah Pratt · Vivek Ramanujan · Jon Saad-Falcon · Stutee Acharya · Jeffrey Li · Achal Dave · Alon Albalak · Kushal Arora · Blake Wulfe · Chinmay Hegde · Greg Durrett · Sewoong Oh · Mohit Bansal · Saadia Gabriel · Aditya Grover · Kai-Wei Chang · Vaishaal Shankar · Aaron Gokaslan · Mike Merrill · Tatsunori Hashimoto · Yejin Choi · Jenia Jitsev · Reinhard Heckel · Maheswaran Sathiamoorthy · Alex Dimakis · Ludwig Schmidt
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4401
High-dimensional limit theorems for SGD: Momentum and Adaptive Step-sizes
In Poster Session 3 Pavilion 4
Aukosh Jagannath ⋅ Taj Jones-McCormick ⋅ Varnan Sarangian
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1101
Chessformer: A Unified Architecture for Chess Modeling
In Poster Session 3 Pavilion 3
Daniel Monroe ⋅ George Eilender ⋅ Philip Chalmers ⋅ Zhenwei Tang ⋅ Ashton Anderson
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1102
LaSeR: Reinforcement Learning with Last-Token Self-Rewarding
In Poster Session 3 Pavilion 3
Wenkai Yang · Weijie Liu · Ruobing Xie · Yiju Guo · Lulu Wu · Saiyong Yang · Yankai Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4402
Neural Networks Learn Generic Multi-Index Models Near Information-Theoretic Limit
In Poster Session 3 Pavilion 4
Bohan Zhang ⋅ Zihao Wang ⋅ Hengyu Fu ⋅ Jason Lee
[ Slides]  [ Poster]  [ OpenReview] 
Blog Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1103
Dynamic Parameter Reuse Augments Reasoning via Latent Chain of Thought
In Poster Session 3 Pavilion 3
Kaitlin Maile ⋅ Joao Sacramento
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4403
Price of Quality: Sufficient Conditions for Sparse Recovery using Mixed-Quality Data
In Poster Session 3 Pavilion 4
Youssef Chaabouni ⋅ David Gamarnik
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4404
Adversarially Pretrained Transformers May Be Universally Robust In-Context Learners
In Poster Session 3 Pavilion 4
Soichiro Kumano · Hiroshi Kera · Toshihiko Yamasaki
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1104
Learning Flexible Forward Trajectories for Masked Molecular Diffusion
In Poster Session 3 Pavilion 3
Hyunjin Seo · Taewon Kim · Sihyun Yu · Sungsoo Ahn
[ Poster]  [ OpenReview] 
Blog Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4405
Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future
In Poster Session 3 Pavilion 4
Pierre-André Noël
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1105
PRISM: Enhancing PRotein Inverse Folding through Fine- Grained Retrieval on Structure-Sequence Multimodal Representations
In Poster Session 3 Pavilion 3
Sazan Mahbub ⋅ Souvik Kundu ⋅ Eric P Xing
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1106
Unleashing LLMs in Bayesian Optimization: Preference-Guided Framework for Scientific Discovery
In Poster Session 3 Pavilion 3
Xinzhe Yuan · Zhuo Chen · Jianshu Zhang · Huan Xiong · Nanyang Ye · Yuqiang Li · Qinying Gu
[ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4406
Statistical Guarantees for Approximate Stationary Points of Shallow Neural Networks
In Poster Session 3 Pavilion 4
Mahsa Taheri · Fang Xie · Johannes Lederer
[ Poster] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#815
A Derandomization Framework for Structure Discovery: Applications in Neural Networks and Beyond
In Poster Session 3 Pavilion 3
Nikos Tsikouras ⋅ Yorgos Pantis ⋅ Ioannis Mitliagkas ⋅ Christos Tzamos
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1107
Global and Local Topology-Aware Graph Generation via Dual Conditioning Diffusion
In Poster Session 3 Pavilion 3
Yuhang Xie · Sinno Jialin Pan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4407
Characterizing and Optimizing the Spatial Kernel of Multi Resolution Hash Encodings
In Poster Session 3 Pavilion 4
Tianxiang Dai · Jonathan Fan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4408
Compose and Fuse: Revisiting the Foundational Bottlenecks in Multimodal Reasoning
In Poster Session 3 Pavilion 4
Yucheng Wang · Yifan Hou · Aydin Javadov · Mubashara Akhtar · Mrinmaya Sachan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1109
FALCON: Few-step Accurate Likelihoods for Continuous Flows
In Poster Session 3 Pavilion 3
Danyal Rehman · Tara Akhound-Sadegh · Artem Gazizov · Yoshua Bengio · Alexander Tong
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4409
Diagnosing Generalization Failures from Representational Geometry Markers
In Poster Session 3 Pavilion 4
Chi-Ning Chou · Artem Kirsanov · Yao-Yuan Yang · SueYeon Chung
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1110
Learning Molecular Chirality via Chiral Determinant Kernels
In Poster Session 3 Pavilion 3
Runhan Shi · Zhicheng Zhang · Letian Chen · Gufeng Yu · Yang Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4411
Flow-Disentangled Feature Importance
In Poster Session 3 Pavilion 4
Xingshu Chen · Yifeng Guo · Jin-Hong Du
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1111
Multi-state Protein Sequence Design with DynamicMPNN
In Poster Session 3 Pavilion 3
Alex Abrudan · Sebastian Pujalte Ojeda · Chaitanya Joshi · Matthew Greenig · Felipe Engelberger · Alena Khmelinskaia · Jens Meiler · Michele Vendruscolo · Tuomas Knowles
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1112
Controllable diffusion-based generation for multi-channel biological data
In Poster Session 3 Pavilion 3
Haoran Zhang · Mingyuan Zhou · Wesley Tansey
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4412
First is Not Really Better Than Last: Evaluating Layer Choice and Aggregation Strategies in Language Model Data Influence Estimation
In Poster Session 3 Pavilion 4
Dmytro Vitel ⋅ Anshuman Chhabra
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4413
From Data Statistics to Feature Geometry: How Correlations Shape Superposition
In Poster Session 3 Pavilion 4
Lucas Prieto · Edward Stevinson · Melih Barsbey · Tolga Birdal · Pedro Mediano
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1113
Physically Valid Biomolecular Interaction Modeling with Gauss-Seidel Projection
In Poster Session 3 Pavilion 3
Siyuan Chen · Minghao Guo · Caoliwen Wang · Anka He Chen · Yikun Zhang · Jingjing Chai · Yin Yang · Wojciech Matusik · Peter Yichen Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1114
Doloris: Dual Conditional Diffusion Implicit Bridges with Sparsity Masking Strategy for Unpaired Single-Cell Perturbation Estimation
In Poster Session 3 Pavilion 3
Changxi Chi ⋅ Jun Xia ⋅ Yufei Huang ⋅ Zhuoli Ouyang ⋅ Cheng Tan ⋅ Yunfan Liu ⋅ Jingbo Zhou ⋅ Chang Yu ⋅ Liangyu Yuan ⋅ Siyuan Li ⋅ Zelin Zang ⋅ Stan Z Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1115
VCWorld: A Biological World Model for Virtual Cell Simulation
In Poster Session 3 Pavilion 3
Zhijian Wei · Runze Ma · Zichen Wang · Zhongmin Li · Shuotong Song · Shuangjia Zheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4415
How hard is learning to cut? Trade-offs and sample complexity
In Poster Session 3 Pavilion 4
Sammy Khalife · Andrea Lodi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1116
Controllable Sequence Editing for Biological and Clinical Trajectories
In Poster Session 3 Pavilion 3
Michelle M. Li ⋅ Kevin Li ⋅ Yasha Ektefaie ⋅ Ying Jin ⋅ Yepeng Huang ⋅ Shvat Messica ⋅ Tianxi Cai ⋅ Marinka Zitnik
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4416
Better Learning-Augmented Spanning Tree Algorithms via Metric Forest Completion
In Poster Session 3 Pavilion 4
Nate Veldt ⋅ Thomas Stanley ⋅ Benjamin Priest ⋅ Trevor Steil ⋅ Keita Iwabuchi ⋅ T.S. Jayram ⋅ Grace Li ⋅ Geoff Sanders
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1117
Quantifying Cross-Attention Interaction in Transformers for Interpreting TCR-pMHC Binding
In Poster Session 3 Pavilion 3
Jiarui Li ⋅ Zixiang Yin ⋅ Haley Smith ⋅ Zhengming Ding ⋅ Samuel Landry ⋅ Ramgopal Mettu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4417
Adaptive gradient descent on Riemannian manifolds and its applications to Gaussian variational inference
In Poster Session 3 Pavilion 4
Jiyoung Park ⋅ Jaewook J. Suh ⋅ Bofan Wang ⋅ Anirban Bhattacharya ⋅ Shiqian Ma
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1118
scDFM: Distributional Flow Matching Model for Robust Single-Cell Perturbation Prediction
In Poster Session 3 Pavilion 3
Chenglei Yu · Chuanrui Wang · Bangyan Liao · Tailin Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4418
Stop Guessing: Choosing the Optimization-Consistent Uncertainty Measurement for Evidential Deep Learning
In Poster Session 3 Pavilion 4
Linye Li · Yufei Chen · Xiaodong Yue · Xujing Zhou · Qunjie Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4518
Robust Amortized Bayesian Inference with Self-Consistency Losses on Unlabeled Data
In Poster Session 3 Pavilion 4
Aayush Mishra ⋅ Daniel Habermann ⋅ Marvin Schmitt ⋅ Stefan Radev ⋅ Paul-Christian Bürkner
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1119
Fast Proteome-Scale Protein Interaction Retrieval via Residue-Level Factorization
In Poster Session 3 Pavilion 3
Jianan Zhao ⋅ Zhihao Zhan ⋅ Narendra Chaudhary ⋅ Xinyu Yuan ⋅ Zuobai Zhang ⋅ Qian Cong ⋅ Jian Zhou ⋅ Sanchit Misra ⋅ Jian Tang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4517
Combinatorial Bandit Bayesian Optimization for Tensor Outputs
In Poster Session 3 Pavilion 4
Jingru Huang ⋅ Haijie Xu ⋅ Jie Guo ⋅ manrui jiang ⋅ Chen Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1120
Adaptive Data-Knowledge Alignment in Genetic Perturbation Prediction
In Poster Session 3 Pavilion 3
Yuanfang Xiang ⋅ Lun Ai
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1121
GALAX: Graph-Augmented Language Model for Explainable Reinforcement-Guided Subgraph Reasoning in Precision Medicine
In Poster Session 3 Pavilion 3
Heming Zhang ⋅ Di Huang ⋅ Wenyu Li ⋅ Michael Province ⋅ Yixin Chen ⋅ Philip Payne ⋅ Fuhai Li
[ Poster]  [ OpenReview] 
Blog Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4516
Model Misspecification in Simulation-Based Inference - Recent Advances and Open Challenges
In Poster Session 3 Pavilion 4
Jan Boelts
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4515
Primal-Dual Policy Optimization for Linear CMDPs with Adversarial Losses
In Poster Session 3 Pavilion 4
Kihyun Yu ⋅ Seoungbin Bae ⋅ Dabeen Lee
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1122
One protein is all you need
In Poster Session 3 Pavilion 3
Anton Bushuiev ⋅ Roman Bushuiev ⋅ Olga Pimenova ⋅ Nikola Zadorozhny ⋅ Raman Samusevich ⋅ Elisabet Manaskova ⋅ Rachel Seongeun Kim ⋅ Hannes Stärk ⋅ Jiri Sedlar ⋅ Martin Steinegger ⋅ Tomas Pluskal ⋅ Josef Sivic
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4514
When More is Less: Understanding Chain-of-Thought Length in LLMs
In Poster Session 3 Pavilion 4
Yuyang Wu · Yifei Wang · Ziyu Ye · Tianqi Du · Stefanie Jegelka · Yisen Wang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1123
Tokenization to Transfer: Do Genomic Foundation Models Learn Good Representations?
In Poster Session 3 Pavilion 3
Kirill Vishniakov · Karthik Viswanathan · Aleksandr Medvedev · Praveenkumar Kanithi · Marco Pimentel · Ronnie Rajan · Shadab Khan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1124
From Medical Records to Diagnostic Dialogues: A Clinical-Grounded Approach and Dataset for Psychiatric Comorbidity
In Poster Session 3 Pavilion 3
Tianxi Wan · Jiaming Luo · Siyuan Chen · Kunyao Lan · Jianhua Chen · Haiyang Geng · Mengyue Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4513
Change Point Localization and Inference in Dynamic Multilayer Networks
In Poster Session 3 Pavilion 4
Fan Wang ⋅ Kyle Ritscher ⋅ Yik Lun Kei ⋅ Xin Ma ⋅ OSCAR HERNAN MADRID PADILLA
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1125
Bridging Radiology and Pathology Foundation Models via Concept-Based Multimodal Co-Adaptation
In Poster Session 3 Pavilion 3
Yihang Chen · Yanyan Huang · Fuying Wang · Maximus Yeung · Yuming Jiang · Shujun Wang · Lequan Yu
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4512
DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning
In Poster Session 3 Pavilion 4
Yifan Wang · Bolian Li · Junlin Wu · Zhaoxuan Tan · Zheli Liu · Ruqi Zhang · Ananth Grama · Qingkai Zeng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4511
Less Is More: Clustered Cross-Covariance Control for Offline RL
In Poster Session 3 Pavilion 4
Nan Qiao · Sheng Yue · Shuning Wang · Yongheng Deng · Ju Ren
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1126
MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
In Poster Session 3 Pavilion 3
Ran Xu · Yuchen Zhuang · Yishan Zhong · Yue Yu · Zifeng Wang · Xiangru Tang · Hang Wu · May Dongmei Wang · Peifeng Ruan · Donghan Yang · Tao Wang · Guanghua Xiao · Xin Liu · Carl Yang · Yang Xie · Wenqi Shi
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1226
Resp-Agent: An Agent-Based System for Multimodal Respiratory Sound Generation and Disease Diagnosis
In Poster Session 3 Pavilion 3
Pengfei ZHANG ⋅ Tianxin Xie ⋅ Minghao Yang ⋅ Li Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4510
DR-SAC: Distributionally Robust Soft Actor-Critic for Reinforcement Learning under Uncertainty
In Poster Session 3 Pavilion 4
Mingxuan Cui ⋅ Duo Zhou ⋅ Yuxuan Han ⋅ Grani A. Hanasusanto ⋅ Qiong Wang ⋅ Huan Zhang ⋅ Zhengyuan Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1225
Structural Prognostic Event Modeling for Multimodal Cancer Survival Analysis
In Poster Session 3 Pavilion 3
Yilan Zhang · Li Nanbo · Changchun Yang · Jürgen Schmidhuber · Xin Gao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4509
ReFORM: Reflected Flows for On-support Offline RL via Noise Manipulation
In Poster Session 3 Pavilion 4
Songyuan Zhang ⋅ Oswin So ⋅ H M Sabbir Ahmad ⋅ Eric Yu ⋅ Matthew Cleaveland ⋅ Mitchell Black ⋅ Chuchu Fan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1224
M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding
In Poster Session 3 Pavilion 3
Juntao Jiang · Jiangning Zhang · Yali bi · BAI Jinsheng · Weixuan Liu · Weiwei Jin · Zhucun Xue · Yong Liu · Xiaobin Hu · Shuicheng YAN
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4508
Causal Imitation Learning under Expert-Observable and Expert-Unobservable Confounding
In Poster Session 3 Pavilion 4
Daqian Shao · Thomas Kleine Buening · Marta Kwiatkowska
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1223
MASAM: Multimodal Adaptive Sharpness-Aware Minimization for Heterogeneous Data Fusion
In Poster Session 3 Pavilion 3
ZIjie CHEN · Kejing Yin · Wenfang Yao · William Kwok-wai Cheung · Jing Qin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4507
Action-Free Offline-To-Online RL via Discretised State Policies
In Poster Session 3 Pavilion 4
Natinael Neggatu ⋅ Jeremie Houssineau ⋅ Giovanni Montana
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1222
Unified Brain Surface and Volume Registration
In Poster Session 3 Pavilion 3
Mazdak Abulnaga ⋅ Andrew Hoopes ⋅ Malte Hoffmann ⋅ Robin Magnet ⋅ Maks Ovsjanikov ⋅ Lilla Zollei ⋅ John Guttag ⋅ Bruce Fischl ⋅ Adrian Dalca
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4506
Peng's Q($\lambda$) for Conservative Value Estimation in Offline Reinforcement Learning
In Poster Session 3 Pavilion 4
Byeongchan Kim ⋅ Min-hwan Oh
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1319
Distilling and Adapting: A Topology-Aware Framework for Zero-Shot Interaction Prediction in Multiplex Biological Networks
In Poster Session 3 Pavilion 3
Alana Deng ⋅ Sugitha Janarthanan ⋅ Yan Sun ⋅ Zihao Jing ⋅ Pingzhao Hu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4505
QeRL: Beyond Efficiency - Quantization-enhanced Reinforcement Learning for LLMs
In Poster Session 3 Pavilion 4
Wei Huang · Yi Ge · Shuai Yang · Yicheng Xiao · Huizi Mao · Yujun Lin · Hanrong Ye · Sifei Liu · Ka Chun Cheung · Hongxu Yin · Yao Lu · XIAOJUAN QI · Song Han · Yukang Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1221
Reliable Evaluation of MRI Motion Correction: Dataset and Insights
In Poster Session 3 Pavilion 3
Kun Wang ⋅ Tobit Klug ⋅ Stefan Ruschke ⋅ Jan Kirschke ⋅ Reinhard Heckel
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1220
Physics vs Distributions: Pareto Optimal Flow Matching with Physics Constraints
In Poster Session 3 Pavilion 3
Giacomo Baldan ⋅ Qiang Liu ⋅ Alberto Guardone ⋅ Nils Thuerey
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4504
Direct Preference Optimization for Primitive-Enabled Hierarchical RL: A Bilevel Approach
In Poster Session 3 Pavilion 4
Utsav Singh · Souradip Chakraborty · Wesley Suttle · Brian Sadler · Derrik Asher · Anit Kumar Sahu · Mubarak Shah · Vinay Purushothaman Namboodiri · Amrit Bedi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4503
Relative Value Learning
In Poster Session 3 Pavilion 4
Marc Höftmann · Jan Robine · Stefan Harmeling
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1219
CMT-Benchmark: A Benchmark for Condensed Matter Theory Built by Expert Researchers
In Poster Session 3 Pavilion 3
Haining Pan · James Roggeveen · Erez Berg · Juan Alvarez · Debanjan Chowdhury · Surya Ganguli · Federico Ghimenti · Juraj Hasik · Henry Hunt · Hong-Chen Jiang · Mason Kamb · Ying-Jer Kao · Ehsan Khatami · Michael Lawler · Di Luo · Titus Neupert · Xiaoliang Qi · Michael Brenner · Eun-Ah Kim
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4502
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
In Poster Session 3 Pavilion 4
Jiazhan Feng · Shijue Huang · Xingwei Qu · Ge Zhang · Yujia Qin · Baoquan Zhong · Chengquan Jiang · Jinxin Chi · Wanjun Zhong
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1218
Si-GT: Fast Interconnect Signal Integrity Analysis for Integrated Circuit Design via Graph Transformers
In Poster Session 3 Pavilion 3
Yuting Hu · Tarek Mohamed · Chenhui Xu · Hua Xiang · Hussam Amrouch · Gi-Joon Nam · Jinjun Xiong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4501
Exploration vs Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward
In Poster Session 3 Pavilion 4
Peter Chen ⋅ Xiaopeng Li ⋅ Ziniu Li ⋅ Wotao Yin ⋅ Xi Chen ⋅ Tianyi Lin
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1217
Robust and Interpretable Adaptation of Equivariant Materials Foundation Models via Sparsity-promoting Fine-tuning
In Poster Session 3 Pavilion 3
Youngwoo Cho ⋅ Seunghoon Yi ⋅ Wooil Yang ⋅ Sungmo Kang ⋅ Young-Woo Son ⋅ Jaegul Choo ⋅ Joonseok Lee ⋅ Soo Kyung Kim ⋅ Hongkee Yoon
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#617
Panda: A pretrained forecast model for chaotic dynamics
In Poster Session 3 Pavilion 3
Jeffrey Lai · Anthony Bao · William Gilpin
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4601
Geometry of Uncertainty: Learning Metric Spaces for Multimodal State Estimation in RL
In Poster Session 3 Pavilion 4
Alfredo Reichlin · Adriano Pacciarelli · Danica Kragic · Miguel Vasco
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1216
MAVEN: A Mesh-Aware Volumetric Encoding Network for Simulating 3D Flexible Deformation
In Poster Session 3 Pavilion 3
Zhe Feng · Shilong Tao · Haonan Sun · Shaohan Chen · Zhanxing Zhu · Yunhuai Liu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1215
Generalized Spherical Neural Operators: Green’s Function Formulation
In Poster Session 3 Pavilion 3
Hao Tang · Hao Chen · Chao Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4602
Pretrain Value, Not Reward: Decoupled Value Policy Optimization
In Poster Session 3 Pavilion 4
Chenghua Huang · Lu Wang · Fangkai Yang · Pu Zhao · Qingwei Lin · Dongmei Zhang · Saravan Rajmohan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4603
Mean Flow Policy with Instantaneous Velocity Constraint for One-step Action Generation
In Poster Session 3 Pavilion 4
Guojian Zhan · Letian Tao · Pengcheng Wang · Yixiao Wang · Yuxin Chen · Yiheng Li · Hongyang Li · Masayoshi Tomizuka · Shengbo Li
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1214
End-to-End Probabilistic Framework for Learning with Hard Constraints
In Poster Session 3 Pavilion 3
Utkarsh Utkarsh ⋅ Danielle Maddix ⋅ Ruijun Ma ⋅ Michael W Mahoney ⋅ Bernie Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1213
Incomplete Data, Complete Dynamics: A Diffusion Approach
In Poster Session 3 Pavilion 3
Zihan Zhou ⋅ Chenguang Wang ⋅ Hongyi Ye ⋅ Yongtao Guan ⋅ Tianshu Yu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4604
Exploratory Diffusion Model for Unsupervised Reinforcement Learning
In Poster Session 3 Pavilion 4
Chengyang Ying · Huayu Chen · Xinning Zhou · Zhongkai Hao · Hang Su · Jun Zhu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1212
Fast Convergence of Natural Gradient Descent for Over-parameterized Physics-Informed Neural Networks
In Poster Session 3 Pavilion 3
Xianliang Xu · Wang Kong · Jiaheng Mao · Zhongyi Huang · Ye Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4605
Reward Model Routing in Alignment
In Poster Session 3 Pavilion 4
Xinle Wu · Yao Lu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4606
A Primer on SO(3) Action Representations in Deep Reinforcement Learning
In Poster Session 3 Pavilion 4
Martin Schuck ⋅ Sherif Samy ⋅ Angela Schoellig
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1211
Enhancing Stability of Physics-Informed Neural Network Training Through Saddle-Point Reformulation
In Poster Session 3 Pavilion 3
Dmitry Bylinkin · Mikhail Aleksandrov · Savelii Chezhegov · Aleksandr Beznosikov
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1210
DGNet: Discrete Green Networks for Data-Efficient Learning of Spatiotemporal PDEs
In Poster Session 3 Pavilion 3
Yingjie Tan · Quanming Yao · Yaqing Wang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4607
RoboPARA: Dual-Arm Robot Planning with Parallel Allocation and Recomposition Across Tasks
In Poster Session 3 Pavilion 4
Shiying Duan ⋅ Pei Ren ⋅ Nanxiang Jiang ⋅ Zhengping Che ⋅ Jian Tang ⋅ Zhaoxin Fan ⋅ Yifan Sun ⋅ wenjun wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5308
OrthoSolver: A Neural Proper Orthogonal Decomposition Solver For PDEs
In Poster Session 3 Pavilion 4
Ying Pang ⋅ Jingyuan Wang ⋅ Jiahao Ji ⋅ Fanhao Mu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1209
A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systems
In Poster Session 3 Pavilion 3
Thibaut Germain · Rémi Flamary · Vladimir Kostic · Karim Lounici
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4608
Dual Goal Representations
In Poster Session 3 Pavilion 4
Seohong Park · Deepinder Mann · Sergey Levine
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1208
LD-EnSF: Synergizing Latent Dynamics with Ensemble Score Filters for Fast Data Assimilation with Sparse Observations
In Poster Session 3 Pavilion 3
Pengpeng Xiao · Phillip Si · Peng Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4609
From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments
In Poster Session 3 Pavilion 4
Saket Tiwari ⋅ Tejas Kotwal ⋅ George D Konidaris
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1207
PRISM-Physics: Causal DAG-Based Process Evaluation for Physics Reasoning
In Poster Session 3 Pavilion 3
Wanjia Zhao · Qinwei (Martin) Ma · Jingzhe Shi · Shirley Wu · Jiaqi Han · Yijia Xiao · Si-Yuan Chen · Xiao Luo · Ludwig Schmidt · James Y Zou
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4610
Agentic Reinforced Policy Optimization
In Poster Session 3 Pavilion 4
Guanting Dong · Hangyu Mao · Kai Ma · Licheng Bao · Yifei Chen · Zhongyuan Wang · Zhongxia Chen · Jiazhen Du · Huiyang Wang · Fuzheng Zhang · Guorui Zhou · Yutao Zhu · Ji-Rong Wen · Zhicheng Dou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4611
Invert4TVG: A Temporal Video Grounding Framework with Inversion Tasks Preserving Action Understanding Ability
In Poster Session 3 Pavilion 4
Zhaoyu Chen · hongnan lin · Yongwei Nie · Fei Ma · Xuemiao Xu · Fei Yu · Chengjiang Long
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1206
Towards a Certificate of Trust: Task-Aware OOD Detection for Scientific AI
In Poster Session 3 Pavilion 3
Bogdan Raonic ⋅ Siddhartha Mishra ⋅ Samuel Lanthaler
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1205
Tensor learning with orthogonal, Lorentz, and symplectic symmetries
In Poster Session 3 Pavilion 3
Wilson Gregory ⋅ Josué Tonelli-Cueto ⋅ Nicholas Marshall ⋅ Andrew S Lee ⋅ Soledad Villar
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#102
ArtVIP: Articulated Digital Assets of Visual Realism, Modular Interaction, and Physical Fidelity for Robot Learning
In Poster Session 3 Pavilion 3
Zhao Jin ⋅ Zhengping Che ⋅ Tao Li ⋅ Zhen Zhao ⋅ Kun Wu ⋅ Yuheng Zhang ⋅ Yinuo Zhao ⋅ Zehui Liu ⋅ Qiang Zhang ⋅ Xiaozhu Ju ⋅ Jing Tian ⋅ Yousong Xue ⋅ Jian Tang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4612
Distributional value gradients for stochastic environments
In Poster Session 3 Pavilion 4
Baptiste Debes · Tinne Tuytelaars
[ OpenReview] 
Blog Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1204
Discretisation invariance
In Poster Session 3 Pavilion 3
Vladimir Fanaskov ⋅ Ivan Oseledets
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4613
Task Tokens: A Flexible Approach to Adapting Behavior Foundation Models
In Poster Session 3 Pavilion 4
Ron Vainshtein ⋅ Zohar Rimon ⋅ Shie Mannor ⋅ Chen Tessler
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4614
The Rank and Gradient Lost in Non-stationarity: Sample Weight Decay for Mitigating Plasticity Loss in Reinforcement Learning
In Poster Session 3 Pavilion 4
Zihao Wu · Hongyao Tang · Yi Ma · Jiashun Liu · YAN ZHENG · Jianye HAO
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1203
Contact-guided Real2Sim from Monocular Video with Planar Scene Primitives
In Poster Session 3 Pavilion 3
Zihan Wang ⋅ Jiashun Wang ⋅ Jeff Tan ⋅ Yiwen Zhao ⋅ Jessica Hodgins ⋅ Shubham Tulsiani ⋅ Deva Ramanan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1202
Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning
In Poster Session 3 Pavilion 3
Moo Jin Kim ⋅ Yihuai Gao ⋅ Tsung-Yi Lin ⋅ Yen-Chen Lin ⋅ Yunhao Ge ⋅ Grace Lam ⋅ Percy Liang ⋅ Shuran Song ⋅ Ming-Yu Liu ⋅ Chelsea Finn ⋅ Jinwei Gu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4615
AbstRaL: Augmenting LLMs' Reasoning by Reinforcing Abstract Thinking
In Poster Session 3 Pavilion 4
Silin Gao ⋅ Antoine Bosselut ⋅ Samy Bengio ⋅ Emmanuel Abbe
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4616
A Simple "Motivation" Can Enhance Reinforcement Finetuning of Large Reasoning Models
In Poster Session 3 Pavilion 4
Junjie Zhang · Guozheng Ma · Shunyu Liu · Haoyu Wang · Jiaxing Huang · Ting-En Lin · Fei Huang · Yongbin Li · Dacheng Tao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1201
OneTwoVLA: A Unified Vision-Language-Action Model with Adaptive Reasoning
In Poster Session 3 Pavilion 3
Fanqi Lin · Ruiqian Nai · Yingdong Hu · Jiacheng You · Junming Zhao · Yang Gao
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4617
ATPO: ADAPTIVE TREE POLICY OPTIMIZATION FOR MULTI-TURN MEDICAL DIALOGUE
In Poster Session 3 Pavilion 4
Ruike Cao ⋅ Shaojie Bai ⋅ Fugen Yao ⋅ Liang Dong ⋅ Jian Xu ⋅ Li Xiao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1301
RoboCasa365: A Large-Scale Simulation Framework for Training and Benchmarking Generalist Robots
In Poster Session 3 Pavilion 3
Soroush Nasiriany ⋅ Sep Nasiriany ⋅ Abhiram Maddukuri ⋅ Yuke Zhu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1302
Vid2World: Crafting Video Diffusion Models to Interactive World Models
In Poster Session 3 Pavilion 3
Siqiao Huang · Jialong Wu · Qixing Zhou · Shangchen Miao · Mingsheng Long
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4618
MIRACLE: Model-free Imitation and Reinforcement Learning for Adaptive Cut-Selection
In Poster Session 3 Pavilion 4
Arjun Manoj · Rijul Tandon · Agam Gupta · HARIPRASAD KODAMANA · Manojkumar Charandas Ramteke
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4718
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
In Poster Session 3 Pavilion 4
Xiangyuan Xue · Yifan Zhou · Guibin Zhang · Zaibin Zhang · Yijiang Li · Chen Zhang · Zhenfei Yin · Philip Torr · Wanli Ouyang · LEI BAI
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1303
Flash-Mono: Feed-Forward Accelerated Gaussian Splatting Monocular SLAM
In Poster Session 3 Pavilion 3
Zicheng Zhang · Ke Wu · Xiangting Meng · Keyu Liu · Jieru Zhao · Wenchao Ding
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4717
MATA: A Trainable Hierarchical Automaton System for Multi-Agent Visual Reasoning
In Poster Session 3 Pavilion 4
Zhixi Cai · Fucai Ke · Kevin Leo · Sukai Huang · Maria de la Banda · Peter Stuckey · Hamid Rezatofighi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1304
BFM-Zero: A Promptable Behavioral Foundation Model for Humanoid Control Using Unsupervised Reinforcement Learning
In Poster Session 3 Pavilion 3
Yitang Li · Zhengyi Luo · Tonghe Zhang · Cunxi Dai · Anssi Kanervisto · Andrea Tirinzoni · Haoyang Weng · Kris Kitani · Mateusz Guzek · Ahmed Touati · Alessandro Lazaric · Matteo Pirotta · Guanya Shi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4716
Type-Compliant Adaptation Cascades
In Poster Session 3 Pavilion 4
Chu-Cheng Lin ⋅ Daiyi Peng ⋅ Yifeng Lu ⋅ Ming Zhang ⋅ Eugene Ie
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1305
TwinVLA: Data-Efficient Bimanual Manipulation with Twin Single-Arm Vision-Language-Action Models
In Poster Session 3 Pavilion 3
HoKyun Im ⋅ Euijin Jeong ⋅ Andrey Kolobov ⋅ Jianlong Fu ⋅ Youngwoon Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4715
Learning Efficient and Interpretable Multi-Agent Communication
In Poster Session 3 Pavilion 4
Wei Du · Benyu Wu · YUQING SUN · Wei Guo · yuntao du · Zhongmin Yan · Guoxian Yu · Lizhen Cui
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1306
SLAP: Shortcut Learning for Abstract Planning
In Poster Session 3 Pavilion 3
Y. Isabel Liu · Bowen Li · Benjamin Eysenbach · Tom Silver
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5305
Towards Bridging the Gap between Large-Scale Pretraining and Efficient Finetuning for Humanoid Control
In Poster Session 3 Pavilion 4
Weidong Huang ⋅ Zhehan Li ⋅ Hangxin Liu ⋅ Biao Hou ⋅ Yao Su ⋅ Jingwen Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4714
Retaining Suboptimal Actions to Follow Shifting Optima in Multi-Agent Reinforcement Learning
In Poster Session 3 Pavilion 4
Yonghyeon Jo ⋅ Sunwoo Lee ⋅ Seungyul Han
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1307
UniHM: Unified Dexterous Hand Manipulation with Vision Language Model
In Poster Session 3 Pavilion 3
Zhenhao Zhang ⋅ Jiaxin Liu ⋅ Ye Shi ⋅ Jingya Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1308
DEAS: DEtached value learning with Action Sequence for Scalable Offline RL
In Poster Session 3 Pavilion 3
Changyeon Kim · Haeone Lee · Younggyo Seo · Kimin Lee · Yuke Zhu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4713
SocialJax: An Evaluation Suite for Multi-agent Reinforcement Learning in Sequential Social Dilemmas
In Poster Session 3 Pavilion 4
Zihao Guo · Shuqing Shi · Richard Willis · Tristan Tomilin · Joel Z Leibo · Yali Du
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4712
Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning
In Poster Session 3 Pavilion 4
Yulei Qin · Xiaoyu Tan · Zhengbao He · Gang Li · Haojia Lin · Zongyi Li · Zihan Xu · Yuchen Shi · Siqi Cai · Renting Rui · Shaofei Cai · Yuzheng Cai · Xuan Zhang · Sheng Ye · Ke Li · Xing Sun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1309
Compositional Diffusion with Guided search for Long-Horizon Planning
In Poster Session 3 Pavilion 3
Utkarsh Mishra · David He · Yongxin Chen · Danfei Xu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4711
Bayesian Robust Cooperative Multi-Agent Reinforcement Learning Against Unknown Adversaries
In Poster Session 3 Pavilion 4
Kiarash Kazari ⋅ György Dán
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1310
OccDriver: Future Occupancy Guided Dual-branch Trajectory Planner in Autonomous Driving
In Poster Session 3 Pavilion 3
Zhao Huang · Bowen Zhang · Zhongzhu Li · Di Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4710
Improving Human-AI Coordination through Online Adversarial Training and Generative Models
In Poster Session 3 Pavilion 4
Paresh Chaudhary ⋅ Yancheng Liang ⋅ Daphne Chen ⋅ Simon Du ⋅ Natasha Jaques
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2001
RL of Thoughts: Navigating LLM Reasoning with Inference-time Reinforcement Learning
In Poster Session 3 Pavilion 3
Qianyue Hao · Sibo Li · Jian Yuan · Yong Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1311
BOLT: Decision‑Aligned Distillation and Budget-Aware Routing for Constrained Multimodal QA on Robots
In Poster Session 3 Pavilion 3
Tengjun Ni · Xin Yuan · Shenghong Li · Kai Wu · Ren Liu · Wei Ni · Wenjie Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4709
AgentPO: Enhancing Multi-Agent Collaboration via Reinforcement Learning
In Poster Session 3 Pavilion 4
lin sun · Chuang Liu · Can Zhang · Yubin Wu · Weijia Lu · Ning Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1313
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI
In Poster Session 3 Pavilion 3
Suhwan Choi ⋅ Jaeyoon Jung ⋅ Haebin Seong ⋅ Minchan Kim ⋅ Minyeong Kim ⋅ Yongjun Cho ⋅ Yoonshik Kim ⋅ Yu Park ⋅ Youngjae Yu ⋅ Yunsung Lee
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4708
Latent Wasserstein Adversarial Imitation Learning
In Poster Session 3 Pavilion 4
Siqi Yang ⋅ Kai Yan ⋅ Alex Schwing ⋅ Yu-Xiong Wang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1314
JanusVLN: Decoupling Semantics and Spatiality with Dual Implicit Memory for Vision-Language Navigation
In Poster Session 3 Pavilion 3
Shuang Zeng · Dekang Qi · Xinyuan Chang · Feng Xiong · Shichao Xie · Xiaolong Wu · Shiyi Liang · Mu Xu · Xing Wei
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4707
Beyond Noisy-TVs: Noise-Robust Exploration Via Learning Progress Monitoring
In Poster Session 3 Pavilion 4
Zhibo Hou · Zhiyu An · Wan Du
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4414
TimeSeg: An Information-Theoretic Segment-Wise Explainer for Time-Series Predictions
In Poster Session 3 Pavilion 4
Hwijin Kim ⋅ Jaeho Kim ⋅ Changhee Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1315
Learning to Grasp Anything By Playing with Random Toys
In Poster Session 3 Pavilion 3
Dantong Niu · Yuvan Sharma · Baifeng Shi · Rachel Ding · Matteo Gioia · Haoru Xue · Henry Tsai · Konstantinos Kallidromitis · Anirudh Pai · S. Sastry · trevor darrell · Jitendra Malik · Roei Herzig
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4706
Sample-efficient and Scalable Exploration in Continuous-Time RL
In Poster Session 3 Pavilion 4
Klemens Iten · Lenart Treven · Bhavya · Florian Dorfler · Andreas Krause
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1316
RFS: Reinforcement learning with Residual flow steering for dexterous manipulation
In Poster Session 3 Pavilion 3
Entong Su · Tyler Westenbroek · Anusha Nagabandi · Abhishek Gupta
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4705
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications
In Poster Session 3 Pavilion 4
Wei He · Yueqing Sun · Hongyan Hao · Xueyuan Hao · Zhikang Xia · Qi GU · Hui Su · Xunliang Cai
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1317
HAMLET: Switch Your Vision-Language-Action Model into a History-Aware Policy
In Poster Session 3 Pavilion 3
Myungkyu Koo ⋅ Daewon Choi ⋅ Taeyoung Kim ⋅ Kyungmin Lee ⋅ Changyeon Kim ⋅ Younggyo Seo ⋅ Jinwoo Shin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4704
Model Predictive Adversarial Imitation Learning for Planning from Observation
In Poster Session 3 Pavilion 4
Tyler Han · Yanda Bao · Bhaumik Mehta · Gabriel Guo · Sanghun Jung · Anubhav Vishwakarma · Emily Kang · Rosario Scalise · Jason Zhou · Bryan Xu · Byron Boots
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4703
Learning to Be Uncertain: Pre-training World Models with Horizon-Calibrated Uncertainty
In Poster Session 3 Pavilion 4
Shenghua Wan ⋅ Le Gan ⋅ De-Chuan Zhan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1318
Rodrigues Network for Learning Robot Actions
In Poster Session 3 Pavilion 3
Jialiang Zhang ⋅ Haoran Geng ⋅ Yang You ⋅ Congyue Deng ⋅ Pieter Abbeel ⋅ Jitendra Malik ⋅ Leonidas Guibas
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4702
MIRA: Memory-Integrated Reinforcement Learning Agent with Limited LLM Guidance
In Poster Session 3 Pavilion 4
Narjes Nourzad · Carlee Joe-Wong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4701
OrchestrationBench: LLM-Driven Agentic Planning and Tool Use in Multi-Domain Scenarios
In Poster Session 3 Pavilion 4
Aelim Ahn · Sooyeon Lee · Hyosun Wang · Chiwan Park · Daeryong Kim · Jihyeon Roh · Kichang Yang · Wonjun Jang · Hwang Woosung · Min Kim · Jihoon kang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1320
VITA: Vision-to-Action Flow Matching Policy
In Poster Session 3 Pavilion 3
Dechen Gao ⋅ BOQI ZHAO ⋅ Andrew Lee ⋅ Ian Chuang ⋅ Hanchu Zhou ⋅ Hang Wang ⋅ Zhe Zhao ⋅ Junshan Zhang ⋅ Iman Soltani
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1321
AutoFly: Vision-Language-Action Model for UAV Autonomous Navigation in the Wild
In Poster Session 3 Pavilion 3
Xiaolou Sun · Wufei Si · Wenhui Ni · Yuntian Li · Dongming Wu · Fei Xie · Runwei Guan · He-Yang Xu · Henghui Ding · Yuan Wu · Yutao Yue · Yongming Huang · Hui Xiong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4801
Test-Time Adaptation for LLM Agents via Environment Interaction
In Poster Session 3 Pavilion 4
Arthur Chen ⋅ Zuxin Liu ⋅ Jianguo Zhang ⋅ Akshara Prabhakar ⋅ Zhiwei Liu ⋅ Shelby Heinecke ⋅ Silvio Savarese ⋅ Victor Zhong ⋅ Caiming Xiong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4802
In-Context Learning for Pure Exploration
In Poster Session 3 Pavilion 4
Alessio Russo · Ryan Welch · Aldo Pacchiano
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1322
PixelVLA: Advancing Pixel-level Understanding in Vision-Language-Action Model
In Poster Session 3 Pavilion 3
Wenqi Liang · Gan Sun · Yao He · Jiahua Dong · Suyan Dai · Ivan Laptev · Salman Khan · Yang Cong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1323
Scaling up Memory for Robotic Control via Experience Retrieval
In Poster Session 3 Pavilion 3
Ajay Sridhar · Jennifer Pan · Satvik Sharma · Chelsea Finn
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4804
Learning Dynamics Feature Representation via Policy Attention for Dynamic Path Planning in Urban Road Networks
In Poster Session 3 Pavilion 4
Kai Zhang · Jingjing Gu · Qiuhong Wang
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1324
Towards Robust Real-World Multivariate Time Series Forecasting: A Unified Framework for Dependency, Asynchrony, and Missingness
In Poster Session 3 Pavilion 3
Jinkwan Jang ⋅ Hyungjin Park ⋅ Jinmyeong Choi ⋅ Taesup Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1325
PYRREGULAR: A Unified Framework for Irregular Time Series, with Classification Benchmarks
In Poster Session 3 Pavilion 3
Francesco Spinnato ⋅ Cristiano Landi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4805
FastGRPO: Accelerating Policy Optimization via Concurrency-aware Speculative Decoding and Online Draft Learning
In Poster Session 3 Pavilion 4
Yizhou Zhang · Ning Lv · Teng Wang · Jisheng Dang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1326
Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated?
In Poster Session 3 Pavilion 3
Coen Adler ⋅ Yuxin Chang ⋅ Samar Abdi ⋅ Felix Draxler ⋅ Padhraic Smyth
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4806
Local Reinforcement Learning with Action-Conditioned Root Mean Squared Q-Functions
In Poster Session 3 Pavilion 4
Zequan Wu · Mengye Ren
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1426
TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models
In Poster Session 3 Pavilion 3
Tong Guan ⋅ Zijie Meng ⋅ Dianqi Li ⋅ Shiyu Wang ⋅ Chao-Han Huck Yang ⋅ Qingsong Wen ⋅ Zuozhu Liu ⋅ Sabato Siniscalchi ⋅ Ming Jin ⋅ Shirui Pan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4807
Agentic Reinforcement Learning with Implicit Step Rewards
In Poster Session 3 Pavilion 4
Xiaoqian Liu ⋅ Ke Wang ⋅ Yuchuan Wu ⋅ Fei Huang ⋅ Yongbin Li ⋅ Jianbin Jiao ⋅ Junge Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1425
FACT: Fine-grained Across-variable Convolution for Multivariate Time Series Forecasting
In Poster Session 3 Pavilion 3
Huiqiang Wang · Jieming Shi · Qing Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4808
SCRIBES: Web-Scale Script-Based Semi-Structured Data Extraction with Reinforcement Learning
In Poster Session 3 Pavilion 4
Shicheng Liu · Kai Sun · Lisheng Fu · Xilun Chen · Xinyuan Zhang · Zhaojiang Lin · Rulin Shao · Yue Liu · Anuj Kumar · Scott Yih · Xin Dong
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1424
Perturbed Dynamic Time Warping: A Probabilistic Framework and Generalized Variants
In Poster Session 3 Pavilion 3
Xiangqian Sun · Chaoqun Wang · Wei Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4809
RewardBench 2: Advancing Reward Model Evaluation
In Poster Session 3 Pavilion 4
Saumya Malik · Valentina Pyatkin · Sander Land · Jacob Morrison · Noah Smith · Hanna Hajishirzi · Nathan Lambert
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4810
When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
In Poster Session 3 Pavilion 4
Aladin Djuhera ⋅ Farhan Ahmed ⋅ Swanand Kadhe ⋅ Syed Zawad ⋅ Heiko Ludwig ⋅ Holger Boche
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1423
SmellNet: A Dataset for Sensor-Based Smell Recognition and Mixture Prediction
In Poster Session 3 Pavilion 3
Dewei Feng ⋅ Wei Dai ⋅ Carol Li ⋅ Alistair Pernigo ⋅ Paul Liang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4811
How Far Can Unsupervised RLVR Scale LLM Training?
In Poster Session 3 Pavilion 4
Bingxiang He · Yuxin Zuo · Zeyuan Liu · Shangziqi Zhao · Zixuan Fu · Junlin Yang · Cheng Qian · Kaiyan Zhang · Yuchen Fan · Ganqu Cui · Xiusi Chen · Youbang Sun · Xingtai Lv · Xuekai Zhu · Li Sheng · Ran Li · Huan-ang Gao · Yuchen Zhang · Lifan Yuan · Bowen Zhou · Zhiyuan Liu · Ning Ding
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1422
MambaSL: Exploring Single-Layer Mamba for Time Series Classification
In Poster Session 3 Pavilion 3
Yoo-Min Jung ⋅ Leekyung Kim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4812
Unsupervised Learning of Efficient Exploration: Pre-training Adaptive Policies via Self-Imposed Goals
In Poster Session 3 Pavilion 4
Octavio Pappalardo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1421
EVEREST: A Transformer for Probabilistic Rare-Event Anomaly Detection with Evidential and Tail-Aware Uncertainty
In Poster Session 3 Pavilion 3
Antanas Žilinskas ⋅ Robert Shorten ⋅ Jakub Marecek
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1420
Reasoning on Time-Series for Financial Technical Analysis
In Poster Session 3 Pavilion 3
Kelvin Koa · Jan Chen · Yunshan Ma · Zheng Huanhuan · Tat-Seng Chua
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4813
Multimodal LLM-assisted Evolutionary Search for Programmatic Control Policies
In Poster Session 3 Pavilion 4
Qinglong Hu · Tong Xialiang · Mingxuan Yuan · Fei Liu · Zhichao Lu · Qingfu Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1419
PhaseFormer: From Patches to Phases for Efficient and Effective Time Series Forecasting
In Poster Session 3 Pavilion 3
Yiming Niu · Jinliang Deng · Yongxin Tong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4814
BOAD: Discovering Hierarchical Software Engineering Agents via Bandit Optimization
In Poster Session 3 Pavilion 4
Iris Xu ⋅ Guangtao Zeng ⋅ Zexue He ⋅ Charles Jin ⋅ Aldo Pareja ⋅ Dan Gutfreund ⋅ Chuang Gan ⋅ Zhang-Wei Hong
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1418
Adaptive Conformal Anomaly Detection with Time Series Foundation Models for Signal Monitoring.
In Poster Session 3 Pavilion 3
Natalia Martinez Gil · Fearghal O'Donncha · Wesley Gifford · Nianjun Zhou · Dhaval Patel · Roman Vaculin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4815
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
In Poster Session 3 Pavilion 4
Zihan Liu ⋅ Zhuolin Yang ⋅ Yang Chen ⋅ Chankyu Lee ⋅ Mohammad Shoeybi ⋅ Bryan Catanzaro ⋅ Wei Ping
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1417
Point-wise Anomaly Detection via Fold-bifurcation ODE
In Poster Session 3 Pavilion 3
SheoYon Jhin ⋅ Noseong Park
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4816
AutoQD: Automatic Discovery of Diverse Behaviors with Quality-Diversity Optimization
In Poster Session 3 Pavilion 4
Saeed Hedayatian · Stefanos Nikolaidis
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4817
Risk-Sensitive Reinforcement Learning for Alleviating Exploration Dilemmas in Large Language Models
In Poster Session 3 Pavilion 4
Yuhua Jiang · Jiawei Huang · Yufeng Yuan · Xin Mao · YuYue · Qianchuan Zhao · Lin Yan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1416
Dancing in Chains: Strategic Persuasion in Academic Rebuttal via Theory of Mind
In Poster Session 3 Pavilion 3
Zhitao He · Zongwei LYU · Yi R. Fung
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4818
Laplacian Kernelized Bandit
In Poster Session 3 Pavilion 4
Shuang Wu · Arash Amini
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1415
How to train data-efficient LLMs
In Poster Session 3 Pavilion 3
Noveen Sachdeva ⋅ Benjamin Coleman ⋅ Wang-Cheng Kang ⋅ Jianmo Ni ⋅ Lichan Hong ⋅ Ed H. Chi ⋅ James Caverlee ⋅ Julian McAuley ⋅ Derek Cheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4918
The Markovian Thinker: Architecture-Agnostic Linear Scaling of Reasoning
In Poster Session 3 Pavilion 4
Milad Aghajohari · Kamran Chitsaz · Amirhossein Kazemnejad · Sarath Chandar · Alessandro Sordoni · Aaron Courville · Siva Reddy
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1414
Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs
In Poster Session 3 Pavilion 3
Mohammad Tavakoli · Alireza Salemi · Carrie Ye · Mohamed Abdalla · Hamed Zamani · J Mitchell
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1413
Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-session Agents
In Poster Session 3 Pavilion 3
Yiming Du · Baojun Wang · Yifan Xiang · Zhaowei Wang · Wenyu Huang · Boyang XUE · Bin Liang · Xingshan Zeng · Fei Mi · Haoli Bai · Lifeng Shang · J Pan · Yuxin Jiang · Kam-Fai Wong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4917
THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning
In Poster Session 3 Pavilion 4
Qikai Chang · Zhenrong Zhang · Pengfei Hu · Jun Du · Jiefeng Ma · Yicheng Pan · Jianshu Zhang · Quan Liu · Gao Jianqing
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4916
LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning
In Poster Session 3 Pavilion 4
Haoqiang Kang · Yizhe Zhang · Nikki Kuang · Nicklas Majamaki · Navdeep Jaitly · Yian Ma · Lianhui Qin
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1412
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents
In Poster Session 3 Pavilion 3
Yueqi Song · Ketan Ramaneti · Zaid Sheikh · Ziru Chen · Boyu Gou · Tianbao Xie · Yiheng Xu · Danyang Zhang · Apurva Gandhi · Fan Yang · Joseph Liu · Tianyue Ou · Zhihao Yuan · Frank F Xu · Shuyan Zhou · Xingyao Wang · Xiang Yue · Tao Yu · Huan Sun · Yu Su · Graham Neubig
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1411
Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing
In Poster Session 3 Pavilion 3
Xu Wang · Chenkai Xu · Yijie Jin · Jiachun Jin · Hao Zhang · Kai Yu · Zhijie Deng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4915
MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark
In Poster Session 3 Pavilion 4
Dingdong WANG · Junan Li · Jincenzi Wu · Dongchao Yang · Xueyuan Chen · Tianhua Zhang · Helen Meng
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4914
Disentangled Representation Learning for Parametric Partial Differential Equations
In Poster Session 3 Pavilion 4
Ning Liu · Lu Zhang · Tian Gao · Yue Yu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1410
Measuring Audio's Impact on Correctness: Audio-Contribution-Aware Post-Training of Large Audio Language Models
In Poster Session 3 Pavilion 3
Haolin He · Xingjian Du · Renhe Sun · Zheqi Dai · Yujia Xiao · Mingru Yang · Jiayi Zhou · Xiquan Li · Zhengxi Liu · Zining Liang · Chunyat Wu · Qianhua He · Tan Lee · Xie Chen · Wei-Long Zheng · Weiqiang Wang · Mark D. Plumbley · Jian Liu · Qiuqiang Kong
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4913
Codified Finite-state Machines for Role-playing
In Poster Session 3 Pavilion 4
Letian Peng · Yupeng Hou · Kun Zhou · Jingbo Shang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1409
Solving the Granularity Mismatch: Hierarchical Preference Learning for Long-Horizon LLM Agents
In Poster Session 3 Pavilion 3
Heyang Gao · Zexu Sun · Erxue Min · Hengyi Cai · Shuaiqiang Wang · Dawei Yin · Xu Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4912
ViPO: Visual Preference Optimization at Scale
In Poster Session 3 Pavilion 4
Ming Li · Jie Wu · Justin Cui · Xiaojie Li · Rui Wang · Chen Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1408
ExpertLongBench: Benchmarking Language Models on Expert-Level Long-Form Generation Tasks with Structured Checklists
In Poster Session 3 Pavilion 3
Jie Ruan ⋅ Inderjeet Nair ⋅ Shuyang Cao ⋅ Amy Liu ⋅ Sheza Munir ⋅ Micah Pollens-Dempsey ⋅ Yune-Ting Chiang ⋅ Lucy Kates ⋅ Nicholas David ⋅ Sihan Chen ⋅ Ruxin Yang ⋅ Yuqian Yang ⋅ Jihyun Gump ⋅ Tessa Bialek ⋅ Vivek Sankaran ⋅ Margo Schlanger ⋅ Lu Wang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4911
Causally Robust Reward Learning from Reason-Augmented Preference Feedback
In Poster Session 3 Pavilion 4
Minjune Hwang ⋅ Yigit Korkmaz ⋅ Daniel Seita ⋅ Erdem Bıyık
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1407
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation via Lens of Dynamic Interactions
In Poster Session 3 Pavilion 3
Nan Huo ⋅ Xiaohan Xu ⋅ Jinyang Li ⋅ Per Jacobsson ⋅ Shipei Lin ⋅ Bowen Qin ⋅ Binyuan Hui ⋅ Xiaolong Li ⋅ Ge Qu ⋅ Shuzheng Si ⋅ Linheng Han ⋅ Edward Alexander ⋅ Xintong Zhu ⋅ Rui Qin ⋅ Ruihan Yu ⋅ Yiyao Jin ⋅ Feige Zhou ⋅ Weihao Zhong ⋅ Yun Chen ⋅ Hongyu Liu ⋅ Chenhao Ma ⋅ Fatma Ozcan ⋅ Yannis Papakonstantinou ⋅ Reynold Cheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1406
Learning Facts at Scale with Active Reading
In Poster Session 3 Pavilion 3
Jessy Lin · Vincent-Pierre Berges · Xilun Chen · Scott Yih · Gargi Ghosh · Barlas Oguz
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4910
RL for Reasoning by Adaptively Revealing Rationales
In Poster Session 3 Pavilion 4
mohammad hossein amani ⋅ Aryo Lotfi ⋅ Nicolas Baldwin ⋅ Samy Bengio ⋅ Mehrdad Farajtabar ⋅ Emmanuel Abbe ⋅ Robert West
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1405
ATLAS: Constraints-Aware Multi-Agent Collaboration for Real-World Travel Planning
In Poster Session 3 Pavilion 3
Jihye Choi · Jinsung Yoon · Jiefeng Chen · Somesh Jha · Tomas Pfister
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4909
Planned Diffusion
In Poster Session 3 Pavilion 4
Daniel Israel ⋅ Tian Jin ⋅ Ellie Cheng ⋅ Guy Van den Broeck ⋅ Aditya Grover ⋅ Suvinay Subramanian ⋅ Michael Carbin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1404
EchoMind: An Interrelated Multi-level Benchmark for Evaluating Empathetic Speech Language Models
In Poster Session 3 Pavilion 3
Li Zhou ⋅ Lutong Yu ⋅ You Lyu ⋅ Yihang Lin ⋅ Zefeng Zhao ⋅ Junyi Ao ⋅ Yuhao Zhang ⋅ Wang Benyou ⋅ Haizhou Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4908
ProteinAE: Protein Diffusion Autoencoders for Structure Encoding
In Poster Session 3 Pavilion 4
Shaoning Li · Le Zhuo · Yusong Wang · Mingyu Li · Xinheng He · Fandi Wu · Hongsheng Li · Pheng-Ann Heng
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4907
Turning Internal Gap into Self-Improvement: Promoting the Generation-Understanding Unification in MLLMs
In Poster Session 3 Pavilion 4
Yujin Han · Hao Chen · Andi Han · Zhiheng Wang · Xinyu Liu · yingya zhang · Shiwei Zhang · Difan Zou
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1403
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
In Poster Session 3 Pavilion 3
Zhiwei He · Tian Liang · Jiahao Xu · Qiuzhi Liu · Xingyu Chen · Yue Wang · Linfeng Song · Dian Yu · Zhenwen Liang · Wenxuan Wang · Zhuosheng Zhang · Rui Wang · Zhaopeng Tu · Haitao Mi · Dong Yu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4906
Massive Activations are the Key to Local Detail Synthesis in Diffusion Transformers
In Poster Session 3 Pavilion 4
Chaofan Gan · Zicheng Zhao · Yuanpeng Tu · Xi Chen · Ziran Qin · Tieyuan Chen · Mehrtash Harandi · Weiyao Lin
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1402
CaTS: Calibrated Test-Time Scaling for Efficient LLM Reasoning
In Poster Session 3 Pavilion 3
Chengsong Huang · Langlin Huang · Jixuan Leng · Jiacheng Liu · Jiaxin Huang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4905
MATHMO: Automated Mathematical Modeling Through Adaptive Search
In Poster Session 3 Pavilion 4
Tennison Liu · Mihaela van der Schaar
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1401
Don't Throw Away Your Beams: Improving Consistency-based Uncertainties in LLMs via Beam Search
In Poster Session 3 Pavilion 3
Ekaterina Fadeeva · Maiya Goloburda · Aleksandr Rubashevskii · Roman Vashurin · Artem Shelmanov · Preslav Nakov · Mrinmaya Sachan · Maxim Panov
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4904
Watermark-based Attribution of AI-Generated Content
In Poster Session 3 Pavilion 4
Zhengyuan Jiang · Moyang Guo · Yuepeng Hu · Yupu Wang · Neil Gong
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1501
OSCAR: Online Soft Compression for RAG
In Poster Session 3 Pavilion 3
Maxime Louis ⋅ Thibault Formal ⋅ Hervé Déjean ⋅ Stéphane Clinchant
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4903
Hallucination Begins Where Saliency Drops
In Poster Session 3 Pavilion 4
Xiaofeng Zhang · Yuanchao Zhu · Chaochen Gu · Xiaosong Yuan · Qiyan Zhao · Jiawei Cao · Barrett Tang · Sinan Fan · Yaomin Shen · Chen Shen · Hao Tang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1502
SpotIt: Evaluating Text-to-SQL Evaluation with Formal Verification
In Poster Session 3 Pavilion 3
Rocky Klopfenstein ⋅ Yang He ⋅ Andrew Tremante ⋅ Yuepeng Wang ⋅ Nina Narodytska ⋅ Haoze Wu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1503
The Imitation Game: Turing Machine Imitator is Length Generalizable Reasoner
In Poster Session 3 Pavilion 3
Zhouqi Hua · Wenwei Zhang · Chengqi Lyu · Yuzhe Gu · Songyang Gao · Kuikun Liu · Dahua Lin · Kai Chen
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4902
NI Sampling: Accelerating Discrete Diffusion Sampling by Token Order Optimization
In Poster Session 3 Pavilion 4
Enshu Liu ⋅ Xuefei Ning ⋅ Yu Wang ⋅ Zinan Lin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1504
Are LLMs Really Not Knowledgeable? Mining the Submerged Knowledge in LLMs' Memory
In Poster Session 3 Pavilion 3
Xingjian Tao · Yiwei Wang · Yujun Cai · Zhicheng YANG · Jing Tang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4901
Characterization and Learning of Causal Graphs with Latent Confounders and Post-treatment Selection from Interventional Data
In Poster Session 3 Pavilion 4
Gongxu Luo ⋅ Loka Li ⋅ Guangyi Chen ⋅ Haoyue Dai ⋅ Kun Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5001
WMPO: World Model-based Policy Optimization for Vision-Language-Action Models
In Poster Session 3 Pavilion 4
Fangqi Zhu · Zhengyang Yan · Zicong Hong · Quanxin Shou · Xiao Ma · Song Guo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1505
Measuring and Mitigating Rapport Bias of Large Language Models under Multi-Agent Social Interactions
In Poster Session 3 Pavilion 3
Maojia Song · Tej Deep Pala · Ruiwen Zhou · Weisheng Jin · Amir Zadeh · Chuan Li · Dorien Herremans · Soujanya Poria
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1506
TIPS: Turn-level Information-Potential Reward Shaping for Search-Augmented LLMs
In Poster Session 3 Pavilion 3
Yutao Xie · Nathaniel Thomas · Nick Hansen · Yang Fu · Li Li · Xiaolong Wang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1108
P$^2$-DPO: Grounding Hallucination in Perceptual Processing via Calibration Direct Preference Optimization
In Poster Session 3 Pavilion 3
RuiPeng Zhang ⋅ Zhihao Li ⋅ Haozhang Yuan ⋅ C.L.Philip Chen ⋅ Tong Zhang
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5002
$\nabla$-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space
In Poster Session 3 Pavilion 4
Peihao Wang · Ruisi Cai · Zhen Wang · Hongyuan Mei · Qiang Liu · Pan Li · Zhangyang Wang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1507
From Text to Talk: Audio-Language Model Needs Non-Autoregressive Joint Training
In Poster Session 3 Pavilion 3
Tianqiao Liu · Xueyi Li · Hao Wang · Haoxuan Li · Zhichao Chen · Weiqi Luo · Zitao Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5003
Bures-Isotropy Alignment: Manifold Learning of Generalized Category Discovery
In Poster Session 3 Pavilion 4
Luyao Tang · Kunze Huang · Chaoqi Chen · Cheng Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1508
Plan and Budget: Effective and Efficient Test-Time Scaling on Reasoning Large Language Models
In Poster Session 3 Pavilion 3
Junhong Lin ⋅ Xinyue Zeng ⋅ Jie Zhu ⋅ Song Wang ⋅ Julian Shun ⋅ Jun Wu ⋅ Dawei Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5004
Cognitive models can reveal interpretable value trade-offs in language models
In Poster Session 3 Pavilion 4
Sonia Murthy · Rosie Zhao · Jennifer Hu · Sham Kakade · Markus Wulfmeier · Peng Qian · Tomer Ullman
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1509
Efficient Reasoning with Balanced Thinking
In Poster Session 3 Pavilion 3
Yulin Li · Tengyao Tu · Li Ding · Junjie Wang · Huiling Zhen · Yixin Chen · Yong Li · Zhuotao Tian
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5005
HarmonyGNNs: Harmonizing Heterophily and Homophily in GNNs via Self-Supervised Node Encoding
In Poster Session 3 Pavilion 4
Rui Xue · Tianfu Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1510
Physics-Informed Audio-Geometry-Grid Representation Learning for Universal Sound Source Localization
In Poster Session 3 Pavilion 3
Min-Sang Baek ⋅ Gyeong-Su Kim ⋅ Donghyun Kim ⋅ Joon-Hyuk Chang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5006
Scaling Speech Tokenizers with Diffusion Autoencoders
In Poster Session 3 Pavilion 4
Yuancheng Wang · Zhenyu Tang · Yun Wang · Arthur Hinsvark · Yingru Liu · Yinghao Li · Kainan Peng · Junyi Ao · Mingbo Ma · Mike Seltzer · Qing He · Xubo Liu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1511
Selective Expert Guidance for Effective and Diverse Exploration in Reinforcement Learning of LLMs
In Poster Session 3 Pavilion 3
Zishang Jiang · Jinyi Han · tingyun li · Xinyi Wang · Sihang Jiang · Zhaoqian Dai · Ma Shuguang · Fei Yu · Jiaqing Liang · Yanghua Xiao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5007
ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution
In Poster Session 3 Pavilion 4
Robert Lange · Yuki Imajuku · Edoardo Cetin
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5008
Exploring Cross-Modal Flows for Few-Shot Learning
In Poster Session 3 Pavilion 4
Ziqi Jiang · Yanghao Wang · Long Chen
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1512
Omni-Captioner: Data Pipeline, Models, and Benchmark for Omni Detailed Perception
In Poster Session 3 Pavilion 3
Ziyang Ma · Ruiyang Xu · Zhenghao Xing · Yunfei Chu · Yuxuan Wang · Jinzheng He · Jin Xu · Pheng-Ann Heng · Kai Yu · Junyang Lin · Ensiong Chng · Xie Chen
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5009
Latent Visual Reasoning
In Poster Session 3 Pavilion 4
Bangzheng Li · Ximeng Sun · Jiang Liu · Ze Wang · Jialian Wu · Xiaodong Yu · Emad Barsoum · Muhao Chen · Zicheng Liu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1513
Prompt and Parameter Co-Optimization for Large Language Models
In Poster Session 3 Pavilion 3
Xiaohe Bo · Rui Li · Zexu Sun · Quanyu Dai · Zeyu Zhang · Zihang Tian · Xu Chen · Zhenhua Dong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5010
Revisiting Parameter Server in LLM Post-Training
In Poster Session 3 Pavilion 4
Xinyi Wan · Penghui Qi · Guangxing Huang · Chaoyi Ruan · Min Lin · Jialin Li
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1312
SPELL: Self-Play Reinforcement Learning for Evolving Long-Context Language Models
In Poster Session 3 Pavilion 3
Ziyi Yang ⋅ Weizhou Shen ⋅ Chenliang Li ⋅ Ruijun Chen ⋅ Fanqi Wan ⋅ Ming Yan ⋅ Xiaojun Quan ⋅ Fei Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1514
Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization
In Poster Session 3 Pavilion 3
Weixuan Wang ⋅ Minghao Wu ⋅ Barry Haddow ⋅ Alexandra Birch
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5011
Inpainting-Guided Policy Optimization for Diffusion Large Language Models
In Poster Session 3 Pavilion 4
Siyan Zhao · Mengchen Liu · Jing Huang · Miao Liu · Chenyu Wang · Bo Liu · Yuandong Tian · Guan Pang · Sean Bell · Aditya Grover · Feiyu Chen
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1515
Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation
In Poster Session 3 Pavilion 3
Prafulla Kumar Choubey · Xin Su · Man Luo · XIANGYU PENG · Caiming Xiong · Tiep Le · Shachar Rosenman · Vasudev Lal · Phil Mui · Ricky Ho · Phillip Howard · Chien-Sheng Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5012
AFTER: Mitigating the Object Hallucination of LVLM via Adaptive Factual-Guided Activation Editing
In Poster Session 3 Pavilion 4
Tianbo Wang · Yuqing Ma · Kewei Liao · Zhange Zhang · Simin Li · Jinyang Guo · Xianglong Liu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1516
On the Wings of Imagination: Conflicting Script-based Multi-role Framework for Humor Caption Generation
In Poster Session 3 Pavilion 3
Wenbo Shang · Yuxi Sun · Jing Ma · Xin Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1517
EntropyLong: Effective Long-Context Training via Predictive Uncertainty
In Poster Session 3 Pavilion 3
jia junlong · Ziyang Chen · Xing W · Chaochen Gao · Zijia Lin · Songlin Hu · Binghui Guo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5013
HiCache: A Plug-in Scaled-Hermite Upgrade for Taylor-Style Cache-then-Forecast Diffusion Acceleration
In Poster Session 3 Pavilion 4
Liang Feng · Shikang Zheng · Jiacheng Liu · Yuqi Lin · Qinming Zhou · Peiliang Cai · Xinyu Wang · Junjie Chen · Chang Zou · Yue Ma · Linfeng Zhang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1518
Knowing When to Quit: Probabilistic Early Exits for Speech Separation Networks
In Poster Session 3 Pavilion 3
Kenny Olsen · Mads Østergaard · Karl Ulbæk · Søren Føns Nielsen · Rasmus Malik Høegh Lindrup · Bjørn Jensen · Morten Mørup
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5014
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows
In Poster Session 3 Pavilion 4
Zhenglin Cheng · Peng Sun · Jianguo Li · Tao Lin
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5015
Representation Alignment for Diffusion Transformers without External Components
In Poster Session 3 Pavilion 4
Dengyang Jiang · Mengmeng Wang · Liuzhuozheng Li · Lei Zhang · Haoyu Wang · Wei Wei · Guang Dai · Yanning Zhang · Jingdong Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1519
Human or Machine? A Preliminary Turing Test for Speech-to-Speech Interaction
In Poster Session 3 Pavilion 3
Xiang Li · Jiabao Gao · Sipei Lin · Xuan Zhou · Chi Zhang · Bo Cheng · Jiale Han · Wang Benyou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1520
Influence-Preserving Proxies for Gradient-Based Data Selection in LLM FineTuning
In Poster Session 3 Pavilion 3
Sirui Chen ⋅ Yunzhe Qi ⋅ Mengting Ai ⋅ Yifan Sun ⋅ Ruizhong Qiu ⋅ Jiaru Zou ⋅ Jingrui He
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5016
Reducing Symmetry Increase in Equivariant Neural Networks
In Poster Session 3 Pavilion 4
Ning Lin ⋅ Jiacheng Cen ⋅ Anyi Li ⋅ Wenbing Huang ⋅ Hao Sun
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5017
Convex Dominance in Deep Learning I: A Scaling Law of Loss and Learning Rate
In Poster Session 3 Pavilion 4
Zhiqi Bu · Shiyun Xu · Jialin Mao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1521
Incentive-Aligned Multi-Source LLM Summaries
In Poster Session 3 Pavilion 3
Yanchen Jiang ⋅ Zhe Feng ⋅ Aranyak Mehta
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5018
A Dense Subset Index for Collective Query Coverage
In Poster Session 3 Pavilion 4
Kartik Nair ⋅ Pritish Chakraborty ⋅ Atharva Tambat ⋅ Indradyumna Roy ⋅ Soumen Chakrabarti ⋅ Anirban Dasgupta ⋅ Abir De
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1522
Dynamic Early Exit in Reasoning Models
In Poster Session 3 Pavilion 3
Chenxu Yang · Qingyi Si · Yongjie Duan · Zheliang Zhu · Chenyu Zhu · Qiaowei Li · Minghui Chen · Zheng Lin · Weipinng Wang
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5118
DispViT: Direct Stereo Disparity Regression with a Single-Stream Vision Transformer
In Poster Session 3 Pavilion 4
Tongfan Guan · Jiaxin Guo · Tianyu Huang · Jinhu Dong · Chen Wang · Yun-Hui Liu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1523
GUI-Shift: Enhancing VLM-Based GUI Agents through Self-supervised Reinforcement Learning
In Poster Session 3 Pavilion 3
Longxi Gao · Li Zhang · Pengzhi Gao · WEI LIU · Jian Luan · Mengwei Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1524
Search Arena: Analyzing Search-Augmented LLMs
In Poster Session 3 Pavilion 3
Mihran Miroyan ⋅ Tsung-Han Wu ⋅ Logan King ⋅ Tianle Li ⋅ Jiayi Pan ⋅ Xinyan Hu ⋅ Wei-Lin Chiang ⋅ Anastasios Angelopoulos ⋅ trevor darrell ⋅ Narges Norouzi ⋅ Joseph E Gonzalez
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5117
Image Quality Assessment for Embodied AI
In Poster Session 3 Pavilion 4
Chunyi Li · Jiahao Xiao · Jianbo Zhang · Farong Wen · Zicheng Zhang · Yuan Tian · Xiangyang Zhu · Xiaohong Liu · Zhengxue Cheng · Weisi Lin · Guangtao Zhai
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1525
Continuous Audio Language Models
In Poster Session 3 Pavilion 3
Simon Rouard · Manu Orsini · Axel Roebel · Neil Zeghidour · Alexandre Défossez
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5116
PCPO: Proportionate Credit Policy Optimization for Preference Alignment of Image Generation Models
In Poster Session 3 Pavilion 4
Jeongjae Lee · Jong Chul YE
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1526
SimuHome: A Temporal- and Environment-Aware Benchmark for Smart Home LLM Agents
In Poster Session 3 Pavilion 3
Gyuhyeon Seo · Jungwoo Yang · Junseong Pyo · Nalim Kim · Jonggeun Lee · Yohan Jo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5115
Reverse-Engineered Reasoning for Open-Ended Generation
In Poster Session 3 Pavilion 4
Haozhe Wang ⋅ Haoran Que ⋅ Qixin Xu ⋅ Minghao Liu ⋅ Wangchunshu Zhou ⋅ Jiazhan Feng ⋅ Wanjun Zhong ⋅ Wei Ye ⋅ Tong Yang ⋅ Wenhao Huang ⋅ Ge Zhang ⋅ Fangzhen Lin
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1626
DRBench: A Realistic Benchmark for Enterprise Deep Research
In Poster Session 3 Pavilion 3
Amirhossein Abaskohi · Tianyi Chen · Miguel Muñoz-Mármol · Curtis Fox · Amrutha Varshini Ramesh · Étienne Marcotte · Xing Han Lu · Nicolas Chapados · Spandana Gella · Christopher Pal · Alexandre Drouin · Issam Laradji
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5114
How Stable is the Next Token? A Geometric View of LLM Prediction Stability
In Poster Session 3 Pavilion 4
Deyuan Liu · Zecheng Wang · Zhanyue Qin · Zhiying Tu · Dianhui Chu · Dianbo Sui
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1625
EditBench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits
In Poster Session 3 Pavilion 3
Wayne Chi ⋅ Valerie Chen ⋅ Ryan Shar ⋅ Aditya Mittal ⋅ Jenny Liang ⋅ Wei-Lin Chiang ⋅ Anastasios Angelopoulos ⋅ Ion Stoica ⋅ Graham Neubig ⋅ Ameet Talwalkar ⋅ Chris Donahue
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5113
SWINGARENA: Adversarial Programming Arena for Long-context GitHub Issue Solving
In Poster Session 3 Pavilion 4
Wendong XU · Jing Xiong · Chenyang Zhao · Qiujiang Chen · Haoran Wang · Hui Shen · Zhongwei Wan · Jianbo Dai · Taiqiang Wu · He Xiao · Chaofan Tao · Zhuoqing Mao · Ying Sheng · Zhijiang Guo · Hongxia Yang · Bei Yu · Lingpeng Kong · Quanquan Gu · Ngai Wong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5112
Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training
In Poster Session 3 Pavilion 4
Youssef Mroueh · Nicolas Dupuis · Brian Belgodere · Apoorva Nitsure · Mattia Rigotti · Kristjan Greenewald · Jiri Navratil · Jarret Ross · Jesus Rios
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1624
Segment-Level Attribution for Selective Learning of Long Reasoning Traces
In Poster Session 3 Pavilion 3
Siyuan Wang ⋅ Yanchen Liu ⋅ Xiang Ren
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1623
Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents
In Poster Session 3 Pavilion 3
Tiannuo Yang · Zebin Yao · Bowen Jin · Lixiao Cui · Yusen Li · Gang Wang · Xiaoguang Liu · Willie Neiswanger
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5111
Decision Aggregation under Quantal Response
In Poster Session 3 Pavilion 4
Zhihuan Huang · Yichong Xia · Yuqing Kong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5110
LLMs Can Hide Text in Other Text of the Same Length
In Poster Session 3 Pavilion 4
Antonio Norelli · Michael Bronstein
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1622
LLMs are Single-threaded Reasoners: Demystifying the Working Mechanism of Soft Thinking
In Poster Session 3 Pavilion 3
Junhong Wu ⋅ Jinliang Lu ⋅ Zixuan Ren ⋅ Gangqiang Hu ⋅ Zhi Wu ⋅ Dai Dai ⋅ hua wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1621
Diversity-Incentivized Exploration for Versatile Reasoning
In Poster Session 3 Pavilion 3
Zican Hu · Shilin Zhang · Yafu Li · Jianhao (Elliott) Yan · Xuyang Hu · Leyang Cui · Xiaoye Qu · Chunlin Chen · Yu Cheng · Zhi Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5109
S2R-HDR: A Large-Scale Rendered Dataset for HDR Fusion
In Poster Session 3 Pavilion 4
Yujin Wang · Jiarui Wu · Yichen Bian · Fan Zhang · Tianfan Xue
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5108
Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks
In Poster Session 3 Pavilion 4
Shuo He ⋅ Lang Feng ⋅ qi wei ⋅ Xin Cheng ⋅ Lei Feng ⋅ Bo An
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1620
SciNav: A General Agent Framework for Scientific Coding Tasks
In Poster Session 3 Pavilion 3
Tianshu Zhang ⋅ Huan Sun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1619
HardcoreLogic: Challenging Large Reasoning Models with Long-tail Logic Puzzle Games
In Poster Session 3 Pavilion 3
Jingcong Liang ⋅ Shijun Wan ⋅ Xuehai Wu ⋅ Yitong Li ⋅ Qianglong Chen ⋅ Duyu Tang ⋅ Siyuan Wang ⋅ zhongyu wei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5107
Toward Universal and Transferable Jailbreak Attacks on Vision-Language Models
In Poster Session 3 Pavilion 4
Kaiyuan Cui ⋅ Yige Li ⋅ Yutao Wu ⋅ Xingjun Ma ⋅ Sarah Erfani ⋅ Christopher Leckie ⋅ Hanxun Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5106
WavePolyp: Video Polyp Segmentation via Hierarchical Wavelet-Based Feature Aggregation and Inter-Frame Divergence Perception
In Poster Session 3 Pavilion 4
Yuhua Zhang ⋅ Guilian Chen ⋅ Yuanqin He ⋅ Huisi Wu ⋅ Jing Qin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1618
RESTRAIN: From Spurious Votes to Signals — Self-Training RL with Self-Penalization
In Poster Session 3 Pavilion 3
Zhaoning Yu ⋅ Zhaolun Su ⋅ Leitian Tao ⋅ Haozhu Wang ⋅ Aashu Singh ⋅ Hanchao Yu ⋅ Jianyu Wang ⋅ Hongyang Gao ⋅ Weizhe Yuan ⋅ Jason E Weston ⋅ Ping Yu ⋅ Jing Xu
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5105
Mixture of Mini Experts: Overcoming the Linear Layer Bottleneck in Multiple Instance Learning
In Poster Session 3 Pavilion 4
Daniel Shao · Joel Runevic · Richard Chen · Drew Williamson · Ahrong Kim · Andrew Song · Faisal Mahmood
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1617
UniSS: Unified Expressive Speech-to-Speech Translation with Your Voice
In Poster Session 3 Pavilion 3
Sitong Cheng · Bianweizhen · Xinsheng Wang · Ruibin Yuan · Jianyi Chen · Shunshun Yin · Yike Guo · Wei Xue
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1616
Expanding Reasoning Potential in Foundation Model by Learning Diverse Chains of Thought Patterns
In Poster Session 3 Pavilion 3
Xuemiao Zhang · Can Ren · Chengying Tu · Rongxiang Weng · Shuo Wang · Hongfei Yan · Jingang Wang · Xunliang Cai
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5104
Scaling Linear Attention Capacity with Sparse State Expansion
In Poster Session 3 Pavilion 4
Yuqi Pan · Yongqi An · Zheng Li · Yuhong Chou · Rui-Jie Zhu · Xiaohui Wang · Mingxuan Wang · Jinqiao Wang · Guoqi Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5103
Code2Bench: Scaling Source and Rigor for Dynamic Benchmark Construction
In Poster Session 3 Pavilion 4
Zhe Zhang · Runlin Liu · Aishan Liu · Xingyu Liu · Xiang Gao · Hailong Sun
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1615
Learning from Synthetic Data Improves Multi-hop Reasoning
In Poster Session 3 Pavilion 3
Anmol Kabra ⋅ Yilun Yin ⋅ Albert Gong ⋅ Kamilė Stankevičiūtė ⋅ Dongyoung Go ⋅ Johann Lee ⋅ Katie Luo ⋅ Carla Gomes ⋅ Kilian Weinberger
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5102
CoMind: Towards Community-Driven Agents for Machine Learning Engineering
In Poster Session 3 Pavilion 4
Sijie Li · Weiwei Sun · Shanda Li · Ameet Talwalkar · Yiming Yang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1614
Common Corpus: The Largest Collection of Ethical Data for LLM Pre-Training
In Poster Session 3 Pavilion 3
Pierre-Carl Langlais ⋅ Pavel Chizhov ⋅ Catherine Arnett ⋅ Carlos Hinostroza ⋅ Mattia Nee ⋅ Eliot Jones ⋅ Irène Girard ⋅ David Mach ⋅ Anastasia Stasenko ⋅ Ivan Yamshchikov
[ OpenReview] 
Blog Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1613
Content Promotion as a Strategic Game: How to Design Agentic Publishers for the Evolving Search Ecosystem in the GenAI Era?
In Poster Session 3 Pavilion 3
Tommy Mordo ⋅ Sagie Dekel ⋅ Tomer Kordonsky ⋅ Omer Madmon ⋅ Moshe Tennenholtz ⋅ Oren Kurland
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5101
Training-free Counterfactual Explanation for Temporal Graph Model Inference
In Poster Session 3 Pavilion 4
Mingjian Lu · Haolai Che · Yangxin Fan · Qu Liu · Fei Shao · Tingjian Ge · Xusheng Xiao · Yinghui Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5201
On Entropy Control in LLM-RL Algorithms
In Poster Session 3 Pavilion 4
Han Shen
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1612
Building spatial world models from sparse transitional episodic memories
In Poster Session 3 Pavilion 3
Zizhan He ⋅ Maxime Daigle ⋅ Pouya Bashivan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1611
Readout Representation: Redefining Neural Codes by Input Recovery
In Poster Session 3 Pavilion 3
Shunsuke Onoo · Yoshihiro Nagano · Yukiyasu Kamitani
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5202
CL-DPS: A Contrastive Learning Approach to Blind Nonlinear Inverse Problem Solving via Diffusion Posterior Sampling
In Poster Session 3 Pavilion 4
Linfeng Ye · Shayan Mohajer Hamidi · Mert Pilanci · Konstantinos Plataniotis
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5203
Tug-of-War No More: Harmonizing Accuracy and Robustness in Vision-Language Models via Stability-Aware Task Vector Merging
In Poster Session 3 Pavilion 4
Junhao Dong ⋅ Xinghua Qu ⋅ Cong Zhang ⋅ Qi Rong Sua ⋅ Nguyen Duc Thai ⋅ Wenbo Pan ⋅ Xinfeng Li ⋅ Tongliang Liu ⋅ Piotr Koniusz ⋅ Yew-Soon Ong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1610
Mixture of Cognitive Reasoners: Modular Reasoning with Brain-Like Specialization
In Poster Session 3 Pavilion 3
Badr AlKhamissi · C. De Sabbata · Greta Tuckute · Zeming Chen · Martin Schrimpf · Antoine Bosselut
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5204
Inverse Reinforcement Learning with Dynamic Reward Scaling for LLM Alignment
In Poster Session 3 Pavilion 4
Ruoxi Cheng · Hao-Xuan Ma · Weixin Wang · Ranjie Duan · Jiexi Liu · Xiaoshuang Jia · Simeng Qin · Xiaochun Cao · Yang Liu · Yang Liu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1609
Difference Predictive Coding for Training Spiking Neural Networks
In Poster Session 3 Pavilion 3
Ville Karlsson · Nicklas Fianda · Joni-Kristian Kamarainen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1608
Discovering heterogeneous synaptic plasticity rules via large-scale neural evolution
In Poster Session 3 Pavilion 3
Ziyuan Ye · Beichen Huang · Yujie Wu · Guozhang Chen · Jibin Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5205
3DCS: Datasets and Benchmark for Evaluating Conformational Sensitivity in Molecular Representations
In Poster Session 3 Pavilion 4
Xi Wang ⋅ Yang Zhang ⋅ Yingjia Zhang ⋅ Yejia Cai ⋅ Shenji Wan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5206
Strategic Obfuscation of Deceptive Reasoning in Language Models
In Poster Session 3 Pavilion 4
Arun Jose · Niels Warncke · Mia Taylor
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1607
Only Brains Align with Brains: Cross-Region Alignment Patterns Expose Limits of Normative Models
In Poster Session 3 Pavilion 3
Larissa Höfling · Matthias Tangemann · Lotta Piefke · Susanne Keller · Matthias Bethge · Katrin Franke
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5207
MeSH: Memory-as-State-Highways for Recursive Transformers
In Poster Session 3 Pavilion 4
Chengting Yu · Xiaobo Shu · Yadao Wang · Yizhen Zhang · Haoyi Wu · Jiaang Li · Rujiao Long · Ziheng Chen · Yuchi Xu · wenbo su · Bo Zheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1606
Low-Pass Filtering Improves Behavioral Alignment of Vision Models
In Poster Session 3 Pavilion 3
Max Wolff · Thomas Klein · Evgenia Rusak · Felix Wichmann · Wieland Brendel
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1605
Bayesian Test-Time Adaptation via Dirichlet feature projection and GMM-Driven Inference for Motor Imagery EEG Decoding
In Poster Session 3 Pavilion 3
Huan LUO · Na Lu · Xiaopeng Wang · Xu Niu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5208
CellDuality: Unlocking Biological Reasoning in LLMs with Self-Supervised RLVR
In Poster Session 3 Pavilion 4
Yuhang Chen · Zhen Tan · Ruichen Zhang · Mufan Qiu · Tianlong Chen
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1604
Characterizing Human Semantic Navigation in Concept Production as Trajectories in Embedding Space
In Poster Session 3 Pavilion 3
Felipe Toro-Hernández ⋅ Jesuino Vieira Filho ⋅ Rodrigo Cabral-Carvalho
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5209
FeDaL: Federated Dataset Learning for General Time Series Foundation Models
In Poster Session 3 Pavilion 4
Shengchao Chen · Guodong Long · Michael Blumenstein · Jing Jiang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1603
Biologically Plausible Learning via Bidirectional Spike-Based Distillation
In Poster Session 3 Pavilion 3
Yifei Wang · Zhangyanxun · Changze Lv · Yiyang Lu · Jingwen Xu · Xiaohua Wang · Di Yu · Xin Du · Xuanjing Huang · Xiaoqing Zheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5210
LLMs Struggle to Balance Reasoning and World Knowledge in Causal Narrative Understanding
In Poster Session 3 Pavilion 4
Khurram Yamin · Shantanu Gupta · Gaurav Ghosal · Zachary Lipton · Bryan Wilder
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5211
VoxPrivacy: A Benchmark for Evaluating Interactional Privacy of Speech Language Models
In Poster Session 3 Pavilion 4
Yuxiang Wang · HongYu Liu · DEKUN CHEN · Xueyao Zhang · Zhizheng Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1602
Spike-based Digital Brain: a novel fundamental model for brain activity analysis
In Poster Session 3 Pavilion 3
Shaolong Wei · Qiyu Sun · Mingliang Wang · Liang Sun · Weiping Ding · Jiashuang Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5212
Scaling Behavior of Discrete Diffusion Language Models
In Poster Session 3 Pavilion 4
Dimitri von Rütte · Janis Fluri · Omead Pooladzandi · Bernhard Schölkopf · Thomas Hofmann · Antonio Orvieto
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1601
A cross-species neural foundation model for end-to-end speech decoding
In Poster Session 3 Pavilion 3
Yizi Zhang · Linyang He · Chaofei Fan · Tingkai Liu · Han Yu · Trung Le · Jingyuan Li · Scott Linderman · Lea Duncker · Francis Willett · Nima Mesgarani · Liam Paninski
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1701
PredNext: Explicit Cross-View Temporal Prediction for Unsupervised Learning in Spiking Neural Networks
In Poster Session 3 Pavilion 3
Yiting Dong · Jianhao Ding · Zijie Xu · Tong Bu · Zhaofei Yu · Tiejun Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5214
OmniPortrait: Fine-Grained Personalized Portrait Synthesis via Pivotal Optimization
In Poster Session 3 Pavilion 4
Dongxu Yue · Bo Lin · Yao Tang · Jiajun Liang · Zhihai He · Chun Yuan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1702
Functional MRI Time Series Generation via Wavelet-Based Image Transform and Spectral Flow Matching for Brain Disorder Identification
In Poster Session 3 Pavilion 3
Hwa Hui Tew ⋅ Junn Yong Loo ⋅ Leong Yu ⋅ Julia Lau ⋅ Ding Fan ⋅ Hernando Ombao ⋅ Raphaël Phan ⋅ Chee Tan ⋅ Chee-Ming Ting
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1703
EgoBrain: Synergizing Minds and Eyes For Human Action Understanding
In Poster Session 3 Pavilion 3
Nie Lin · Yansen Wang · Dongqi Han · Wei-Bang Jiang · Jingyuan Li · Ryosuke Furuta · Yoichi Sato · Dongsheng Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5215
Figma2Code: Automating Multimodal Design to Code in the Wild
In Poster Session 3 Pavilion 4
Yi Gui · Jiawan Zhang · Yina Wang · Tianran Ma · Yao Wan · Shilin He · Dongping Chen · Zhou Zhao · Wenbin Jiang · Xuanhua Shi · Hai Jin · Philip Yu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5216
Debiased and Denoised Representation Learning for Incomplete Multi-view Clustering
In Poster Session 3 Pavilion 4
Qianqian Wang · Xurui Liao · Wei Feng · Quanxue Gao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1704
PSDNorm: Temporal Normalization for Deep Learning in Sleep Staging
In Poster Session 3 Pavilion 3
Theo Gnassounou · Antoine Collas · Rémi Flamary · Alexandre Gramfort
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5217
PRO-MOF: Policy Optimization with Universal Atomistic Models for Controllable MOF Generation
In Poster Session 3 Pavilion 4
Zicheng Liu · Ben Fei · Di Huang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1705
Moving Beyond Diffusion: Hierarchy-to-Hierarchy Autoregression for fMRI-to-Image Reconstruction
In Poster Session 3 Pavilion 3
Xu Zhang · Ruijie Quan · Wenguan Wang · Yi Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5218
Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks
In Poster Session 3 Pavilion 4
Xinxi Lyu · Michael Duan · Rulin Shao · Pang Wei Koh · Sewon Min
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1706
Brain-Semantoks: Learning Semantic Tokens of Brain Dynamics with a Self-Distilled Foundation Model
In Poster Session 3 Pavilion 3
Sam Gijsen ⋅ Marc-Andre Schulz ⋅ Kerstin Ritter
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5318
ContextPRM: Leveraging Contextual Coherence for multi-domain Test-Time Scaling
In Poster Session 3 Pavilion 4
Haotian Zhang · Liu Liu · Baosheng Yu · Jiayan Qiu · Likang Xiao · Yanwei Ren · Quan Chen · Xianglong Liu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1707
Seeing Through the Brain: New Insights from Decoding Visual Stimuli with fMRI
In Poster Session 3 Pavilion 3
Zheng Huang · Enpei Zhang · Weikang Qiu · Yinghao Cai · Carl Yang · Elynn Chen · Xiang Zhang · Rex Ying · Dawei Zhou · Yujun Yan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5317
Deep Think with Confidence
In Poster Session 3 Pavilion 4
Yichao Fu · Xuewei Wang · Hao Zhang · Yuandong Tian · Jiawei Zhao
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1708
Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural Networks
In Poster Session 3 Pavilion 3
Mingqing Xiao · Qingyan Meng · Zongpeng Zhang · Di He · Dongsheng Li · Zhouchen Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5316
Joint Optimization for 4D Human-Scene Reconstruction in the Wild
In Poster Session 3 Pavilion 4
Zhizheng Liu ⋅ Joe Lin ⋅ Wayne Wu ⋅ Bolei Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1709
Interact-RAG: Reason and Interact with the Corpus, Beyond Black-Box Retrieval
In Poster Session 3 Pavilion 3
Yulong Hui · Chao Chen · Zhihang Fu · Yihao Liu · Jieping Ye · Huanchen Zhang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1710
Web-CogReasoner: Towards Multimodal Knowledge-Induced Cognitive Reasoning for Web Agents
In Poster Session 3 Pavilion 3
Yuhan Guo ⋅ cong guo ⋅ Aiwen Sun ⋅ Hongliang He ⋅ Xinyu Yang ⋅ Yue Lu ⋅ Yingji Zhang ⋅ Xuntao Guo ⋅ Dong Zhang ⋅ Jianzhuang Liu ⋅ Jiang Duan ⋅ Yijia Xiao ⋅ Liangjian Wen ⋅ Hai-Ming Xu ⋅ Yong Dai
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5314
Quantization-Aware Diffusion Models For Maximum Likelihood Training
In Poster Session 3 Pavilion 4
Shohei Taniguchi · Masahiro Suzuki · Yutaka Matsuo
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1711
NAIPv2: Debiased Pairwise Learning for Efficient Paper Quality Estimation
In Poster Session 3 Pavilion 3
Penghai Zhao · Jinyu Tian · Qinghua Xing · Xin Zhang · Zheng Li · Jianjun Qian · Ming-Ming Cheng · Xiang Li
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1712
HSSBench: Benchmarking Humanities and Social Sciences Ability for Multimodal Large Language Models
In Poster Session 3 Pavilion 3
Zhaolu Kang · Junhao Gong · Jiaxu Yan · Wanke Xia · Yian Wang · Zhuo Cheng · Wenhao Cao · Ziwen Wang · ZhiYuan Feng · Huaxuan Ding · Siqi He · Shannan Yan · Xiaomin He · Junzhe Chen · Chaoya Jiang · Wei Ye · Kaidong Yu · Xuelong Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5313
SynthWorlds: Controlled Parallel Worlds for Disentangling Reasoning and Knowledge in Language Models
In Poster Session 3 Pavilion 4
Ken Gu · Advait Bhat · Mike Merrill · Robert West · Xin Liu · Daniel McDuff · Tim Althoff
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5312
Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs
In Poster Session 3 Pavilion 4
Zhongyang Li · Ziyue Li · Tianyi Zhou
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1713
ProofOptimizer: Training Language Models to Simplify Proofs without Human Demonstrations
In Poster Session 3 Pavilion 3
Alex Gu · Bartosz Piotrowski · Fabian Gloeckle · Kaiyu Yang · Aram Markosyan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5311
QuestA: Expanding Reasoning Capacity in LLMs via Question Augmentation
In Poster Session 3 Pavilion 4
Jiazheng Li · Hongzhou Lin · Hong Lu · Kaiyue Wen · Zaiwen Yang · Jiaxuan Gao · Yi Wu · Jingzhao Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1714
BridgeDrive: Diffusion Bridge Policy for Closed-Loop Trajectory Planning in Autonomous Driving
In Poster Session 3 Pavilion 3
Shu Liu ⋅ Wenlin Chen ⋅ Weihao Li ⋅ Zheng Wang ⋅ Lijin Yang ⋅ Jianing Huang ⋅ YipinZhang ⋅ Zhongzhan Huang ⋅ Ze Cheng ⋅ Hao Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5310
Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency
In Poster Session 3 Pavilion 4
Kaiwen Zheng · Yuji Wang · Qianli Ma · Huayu Chen · Jintao Zhang · Yogesh Balaji · Jianfei Chen · Ming-Yu Liu · Jun Zhu · Qinsheng Zhang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1715
Dual-Scale World Memory for LLM Agents towards Hard-Exploration Problems
In Poster Session 3 Pavilion 3
Minsoo Kim ⋅ seung-won hwang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5309
The Alignment Waltz: Jointly Training Agents to Collaborate for Safety
In Poster Session 3 Pavilion 4
Jingyu (Jack) Zhang · Haozhu Wang · Eric Michael Smith · Sid Wang · Amr Sharaf · Mahesh Pasupuleti · Ben Van Durme · Daniel Khashabi · Jason E Weston · Hongyuan Zhan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1716
When MLLMs Meet Compression Distortion: A Coding Paradigm Tailored to MLLMs
In Poster Session 3 Pavilion 3
Jinming Liu · Zhaoyang Jia · Jiahao Li · Bin Li · Xin Jin · Wenjun Zeng · Yan Lu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1717
More Than What Was Chosen: LLM-based Explainable Recommendation Beyond Noisy User Preferences
In Poster Session 3 Pavilion 3
Chung Park · Hyeongjun Yun · Taesan Kim · Junui Hong · Dongjoon Hong · Mira Myong · Jihoon Oh · MinCheol Cho · Kijung Park · Min Choi · Jihwan Seok · Jaegul Choo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5307
Diffusion Transformers with Representation Autoencoders
In Poster Session 3 Pavilion 4
Boyang Zheng · Nanye Ma · Shengbang Tong · Saining Xie
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1718
Evaluating Text Creativity across Diverse Domains: a Dataset and Large Language Model Evaluator
In Poster Session 3 Pavilion 3
Qian Cao · Xiting Wang · Yuzhuo Yuan · Yahui Liu · Fang Luo · Ruihua Song
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5306
Spatial Mental Modeling from Limited Views
In Poster Session 3 Pavilion 4
Qineng Wang ⋅ Baiqiao Yin ⋅ Pingyue Zhang ⋅ Jianshu Zhang ⋅ Kangrui Wang ⋅ Zihan Wang ⋅ Jieyu Zhang ⋅ Keshigeyan Chandrasegaran ⋅ Han Liu ⋅ Ranjay Krishna ⋅ Saining Xie ⋅ Jiajun Wu ⋅ Li Fei-Fei ⋅ Manling Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1719
Comparing AI Agents to Cybersecurity Professionals in Real-World Penetration Testing
In Poster Session 3 Pavilion 3
Justin Lin · Eliot Jones · Donovan Jasper · Ethan Ho · Anna Wu · Arnold Yang · Neil Perry · Andy Zou · Matt Fredrikson · Zico Kolter · Percy Liang · Dan Boneh · Daniel Ho
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1720
Sci2Pol: Evaluating and Fine-tuning LLMs on Scientific-to-Policy Brief Generation
In Poster Session 3 Pavilion 3
Weimin Wu ⋅ Alexander Furnas ⋅ Eddie Yang ⋅ Gefei Liu ⋅ Akhil Pandey Akella ⋅ Xuefeng Song ⋅ Dashun Wang ⋅ Han Liu
[ Slides]  [ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5304
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning
In Poster Session 3 Pavilion 4
Manu Gaur · Darshan Singh S · Makarand Tapaswi
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1721
Music Flamingo: Scaling Music Understanding in Audio Language Models
In Poster Session 3 Pavilion 3
Sreyan Ghosh · Arushi Goel · Lasha Koroshinadze · Sang-gil Lee · Zhifeng Kong · Joao Santos · Ramani Duraiswami · Dinesh Manocha · Wei Ping · Mohammad Shoeybi · Bryan Catanzaro
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1723
SyncTrack: Rhythmic Stability and Synchronization in Multi-Track Music Generation
In Poster Session 3 Pavilion 3
Hongrui Wang · Fan Zhang · Zhiyuan Yu · Ziya Zhou · Xi Chen · Can Yang · Yang Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1724
HEAPr: Hessian-based Efficient Atomic Expert Pruning in Output Space
In Poster Session 3 Pavilion 3
Ke Li · Zheng Yang · Zhongbin Zhou · Xuefeng · Zhonglin Jiang · Wenxiao Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1824
Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction
In Poster Session 3 Pavilion 3
Yusong Wu ⋅ Stephen Brade ⋅ Teng Ma ⋅ Tia-Jane Fowler ⋅ Enning Yang ⋅ Berker Banar ⋅ Aaron Courville ⋅ Natasha Jaques ⋅ Anna Huang
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1823
USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning Capabilities of LLMs as Urban Agents
In Poster Session 3 Pavilion 3
Siqi Lai ⋅ Yansong Ning ⋅ Zirui Yuan ⋅ Zhixi Chen ⋅ Hao Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1822
Aria: an Agent for Retrieval and Iterative Auto-Formalization via Dependency Graph
In Poster Session 3 Pavilion 3
Wang Hanyu ⋅ Ruohan Xie ⋅ Wang Yutong ⋅ Guoxiong Gao ⋅ XintaoYu ⋅ Bin Dong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1821
Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning
In Poster Session 3 Pavilion 3
Xingrui Zhuo · Jiapu Wang · Gongqing Wu · Zhongyuan Wang · Jichen Zhang · Shirui Pan · Xindong Wu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1820
LAMDA: A Longitudinal Android Malware Benchmark for Concept Drift Analysis
In Poster Session 3 Pavilion 3
Md Ahsanul Haque ⋅ Ismail Hossain ⋅ Mahmuduzzaman Kamol ⋅ Jahangir Alam ⋅ Suresh Kumar Amalapuram ⋅ Sajedul Talukder ⋅ Mohammad Saidur Rahman
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1819
floq: Training Critics via Flow-Matching for Scaling Compute in Value-Based RL
In Poster Session 3 Pavilion 3
Bhavya Agrawalla · Michal Nauman · Khush Agrawal · Aviral Kumar
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1818
Adaptive Test-Time Training for Predicting Need for Invasive Mechanical Ventilation in Multi-Center Cohorts
In Poster Session 3 Pavilion 3
Xiaolei Lu ⋅ Shamim Nemati
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1817
AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?
In Poster Session 3 Pavilion 3
Guibin Zhang · Junhao Wang · Junjie Chen · Wangchunshu Zhou · Kun Wang · Shuicheng YAN
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1816
From Language to Locomotion: Retargeting-free Humanoid Control via Motion Latent Guidance
In Poster Session 3 Pavilion 3
Zhe Li · Yangyang Wei · Boan Zhu · Yibo Peng · Tao Huang · Pengwei Wang · Zhongyuan Wang · Cheng Chi · Chang Xu · Shanghang Zhang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1815
An Ensemble Framework for Unbiased Language Model Watermarking
In Poster Session 3 Pavilion 3
Yihan Wu · Ruibo Chen · Georgios Milis · Heng Huang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1814
Pushing Test-Time Scaling Limits of Deep Search with Asymmetric Verification
In Poster Session 3 Pavilion 3
Weihao Zeng · Keqing He · Chuqiao Kuang · Xiaoguang Li · Junxian He
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1813
YuE: Scaling Open Foundation Models for Long-Form Music Generation
In Poster Session 3 Pavilion 3
Ruibin Yuan · Hanfeng Lin · Shuyue Guo · Ge Zhang · Jiahao Pan · Yongyi Zang · Haohe Liu · Yiming Liang · Wenye Ma · Xingjian Du · Xeron Du · Zhen Ye · Tianyu Zheng · Zhengxuan Jiang · Yinghao MA · Minghao Liu · Zeyue Tian · Ziya Zhou · Liumeng Xue · Xingwei Qu · Yizhi Li · Shangda Wu · Tianhao Shen · Ziyang Ma · Jun Zhan · Chunhui Wang · Yatian Wang · Xiaowei Chi · Xinyue Zhang · Zhenzhu Yang · XiangzhouWang · Shansong Liu · Lingrui Mei · Peng Li · JUNJIE WANG · Jianwei Yu · Guojian Pang · Xu Li · Zihao Wang · Xiaohuan Zhou · Lijun Yu · Emmanouil Benetos · Yong Chen · Chenghua Lin · Xie Chen · Gus Xia · Zhaoxiang Zhang · Chao Zhang · Wenhu Chen · Xinyu Zhou · Xipeng Qiu · Roger Dannenberg · JIAHENG LIU · Jian Yang · Wenhao Huang · Wei Xue · Xu Tan · Yike Guo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1812
GT-Space: Enhancing Heterogeneous Collaborative Perception with Ground Truth Feature Space
In Poster Session 3 Pavilion 3
Wentao Wang · Haoran Xu · Guang Tan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1811
Variational Reasoning for Language Models
In Poster Session 3 Pavilion 3
Xiangxin Zhou · Zichen Liu · Haonan Wang · Chao Du · Min Lin · Chongxuan Li · Liang Wang · Tianyu Pang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1810
Astraea: A Token-wise Acceleration Framework for Video Diffusion Transformers
In Poster Session 3 Pavilion 3
Haosong Liu · Yuge Cheng · Wenxuan Miao · Zihan Liu · Aiyue Chen · Jing Lin · Yiwu Yao · Chen Chen · Jingwen Leng · Minyi Guo · Yu Feng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1809
Globally aware optimization with resurgence
In Poster Session 3 Pavilion 3
Wei Bu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1808
Product of Experts for Visual Generation
In Poster Session 3 Pavilion 3
Yunzhi Zhang · Carson Murtuza-Lanier · Zizhang Li · Yilun Du · Jiajun Wu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1807
Gauge-invariant representation holonomy
In Poster Session 3 Pavilion 3
Vasileios Sevetlidis ⋅ George Pavlidis
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1806
Zebra-CoT: A Dataset for Interleaved Vision-Language Reasoning
In Poster Session 3 Pavilion 3
Ang Li · Charles L. Wang · Deqing Fu · Kaiyu Yue · Zikui Cai · Wang Zhu · Ollie Liu · Peng Guo · Willie Neiswanger · Furong Huang · Tom Goldstein · Micah Goldblum
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1805
Distillation of Large Language Models via Concrete Score Matching
In Poster Session 3 Pavilion 3
Yeongmin Kim · Donghyeok Shin · Mina Kang · Byeonghu Na · Il-chul Moon
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1804
PairFlow: Closed-Form Source-Target Coupling for Few-Step Generation in Discrete Flow Models
In Poster Session 3 Pavilion 3
Mingue Park · Jisung Hwang · Seungwoo Yoo · Kyeongmin Yeo · Minhyuk Sung
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1803
Speculative Speculative Decoding
In Poster Session 3 Pavilion 3
Tanishq Kumar · Tri Dao · Avner May
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1802
OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning
In Poster Session 3 Pavilion 3
Mingxin Huang · Yongxin Shi · Dezhi Peng · Songxuan Lai · Zecheng Xie · Lianwen Jin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1801
GraphPlanner: Graph Memory-Augmented Agentic Routing for Multi-Agent LLMs
In Poster Session 3 Pavilion 3
Tao Feng · Haozhen Zhang · Zijie Lei · Peixuan Han · Jiaxuan You
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1901
Instance-wise Adaptive Scheduling via Derivative-Free Meta-Learning
In Poster Session 3 Pavilion 3
Hefang Qing · Miao Zhang · Yaoxin Wu · Weinan Huang · Jianhao Yang · Wen Song · Gang Wang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1902
Sharp asymptotic theory for Q-learning with \texttt{LD2Z} learning rate and its generalization
In Poster Session 3 Pavilion 3
Soham Bonnerjee · Zhipeng Lou · Wei Biao Wu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1903
PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs
In Poster Session 3 Pavilion 3
Tengxuan Liu · Shiyao Li · Jiayi Yang · Tianchen Zhao · Feng Zhou · Xiaohui Song · Guohao Dai · Shengen Yan · Huazhong Yang · Yu Wang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1905
Trion: FFT-based Dynamic Subspace Selection for Low-Rank Adaptive Optimization of LLMs
In Poster Session 3 Pavilion 3
Ionut-Vlad Modoranu · Mher Safaryan · Erik Schultheis · Max Ryabinin · Artem Chumachenko · Dan Alistarh
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1906
Distilling the Thought, Watermarking the Answer: A Principle Semantic Guided Watermark for Reasoning Large Language Models
In Poster Session 3 Pavilion 3
Shuliang Liu · Xingyu Li · Hongyi Liu · Dong Fang · Bingchen Duan · Zheng Qi · Lingfeng Su · Xuming Hu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1907
Self-Improving Loops for Visual Robotic Planning
In Poster Session 3 Pavilion 3
Calvin Luo ⋅ Zilai Zeng ⋅ Mingxi Jia ⋅ Yilun Du ⋅ Chen Sun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1908
Positional Encoding Field
In Poster Session 3 Pavilion 3
Yunpeng Bai ⋅ Haoxiang Li ⋅ Qixing Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1909
ZeroGR: A Generalizable and Scalable Framework for Zero-Shot Generative Retrieval
In Poster Session 3 Pavilion 3
Weiwei Sun · Keyi Kong · xinyu ma · Shuaiqiang Wang · Dawei Yin · Maarten de Rijke · Zhaochun Ren · Yiming Yang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1911
Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated Sampling
In Poster Session 3 Pavilion 3
Kyungmin Lee · Sihyun Yu · Jinwoo Shin
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1912
Uncertainty as Feature Gaps: Epistemic Uncertainty Quantification of LLMs in Contextual Question-Answering
In Poster Session 3 Pavilion 3
Yavuz Faruk Bakman · Sungmin Kang · Zhiqi Huang · Duygu Nur Yaldiz · Catarina Belém · Chenyang Zhu · Anoop Kumar · Alfy Samuel · Daben Liu · Salman Avestimehr · Sai Karimireddy
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1913
Enhancing Visual Token Representations for Video Large Language Models via Training-free Spatial-Temporal Pooling and Gridding
In Poster Session 3 Pavilion 3
Bingjun Luo · Tony Wang · Hanqi Chen · Xinpeng Ding
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1914
VaseVQA-3D: Benchmarking 3D VLMs on Ancient Greek Pottery
In Poster Session 3 Pavilion 3
Nonghai Zhang · Zeyu Zhang · Jiazi Wang · Yang Zhao · Hao Tang
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1915
Reducing Class-Wise Performance Disparity via Margin Regularization
In Poster Session 3 Pavilion 3
Beier Zhu · Kesen Zhao · Jiequan Cui · Qianru Sun · Yuan Zhou · Xun Yang · Hanwang Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1916
DeepCompress: A Dual Reward Strategy for Dynamically Exploring and Compressing Reasoning Chains
In Poster Session 3 Pavilion 3
Tian Liang · Wenxiang Jiao · Zhiwei He · Jiahao Xu · Haitao Mi · Dong Yu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1917
Language Confusion Gate: Language-Aware Decoding Through Model Self-Distillation
In Poster Session 3 Pavilion 3
Collin Zhang ⋅ Fei Huang ⋅ Chenhan Yuan ⋅ Junyang Lin
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1918
Empowering Multi-Robot Cooperation via Sequential World Models
In Poster Session 3 Pavilion 3
Zijie Zhao · Honglei Guo · Shengqian Chen · Kaixuan Xu · Bo Jiang · Yuanheng Zhu · Dongbin Zhao
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1919
YoNoSplat: You Only Need One Model for Feedforward 3D Gaussian Splatting
In Poster Session 3 Pavilion 3
Botao Ye · Boqi Chen · Haofei Xu · Daniel Barath · Marc Pollefeys
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1920
Distributional Machine Unlearning via Selective Data Removal
In Poster Session 3 Pavilion 3
Youssef Allouah · Rachid Guerraoui · Sanmi Koyejo
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3016
Distributed Algorithms for Euclidean Clustering
In Poster Session 3 Pavilion 4
Vincent Cohen-Addad ⋅ Liudeng Wang ⋅ David Woodruff ⋅ Samson Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1921
Teach2Eval: An Interaction-Driven LLMs Evaluation Method via Teaching Effectiveness
In Poster Session 3 Pavilion 3
Yuhang Zhou · Xutian Chen · Yixin Cao · Yuchen Ni · Yu He · Siyu Tian · Xiang Liu · Yunwen Chen · Guangnan Ye · Xipeng Qiu · Hongfeng Chai
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1922
PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework
In Poster Session 3 Pavilion 3
Sixiang Chen · Jianyu Lai · Jialin Gao · Tian Ye · Haoyu Chen · Hengyu Shi · Shitong Shao · Yunlong Lin · Song Fei · Zhaohu Xing · Yeying Jin · Junfeng Luo · Xiaoming Wei · Lei Zhu
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1923
Beyond Speedup - Utilizing KV Cache for Sampling and Reasoning
In Poster Session 3 Pavilion 3
Zeyu XING · Xing Li · Huiling Zhen · Mingxuan Yuan · Sinno Jialin Pan
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1924
Conditionally Whitened Generative Models for Probabilistic Time Series Forecasting
In Poster Session 3 Pavilion 3
Yanfeng Yang ⋅ Siwei Chen ⋅ Pingping Hu ⋅ Zhaotong Shen ⋅ Yingjie Zhang ⋅ Zhuoran Sun ⋅ Shuai Li ⋅ Ziqi Chen ⋅ Kenji Fukumizu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2023
WorldEdit: Towards Open-World Image Editing with a Knowledge-Informed Benchmark
In Poster Session 3 Pavilion 3
Wang Lin · Feng Wang · Majun Zhang · Wentao Hu · Tao Jin · Zhou Zhao · Fei Wu · Jingyuan Chen · Sucheng Ren · Alan Yuille
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2022
Multiple Token Divergence: Measuring and Steering In-Context Computation Density
In Poster Session 3 Pavilion 3
Vincent Herrmann · Eric Alcaide · Michael Wand · Jürgen Schmidhuber
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2021
Robustness in Text-Attributed Graph Learning: Insights, Trade-offs, and New Defenses
In Poster Session 3 Pavilion 3
Runlin Lei ⋅ Lu Yi ⋅ Mingguo He ⋅ Pengyu Qiu ⋅ Zhewei Wei ⋅ Yongchao Liu ⋅ Chuntao Hong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2020
ReLi3D: Relightable Multi-view 3D Reconstruction with Disentangled Illumination
In Poster Session 3 Pavilion 3
Jan-Niklas Dihlmann ⋅ Mark Boss ⋅ Simon Donné ⋅ Andreas Engelhardt ⋅ Hendrik Lensch ⋅ Varun Jampani
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2019
NAB: Neural Adaptive Binning for Sparse-View CT reconstruction
In Poster Session 3 Pavilion 3
Wangduo Xie ⋅ Matthew Blaschko
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2018
GIT-BO: High-Dimensional Bayesian Optimization with Tabular Foundation Models
In Poster Session 3 Pavilion 3
Rosen Yu · Cyril Picard · Faez Ahmed
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2017
GenSR: Symbolic regression based on equation generative space
In Poster Session 3 Pavilion 3
Qian Li · Yuxiao Hu · Juncheng Liu · Yuntian Chen
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2016
Unleashing Guidance Without Classifiers for Human-Object Interaction Animation
In Poster Session 3 Pavilion 3
Ziyin Wang ⋅ Sirui Xu ⋅ chuan guo ⋅ Bing Zhou ⋅ Jiangshan Gong ⋅ Jian Wang ⋅ Yu-Xiong Wang ⋅ Liang-Yan Gui
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2015
DanceTogether: Generating Interactive Multi-Person Video without Identity Drifting
In Poster Session 3 Pavilion 3
Junhao Chen · Mingjin Chen · Jianjin Xu · Xiang Li · Junting Dong · Mingze Sun · puhua jiang · Hongxiang Li · Yuhang Yang · Hao Zhao · Xiao-Xiao Long · Ruqi Huang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2014
Debiased Front-Door Learners for Heterogeneous Effects
In Poster Session 3 Pavilion 3
Yonghan Jung
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2013
Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
In Poster Session 3 Pavilion 3
Zhiwei Zhang · Xiaomin Li · Yudi Lin · Hui Liu · Ramraj Chandradevan · Linlin Wu · Minhua Lin · Fali Wang · Xianfeng Tang · Qi He · Suhang Wang
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2024
Machine Unlearning under Retain–Forget Entanglement
In Poster Session 3 Pavilion 3
JINGPU CHENG ⋅ Ping Liu ⋅ Qianxiao Li ⋅ CHI ZHANG
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2012
Do 3D Large Language Models Really Understand 3D Spatial Relationships?
In Poster Session 3 Pavilion 3
Xianzheng Ma ⋅ Tao Sun ⋅ Shuai Chen ⋅ Yash Bhalgat ⋅ Jindong Gu ⋅ Angel Chang ⋅ Iro Armeni ⋅ Iro Laina ⋅ Songyou Peng ⋅ Victor Prisacariu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2011
The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs
In Poster Session 3 Pavilion 3
Akshit Sinha · Arvindh Arun · Shashwat Goel · Steffen Staab · Jonas Geiping
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2010
Graph-of-Agents: A Graph-based Framework for Multi-Agent LLM Collaboration
In Poster Session 3 Pavilion 3
Sukwon Yun · Jie Peng · Pingzhi Li · Wendong Fan · Jie Chen · James Y Zou · Guohao Li · Tianlong Chen
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2009
LH-DECEPTION: Simulating and Understanding LLM Deceptive Behaviors in Long-Horizon Interactions
In Poster Session 3 Pavilion 3
Yang Xu ⋅ Xuanming Zhang ⋅ Min-Hsuan Yeh ⋅ Jwala Dhamala ⋅ Ousmane Dia ⋅ Rahul Gupta ⋅ Yixuan Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2008
Multi-agent Coordination via Flow Matching
In Poster Session 3 Pavilion 3
Dongsu Lee · Daehee Lee · Amy Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2007
MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task
In Poster Session 3 Pavilion 3
Yuchen Yan ⋅ Yongliang Shen ⋅ Yang Liu ⋅ Jin Jiang ⋅ Xin Xu ⋅ Mengdi Zhang ⋅ Jian Shao ⋅ Yueting Zhuang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2006
Benefits and Limitations of Communication in Multi-Agent Reasoning
In Poster Session 3 Pavilion 3
Michael Rizvi-Martel · Satwik Bhattamishra · Neil Rathi · Guillaume Rabusseau · Michael Hahn
[ OpenReview] 
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2005
Hybrid Reinforcement: when reward is sparse, better to be dense
In Poster Session 3 Pavilion 3
Leitian Tao · Ilia Kulikov · Swarnadeep Saha · Tianlu Wang · Jing Xu · Yixuan Li · Jason E Weston · Ping Yu
[ OpenReview] 
Blog Track Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2004
AI Fundamentals: Valuing AI Agents & Data Assets
In Poster Session 3 Pavilion 3
Qingyun Sun ⋅ Zhenheng Tang ⋅ Huacan Wang
[ OpenReview] 
Oral Session
Fri Apr 24 06:30 AM -- 08:00 AM (PDT) @ Amphitheater None
Oral Session 3A Agents
Oral Session
Fri Apr 24 06:30 AM -- 08:00 AM (PDT) @ 201 A/B None
Oral Session 3B Image generation
Oral Session
Fri Apr 24 06:30 AM -- 08:00 AM (PDT) @ 202 A/B None
Oral Session 3C ML architectures and training I
Oral Session
Fri Apr 24 06:30 AM -- 08:00 AM (PDT) @ 203 A/B None
Oral Session 3D Vision language models II
Oral Session
Fri Apr 24 06:30 AM -- 08:00 AM (PDT) @ 204 A/B None
Oral Session 3E Learning dynamics and optimization II
Oral Session
Fri Apr 24 06:30 AM -- 08:00 AM (PDT) @ 201 C None
Oral Session 3F AI for Science I
Poster Session
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 None
Poster Session 3 Pavilion 3
Poster Session
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 None
Poster Session 3 Pavilion 4
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) @ 202 A/B None
WSM: Decay-Free Learning Rate Schedule via Checkpoint Merging for LLM Pre-training
In Oral Session 3C
Changxin Tian · Jiapeng Wang · Qian Zhao · Kunlong Chen · Jia Liu · Ziqi Liu · Jiaxin Mao · Xin Zhao · Zhiqiang Zhang · JUN ZHOU
[ OpenReview] 
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) @ 201 A/B None
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
In Oral Session 3B
Junsong Chen · Yuyang Zhao · Jincheng YU · Ruihang Chu · Junyu Chen · Shuai Yang · Xianbang Wang · Yicheng Pan · Zhou Daquan · Huan Ling · Haozhe Liu · Hongwei Yi · Hao Zhang · Muyang Li · Yukang Chen · Han Cai · Sanja Fidler · Ping Luo · Song Han · Enze Xie
[ OpenReview] 
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) @ Amphitheater None
Shoot First, Ask Questions Later? Building Rational Agents that Explore and Act Like People
In Oral Session 3A Agents
Gabriel Grand ⋅ Valerio Pepe ⋅ Joshua B Tenenbaum ⋅ Jacob Andreas
[ OpenReview] 
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) @ 204 A/B None
Temporal superposition and feature geometry of RNNs under memory demands
In Oral Session 3E Learning dynamics and optimization II
Pratyaksh Sharma ⋅ Alexandra M Proca ⋅ Lucas Prieto ⋅ Pedro Mediano
[ OpenReview] 
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) @ 203 A/B None
Generative Universal Verifier as Multimodal Meta-Reasoner
In Oral Session 3D
Xinchen Zhang · Xiaoying Zhang · Youbin Wu · Yanbin Cao · Renrui Zhang · Ruihang Chu · Ling Yang · Yujiu Yang · Guang Shi
[ OpenReview] 
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) @ 201 C None
Exploring Synthesizable Chemical Space with Iterative Pathway Refinements
In Oral Session 3F AI for Science I
Seul Lee ⋅ Karsten Kreis ⋅ Srimukh Veccham ⋅ Meng Liu ⋅ Danny Reidenbach ⋅ Saee Paliwal ⋅ Weili Nie ⋅ Arash Vahdat
[ OpenReview] 
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) @ 203 A/B None
Visual Planning: Let's Think Only with Images
In Oral Session 3D Vision language models II
Yi Xu ⋅ Chengzu Li ⋅ Han Zhou ⋅ Xingchen Wan ⋅ Caiqi Zhang ⋅ Anna Korhonen ⋅ Ivan Vulić
[ OpenReview] 
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) @ 201 A/B None
Partition Generative Modeling: Masked Modeling Without Masks
In Oral Session 3B
Justin Deschenaux · Lan Tran · Caglar Gulcehre
[ OpenReview] 
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) @ Amphitheater None
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
In Oral Session 3A Agents
Zhuofeng Li ⋅ Haoxiang Zhang ⋅ Seungju Han ⋅ Sheng Liu ⋅ Jianwen Xie ⋅ Yu Zhang ⋅ Yejin Choi ⋅ James Y Zou ⋅ Pan Lu
[ OpenReview] 
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) @ 202 A/B None
Optimal Sparsity of Mixture-of-Experts Language Models for Reasoning Tasks
In Oral Session 3C ML architectures and training I
Taishi Nakamura ⋅ Satoki Ishikawa ⋅ Masaki Kawamura ⋅ Okamoto ⋅ Daisuke Nohara ⋅ Jun Suzuki ⋅ Rio Yokota
[ OpenReview] 
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) @ 204 A/B None
Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime
In Oral Session 3E
Leonardo Defilippis · Yizhou Xu · Julius Girardin · Vittorio Erba · Emanuele Troiani · Lenka Zdeborova · Bruno Loureiro · Florent Krzakala
[ OpenReview] 
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) @ 201 C None
mCLM: A Modular Chemical Language Model that Generates Functional and Makeable Molecules
In Oral Session 3F AI for Science I
Carl Edwards ⋅ Chi Han ⋅ Gawon Lee ⋅ Thao Nguyen ⋅ Sara Szymkuć ⋅ Chetan Prasad ⋅ Bowen Jin ⋅ Jiawei Han ⋅ Ying Diao ⋅ Ge Liu ⋅ Hao Peng ⋅ Bartosz Grzybowski ⋅ Martin Burke ⋅ Heng Ji
[ OpenReview] 
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) @ 204 A/B None
Efficient Resource-Constrained Training of Transformers via Subspace Optimization
In Oral Session 3E
Le-Trung Nguyen · Enzo Tartaglione · Van-Tam Nguyen
[ OpenReview] 
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) @ 202 A/B None
How Learning Rate Decay Wastes Your Best Data in Curriculum-Based LLM Pretraining
In Oral Session 3C
Kairong Luo · Zhenbo Sun · Haodong Wen · Xinyu Shi · Jiarui Cui · Chenyi Dang · Kaifeng Lyu · Wenguang Chen
[ OpenReview] 
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) @ 203 A/B None
MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains
In Oral Session 3D
Xuying Ning · Dongqi Fu · Tianxin Wei · Mengting Ai · Jiaru Zou · Ting-Wei Li · Hanghang Tong · Yada Zhu · Hendrik Hamann · Jingrui He
[ OpenReview] 
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) @ Amphitheater None
Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments
In Oral Session 3A Agents
Romain Froger ⋅ Pierre Andrews ⋅ Matteo Bettini ⋅ Amar Budhiraja ⋅ Ricardo Cabral ⋅ Virginie Do ⋅ Emilien Garreau ⋅ Jean-Baptiste Gaya ⋅ Hugo Laurençon ⋅ Maxime Lecanu ⋅ Kunal Malkan ⋅ Dheeraj Mekala ⋅ Pierre Ménard ⋅ Gerard Bertran ⋅ Ulyana Piterbarg ⋅ Mikhail Plekhanov ⋅ Mathieu Rita ⋅ Andrey Rusakov ⋅ Vladislav Vorotilov ⋅ Mengjuew Wang ⋅ Ian Yu ⋅ Amine Benhalloum ⋅ Grégoire Mialon ⋅ Thomas Scialom
[ Slides]  [ OpenReview] 
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) @ 201 A/B None
NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale
In Oral Session 3B
chunrui han · Guopeng Li · Jingwei Wu · Quan Sun · Yan Cai · Yuang Peng · Zheng Ge · Deyu Zhou · Haomiao Tang · Hongyu Zhou · Kenkun Liu · Shu-Tao Xia · Binxing Jiao · Daxin Jiang · Xiangyu Zhang · Yibo Zhu
[ OpenReview] 
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) @ 201 C None
It's All Just Vectorization: einx, a Universal Notation for Tensor Operations
In Oral Session 3F AI for Science I
Florian Fervers ⋅ Sebastian Bullinger ⋅ Christoph Bodensteiner ⋅ Michael Arens
[ Slides]  [ OpenReview] 
Oral
Fri Apr 24 07:18 AM -- 07:28 AM (PDT) @ Amphitheater None
AgentGym-RL: An Open-Source Framework to Train LLM Agents for Long-Horizon Decision Making via Multi-Turn RL
In Oral Session 3A Agents
Zhiheng Xi ⋅ Jixuan Huang ⋅ Chenyang Liao ⋅ Baodai Huang ⋅ Jiaqi Liu ⋅ Honglin Guo ⋅ yajie yang ⋅ Rui Zheng ⋅ Junjie Ye ⋅ Jiazheng Zhang ⋅ Wenxiang Chen ⋅ Wei He ⋅ Yiwen Ding ⋅ Guanyu Li ⋅ Zehui Chen ⋅ Zhengyin Du ⋅ Xuesong Yao ⋅ Yufei Xu ⋅ Jiecao Chen ⋅ Tao Gui ⋅ Zuxuan Wu ⋅ Qi Zhang ⋅ Xuanjing Huang ⋅ Yu-Gang Jiang
[ Slides]  [ OpenReview] 
Oral
Fri Apr 24 07:18 AM -- 07:28 AM (PDT) @ 202 A/B None
In-Place Test-Time Training
In Oral Session 3C
Guhao Feng · Shengjie Luo · Kai Hua · Ge Zhang · Wenhao Huang · Di He · Tianle Cai
[ OpenReview] 
Oral
Fri Apr 24 07:18 AM -- 07:28 AM (PDT) @ 203 A/B None
Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences
In Oral Session 3D Vision language models II
Zhuoran Jin ⋅ Hongbang Yuan ⋅ Kejian Zhu ⋅ Jiachun Li ⋅ Pengfei Cao ⋅ Yubo Chen ⋅ Kang Liu ⋅ Jun Zhao
[ OpenReview] 
Oral
Fri Apr 24 07:18 AM -- 07:28 AM (PDT) @ 204 A/B None
Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention
In Oral Session 3E
Haiquan Qiu · Quanming Yao
[ OpenReview] 
Oral
Fri Apr 24 07:18 AM -- 07:28 AM (PDT) @ 201 A/B None
TTSDS2: Resources and Benchmark for Evaluating Human-Quality Text to Speech Systems
In Oral Session 3B Image generation
Christoph Minixhofer ⋅ Ondrej Klejch ⋅ Peter Bell
[ OpenReview] 
Oral
Fri Apr 24 07:18 AM -- 07:28 AM (PDT) @ 201 C None
Exploratory Causal Inference in SAEnce
In Oral Session 3F AI for Science I
Tommaso Mencattini ⋅ Riccardo Cadei ⋅ Francesco Locatello
[ OpenReview] 
Oral
Fri Apr 24 07:30 AM -- 07:40 AM (PDT) @ 202 A/B None
Softmax Transformers are Turing-Complete
In Oral Session 3C ML architectures and training I
Hongjian Jiang ⋅ Michael Hahn ⋅ Georg Zetzsche ⋅ Anthony W. Lin
[ OpenReview] 
Oral
Fri Apr 24 07:30 AM -- 07:40 AM (PDT) @ Amphitheater None
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
In Oral Session 3A Agents
Lakshya A Agrawal ⋅ Shangyin Tan ⋅ Dilara Soylu ⋅ Noah Ziems ⋅ Rishi Khare ⋅ Krista Opsahl-Ong ⋅ Arnav Singhvi ⋅ Herumb Shandilya ⋅ Michael J Ryan ⋅ Meng Jiang ⋅ Christopher Potts ⋅ Koushik Sen ⋅ Alex Dimakis ⋅ Ion Stoica ⋅ Dan Klein ⋅ Matei Zaharia ⋅ Omar Khattab
[ OpenReview] 
Oral
Fri Apr 24 07:30 AM -- 07:40 AM (PDT) @ 204 A/B None
HATSolver: Learning Gröbner Bases with Hierarchical Attention Transformers
In Oral Session 3E Learning dynamics and optimization II
Mohamed Malhou ⋅ Ludovic Perret ⋅ Kristin Lauter
[ OpenReview] 
Oral
Fri Apr 24 07:30 AM -- 07:40 AM (PDT) @ 201 A/B None
VibeVoice: Expressive Podcast Generation with Next-Token Diffusion
In Oral Session 3B
Zhiliang Peng · Jianwei Yu · Wenhui Wang · Yaoyao Chang · Yutao Sun · Li Dong · Yi Zhu · Weijiang Xu · Hangbo Bao · Zehua Wang · Shaohan Huang · Yan Xia · Furu Wei
[ OpenReview] 
Oral
Fri Apr 24 07:42 AM -- 07:52 AM (PDT) @ 202 A/B None
Pre-training under infinite compute
In Oral Session 3C ML architectures and training I
Konwoo Kim ⋅ Suhas Kotha ⋅ Percy Liang ⋅ Tatsunori Hashimoto
[ OpenReview] 
Oral
Fri Apr 24 07:42 AM -- 07:52 AM (PDT) @ 201 A/B None
UALM: Unified Audio Language Model for Understanding, Generation and Reasoning
In Oral Session 3B Image generation
Jinchuan Tian ⋅ Sang-gil Lee ⋅ Zhifeng Kong ⋅ Sreyan Ghosh ⋅ Arushi Goel ⋅ Chao-Han Huck Yang ⋅ Wenliang Dai ⋅ Zihan Liu ⋅ Hanrong Ye ⋅ Shinji Watanabe ⋅ Mohammad Shoeybi ⋅ Bryan Catanzaro ⋅ Rafael Valle ⋅ Wei Ping
[ OpenReview] 
Oral
Fri Apr 24 07:42 AM -- 07:52 AM (PDT) @ Amphitheater None
Speculative Actions: A Lossless Framework for Faster AI Agents
In Oral Session 3A Agents
Naimeng Ye ⋅ Arnav Ahuja ⋅ Georgios Liargkovas ⋅ Yunan Lu ⋅ Kostis Kaffes ⋅ Tianyi Peng
[ OpenReview] 
Lunch - for purchase - variety of food stalls
Fri Apr 24 08:00 AM -- 10:00 AM (PDT) @ Outdoor Courtyard None
Lunch
Expo Talk Panel
Fri Apr 24 08:00 AM -- 09:00 AM (PDT) @ 204 C None
Amazon: SOP Bench: Complex Industrial SOPs for Evaluating LLM Agents
Udita Patel
Expo Talk Panel
Fri Apr 24 08:00 AM -- 09:00 AM (PDT) @ 205 None
Nubank: From LLMs to Financial Inclusion: Efficient LLM Training and Scaling AI Agents for 131 Million Lives
Hiroto Udagawa ⋅ Rafael Celente
Mentorship
Fri Apr 24 08:00 AM -- 08:45 AM (PDT) @ 206 None
Mentorship Session
Evan Shelhamer ⋅ Yuntian Deng
Expo Talk Panel
Fri Apr 24 08:45 AM -- 09:45 AM (PDT) @ 202C None
Scale AI: New Frontier of AI: Eval, RL, and What's Next
Expo Talk Panel
Fri Apr 24 08:45 AM -- 09:45 AM (PDT) @ 201C None
Turing: A Framework for Evaluating Agents on Stateful, Multi-Step Real-World Workflows
Mentorship
Fri Apr 24 09:15 AM -- 09:45 AM (PDT) @ 206 None
Mentorship Session
Evan Shelhamer ⋅ Yuntian Deng
Invited Talk
Fri Apr 24 09:45 AM -- 10:45 AM (PDT) @ Amphitheater None
Images of the Hidden Universe
Katherine Bouman
Break
Fri Apr 24 10:45 AM -- 11:15 AM (PDT) @ Pavilion 4 None
Break
Oral
Fri Apr 24 11:15 AM -- 11:25 AM (PDT) @ 202 A/B None
Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training
In Oral Session 4C
Junlin Han · Shengbang Tong · David Fan · Yufan Ren · Koustuv Sinha · Philip Torr · Filippos Kokkinos
[ OpenReview] 
Oral
Fri Apr 24 11:15 AM -- 11:25 AM (PDT) @ 204 A/B None
OpenThoughts: Data Recipes for Reasoning Models
In Oral Session 4E
Etash Guha · Ryan Marten · Sedrick Keh · Negin Raoof · Georgios Smyrnis · Hritik Bansal · Marianna Nezhurina · Jean Mercat · Trung Vu · Zayne Sprague · Ashima Suvarna · Benjamin Feuer · Leon Liangyu Chen · Zaid Khan · Eric Frankel · Sachin Grover · Caroline Choi · Niklas Muennighoff · Shiye Su · Wanjia Zhao · John Yang · Shreyas Pimpalgaonkar · Kartik sharma · Charlie Ji · Yichuan Deng · Sarah Pratt · Vivek Ramanujan · Jon Saad-Falcon · Stutee Acharya · Jeffrey Li · Achal Dave · Alon Albalak · Kushal Arora · Blake Wulfe · Chinmay Hegde · Greg Durrett · Sewoong Oh · Mohit Bansal · Saadia Gabriel · Aditya Grover · Kai-Wei Chang · Vaishaal Shankar · Aaron Gokaslan · Mike Merrill · Tatsunori Hashimoto · Yejin Choi · Jenia Jitsev · Reinhard Heckel · Maheswaran Sathiamoorthy · Alex Dimakis · Ludwig Schmidt
[ OpenReview] 
Oral
Fri Apr 24 11:15 AM -- 11:25 AM (PDT) @ Amphitheater None
ThinKV: Thought-Adaptive KV Cache Compression for Efficient Reasoning Models
In Oral Session 4A
Akshat Ramachandran · Marina Neseem · Charbel Sakr · Rangharajan Venkatesan · Brucek Khailany · Tushar Krishna
[ OpenReview] 
Oral
Fri Apr 24 11:15 AM -- 11:25 AM (PDT) @ 201 A/B None
World-In-World: World Models in a Closed-Loop World
In Oral Session 4B
Jiahan Zhang · Muqing Jiang · Nanru Dai · Taiming Lu · Arda Uzunoglu · Shunchi Zhang · Yana Wei · Jiahao Wang · Vishal Patel · Paul Liang · Daniel Khashabi · Cheng Peng · Rama Chellappa · Tianmin Shu · Alan Yuille · Yilun Du · Jieneng Chen
[ OpenReview] 
Oral
Fri Apr 24 11:15 AM -- 11:25 AM (PDT) @ 203 A/B None
SWINGARENA: Adversarial Programming Arena for Long-context GitHub Issue Solving
In Oral Session 4D
Wendong XU · Jing Xiong · Chenyang Zhao · Qiujiang Chen · Haoran Wang · Hui Shen · Zhongwei Wan · Jianbo Dai · Taiqiang Wu · He Xiao · Chaofan Tao · Zhuoqing Mao · Ying Sheng · Zhijiang Guo · Hongxia Yang · Bei Yu · Lingpeng Kong · Quanquan Gu · Ngai Wong
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#101
On the identifiability of causal graphs with multiple environments
In Poster Session 4 Pavilion 3
Francesco Montagna
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3001
ConsisDrive: Identity-Preserving Driving World Models for Video Generation by Instance Mask
In Poster Session 4 Pavilion 4
Zhuoran Yang ⋅ Yanyong Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#102
Embracing Discrete Search: A Reasonable Approach to Causal Structure Learning
In Poster Session 4 Pavilion 3
Marcel Wienöbst ⋅ Leonard Henckel ⋅ Sebastian Weichwald
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3002
Generative Blocks World: Moving Things Around in Pictures
In Poster Session 4 Pavilion 4
Vaibhav Vavilala ⋅ Seemandhar Jain ⋅ Rahul Vasanth ⋅ David Forsyth ⋅ Anand Bhattad
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3003
FaSTA*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing
In Poster Session 4 Pavilion 4
Advait Gupta · Rishie Raj · Dang Nguyen · Tianyi Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#103
Counterfactual Structural Causal Bandits
In Poster Session 4 Pavilion 3
Min Woo Park · Sanghack Lee
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#104
IGC-Net for conditional average potential outcome estimation over time
In Poster Session 4 Pavilion 3
Konstantin Hess · Dennis Frauen · Valentyn Melnychuk · Stefan Feuerriegel
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3004
JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization
In Poster Session 4 Pavilion 4
Kai Liu · Wei Li · Lai Chen · Shengqiong Wu · Yanhao Zheng · Jiayi Ji · Fan Zhou · Jiebo Luo · Ziwei Liu · Hao (Scofield) Fei · Tat-Seng Chua
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3005
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training
In Poster Session 4 Pavilion 4
Jianyi Wang ⋅ Shanchuan Lin ⋅ Zhijie Lin ⋅ Yuxi Ren ⋅ Meng Wei ⋅ Zongsheng Yue ⋅ Shangchen Zhou ⋅ Hao Chen ⋅ Yang Zhao ⋅ Ceyuan Yang ⋅ Xuefeng Xiao ⋅ Chen Change Loy ⋅ Lu Jiang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#105
Exploratory Causal Inference in SAEnce
In Poster Session 4 Pavilion 3
Tommaso Mencattini · Riccardo Cadei · Francesco Locatello
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3006
TTOM: Test-Time Optimization and Memorization for Compositional Video Generation
In Poster Session 4 Pavilion 4
Leigang Qu · Ziyang Wang · Na Zheng · Wenjie Wang · Liqiang Nie · Tat-Seng Chua
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#106
ActiveCQ: Active Estimation of Causal Quantities
In Poster Session 4 Pavilion 3
Erdun Gao · Dino Sejdinovic
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3007
FastFlow: Accelerating The Generative Flow Matching Models with Bandit Inference
In Poster Session 4 Pavilion 4
Divya Jyoti Bajpai · Dhruv Bhardwaj · Soumya Roy · Tejas Duseja · Harsh Agarwal · Aashay Sandansing · Manjesh Kumar Hanawal
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#107
Efficient and Sharp Off-Policy Learning under Unobserved Confounding
In Poster Session 4 Pavilion 3
Konstantin Hess · Dennis Frauen · Valentyn Melnychuk · Stefan Feuerriegel
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#108
Multiverse Mechanica: A Testbed for Learning Game Mechanics via Counterfactual Worlds
In Poster Session 4 Pavilion 3
Robert Ness · Ricardo Cannizzaro · Yunshu Wu · Lars Kunze
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3008
SIGMark: Scalable In-Generation Watermark with Blind Extraction for Video Diffusion
In Poster Session 4 Pavilion 4
Xinjie zhu ⋅ Zijing Zhao ⋅ Hui Jin ⋅ Qingxiao Guo ⋅ Yilong Ma ⋅ YUNHAO WANG ⋅ Xiaobing Guo ⋅ Weifeng Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#109
Multi-ReduNet: Interpretable Class-Wise Decomposition of ReduNet
In Poster Session 4 Pavilion 3
Fengrong Li · Delin Chu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3009
K-Sort Eval: Efficient Preference Evaluation for Visual Generation via Corrected VLM-as-a-Judge
In Poster Session 4 Pavilion 4
Zhikai Li · jiatong li · Xuewen Liu · Wangbo Zhao · Pan Du · Kaicheng Zhou · Qingyi Gu · Yang You · Zhen Dong · Kurt Keutzer
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#110
LightRetriever: A LLM-based Text Retrieval Architecture with Extremely Faster Query Inference
In Poster Session 4 Pavilion 3
Guangyuan Ma · Yongliang Ma · Xuanrui Gou · Zhenpeng Su · Ming Zhou · Songlin Hu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3010
Reconstruction Alignment Improves Unified Multimodal Models
In Poster Session 4 Pavilion 4
Ji Xie · trevor darrell · Luke Zettlemoyer · Xudong Wang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3310
JavisDiT++: Unified Modeling and Optimization for Joint Audio-Video Generation
In Poster Session 4 Pavilion 4
Kai Liu ⋅ Yanhao Zheng ⋅ Kai Wang ⋅ Shengqiong Wu ⋅ Rongjunchen Zhang ⋅ Jiebo Luo ⋅ Dimitrios Hatzinakos ⋅ Ziwei Liu ⋅ Hao (Scofield) Fei ⋅ Tat-Seng Chua
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#111
Relationship Alignment for View-aware Multi-view Clustering
In Poster Session 4 Pavilion 3
Shuangmei Peng · Zhe Chen · Tianyang Xu · Xiaojun Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3011
FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation
In Poster Session 4 Pavilion 4
Kaiyi Huang · Yukun Huang · Xintao WANG · Zinan Lin · Xuefei Ning · Pengfei Wan · Di ZHANG · Yu Wang · Xihui Liu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3012
Object Fidelity Diffusion for Remote Sensing Image Generation
In Poster Session 4 Pavilion 4
Ziqi Ye · Shuran Ma · Jie Yang · Xiaoyi Yang · Yi Yang · Ziyang Gong · Xue Yang · Haipeng Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#113
Token Distillation: Attention-Aware Input Embeddings for New Tokens
In Poster Session 4 Pavilion 3
Konstantin Dobler ⋅ Desmond Elliott ⋅ Gerard de Melo
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3013
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
In Poster Session 4 Pavilion 4
Junsong Chen · Yuyang Zhao · Jincheng YU · Ruihang Chu · Junyu Chen · Shuai Yang · Xianbang Wang · Yicheng Pan · Zhou Daquan · Huan Ling · Haozhe Liu · Hongwei Yi · Hao Zhang · Muyang Li · Yukang Chen · Han Cai · Sanja Fidler · Ping Luo · Song Han · Enze Xie
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3014
MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation
In Poster Session 4 Pavilion 4
Ye Tian · Ling Yang · JiongFan Yang · Anran Wang · Yu Tian · Jiani zheng · Haochen Wang · Zhiyang Teng · Zhuochen Wang · Yinjie Wang · Yunhai Tong · Mengdi Wang · Xiangtai Li
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#114
BIRD: Behavior Induction via Representation-structure Distillation
In Poster Session 4 Pavilion 3
Galen Pogoncheff ⋅ Michael Beyeler
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#115
Dual Perspectives on Non-Contrastive Self-Supervised Learning
In Poster Session 4 Pavilion 3
Jean Ponce · Basile Terver · Martial Hebert · Michael Arbel
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3015
Next Visual Granularity Generation
In Poster Session 4 Pavilion 4
Yikai Wang ⋅ Zhouxia Wang ⋅ Zhonghua Wu ⋅ Qingyi Tao ⋅ Kang Liao ⋅ Chen Change Loy
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#116
Symmetric Space Learning for Combinatorial Generalization
In Poster Session 4 Pavilion 3
Jaehyeong Jeong ⋅ Hee-Jun Jung ⋅ Kangil Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2001
MILR: Improving Multimodal Image Generation via Test-Time Latent Reasoning
In Poster Session 4 Pavilion 3
Yapeng Mi · Yanpeng Zhao · Henry Li · Chenxi Li · Huimin Wu · Xiaojian Ma · Song-Chun Zhu · Yingnian Wu · Qing Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1315
EchoMotion: Unified Human Video and Motion Generation via Dual-Modality Diffusion Transformer
In Poster Session 4 Pavilion 3
Yuxiao Yang ⋅ Hualian Sheng ⋅ Sijia Cai ⋅ Jing Lin ⋅ Jiahao Wang ⋅ Bing Deng ⋅ Junzhe Lu ⋅ Haoqian Wang ⋅ Jieping Ye
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3016
ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation
In Poster Session 4 Pavilion 4
Yongyuan Liang · Wei Chow · Feng Li · Ziqiao Ma · Xiyao Wang · Jiageng Mao · Jiuhai Chen · Jiatao Gu · Yue Wang · Furong Huang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#117
Confident Block Diagonal Structure-Aware Invariable Graph Completion for Incomplete Multi-view Clustering
In Poster Session 4 Pavilion 3
Shuping Zhao · Chen Yulong · Jie Wen · Lunke Fei · Jinrong Cui · Tingting Chai
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3017
SketchingReality: From Freehand Scene Sketches to Photorealistic Images
In Poster Session 4 Pavilion 4
Ahmed Bourouis ⋅ Mikhail Bessmeltsev ⋅ Yulia Gryaditskaya
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#118
Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry
In Poster Session 4 Pavilion 3
Zhuochun Li ⋅ Yong Zhang ⋅ Ming Li ⋅ Yuelyu Ji ⋅ Yiming Zeng ⋅ ning Cheng ⋅ Yun Zhu ⋅ Yanmeng Wang ⋅ Shaojun Wang ⋅ Jing Xiao ⋅ Daqing He
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3018
RefAny3D: 3D Asset-Referenced Diffusion Models for Image Generation
In Poster Session 4 Pavilion 4
Hanzhuo Huang · Qingyang Bao · Zekai Gu · Zhongshuo Du · Cheng Lin · Yuan Liu · Sibei Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#119
HARP: Hallucination Detection via Reasoning Subspace Projection
In Poster Session 4 Pavilion 3
Junjie Hu · Gang Tu · Cheng Shengyu · JinXin Li · Jinting Wang · Rui Chen · Zhilong Zhou · Dongbo Shan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3118
AUHead: Realistic Emotional Talking Head Generation via Action Units Control
In Poster Session 4 Pavilion 4
Jiayi Lyu · Leigang Qu · Wenjing Zhang · Hanyu Jiang · Kai Liu · Zhenglin Zhou · Xiaobo Xia · Jian Xue · Tat-Seng Chua
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#120
CSRv2: Unlocking Ultra-Sparse Embeddings
In Poster Session 4 Pavilion 3
Lixuan Guo ⋅ Yifei Wang ⋅ Tiansheng Wen ⋅ Yifan Wang ⋅ Aosong Feng ⋅ Bo Chen ⋅ Stefanie Jegelka ⋅ Chenyu You
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3117
Many-for-Many: Unify the Training of Multiple Video and Image Generation and Manipulation Tasks
In Poster Session 4 Pavilion 4
Ruibin Li · Tao Yang · Yangming Shi · Weiguo Feng · Shilei Wen · BINGYUE PENG · Lei Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3116
AdaViewPlanner: Adapting Video Diffusion Models for Viewpoint Planning in 4D Scenes
In Poster Session 4 Pavilion 4
Yu Li · Menghan Xia · Gongye Liu · Jianhong Bai · Xintao WANG · Conglang Zhang · Yuxuan Lin · Ruihang Chu · Pengfei Wan · Yujiu Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#121
UniCon: Unified Framework for Efficient Contrastive Alignment via Kernels
In Poster Session 4 Pavilion 3
Hangke Sui · Yuqing Wang · Minh Do
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#122
Fast and Stable Riemannian Metrics on SPD Manifolds via Cholesky Product Geometry
In Poster Session 4 Pavilion 3
Ziheng Chen · Yue Song · Xiaojun Wu · Nicu Sebe
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3115
VINCIE: Unlocking In-context Image Editing from Video
In Poster Session 4 Pavilion 4
Leigang Qu · Feng Cheng · Ziyan Yang · Qi Zhao · Shanchuan Lin · Yichun Shi · Yicong Li · Wenjie Wang · Tat-Seng Chua · Lu Jiang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3114
DragFlow: Unleashing DiT Priors with Region-Based Supervision for Drag Editing
In Poster Session 4 Pavilion 4
Zihan Zhou · Shilin Lu · Shuli Leng · Shaocong Zhang · Zhuming Lian · Xinlei Yu · Adams Kong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#123
LCA: Local Classifier Alignment for Continual Learning
In Poster Session 4 Pavilion 3
Tung Tran ⋅ Danilo Vasconcellos Vargas ⋅ Khoat Than
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3113
Asynchronous Denoising Diffusion Models for Aligning Text-to-Image Generation
In Poster Session 4 Pavilion 4
Zijing Hu · Yunze Tong · Fengda Zhang · Junkun Yuan · Jun Xiao · Kun Kuang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#124
CLAP: Unsupervised 3D Representation Learning for Fusion 3D Perception via Curvature Sampling and Prototype Learning
In Poster Session 4 Pavilion 3
Runjian Chen ⋅ Hang Zhang ⋅ Avinash Ravichandran ⋅ Hyoungseob Park ⋅ Wenqi Shao ⋅ Alex Wong ⋅ Ping Luo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3112
Streaming Autoregressive Video Generation via Diagonal Distillation
In Poster Session 4 Pavilion 4
Jinxiu Liu · Xuanming Liu · Kangfu Mei · Yandong Wen · Ming-Hsuan Yang · Weiyang Liu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#224
Latent Thinking Optimization: Your Latent Reasoning Language Model Secretly Encodes Reward Signals in Its Latent Thoughts
In Poster Session 4 Pavilion 3
Hanwen Du ⋅ Yuxin Dong ⋅ Xia Ning
[ Slides]  [ Poster]  [ OpenReview] 
Blog Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#223
Artistic Style and the Play of Neural Style Representations
In Poster Session 4 Pavilion 3
Abhishek Dangeti ⋅ Pavan Gajula ⋅ Vikram Jamwal ⋅ Vivek Srivastava
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#222
Prompt-MII: Meta-Learning Instruction Induction for LLMs
In Poster Session 4 Pavilion 3
Emily Xiao ⋅ Yixiao Zeng ⋅ Ada Chen ⋅ Chin-Jou Li ⋅ Amanda Bertsch ⋅ Graham Neubig
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3110
DiffVax: Optimization-Free Image Immunization Against Diffusion-Based Editing
In Poster Session 4 Pavilion 4
Tarik Can Ozden · Ozgur Kara · Oguzhan Akcin · Kerem Zaman · Shashank Srivastava · Sandeep Chinchali · James Rehg
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3109
Towards One-step Causal Video Generation via Adversarial Self-Distillation
In Poster Session 4 Pavilion 4
Yongqi Yang · Huayang Huang · Xu Peng · Xiaobin Hu · Donghao Luo · Jiangning Zhang · Chengjie Wang · Yu Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#221
DeepAFL: Deep Analytic Federated Learning
In Poster Session 4 Pavilion 3
Jianheng Tang · Yajiang Huang · Kejia Fan · Feijiang Han · Jiaxu Li · Jinfeng Xu · Run He · Anfeng Liu · Houbing Song · Huiping Zhuang · Yunhuai Liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#220
KeepLoRA: Continual Learning with Residual Gradient Adaptation
In Poster Session 4 Pavilion 3
Mao-Lin Luo · Zi-Hao Zhou · Yi-Lin Zhang · Yuanyu Wan · Min-Ling Zhang · Tong Wei
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3108
Learning Video Generation for Robotic Manipulation with Collaborative Trajectory Control
In Poster Session 4 Pavilion 4
Xiao Fu ⋅ Xintao WANG ⋅ Xian Liu ⋅ Jianhong Bai ⋅ Runsen Xu ⋅ Pengfei Wan ⋅ Di ZHANG ⋅ Dahua Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#219
Ensemble Prediction of Task Affinity for Efficient Multi-Task Learning
In Poster Session 4 Pavilion 3
Afiya Ayman ⋅ Ayan Mukhopadhyay ⋅ Aron Laszka
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3107
NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale
In Poster Session 4 Pavilion 4
chunrui han ⋅ Guopeng Li ⋅ Jingwei Wu ⋅ Quan Sun ⋅ Yan Cai ⋅ Yuang Peng ⋅ Zheng Ge ⋅ Deyu Zhou ⋅ Haomiao Tang ⋅ Hongyu Zhou ⋅ Kenkun Liu ⋅ Shu-Tao Xia ⋅ Binxing Jiao ⋅ Daxin Jiang ⋅ Xiangyu Zhang ⋅ Yibo Zhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3106
Reconstruct Anything Model a lightweight general model for computational imaging
In Poster Session 4 Pavilion 4
Matthieu Terris · Samuel Hurault · Maxime Song · Julián Tachella
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#218
OptMerge: Unifying Multimodal LLM Capabilities and Modalities via Model Merging
In Poster Session 4 Pavilion 3
Yongxian Wei · Runxi Cheng · Weike Jin · Enneng Yang · Li Shen · LU HOU · SiNan Du · Chun Yuan · Xiaochun Cao · Dacheng Tao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#217
Scalable Multi-Task Low-Rank Model Adaptation
In Poster Session 4 Pavilion 3
Zichen Tian · Antoine Ledent · Qianru Sun
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3105
MotionWeaver: Holistic 4D-Anchored Framework for Multi-Humanoid Image Animation
In Poster Session 4 Pavilion 4
Xirui Hu · Yanbo Ding · Jiahao Wang · Tingting Shi · Yali Wang · Guo Zhi · Weizhan Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3104
Condition Errors Refinement in Autoregressive Image Generation with Diffusion Loss
In Poster Session 4 Pavilion 4
Yucheng Zhou · Hao Li · Jianbing Shen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#216
A Study on PAVE Specification for Learnware
In Poster Session 4 Pavilion 3
Hao-Yu Shi · Zhi-Hao Tan · Zi-Chen Zhao · Yang Yu · Zhi-Hua Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3103
MeanCache: From Instantaneous to Average Velocity for Accelerating Flow Matching Inference
In Poster Session 4 Pavilion 4
Huanlin Gao ⋅ Ping Chen ⋅ Fuyuan Shi ⋅ Ruijia Wu ⋅ Li YanTao ⋅ Qiang Hui ⋅ Youyuren ⋅ Ting Lu ⋅ Chao Tan ⋅ Shaoan Zhao ⋅ Zhaoxiang Liu ⋅ Fang Zhao ⋅ Kai Wang ⋅ Shiguo Lian
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#215
Dataset Distillation as Pushforward Optimal Quantization
In Poster Session 4 Pavilion 3
Hong Ye Tan ⋅ Emma Slade
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3102
Draw-In-Mind: Rebalancing Designer-Painter Roles in Unified Multimodal Models Benefits Image Editing
In Poster Session 4 Pavilion 4
Ziyun Zeng · David Junhao Zhang · Wei Li · Mike Zheng Shou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#214
Energy-Regularized Sequential Model Editing on Hyperspheres
In Poster Session 4 Pavilion 3
Qingyuan Liu ⋅ Jia-Chen Gu ⋅ Yunzhi Yao ⋅ Hong Wang ⋅ Nanyun (Violet) Peng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3101
BindWeave: Subject-Consistent Video Generation via Cross-Modal Integration
In Poster Session 4 Pavilion 4
Zhaoyang Li · Dongjun Qian · Kai Su · qishuai diao · Xiangyang Xia · Chang Liu · Wenfei Yang · Tianzhu Zhang · Zehuan Yuan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#213
Exploring Knowledge Purification in Multi-Teacher Knowledge Distillation for LLMs
In Poster Session 4 Pavilion 3
Ruihan Jin · Pengpeng Shao · Zhengqi Wen · Jinyang Wu · Mingkuan Feng · Shuo Yang · Chu Yuan Zhang · Jianhua Tao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#212
MULTIMODALITY AS SUPERVISION: SELF-SUPERVISED SPECIALIZATION TO THE TEST ENVIRONMENT VIA MULTIMODALITY
In Poster Session 4 Pavilion 3
Kunal Pratap Singh · Ali Garjani · Rishubh Singh · Muhammad Uzair Khattak · Jason Toskov · Efe Tarhan · Andrei Atanov · Oğuzhan Kar · Amir Zamir
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3201
Learning to Generate Stylized Handwritten Text via a Unified Representation of Style, Content, and Noise
In Poster Session 4 Pavilion 4
Honglie Wang · Yan-Ming Zhang · Wangzi Yao · Fei Yin · Cheng-lin Liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3202
MoCa: Modeling Object Consistency for 3D Camera Control in Video Generation
In Poster Session 4 Pavilion 4
Zhijing Cheng · Xuancheng Zhang · Donglin Di · Chen Wei · Hao Li · Xun Yang
[ OpenReview] 
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#211
Amortized Inference of Causal Models via Conditional Fixed-Point Iterations
In Poster Session 4 Pavilion 3
Divyat Mahajan · Jannes Gladrow · Agrin Hilmkil · Cheng Zhang · Meyer Scetbon
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#210
Diffusion Bridge Variational Inference for Deep Gaussian Processes
In Poster Session 4 Pavilion 3
Jian Xu · Delu Zeng · Qibin Zhao · John Paisley
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3203
Generative Universal Verifier as Multimodal Meta-Reasoner
In Poster Session 4 Pavilion 4
Xinchen Zhang · Xiaoying Zhang · Youbin Wu · Yanbin Cao · Renrui Zhang · Ruihang Chu · Ling Yang · Yujiu Yang · Guang Shi
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3204
ACCORD: Alleviating Concept Coupling through Dependence Regularization for Text-to-Image Diffusion Personalization
In Poster Session 4 Pavilion 4
Shi Zhan Liu ⋅ Hao ZHENG ⋅ Hang Yu ⋅ Jianguo Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#209
A Minimum Variance Path Principle for Accurate and Stable Score-Based Density Ratio Estimation
In Poster Session 4 Pavilion 3
Wei Chen · Jiacheng Li · Shigui Li · Zhiqi Lin · Junmei Yang · John Paisley · Delu Zeng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#208
Source-Guided Flow Matching
In Poster Session 4 Pavilion 3
Zifan Wang · Alice Harting · Matthieu Barreau · Michael Zavlanos · Karl H. Johansson
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3205
From Prediction to Perfection: Introducing Refinement to Autoregressive Image Generation
In Poster Session 4 Pavilion 4
Cheng Cheng · Lin Song · Di An · Yicheng Xiao · Xuchong Zhang · Hongbin Sun · Ying Shan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3206
reAR: Rethinking Visual Autoregressive Models via Token-wise Consistency Regularization
In Poster Session 4 Pavilion 4
Qiyuan He · Yicong Li · Haotian Ye · Jinghao Wang · Xinyao Liao · Pheng-Ann Heng · Stefano Ermon · James Y Zou · Angela Yao
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#207
Diffusion and Flow-based Copulas: Forgetting and Remembering Dependencies
In Poster Session 4 Pavilion 3
David Huk ⋅ Theodoros Damoulas
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3207
There and Back Again: On the relation between Noise and Image Inversions in Diffusion Models
In Poster Session 4 Pavilion 4
Łukasz Staniszewski ⋅ Łukasz Kuciński ⋅ Kamil Deja
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#206
Beyond Aggregation: Guiding Clients in Heterogeneous Federated Learning
In Poster Session 4 Pavilion 3
Zijian Wang · Xiaofei Zhang · Xin Zhang · Yukun Liu · Qiong Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#205
Addressing Pitfalls in the Evaluation of Uncertainty Estimation Methods for Natural Language Generation
In Poster Session 4 Pavilion 3
Mykyta Ielanskyi ⋅ Kajetan Schweighofer ⋅ Lukas Aichberger ⋅ Sepp Hochreiter
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3208
CASteer: Cross-Attention Steering for Controllable Concept Erasure
In Poster Session 4 Pavilion 4
Tatiana Gaintseva · Andreea-Maria Oncescu · Chengcheng Ma · Ziquan Liu · Martin Benning · Gregory Slabaugh · Jiankang Deng · Ismail Elezi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3209
Rethinking Global Text Conditioning in Diffusion Transformers
In Poster Session 4 Pavilion 4
Nikita Starodubcev · Daniil Pakhomov · Zongze Wu · Ilya Drobyshevskiy · Yuchen Liu · Zhonghao Wang · Yuqian Zhou · Zhe Lin · Dmitry Baranchuk
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#204
Federated ADMM from Bayesian Duality
In Poster Session 4 Pavilion 3
Thomas Möllenhoff ⋅ Siddharth Swaroop ⋅ Finale Doshi-Velez ⋅ Mohammad Emtiyaz Khan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#203
Multilevel Control Functional
In Poster Session 4 Pavilion 3
Kaiyu Li · Yiming Yang · Xiaoyuan Cheng · Yi He · Zhuo Sun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3210
QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification
In Poster Session 4 Pavilion 4
Weilun Feng · Chuanguang Yang · Haotong Qin · Mingqiang Wu · Yuqi Li · Xiangqi Li · Zhulin An · Libo Huang · Yulun Zhang · Michele Magno · Yongjun Xu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3211
LinearSR: Unlocking Linear Attention for Stable and Efficient Image Super-Resolution
In Poster Session 4 Pavilion 4
Xiaohui Li ⋅ Shaobin Zhuang ⋅ Shuo Cao ⋅ Yang Yang ⋅ Yuandong Pu ⋅ Qi Qin ⋅ Siqi Luo ⋅ Bin Fu ⋅ Yihao Liu
[ Slides]  [ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#202
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?
In Poster Session 4 Pavilion 3
Lorenzo Loconte · Antonio Mari · Gennaro Gala · Robert Peharz · Cassio de Campos · Erik Quaeghebeur · Gennaro Vessio · Antonio Vergari
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3212
DVD-Quant: Data-free Video Diffusion Transformers Quantization
In Poster Session 4 Pavilion 4
Zhiteng Li · Hanxuan Li · Junyi Wu · Kai Liu · Haotong Qin · Linghe Kong · Guihai Chen · Yulun Zhang · Xiaokang Yang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#201
Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems
In Poster Session 4 Pavilion 3
Fulin Lin · shaowen chen · Ruishan Fang · Hongwei Wang · Tao Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3213
Preserve and Personalize: Personalized Text-to-Image Diffusion Models without Distributional Drift
In Poster Session 4 Pavilion 4
Gihoon Kim · Hyungjin Park · Taesup Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#301
Fast Estimation of Wasserstein Distances via Regression on Sliced Wasserstein Distances
In Poster Session 4 Pavilion 3
Khai Nguyen · Hai Nguyen · Nhat Ho
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#302
Evaluating Language Models' Evaluations of Games
In Poster Session 4 Pavilion 3
Katherine Collins · Cedegao Zhang · Graham Todd · Lance Ying · Mauricio da Costa · Ryan Liu · Prafull Sharma · Adrian Weller · Ionatan Kuperwajs · Lio Wong · Joshua B Tenenbaum · Thomas L. Griffiths
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3214
ReconViaGen: Towards Accurate Multi-view 3D Object Reconstruction via Generation
In Poster Session 4 Pavilion 4
Jiahao Chang · Chongjie Ye · Yushuang Wu · Yuantao Chen · Yidan Zhang · Zhongjin Luo · Chenghong Li · Yihao Zhi · Xiaoguang Han
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#303
Convergence Analysis of Tsetlin Machines under Noise-Free and Noisy Training Conditions: From $2$ Bits to $k$ Bits
In Poster Session 4 Pavilion 3
Xuan Zhang ⋅ Lei Jiao ⋅ Ole-Christoffer Granmo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3215
ComGS: Efficient 3D Object-Scene Composition via Surface Octahedral Probes
In Poster Session 4 Pavilion 4
Jian Gao · Mengqi Yuan · Yifei Zeng · Chang Zeng · Zhihao Li · Dave Chen · Weichao Qiu · Xiao-Xiao Long · Hao Zhu · Xun Cao · Yao Yao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3216
EgoHandICL: Egocentric 3D Hand Reconstruction with In-Context Learning
In Poster Session 4 Pavilion 4
Binzhu Xie · Shi Qiu · Sicheng Zhang · Yinqiao Wang · Hao Xu · Muzammal Naseer · Chi-Wing Fu · Pheng-Ann Heng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#304
Pre-training Limited Memory Language Models with Internal and External Knowledge
In Poster Session 4 Pavilion 3
Linxi Zhao · Sofian Zalouk · Christian Belardi · Justin Lovelace · Jin Zhou · Ryan Noonan · Dongyoung Go · Kilian Weinberger · Yoav Artzi · Jennifer Sun
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#305
Gradient-Based Diversity Optimization with Differentiable Top-$k$ Objective
In Poster Session 4 Pavilion 3
Tianyi Zhou ⋅ Sebastian Dalleiger ⋅ Ece Calikus ⋅ Aristides Gionis
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3217
BigMaQ: A Big Macaque Motion and Animation Dataset Bridging Image and 3D Pose Representations
In Poster Session 4 Pavilion 4
Lucas Maximilian Martini · Alex Lappe · Anna Bognár · Rufin Vogels · Martin Giese
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3218
Direct Reward Fine-Tuning on Poses for Single Image to 3D Human in the Wild
In Poster Session 4 Pavilion 4
Seunguk Do · Minwoo Huh · Joonghyuk Shin · Jaesik Park
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#306
HalluGuard: Demystifying Data-Driven and Reasoning-Driven Hallucinations in LLMs
In Poster Session 4 Pavilion 3
Xinyue Zeng ⋅ Junhong Lin ⋅ Yujun Yan ⋅ Feng Guo ⋅ Liang Shi ⋅ Jun Wu ⋅ Dawei Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#307
Robustness of Probabilistic Models to Low-Quality Data: A Multi-Perspective Analysis
In Poster Session 4 Pavilion 3
Liu Peng ⋅ Yaochu Jin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3317
Interp3D: Correspondence-aware Interpolation for Generative Textured 3D Morphing
In Poster Session 4 Pavilion 4
Xiaolu Liu · Yicong Li · Qiyuan He · Jiayin Zhu · Wei Ji · Angela Yao · Jianke Zhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#309
Know When to Abstain: Optimal Selective Classification with Likelihood Ratios
In Poster Session 4 Pavilion 3
Alvin Heng · Harold Soh
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3316
MoE-GS: Mixture of Experts for Dynamic Gaussian Splatting
In Poster Session 4 Pavilion 4
In-Hwan Jin ⋅ Hyeongju Mun ⋅ Joonsoo Kim ⋅ Kugjin Yun ⋅ Kyeongbo Kong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3315
Beyond Visual Reconstruction Quality: Object Perception-aware 3D Gaussian Splatting for Autonomous Driving
In Poster Session 4 Pavilion 4
Renzhi Wang ⋅ Yuxiang Fu ⋅ Wuqi Wang ⋅ Haigen Min ⋅ Wei Feng ⋅ Lei Ma ⋅ Qing Guo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#310
Generalization in LLM Problem Solving: The Case of the Shortest Path
In Poster Session 4 Pavilion 3
Yao Tong ⋅ Jiayuan Ye ⋅ Anastasia Borovykh ⋅ Reza Shokri
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3314
Mesh Splatting for End-to-end Multiview Surface Reconstruction
In Poster Session 4 Pavilion 4
Ruiqi Zhang · Jiacheng Wu · Jie Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#311
It's All Just Vectorization: einx, a Universal Notation for Tensor Operations
In Poster Session 4 Pavilion 3
Florian Fervers · Sebastian Bullinger · Christoph Bodensteiner · Michael Arens
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3313
Refine Now, Query Fast: A Decoupled Refinement Paradigm for Implicit Neural Fields
In Poster Session 4 Pavilion 4
Tianyu Xiong ⋅ Skylar Wurster ⋅ Han Wei Shen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#312
On Code-Induced Reasoning in LLMs
In Poster Session 4 Pavilion 3
Abdul Waheed ⋅ Zhen Wu ⋅ Carolyn Rose ⋅ Daphne Ippolito
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3312
PatchRefiner V2: Fast and Lightweight Real-Domain High-Resolution Metric Depth Estimation
In Poster Session 4 Pavilion 4
Zhenyu Li · Wenqing Cui · Shariq Bhat · Peter Wonka
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#313
Incomplete Multi-View Multi-Label Classification via Shared Codebook and Fused-Teacher Self-Distillation
In Poster Session 4 Pavilion 3
Xu Yan · Jun Yin · Shiliang Sun · Minghua Wan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#314
Rethinking Consistent Multi-Label Classification Under Inexact Supervision
In Poster Session 4 Pavilion 3
Wei Wang · Tianhao Ma · Ming-Kun Xie · Gang Niu · Masashi Sugiyama
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3311
CogniMap3D: Cognitive 3D Mapping and Rapid Retrieval
In Poster Session 4 Pavilion 4
Feiran Wang · Junyi Wu · Dawen Cai · Yuan Hong · Yan Yan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3111
Open-Set Semantic Gaussian Splatting SLAM with Expandable Representation
In Poster Session 4 Pavilion 4
Yan ⋅ Chen Liang ⋅ Wenguan Wang ⋅ Yi Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#617
SSD-GS: Scattering and Shadow Decomposition for Relightable 3D Gaussian Splatting
In Poster Session 4 Pavilion 3
Iris Zheng · Guojun Tang · Alexander Doronin · Paul Teal · Fang-Lue Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#315
Multi-Agent Debate with Memory Masking
In Poster Session 4 Pavilion 3
Hongduan Tian · Xiao Feng · Ziyuan ZHAO · XiangyuZhu · Rolan Yan · Bo Han
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3309
OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling
In Poster Session 4 Pavilion 4
Yang Zhou ⋅ Yifan Wang ⋅ Jianjun Zhou ⋅ Wenzheng Chang ⋅ Haoyu Guo ⋅ Zizun Li ⋅ Kaijing Ma ⋅ Xinyue Li ⋅ Yating Wang ⋅ Haoyi Zhu ⋅ Mingyu Liu ⋅ Dingning Liu ⋅ Jiange Yang ⋅ Zhoujie Fu ⋅ Junyi Chen ⋅ Chunhua Shen ⋅ Jiangmiao Pang ⋅ Kaipeng Zhang ⋅ Tong He
[ Poster]  [ OpenReview] 
Blog Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#316
Divide, Conquer, and Standardize — A Recursive Architecture for Multi-Agent Systems (MAS)
In Poster Session 4 Pavilion 3
Ronaldinho Vega Centeno Olivera ⋅ Allan M. de Souza ⋅ JULIO DOS REIS ⋅ Mateus da Silveira ⋅ Alejandro Núñez Arroyo
[ Slides]  [ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#317
A Case for Library-Level k-Means Binning in Histogram Gradient-Boosted Trees
In Poster Session 4 Pavilion 3
Asher Labovich
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3308
Segment Any Events with Language
In Poster Session 4 Pavilion 4
Seungjun Lee · Gim H Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4710
Gradient-Direction-Aware Density Control for 3D Gaussian Splatting
In Poster Session 4 Pavilion 4
Zheng Zhou · Yu-Jie Xiong · Jia-Chen Zhang · Chun-Ming Xia · Xihe Qiu · Hongjian Zhan
[ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#318
An Expanded Benchmark that Rediscovers and Affirms the Edge of Uncertainty Sampling for Active Learning in Tabular Datasets
In Poster Session 4 Pavilion 3
Po-Yi Lu · Yi-Jie Cheng · Chun-Liang Li · Hsuan-Tien Lin
[ Poster] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3307
VideoNSA: Native Sparse Attention Scales Video Understanding
In Poster Session 4 Pavilion 4
Enxin Song · Wenhao Chai · Shusheng Yang · Ethan Armand · Xiaojun Shan · Haiyang Xu · Jianwen Xie · Zhuowen Tu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3306
DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning
In Poster Session 4 Pavilion 4
Ziwei Zheng · Minghao Yang · Jack Hong · Chenxiao Zhao · Guohai Xu · Le Yang · Chao Shen · XingYu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#319
Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation
In Poster Session 4 Pavilion 3
Zhengbo Wang · Jian Liang · Ran He · Zilei Wang · Tieniu Tan
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3305
Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs
In Poster Session 4 Pavilion 4
Yongyi Su · Haojie Zhang · Shijie Li · Nanqing Liu · Jingyi Liao · Junyi Pan · Yuan Liu · Xiaofen Xing · Chong Sun · Chen Li · Nancy Chen · Shuicheng YAN · xulei yang · Xun Xu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#320
Expertise Can Be Helpful for Reinforcement Learning-based Macro Placement
In Poster Session 4 Pavilion 3
Chengrui Gao · Yunqi Shi · Ke Xue · Ruo-Tong Chen · Siyuan Xu · Mingxuan Yuan · Chao Qian · Zhi-Hua Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#321
FMIP: Joint Continuous-Integer Flow For Mixed-Integer Linear Programming
In Poster Session 4 Pavilion 3
Hongpei Li ⋅ Hui Yuan ⋅ Han Zhang ⋅ Jianghao Lin ⋅ Dongdong Ge ⋅ Mengdi Wang ⋅ Yinyu Ye
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3304
Visual Planning: Let's Think Only with Images
In Poster Session 4 Pavilion 4
Yi Xu · Chengzu Li · Han Zhou · Xingchen Wan · Caiqi Zhang · Anna Korhonen · Ivan Vulić
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3303
Autoregressive Models Rival Diffusion Models at ANY-ORDER Generation
In Poster Session 4 Pavilion 4
Tianqi Du · Lizhe Fang · Weijie Yang · Chenheng Zhang · Zeming Wei · Yifei Wang · Yisen Wang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#322
Gen-DFL: Decision-Focused Generative Learning for Robust Decision Making
In Poster Session 4 Pavilion 3
Prince Wang · Shuyi Chen · Jinhao Liang · Ferdinando Fioretto · Shixiang Zhu
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3302
AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration
In Poster Session 4 Pavilion 4
Xinlong Chen · Yue Ding · Weihong Lin · Jingyun Hua · Linli Yao · Yang Shi · Bozhou Li · Qiang Liu · Yuanxing Zhang · Pengfei Wan · Liang Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#323
Linking Process to Outcome: Conditional Reward Modeling for LLM Reasoning
In Poster Session 4 Pavilion 3
Zheng Zhang ⋅ Ziwei Shan ⋅ Kaitao Song ⋅ Yexin Li ⋅ Kan Ren
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3301
HiTeA: Hierarchical Temporal Alignment for Training-Free Long-Video Temporal Grounding
In Poster Session 4 Pavilion 4
Xinyi Xu · Hongsong Wang · Guo-Sen Xie · Caifeng Shan · Fang Zhao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#324
Predictive Differential Training Guided by Training Dynamics
In Poster Session 4 Pavilion 3
Fanqi Wang ⋅ Weisheng Tang ⋅ Landon Harris ⋅ Hairong Qi ⋅ Dan Wilson ⋅ Igor Mezic
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#424
Dual Optimistic Ascent (PI Control) is the Augmented Lagrangian Method in Disguise
In Poster Session 4 Pavilion 3
Juan Ramirez · Simon Lacoste-Julien
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3401
Multi-modal Data Spectrum: Multi-modal Datasets are Multi-dimensional
In Poster Session 4 Pavilion 4
Divyam Madaan ⋅ Varshan Muhunthan ⋅ Kyunghyun Cho ⋅ Sumit Chopra
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3402
AudioX: A Unified Framework for Anything-to-Audio Generation
In Poster Session 4 Pavilion 4
Zeyue Tian · Zhaoyang Liu · Yizhu Jin · Ruibin Yuan · Liumeng Xue · Xu Tan · Qifeng Chen · Wei Xue · Yike Guo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#423
Fast Frank–Wolfe Algorithms with Adaptive Bregman Step-Size for Weakly Convex Functions
In Poster Session 4 Pavilion 3
Shota Takahashi ⋅ Sebastian Pokutta ⋅ Akiko Takeda
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3403
Video-KTR: Reinforcing Video Reasoning via Key Token Attribution
In Poster Session 4 Pavilion 4
Ziyue Wang ⋅ Sheng JIn ⋅ ZHONGRONG ZUO ⋅ Jiawei Wu ⋅ Han Qiu ⋅ Qi She ⋅ Hao Zhang ⋅ Jiang Xudong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5304
SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus
In Poster Session 4 Pavilion 4
Ming Zhao · Wenhui Dong · Yang Zhang · wangyou · Zhonghao Zhang · Zian Zhou · YUNZHI GUAN · Liukun Xu · Wei Peng · Zhaoyang Gong · Zhicheng Zhang · Dachuan li · Xiaosheng Ma · Yuli Ma · Jianing Ni · Changjiang Jiang · Lixia Tian · Chen Qixin · Xia Kaishun · Pingping Liu · Tongshun Zhang · ZhiqiangLiu · Zhongan Bi · Chenyang Si · Tiansheng Sun · Caifeng Shan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3404
SAM-Veteran: An MLLM-Based Human-like SAM Agent for Reasoning Segmentation
In Poster Session 4 Pavilion 4
Tianyuan Du · Haopeng Li · Zhen Fan · Jiarui Zhang · Panwang Pan · Yang Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#421
Non-Asymptotic Analysis of Efficiency in Conformalized Regression
In Poster Session 4 Pavilion 3
Yunzhen Yao ⋅ Lie He ⋅ Michael Gastpar
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3405
Thicker and Quicker: The Jumbo Token for Fast Plain Vision Transformers
In Poster Session 4 Pavilion 4
Anthony Fuller · Yousef Yassin · Daniel Kyrollos · Evan Shelhamer · James Green
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#420
Online Decision-Focused Learning
In Poster Session 4 Pavilion 3
Aymeric Capitaine · Maxime Haddouche · Eric Moulines · Michael Jordan · Etienne Boursier · Alain Oliviero Durmus
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3406
OVID: Open-Vocabulary Intrusion Detection
In Poster Session 4 Pavilion 4
Fujun Han · Jingqi Ye · Chenglong Zhang · Peng Ye
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#419
Antislop: A Comprehensive Framework for Identifying and Eliminating Repetitive Patterns in Language Models
In Poster Session 4 Pavilion 3
Sam Paech ⋅ Allen Roush ⋅ Judah Goldfeder ⋅ Ravid Shwartz-Ziv
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3407
ViMo: A Generative Visual GUI World Model for App Agents
In Poster Session 4 Pavilion 4
Dezhao Luo · Bohan Tang · Kang Li · Georgios Papoudakis · Jifei Song · Shaogang Gong · Jianye HAO · Jun Wang · Kun Shao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#418
Neural Hamilton--Jacobi Characteristic Flows for Optimal Transport
In Poster Session 4 Pavilion 3
Yesom Park · Shu Liu · Mo Zhou · Stanley J Osher
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#417
Shuffling the Data, Extrapolating the Step: Sharper Bias In Constant Step-Size SGD
In Poster Session 4 Pavilion 3
Konstantinos Emmanouilidis · Emmanouil-Vasileios Vlatakis-Gkaragkounis · Rene Vidal
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3408
Evaluating Cross-Modal Reasoning Ability and Problem Characteristics with Multimodal Item Response Theory
In Poster Session 4 Pavilion 4
Shunki Uebayashi · Kento Masui · Kyohei Atarashi · Han Bao · Hisashi Kashima · Naoto Inoue · Mayu Otani · Koh Takeuchi
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1003
Scalable Second-order Riemannian Optimization for $K$-means Clustering
In Poster Session 4 Pavilion 3
Peng Xu ⋅ Chun Ying Hou ⋅ Xiaohui Chen ⋅ Richard Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3409
Calibrated Information Bottleneck for Trusted Multi-modal Clustering
In Poster Session 4 Pavilion 4
Shizhe Hu ⋅ Zhangwen Gou ⋅ Shuaiju Li ⋅ Jin Qin ⋅ Xiaoheng Jiang ⋅ Pei Lv ⋅ Mingliang Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#416
From Fields to Random Trees
In Poster Session 4 Pavilion 3
Yaomin Wang · Xiaodong Luo · Tianshu Yu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3410
Demystifying Supervision Data Generalization in Multimodal LMs
In Poster Session 4 Pavilion 4
Xuan Qi · Luxi He · Dan Roth · Xingyu Fu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#415
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
In Poster Session 4 Pavilion 3
Lakshya A Agrawal · Shangyin Tan · Dilara Soylu · Noah Ziems · Rishi Khare · Krista Opsahl-Ong · Arnav Singhvi · Herumb Shandilya · Michael J Ryan · Meng Jiang · Christopher Potts · Koushik Sen · Alex Dimakis · Ion Stoica · Dan Klein · Matei Zaharia · Omar Khattab
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#414
Unlocking the Potential of Weighting Methods in Federated Learning Through Communication Compression
In Poster Session 4 Pavilion 3
Valerii Parfenov · Nail Bashirov · Daniil Medyakov · Dmitry Bylinkin · Aleksandr Beznosikov
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3411
Point-UQ: An Uncertainty-Quantification Paradigm for Point Cloud Few-Shot Class Incremental Learning
In Poster Session 4 Pavilion 4
Xiangqi Li · Libo Huang · Jiarui Zhao · Weilun Feng · Chuanguang Yang · Zhulin An · Yongjun Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3412
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations
In Poster Session 4 Pavilion 4
Linjie Li · Mahtab Bigverdi · Jiawei Gu · Zixian Ma · Yinuo Yang · Ziang Li · Yejin Choi · Ranjay Krishna
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#413
DualMap: Enabling Both Cache Affinity and Load Balancing for Distributed LLM Serving
In Poster Session 4 Pavilion 3
Ying Yuan ⋅ Pengfei Zuo ⋅ Bo Wang ⋅ Zhangyu Chen ⋅ Zhipeng Tan ⋅ Zhou Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#412
Bridging Generalization Gap of Heterogeneous Federated Clients Using Generative Models
In Poster Session 4 Pavilion 3
Ziru Niu · Hai Dong · A. K. Qin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3413
ERGO: Efficient High-Resolution Visual Understanding for Vision-Language Models
In Poster Session 4 Pavilion 4
Jewon Lee ⋅ Wooksu Shin ⋅ Seungmin Yang ⋅ Ki-Ung Song ⋅ DongUk Lim ⋅ Jaeyeon Kim ⋅ Tae-Ho Kim ⋅ Bo-Kyeong Kim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3414
Measure Twice, Cut Once: A Semantic-Oriented Approach to Video Temporal Localization with Video LLMs
In Poster Session 4 Pavilion 4
Zongshang Pang · Mayu Otani · Yuta Nakashima
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#411
On Coreset for LASSO Regression Problem with Sensitivity Sampling
In Poster Session 4 Pavilion 3
Yuanbin Zou · Junyu Huang · Jianxin Wang · Qilong Feng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3415
HierLoc: Hyperbolic Entity Embeddings for Hierarchical Visual Geolocation
In Poster Session 4 Pavilion 4
Hari Krishna Gadi · Daniel Matos · Hongyi Luo · Lu Liu · Yongliang Wang · Yanfeng Zhang · Liqiu Meng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#410
Randomization Boosts KV Caching, Learning Balances Query Load: A Joint Perspective
In Poster Session 4 Pavilion 3
Fangzhou Wu ⋅ Sandeep Silwal ⋅ Qiuyi (Richard) Zhang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#409
Weight Decay may matter more than µP for Learning Rate Transfer in Practice
In Poster Session 4 Pavilion 3
Atli Kosson · Jeremy Welborn · Yang Liu · Martin Jaggi · Xi Chen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3416
WALT: Web Agents that Learn Tools
In Poster Session 4 Pavilion 4
Viraj Prabhu ⋅ Yutong Dai ⋅ Matthew Fernandez ⋅ Krithika Ramakrishnan ⋅ Jing Gu ⋅ Yanqi Luo ⋅ silvio savarese ⋅ Caiming Xiong ⋅ Junnan Li ⋅ Zeyuan Chen ⋅ Ran Xu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3417
Multimodal Dataset Distillation Made Simple by Prototype-Guided Data Synthesis
In Poster Session 4 Pavilion 4
Junhyeok Choi · Sangwoo Mo · Minwoo Chae
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#408
Speculative Actions: A Lossless Framework for Faster AI Agents
In Poster Session 4 Pavilion 3
Naimeng Ye · Arnav Ahuja · Georgios Liargkovas · Yunan Lu · Kostis Kaffes · Tianyi Peng
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#407
The Polar Express: Optimal Matrix Sign Methods and their Application to the Muon Algorithm
In Poster Session 4 Pavilion 3
Noah Amsel · David Persson · Christopher Musco · Robert M. Gower
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3418
ExpVid: A Benchmark for Experiment Video Understanding & Reasoning
In Poster Session 4 Pavilion 4
Yicheng Xu ⋅ Yue Wu ⋅ Jiashuo Yu ⋅ Ziang Yan ⋅ Tianxiang Jiang ⋅ Yinan He ⋅ Qingsong Zhao ⋅ Kai Chen ⋅ Yu Qiao ⋅ Limin Wang ⋅ Manabu Okumura ⋅ Yi Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2002
When Large Multimodal Models Confront Evolving Knowledge: Challenges and Explorations
In Poster Session 4 Pavilion 3
Kailin Jiang · yuntao du · Yukai Ding · Yuchen Ren · Ning Jiang · Zhi Gao · Zilong Zheng · Lei Liu · Bin Li · Qing Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#619
Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs
In Poster Session 4 Pavilion 3
Zhiyu Pan ⋅ Yizheng Wu ⋅ Jiashen Hua ⋅ Junyi Feng ⋅ Shaotian Yan ⋅ Bing Deng ⋅ Zhiguo Cao ⋅ Jieping Ye
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3518
PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing
In Poster Session 4 Pavilion 4
Yiping Xie · bo zhao · Mingtong Dai · Jian-Ping Zhou · Yue Sun · Tao Tan · Weicheng Xie · Linlin Shen · Zitong YU
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#406
Teaching Metric Distance to Discrete Autoregressive Language Models
In Poster Session 4 Pavilion 3
Jiwan Chung · SAEJIN KIM · Yongrae Jo · Jaewoo Park · Dongjun Min · Youngjae Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3517
Self-Aug: Query and Entropy Adaptive Decoding for Large Vision-Language Models
In Poster Session 4 Pavilion 4
Eun Woo Im · Muhammad Kashif Ali · Vivek Gupta
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#405
Corner Gradient Descent
In Poster Session 4 Pavilion 3
Dmitry Yarotsky
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#404
GlowQ: Group-Shared LOw-Rank Approximation for Quantized LLMs
In Poster Session 4 Pavilion 3
Selim An ⋅ Il Suh ⋅ Yeseong Kim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3516
JUDO: A Juxtaposed Domain-Oriented Multimodal Reasoner for Industrial Anomaly QA
In Poster Session 4 Pavilion 4
Hyunju Kang · Woohyun Lee · Jaewon Kim · Hogun Park
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#403
Completed Hyperparameter Transfer across Modules, Width, Depth, Batch and Duration
In Poster Session 4 Pavilion 3
Bruno Mlodozeniec · Pierre Ablin · Louis Béthune · Dan Busbridge · Michal Klein · Jason Ramapuram · marco cuturi
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3515
Part-X-MLLM: Part-aware 3D Multimodal Large Language Model
In Poster Session 4 Pavilion 4
Chunshi Wang · Junliang Ye · Yunhan Yang · YANG LI · Zizhuo Lin · Jun Zhu · Zhuo Chen · Yawei Luo · Chunchao Guo
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3514
Agent-X: Evaluating Deep Multimodal Reasoning in Vision-Centric Agentic Tasks
In Poster Session 4 Pavilion 4
Tajamul Ashraf ⋅ Amal Saqib ⋅ Hanan Gani ⋅ Muhra AlMahri ⋅ Yuhao Li ⋅ Noor Ahsan ⋅ Umair Nawaz ⋅ Jean Lahoud ⋅ Hisham Cholakkal ⋅ Mubarak Shah ⋅ Philip Torr ⋅ Fahad Khan ⋅ Rao Anwer ⋅ Salman Khan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#402
Training Dynamics Impact Post-Training Quantization Robustness
In Poster Session 4 Pavilion 3
Albert Catalan-Tatjer · Niccolò Ajroldi · Jonas Geiping
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3513
FakeXplain: AI-Generated Image Detection via Human-Aligned Grounded Reasoning
In Poster Session 4 Pavilion 4
Yikun Ji ⋅ Yan Hong ⋅ Qi Fan ⋅ jun lan ⋅ Huijia Zhu ⋅ Weiqiang Wang ⋅ Liqing Zhang ⋅ Jianfu Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#401
Special Unitary Parameterized Estimators of Rotation
In Poster Session 4 Pavilion 3
Akshay Chandrasekhar
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#501
Adaptive Regularization for Large-Scale Sparse Feature Embedding Models
In Poster Session 4 Pavilion 3
Mang Li ⋅ Wei Lyu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3512
Wiki-R1: Incentivizing Multimodal Reasoning for Knowledge-based VQA via Data and Sampling Curriculum
In Poster Session 4 Pavilion 4
Shan Ning ⋅ Longtian Qiu ⋅ Xuming He
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3511
Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation
In Poster Session 4 Pavilion 4
Lu Ling ⋅ Chen-Hsuan Lin ⋅ Tsung-Yi Lin ⋅ Yifan Ding ⋅ Yu Zeng ⋅ Yichen Sheng ⋅ Yunhao Ge ⋅ Ming-Yu Liu ⋅ Aniket Bera ⋅ Max Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#502
Clipped Gradient Methods for Nonsmooth Convex Optimization under Heavy-Tailed Noise: A Refined Analysis
In Poster Session 4 Pavilion 3
Zijian Liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#503
Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention
In Poster Session 4 Pavilion 3
Haiquan Qiu · Quanming Yao
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3510
H2OFlow: Grounding Human-Object Affordances with 3D Generative Models and Dense Diffused Flows
In Poster Session 4 Pavilion 4
Harry Zhang · Luca Carlone
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3509
SpatialViz-Bench: A Cognitively-Grounded Benchmark for Diagnosing Spatial Visualization in MLLMs
In Poster Session 4 Pavilion 4
Siting Wang · Minnan Pei · Luoyang Sun · Cheng Deng · Yuchen Li · Kun Shao · Zheng Tian · Haifeng Zhang · Jun Wang
[ Poster]  [ OpenReview] 
Blog Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#504
The 99% Success Paradox: When Near-Perfect Retrieval Equals Random Selection
In Poster Session 4 Pavilion 3
Vyzantinos Repantis ⋅ Harshvardhan Singh ⋅ Tony Joseph ⋅ Cien Zhang ⋅ Akash Vishwakarma ⋅ Svetlana Karslioglu ⋅ Michael Thot ⋅ Ameya Gawde
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#505
WSVD: Weighted Low-Rank Approximation for Fast and Efficient Execution of Low-Precision Vision-Language Models
In Poster Session 4 Pavilion 3
Haiyu Wang · Yutong Wang · Jack Jiang · Sai Qian Zhang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3508
FLARE: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding
In Poster Session 4 Pavilion 4
Zheng Liu · Mengjie Liu · Jingzhou Chen · Jingwei Xu · Bin CUI · Conghui He · Wentao Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#506
Translate Policy to Language: Flow Matching Generated Rewards for LLM Explanations
In Poster Session 4 Pavilion 3
Xinyi Yang · Liang Zeng · Heng Dong · Chao Yu · Xiaoran Wu · Huazhong Yang · Yu Wang · Milind Tambe · Tonghan Wang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3507
SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models
In Poster Session 4 Pavilion 4
Hongxing Li · Dingming Li · Zixuan Wang · Yuchen Yan · Hang Wu · Wenqi Zhang · Yongliang Shen · Weiming Lu · Jun Xiao · Yueting Zhuang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3506
Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs
In Poster Session 4 Pavilion 4
Yi Zhang ⋅ Bolin Ni ⋅ Xin-Sheng Chen ⋅ Hengrui Zhang ⋅ Yongming Rao ⋅ Houwen Peng ⋅ Qinglin Lu ⋅ Winston Hu ⋅ Meng-Hao Guo ⋅ Shi-min Hu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#507
Programming by Backprop: An Instruction is Worth 100 Examples When Finetuning LLMs
In Poster Session 4 Pavilion 3
Jonathan Cook · Silvia Sapora · Arash Ahmadian · Akbir Khan · Tim Rocktaeschel · Jakob Foerster · Laura Ruis
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3505
MotionSight: Boosting Fine-Grained Motion Understanding in Multimodal LLMs
In Poster Session 4 Pavilion 4
Yipeng Du ⋅ Tiehan Fan ⋅ Kepan Nan ⋅ Rui Xie ⋅ Penghao Zhou ⋅ Xiang Li ⋅ Jian Yang ⋅ Zhenheng Yang ⋅ Ying Tai
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#508
Text summarization via global structure awareness
In Poster Session 4 Pavilion 3
Jiaquan Zhang · Chaoning Zhang · Shuxu Chen · Yibei Liu · Chenghao Li · Qigan Sun · Shuai Yuan · Fachrina Puspitasari · Dongshen Han · Guoqing Wang · Sung-Ho Bae · Yang Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3504
HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes
In Poster Session 4 Pavilion 4
Keliang Li ⋅ Hongze Shen ⋅ Hao Shi ⋅ RuiBing Hou ⋅ Hong Chang ⋅ Jie Huang ⋅ Chenghao Jia ⋅ Wen Wang ⋅ Yiling Wu ⋅ Dongmei Jiang ⋅ Shiguang Shan ⋅ Xilin CHEN
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#509
Reasoning Models Can be Accurately Pruned Via Chain-of-Thought Reconstruction
In Poster Session 4 Pavilion 3
Ryan Lucas · Kayhan Behdin · Zhipeng Wang · Qingquan Song · shao tang · Rahul Mazumder
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3503
Importance Sampling for Multi-Negative Multimodal Direct Preference Optimization
In Poster Session 4 Pavilion 4
Xintong Li ⋅ Chuhan Wang ⋅ Junda Wu ⋅ Rohan Surana ⋅ Tong Yu ⋅ Julian McAuley ⋅ Jingbo Shang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#510
Boosting Entropy with Bell Box Quantization
In Poster Session 4 Pavilion 3
Ningfeng Yang ⋅ Tor Aamodt
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3502
MMReD: a Cross-Modal Benchmark for Dense Context Reasoning
In Poster Session 4 Pavilion 4
Maxim Kurkin · Boris Shirokikh · IRINA ABDULLAEVA · Viktoriia Chekalina · Andrey Kuznetsov
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#511
Stochastic Self-Organization in Multi-Agent Systems
In Poster Session 4 Pavilion 3
Nurbek Tastan · Samuel Horváth · Karthik Nandakumar
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3501
Vision-SR1: Self-Rewarding Vision-Language Model via Reasoning Decomposition and Multi-Reward Policy Optimization
In Poster Session 4 Pavilion 4
Zongxia Li · Wenhao Yu · Chengsong Huang · Zhenwen Liang · Rui Liu · Fuxiao Liu · Jingxi Chen · Dian Yu · Jordan Boyd-Graber · Haitao Mi · Dong Yu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#512
Making, Not Taking, the Best of N
In Poster Session 4 Pavilion 3
Ammar Khairi ⋅ Daniel Dsouza ⋅ Marzieh Fadaee ⋅ Julia Kreutzer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3601
VideoZoomer: Reinforcement-Learned Temporal Focusing for Long Video Reasoning
In Poster Session 4 Pavilion 4
Yang Ding · Xin Lai · Yizhen Zhang · Wei Li · Ruihang Chu · Yujiu Yang
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#513
Universal Model Routing for Efficient LLM Inference
In Poster Session 4 Pavilion 3
Wittawat Jitkrittum ⋅ Harikrishna Narasimhan ⋅ Ankit Singh Rawat ⋅ Jeevesh Juneja ⋅ Congchao Wang ⋅ Zifeng Wang ⋅ Alec Go ⋅ Chen-Yu Lee ⋅ Pradeep Shenoy ⋅ Rina Panigrahy ⋅ Aditya Krishna Menon ⋅ Sanjiv Kumar
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3602
WebWatcher: Breaking New Frontiers of Vision-Language Deep Research Agent
In Poster Session 4 Pavilion 4
Xinyu Geng · Peng Xia · Zhen Zhang · Xinyu Wang · Qiuchen Wang · Ruixue Ding · Chenxi Wang · Jialong Wu · Kuan Li · Yida Zhao · Huifeng Yin · Yong Jiang · Pengjun Xie · Fei Huang · Huaxiu Yao · Yi R. Fung · Jingren Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#514
GPG: A Simple and Strong Reinforcement Learning Baseline for Model Reasoning
In Poster Session 4 Pavilion 3
Xiangxiang Chu · Hailang Huang · Xiao Zhang · Fei Wei · Yong Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3603
Spatial CAPTCHA: Generatively Benchmarking Spatial Reasoning for Human-Machine Differentiation
In Poster Session 4 Pavilion 4
Arina Kharlamova · Bowei He · Chen Ma · Xue Liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#515
Pre-training under infinite compute
In Poster Session 4 Pavilion 3
Konwoo Kim · Suhas Kotha · Percy Liang · Tatsunori Hashimoto
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#516
RECON: Robust symmetry discovery via Explicit Canonical Orientation Normalization
In Poster Session 4 Pavilion 3
Alonso Urbano ⋅ David Wilson Romero ⋅ Max Zimmer ⋅ Sebastian Pokutta
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3604
AQuA: Toward Strategic Response Generation for Ambiguous Visual Questions
In Poster Session 4 Pavilion 4
Jihyoung Jang ⋅ Hyounghun Kim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3605
Decomposed Attention Fusion in MLLMs for Training-free Video Reasoning Segmentation
In Poster Session 4 Pavilion 4
Su Ho Han ⋅ Jeongseok Hyun ⋅ Pilhyeon Lee ⋅ Minho Shim ⋅ Dongyoon Wee ⋅ Seon Joo Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#517
Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model
In Poster Session 4 Pavilion 3
Moritz Akiya Zanger ⋅ Pascal R Van der Vaart ⋅ Wendelin Boehmer ⋅ Matthijs T. J. Spaan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3606
TABLET: A Large-Scale Dataset for Robust Visual Table Understanding
In Poster Session 4 Pavilion 4
Iñigo Alonso ⋅ Imanol Miranda ⋅ Eneko Agirre ⋅ Mirella Lapata
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#518
Inconsistency Biases in Dynamic Data Pruning
In Poster Session 4 Pavilion 3
Qing Zhou · Tao Yang · Bingxuan Zhao · Hongyuan Zhang · Junyu Gao · Qi Wang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3607
SCoT: Teaching 3D-LLMs to Think Spatially with Million-scale CoT Annotations
In Poster Session 4 Pavilion 4
Jinpeng Li · Haiping Wang · Jiabin chen · Yuan Liu · Zhen Dong · Bisheng Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#519
Hierarchy Decoding: A Training-free Parallel Decoding Strategy for Diffusion Large Language Models
In Poster Session 4 Pavilion 3
Xiaojing Qi · Lun Du · Xinyuan Zhang · Lanning Wei · Tao Jin · Da Zheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#520
Improving Block-Wise LLM Quantization by 4-bit Block-Wise Optimal Float (BOF4): Analysis and Variations
In Poster Session 4 Pavilion 3
Patrick Blumenberg ⋅ Thomas Graave ⋅ Tim Fingscheidt
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3608
VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration
In Poster Session 4 Pavilion 4
Hanxun Yu · Wentong Li · Xuan Qu · Song Wang · Junbo Chen · Jianke Zhu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3609
VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning
In Poster Session 4 Pavilion 4
Ye Liu · Kevin Qinghong Lin · Chang-Wen Chen · Mike Zheng Shou
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#521
How Learning Rate Decay Wastes Your Best Data in Curriculum-Based LLM Pretraining
In Poster Session 4 Pavilion 3
Kairong Luo · Zhenbo Sun · Haodong Wen · Xinyu Shi · Jiarui Cui · Chenyi Dang · Kaifeng Lyu · Wenguang Chen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#522
Understanding the Mixture-of-Experts with Nadaraya-Watson Kernel
In Poster Session 4 Pavilion 3
Chuanyang Zheng · Jiankai Sun · Yihang Gao · Enze Xie · Yuehao Wang · Peihao Wang · Ting Xu · Matthew Chang · Liliang Ren · Jingyao Li · Jing Xiong · Kashif Rasul · Mac Schwager · Anderson Schneider · Zhangyang Wang · Yuriy Nevmyvaka
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3610
IVC-Prune: Revealing the Implicit Visual Coordinates in LVLMs for Vision Token Pruning
In Poster Session 4 Pavilion 4
Zhichao Sun · Yidong Ma · Gang Liu · Yibo Chen · Xu Tang · Yao Hu · Yongchao Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#523
WSM: Decay-Free Learning Rate Schedule via Checkpoint Merging for LLM Pre-training
In Poster Session 4 Pavilion 3
Changxin Tian ⋅ Jiapeng Wang ⋅ Qian Zhao ⋅ Kunlong Chen ⋅ Jia Liu ⋅ Ziqi Liu ⋅ Jiaxin Mao ⋅ Xin Zhao ⋅ Zhiqiang Zhang ⋅ JUN ZHOU
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3611
Bongard-RWR+: Real-World Representations of Fine-Grained Concepts in Bongard Problems
In Poster Session 4 Pavilion 4
Szymon Pawlonka ⋅ Mikołaj Małkiński ⋅ Jacek Mańdziuk
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#524
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing
In Poster Session 4 Pavilion 3
Wenbing Li · Zikai Song · Hang Zhou · Junqing Yu · Yunyao Zhang · Wei Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#525
TS$^2$: Training with Sparsemax+, Testing with Softmax for Accurate and Diverse LLM Fine-Tuning
In Poster Session 4 Pavilion 3
Ziyang Xu ⋅ Ananthu Rajendran Pillai ⋅ Yinghua Yao ⋅ Yuangang Pan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3613
VisioMath: Benchmarking Figure-based Mathematical Reasoning in LMMs
In Poster Session 4 Pavilion 4
Can Li · Ying Liu · Ting Zhang · Mei Wang · Hua Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#526
Learning Global Hypothesis Space for Enhancing Synergistic Reasoning Chain
In Poster Session 4 Pavilion 3
Jiaquan Zhang · Chaoning Zhang · Shuxu Chen · Xudong Wang · Zhenzhen Huang · Pengcheng Zheng · Shuai Yuan · Sheng Zheng · Qigan Sun · Jie Zou · LIK-HANG LEE · Yang Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3614
IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video?
In Poster Session 4 Pavilion 4
Yang Chen ⋅ Minghao Liu ⋅ Yufan Shen ⋅ Yunwen Li ⋅ Tianyuan Huang ⋅ Xinyu Fang ⋅ Tianyu Zheng ⋅ Wenxuan Huang ⋅ Cheng Yang ⋅ Licheng Wen ⋅ Xuemeng Yang ⋅ DAOCHENG FU ⋅ Jianbiao Mei ⋅ Rong Wu ⋅ Song Mao ⋅ Qunshu Lin ⋅ Zhi Yu ⋅ Yongliang Shen ⋅ Yu Qiao ⋅ Botian Shi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3615
CoT-RVS: Zero-Shot Chain-of-Thought Reasoning Segmentation for Videos
In Poster Session 4 Pavilion 4
Shiu-Hong Kao · Yu-Wing Tai · Chi-Keung Tang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#626
Exposing Mixture and Annotating Confusion for Active Universal Test-Time Adaptation
In Poster Session 4 Pavilion 3
Jiayao Tan · Fan Lyu · Chenggong Ni · Fuyuan Hu · Wei Feng · Rui Yao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#625
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter
In Poster Session 4 Pavilion 3
Zihang Li · Yangdong Ruan · Wenjun Liu · Zhengyang Wang · Tong Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3616
FOCUS: Efficient Keyframe Selection for Long Video Understanding
In Poster Session 4 Pavilion 4
Zirui Zhu · Hailun Xu · Yang Luo · LIU YONG · Kanchan Sarkar · Zhenheng Yang · Yang You
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#708
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
In Poster Session 4 Pavilion 3
Qizheng Zhang ⋅ Changran Hu ⋅ Shubhangi Upasani ⋅ Boyuan Ma ⋅ Fenglu Hong ⋅ Vamsidhar Kamanuru ⋅ Jay Rainton ⋅ Chen Wu ⋅ Mengmeng Ji ⋅ Hanchen Li ⋅ Urmish Thakker ⋅ James Y Zou ⋅ Kunle Olukotun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#624
Mini-cluster Guided Long-tailed Deep Clustering
In Poster Session 4 Pavilion 3
Zhixin Li · Yuheng Jia · Guanliang Chen · Hui LIU · Junhui Hou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3617
OVSeg3R: Learn Open-vocabulary Instance Segmentation from 2D via 3D Reconstruction
In Poster Session 4 Pavilion 4
Hongyang Li · Jinyuan Qu · Lei Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#623
Efficient Resource-Constrained Training of Transformers via Subspace Optimization
In Poster Session 4 Pavilion 3
Le-Trung Nguyen · Enzo Tartaglione · Van-Tam Nguyen
[ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#622
FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness
In Poster Session 4 Pavilion 3
Vincent Abbott · Gioele Zardini
[ Poster] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3718
From Pixels to Semantics: Unified Facial Action Representation Learning for Micro-Expression Analysis
In Poster Session 4 Pavilion 4
Yicheng Deng ⋅ Hideaki Hayashi ⋅ Hajime Nagahara
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3717
Dual Distillation for Few-Shot Anomaly Detection
In Poster Session 4 Pavilion 4
Le Dong · Qinzhong Tan · Chunlei Li · Jingliang Hu · Yilei Shi · Weisheng Dong · Xiaoxiang Zhu · Lichao Mou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3716
Reasoning-Driven Multimodal LLM for Domain Generalization
In Poster Session 4 Pavilion 4
Zhipeng Xu ⋅ Zilong Wang ⋅ Xinyang Jiang ⋅ Dongsheng Li ⋅ De Cheng ⋅ Nannan Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#620
Multi-Head Low-Rank Attention
In Poster Session 4 Pavilion 3
Songtao Liu · Hongwu Peng · Zhiwei Zhang · Zhengyu Chen · Yue Guo
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3715
Let's Split Up: Zero-Shot Classifier Edits for Fine-Grained Video Understanding
In Poster Session 4 Pavilion 4
Kaiting Liu · Hazel Doughty
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3714
Interpretable 3D Neural Object Volumes for Robust Conceptual Reasoning
In Poster Session 4 Pavilion 4
Nhi Pham ⋅ Artur Jesslen ⋅ Bernt Schiele ⋅ Adam Kortylewski ⋅ Jonas Fischer
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#618
IA2: Alignment with ICL Activations improves Supervised Fine-Tuning
In Poster Session 4 Pavilion 3
Aayush Mishra ⋅ Daniel Khashabi ⋅ Anqi Liu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3713
Attention, Please! Revisiting Attentive Probing Through the Lens of Efficiency
In Poster Session 4 Pavilion 4
Bill Psomas ⋅ Dionysios Christopoulos ⋅ Eirini Baltzi ⋅ Ioannis Kakogeorgiou ⋅ Tilemachos Aravanis ⋅ Nikos Komodakis ⋅ Konstantinos Karantzalos ⋅ Yannis Avrithis ⋅ Giorgos Tolias
[ Slides]  [ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2004
Training Dynamics of the Cooldown Stage in Warmup-Stable-Decay Learning Rate Scheduler
In Poster Session 4 Pavilion 3
Aleksandr Dremov · Alexander Hägele · Atli Kosson · Martin Jaggi
[ Poster] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#616
Learned Meta-Tokens for Language Modeling
In Poster Session 4 Pavilion 3
Alok Shah · Khush Gupta · Keshav Ramji · Pratik A Chaudhari
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3712
QueryStream: Advancing Streaming Video Understanding with Query-Aware Pruning and Proactive Response
In Poster Session 4 Pavilion 4
Kairui Zhang · Zhenyu Yang · Bing Wang · Shengsheng Qian · Changsheng Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#615
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length Extrapolation
In Poster Session 4 Pavilion 3
Arthur S. Bianchessi ⋅ Yasmin C. Aguirre ⋅ Rodrigo C Barros ⋅ Lucas S. Kupssinskü
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3711
Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment
In Poster Session 4 Pavilion 4
Zheng Chen ⋅ Xun Zhang ⋅ Wenbo Li ⋅ Renjing Pei ⋅ Fenglong Song ⋅ Xiongkuo Min ⋅ Xiaohong Liu ⋅ Xin Yuan ⋅ Yong Guo ⋅ Yulun Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#614
FSA: An Alternative Efficient Implementation of Native Sparse Attention Kernel
In Poster Session 4 Pavilion 3
Ran Yan · YOUHE JIANG · Zhuoming Chen · Haohui Mai · Beidi Chen · Binhang Yuan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3710
KernelFusion: Zero-Shot Blind Super-Resolution via Patch Diffusion
In Poster Session 4 Pavilion 4
Oliver Heinimann ⋅ Tal Zimbalist ⋅ Assaf Shocher ⋅ michal Irani
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#613
Frayed RoPE and Long Inputs: A Geometric Perspective
In Poster Session 4 Pavilion 3
Davis Wertheimer · Aozhong Zhang · Derrick Liu · Penghang Yin · Naigang Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3709
DiffuDETR: Rethinking Detection Transformers with Denoising Diffusion Process
In Poster Session 4 Pavilion 4
Youssof Nawar ⋅ Mohamed Badran ⋅ Marwan Torki
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#612
LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation
In Poster Session 4 Pavilion 3
Jinwoo Ahn ⋅ Ingyu Seong ⋅ Akhil Kedia ⋅ Junhan Kim ⋅ Hyemi Jang ⋅ Kangwook Lee ⋅ Yongkweon Jeon
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3708
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
In Poster Session 4 Pavilion 4
Jingbo Lin · Zhilu Zhang · Wenbo Li · Renjing Pei · Hang Xu · Hongzhi Zhang · Wangmeng Zuo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3707
Hilbert-Guided Sparse Local Attention
In Poster Session 4 Pavilion 4
Yunge Li · Lanyu Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#611
ReST-KV: Robust KV Cache Eviction with Layer-wise Output Reconstruction and Spatial-Temporal Smoothing
In Poster Session 4 Pavilion 3
Yongqi An ⋅ Chang Lu ⋅ Kuan Zhu ⋅ Tao Yu ⋅ Chaoyang Zhao ⋅ Hong Wu ⋅ Ming Tang ⋅ Jinqiao Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3706
Measuring the Intrinsic Dimension of Earth Representations
In Poster Session 4 Pavilion 4
Arjun Rao · Marc Rußwurm · Konstantin Klemmer · Esther Rolf
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#610
Frequency Bands in RoPE: Base Frequency and Context Length Shape the Interpolation–Extrapolation Trade-off
In Poster Session 4 Pavilion 3
Yui Oka · Itsumi Saito · Kyosuke Nishida · Kuniko Saito
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#609
Massive Memorization with Hundreds of Trillions of Parameters for Sequential Transducer Generative Recommenders
In Poster Session 4 Pavilion 3
Zhimin Chen ⋅ Chenyu Zhao ⋅ Ka Mo ⋅ Yunjiang Jiang ⋅ Jane Lee ⋅ KHUSHHALL CHANDRA MAHAJAN ⋅ Ning Jiang ⋅ Kai Ren ⋅ Charlie Li ⋅ Wen-Yun Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3705
EmotionHallucer: Evaluating Emotion Hallucinations in Multimodal Large Language Models
In Poster Session 4 Pavilion 4
Bohao Xing · Xin Liu · Guoying Zhao · Chengyu Liu · Xiaolan Fu · Heikki Kälviäinen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#608
CARE: Covariance-Aware and Rank-Enhanced Decomposition for Enabling Multi-Head Latent Attention
In Poster Session 4 Pavilion 3
Zhongzhu Zhou ⋅ Fengxiang Bie ⋅ Ziyan Chen ⋅ Zhenyu Zhang ⋅ Yibo Yang ⋅ Junxiong Wang ⋅ Ben Athiwaratkun ⋅ Xiaoxia (Shirley) Wu ⋅ Shuaiwen Song
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3704
VoMP: Predicting Volumetric Mechanical Property Fields
In Poster Session 4 Pavilion 4
Rishit Dagli ⋅ Donglai Xiang ⋅ Vismay Modi ⋅ Charles Loop ⋅ Clement Fuji Tsang ⋅ Anka He Chen ⋅ Anita Hu ⋅ Gavriel State ⋅ David I.W. ⋅ Maria Shugrina
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#607
Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs
In Poster Session 4 Pavilion 3
Xiaoran Liu · Yuerong Song · Zhigeng Liu · Zengfeng Huang · Qipeng Guo · Zhaoxiang Liu · Shiguo Lian · Ziwei He · Xipeng Qiu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#606
DPad: Efficient Diffusion Language Models with Suffix Dropout
In Poster Session 4 Pavilion 3
Xinhua Chen ⋅ Sitao Huang ⋅ Cong Guo ⋅ Chiyue Wei ⋅ Yintao He ⋅ Jianyi Zhang ⋅ Hai Li ⋅ Yiran Chen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3702
Asymmetric Synthetic Data Update for Domain Incremental Dataset Distillation
In Poster Session 4 Pavilion 4
Minyoung Oh · Jae-Young Sim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3701
Exploring State-Space Models for Data-Specific Neural Representations
In Poster Session 4 Pavilion 4
Jinsung Lee · Suha Kwak
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#605
GoR: A Unified and Extensible Generative Framework for Ordinal Regression
In Poster Session 4 Pavilion 3
Hongxu Ma ⋅ Han Zhou ⋅ Kai Tian ⋅ Xuefeng Zhang ⋅ Chunjie Chen ⋅ Han Li ⋅ Jihong Guan ⋅ Shuigeng Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3801
Parameterization-Based Dataset Distillation of 3D Point Clouds through Learnable Shape Morphing
In Poster Session 4 Pavilion 4
Dongwook Kim · Jae-Young Yim · Jae-Young Sim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#604
MesaNet: Sequence Modeling by Locally Optimal Test-Time Training
In Poster Session 4 Pavilion 3
Johannes von Oswald · Nino Scherrer · Seijin Kobayashi · Luca Versari · Songlin Yang · Maximilian Schlegel · Kaitlin Maile · Yanick Schimpf · Oliver Sieberling · Alexander Meulemans · Guillaume Lajoie · Rif A. Saurous · Charlotte Frenkel · Razvan Pascanu · Blaise Aguera y Arcas · Joao Sacramento
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3802
Bootstrapping MLLM for Weakly‑Supervised Class‑Agnostic Object Counting
In Poster Session 4 Pavilion 4
Xiaowen Zhang · Zijie Yue · Yong Luo · Cai Zhao · Qijun Chen · Miaojing Shi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#603
Expert Divergence Learning for MoE-based Language Models
In Poster Session 4 Pavilion 3
Jiaang Li · Haibin Chen · langming liu · Yujin Yuan · Yadao Wang · Yizhen Zhang · Chengting Yu · Xin Tong · Weidong Zhang · Shilei Liu · wenbo su · Bo Zheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#602
Flatter Tokens are More Valuable for Speculative Draft Model Training
In Poster Session 4 Pavilion 3
Jiaming Fan · CAO DAMING · Xiangzhong Luo · Jiale Fu · CHONGHAN LIU · xu yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3803
CoEmoGen: Towards Semantically-Coherent and Scalable Emotional Image Content Generation
In Poster Session 4 Pavilion 4
Kaishen Yuan · Yuting Zhang · Shang Gao · Yijie Zhu · Wenshuo Chen · Yutao Yue
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3804
MotionGPT3: Human Motion as a Second Modality
In Poster Session 4 Pavilion 4
Bingfan Zhu · Biao Jiang · Sunyi Wang · SHIXIANG TANG · Tao Chen · Linjie Luo · Youyi Zheng · Xin Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#601
FAST‑DIPS: Adjoint‑Free Analytic Steps and Hard‑Constrained Likelihood Correction for Diffusion‑Prior Inverse Problems
In Poster Session 4 Pavilion 3
Minwoo Kim ⋅ Seunghyeok Shin ⋅ Hongki Lim
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#701
Partition Generative Modeling: Masked Modeling Without Masks
In Poster Session 4 Pavilion 3
Justin Deschenaux · Lan Tran · Caglar Gulcehre
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3805
Anime-Ready: Controllable 3D Anime Character Generation with Body-Aligned Component-Wise Garment Modeling
In Poster Session 4 Pavilion 4
Jiachen Qian · Hongye Yang · Youtian Lin · tianhao zhao · Feihu Zhang · Yao Yao · Hengshuang Zhao
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#702
NeRV-Diffusion: Diffuse Implicit Neural Representation for Video Synthesis
In Poster Session 4 Pavilion 3
Yixuan Ren ⋅ Hanyu Wang ⋅ Bo He ⋅ Hao Chen ⋅ Abhinav Shrivastava
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3806
LiFR-Seg: Anytime High-Frame-Rate Segmentation via Event-Guided Propagation
In Poster Session 4 Pavilion 4
Xiaoshan Wu · Xiaoyang Lyu · Yifei Yu · Bo Wang · Zhongrui Wang · XIAOJUAN QI
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3807
DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts
In Poster Session 4 Pavilion 4
Bo Qian · Dahu Shi · Xing Wei
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#703
Semantic-aware Wasserstein Policy Regularization for Large Language Model Alignment
In Poster Session 4 Pavilion 3
Byeonghu Na ⋅ Hyungho Na ⋅ Yeongmin Kim ⋅ Suhyeon Jo ⋅ HeeSun Bae ⋅ Mina Kang ⋅ Il-chul Moon
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#704
Continuous Chain of Thought Enables Parallel Exploration and Reasoning
In Poster Session 4 Pavilion 3
Alperen Gozeten · Muhammed Ildiz · Xuechen Zhang · Hrayr Harutyunyan · Ankit Singh Rawat · Samet Oymak
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3808
Operationalizing Data Minimization for Privacy-Preserving LLM Prompting
In Poster Session 4 Pavilion 4
Jijie Zhou ⋅ Niloofar Mireshghallah ⋅ Tianshi Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#705
Measurement Score-Based Diffusion Model
In Poster Session 4 Pavilion 3
Chicago Y. Park ⋅ Shirin Shoushtari ⋅ Hongyu An ⋅ Ulugbek Kamilov
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3809
Natural Identifiers for Privacy and Data Audits in Large Language Models
In Poster Session 4 Pavilion 4
Lorenzo Rossi · Bartłomiej Marek · Franziska Boenisch · Adam Dziedzic
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3318
Fine-Grained Activation Steering: Steering Less, Achieving More
In Poster Session 4 Pavilion 4
Zijian Feng · Tianjiao Li · Zixiao Zhu · Hanzhang Zhou · Junlang Qian · Li Zhang · Chua Deryl · Lee Mak · Gee Ng · Kezhi Mao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#706
LoRAGen: Structure-Aware Weight Space Learning for LoRA Generation
In Poster Session 4 Pavilion 3
Hao huang · Jingtao Ding · Mengqi Liao · Xin Wang · Jinyang Ban · Yuan Yuan · Huaiyu Wan · Yong Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3810
Mitigating Privacy Risk via Forget Set-Free Unlearning
In Poster Session 4 Pavilion 4
Aviraj Newatia · Michael Cooper · Viet Nguyen · Rahul G. Krishnan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3811
Secure Outlier-Aware Large Language Model Inference
In Poster Session 4 Pavilion 4
Lifan Zhao ⋅ Zhixuan Fang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#707
PASER: Post-Training Data Selection for Efficient Pruned Large Language Model Recovery
In Poster Session 4 Pavilion 3
Bowei He · Lihao Yin · Huiling Zhen · Xiaokun Zhang · Mingxuan Yuan · Chen Ma
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3812
A Law of Data Reconstruction for Random Features (And Beyond)
In Poster Session 4 Pavilion 4
Leonardo Iurada ⋅ Simone Bombari ⋅ Tatiana Tommasi ⋅ Marco Mondelli
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3813
Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning
In Poster Session 4 Pavilion 4
Wassim Bouaziz · Mathurin VIDEAU · Nicolas Usunier · El-Mahdi El-Mhamdi
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#709
Avey-B
In Poster Session 4 Pavilion 3
Devang Acharya ⋅ Mohammad Hammoud
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3814
ULD-Net: Enabling Ultra-Low-Degree Fully Polynomial Networks for Homomorphically Encrypted Inference
In Poster Session 4 Pavilion 4
Xi Xie · Ran Ran · Jiahui Zhao · Bin Lei · Zhijie Shi · Wujie Wen · Caiwen Ding
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#710
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation
In Poster Session 4 Pavilion 3
Zhuoyang Zhang · Luke Huang · Chengyue Wu · Shang Yang · Kelly Peng · Yao Lu · Song Han
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#711
Entering the Era of Discrete Diffusion Models: A Benchmark for Schrödinger Bridges and Entropic Optimal Transport
In Poster Session 4 Pavilion 3
Xavier Aramayo Carrasco ⋅ Grigoriy Ksenofontov ⋅ Aleksei Leonov ⋅ Iaroslav Koshelev ⋅ Aleksandr Korotin
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3815
INO-SGD: Addressing Utility Imbalance under Individualized Differential Privacy
In Poster Session 4 Pavilion 4
Xiao Tian · Jue Fan · Rachael Hwee Ling Sim · Bryan Kian Hsiang Low
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#712
Optimal Sparsity of Mixture-of-Experts Language Models for Reasoning Tasks
In Poster Session 4 Pavilion 3
Taishi Nakamura · Satoki Ishikawa · Masaki Kawamura · Okamoto · Daisuke Nohara · Jun Suzuki · Rio Yokota
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3816
Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGD
In Poster Session 4 Pavilion 4
Nikita Kalinin · Ryan McKenna · Jalaj Upadhyay · Christoph Lampert
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#713
VSF: Simple, Efficient, and Effective Negative Guidance in Few-Step Image Generation Models By Value Sign Flip
In Poster Session 4 Pavilion 3
Wenqi Guo · Shan Du
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3817
Convergent Differential Privacy Analysis for General Federated Learning
In Poster Session 4 Pavilion 4
Yan Sun · Qixin ZHANG · Li Shen · Dacheng Tao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3818
Secure Inference for Diffusion Models via Unconditional Scores
In Poster Session 4 Pavilion 4
Jaeyun Song ⋅ Geondo Park ⋅ Uigyu Kim ⋅ Joonhyung Park ⋅ Eunho Yang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#714
CR-Net: Scaling Parameter-Efficient Training with Cross-Layer Low-Rank Structure
In Poster Session 4 Pavilion 3
Boao Kong · Junzhu Liang · Yuxi Liu · Renjia Deng · Kun Yuan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#715
InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models
In Poster Session 4 Pavilion 3
Yuchen Yan ⋅ Yongliang Shen ⋅ Yang Liu ⋅ Jin Jiang ⋅ Mengdi Zhang ⋅ Jian Shao ⋅ Yueting Zhuang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3918
Protection against Source Inference Attacks in Federated Learning
In Poster Session 4 Pavilion 4
Andreas Athanasiou ⋅ Kangsoo Jung ⋅ Catuscia Palamidessi
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#716
WeTok: Powerful Discrete Tokenization for High-Fidelity Visual Reconstruction
In Poster Session 4 Pavilion 3
Shaobin Zhuang ⋅ Yiwei Guo ⋅ Fangyikang Wang ⋅ Canmiao Fu ⋅ Zhipeng Huang ⋅ Zeyue Tian ⋅ Xiaohui Li ⋅ Ying Zhang ⋅ Chen Li ⋅ Yali Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3917
ReTrace: Reinforcement Learning-Guided Reconstruction Attacks on Machine Unlearning
In Poster Session 4 Pavilion 4
Mengyao Ma · Shuofeng Liu · Minhui Xue · Surya Nepal · Guangdong Bai
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#717
Retrospective Sparse Attention for Efficient Long-Context Generation
In Poster Session 4 Pavilion 3
Seonghwan Choi · Beomseok Kang · Dongwon Jo · jae-joon kim
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3916
Don't Shift the Trigger: Robust Gradient Ascent for Backdoor Unlearning
In Poster Session 4 Pavilion 4
Xingyi Zhao ⋅ Tian Xie ⋅ Xiaojun Qi ⋅ Depeng Xu ⋅ Shuhan Yuan
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3915
When Priors Backfire: On the Vulnerability of Unlearnable Examples to Pretraining
In Poster Session 4 Pavilion 4
Zhihao Li ⋅ Gezheng Xu ⋅ Jiale Cai ⋅ Ruiyi Fang ⋅ Di Wu ⋅ Qicheng Lao ⋅ Charles Ling ⋅ Boyu Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#718
BézierFlow: Learning Bézier Stochastic Interpolant Schedulers for Few-Step Generation
In Poster Session 4 Pavilion 3
Yunhong Min · Juil Koo · Seungwoo Yoo · Minhyuk Sung
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3914
Fingerprinting Deep Neural Networks for Ownership Protection: An Analytical Approach
In Poster Session 4 Pavilion 4
Guang Yang · Ziye Geng · Yihang Chen · Changqing Luo
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#719
Mitigating Semantic Collapse in Generative Personalization with Test-Time Embedding Adjustment
In Poster Session 4 Pavilion 3
Anh Bui · Thuy-Trang Vu · Trung Le · Junae Kim · Tamas Abraham · Rollin Omari · Amardeep Kaur · Dinh Phung
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#720
STEER AWAY FROM MODE COLLISIONS: IMPROVING COMPOSITION IN DIFFUSION MODELS
In Poster Session 4 Pavilion 3
Debottam Dutta ⋅ Jianchong Chen ⋅ Rajalaxmi Rajagopalan ⋅ Yu-Lin Wei ⋅ Romit Roy Choudhury
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3913
Memorization Through the Lens of Sample Gradients
In Poster Session 4 Pavilion 4
Deepak Ravikumar ⋅ Efstathia Soufleri ⋅ Abolfazl Hashemi ⋅ Kaushik Roy
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#721
wd1: Weighted Policy Optimization for Reasoning in Diffusion Language Models
In Poster Session 4 Pavilion 3
Xiaohang Tang · Rares Dolga · Sangwoong Yoon · Ilija Bogunovic
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3912
Steering Diffusion Models Towards Credible Content Recommendation
In Poster Session 4 Pavilion 4
Zhuo Cai · Shoujin Wang · Jin Li · Peilin Zhou · Victor W. Chu · Fang Chen · Tianqing Zhu · Charu Aggarwal
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#722
A Probabilistic Hard Concept Bottleneck for Steerable Generative Models
In Poster Session 4 Pavilion 3
María Martínez-García ⋅ Ricardo Vazquez Alvarez ⋅ Alejandro Lancho ⋅ Pablo Olmos ⋅ Isabel Valera
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3911
Safeguarding Multimodal Knowledge Copyright in the RAG-as-a-Service Environment
In Poster Session 4 Pavilion 4
Tianyu Chen · Jian Lou · Wenjie Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#723
Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling
In Poster Session 4 Pavilion 3
Huangjie Zheng ⋅ Shansan Gong ⋅ Ruixiang Zhang ⋅ Tianrong Chen ⋅ Jiatao Gu ⋅ Mingyuan Zhou ⋅ Navdeep Jaitly ⋅ Yizhe Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3910
Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs
In Poster Session 4 Pavilion 4
Yiwei Chen ⋅ Soumyadeep Pal ⋅ Yimeng Zhang ⋅ Qing Qu ⋅ Sijia Liu
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3909
Propaganda AI: An Analysis of Semantic Divergence in Large Language Models
In Poster Session 4 Pavilion 4
Nay Myat Min · Long H. Pham · Yige Li · Jun Sun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#724
Uni-X: Mitigating Modality Conflict with a Two-End-Separated Architecture for Unified Multimodal Models
In Poster Session 4 Pavilion 3
Jitai Hao · Hao Liu · Xinyan Xiao · Qiang Huang · Jun Yu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#725
Interaction Field Matching: Overcoming Limitations of Electrostatic Models
In Poster Session 4 Pavilion 3
S. Manukhov ⋅ Alexander Kolesov ⋅ Vladimir V. Palyulin ⋅ Aleksandr Korotin
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3908
Adversarial Déjà Vu: Jailbreak Dictionary Learning for Stronger Generalization to Unseen Attacks
In Poster Session 4 Pavilion 4
Mahavir Dabas · Tran Huynh · Nikhil Billa · Jiachen (Tianhao) Wang · Peng Gao · Charith Peris · Yao Ma · Rahul Gupta · Ming Jin · Prateek Mittal · Ruoxi Jia
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3907
RedSage: A Cybersecurity Generalist LLM
In Poster Session 4 Pavilion 4
Naufal Suryanto · Muzammal Naseer · Pengfei Li · Syed Talal Wasim · Jinhui Yi · Juergen Gall · Paolo Ceravolo · Ernesto Damiani
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#726
Harpoon: Generalised Manifold Guidance for Conditional Tabular Diffusion
In Poster Session 4 Pavilion 3
Aditya Shankar ⋅ Yuandou Wang ⋅ Rihan Hai ⋅ Lydia Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#826
HOG-Diff: Higher-Order Guided Diffusion for Graph Generation
In Poster Session 4 Pavilion 3
Yiming Huang · Tolga Birdal
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3906
Inference-Time Personalized Safety Control via Paired Difference-in-Means Intervention
In Poster Session 4 Pavilion 4
Tran Huynh · Ruoxi Jia
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3905
Co-occurring Associated REtained concepts in Diffusion Unlearning
In Poster Session 4 Pavilion 4
Miso Kim ⋅ Georu Lee ⋅ Yunji Kim ⋅ Hoki Kim ⋅ Jinseong Park ⋅ Woojin Lee
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#825
MergePRAG: Orthogonal Merging of Passage-experts for Multi-hop Parametric RAG
In Poster Session 4 Pavilion 3
Xuebing Liu ⋅ Shanbao Qiao ⋅ Roseline Nyange ⋅ Dongwook Min ⋅ Hyun Kim ⋅ Seung-Hoon Na
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#824
Video-GPT via Next Clip Diffusion
In Poster Session 4 Pavilion 3
Shaobin Zhuang ⋅ Zhipeng Huang ⋅ Ying Zhang ⋅ Fangyikang Wang ⋅ Canmiao Fu ⋅ Binxin Yang ⋅ Chong Sun ⋅ Chen Li ⋅ Yali Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3904
Purifying Generative LLMs from Backdoors without Prior Knowledge or Clean Reference
In Poster Session 4 Pavilion 4
Jianwei Li ⋅ Jung-Eun Kim
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#823
Contrastive Diffusion Guidance for Spatial Inverse Problems
In Poster Session 4 Pavilion 3
Sattwik Basu ⋅ Chaitanya Amballa ⋅ Zhongweiyang Xu ⋅ Jorge Vančo Sampedro ⋅ Srihari Nelakuditi ⋅ Romit Roy Choudhury
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3903
Beyond Raw Detection Scores: Markov-Informed Calibration for Boosting Machine-Generated Text Detection
In Poster Session 4 Pavilion 4
Chenwang Wu ⋅ Yiu-ming Cheung ⋅ Shuhai Zhang ⋅ Bo Han ⋅ Defu Lian
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#822
Value Matching: Scalable and Gradient-Free Reward-Guided Flow Adaptation
In Poster Session 4 Pavilion 3
Cristian Jensen · Luca Schaufelberger · Riccardo De Santi · Kjell Jorner · Andreas Krause
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3902
JULI: Jailbreak Large Language Models by Self-Introspection
In Poster Session 4 Pavilion 4
Zhixian Wang · Zhanhao Hu · David Wagner
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3901
Why Do Unlearnable Examples Work: A Novel Perspective of Mutual Information
In Poster Session 4 Pavilion 4
Yifan Zhu · Yibo Miao · Yinpeng Dong · XIAOSHAN GAO
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#821
LouisKV: Efficient KV Cache Retrieval for Long Input-Output Sequences
In Poster Session 4 Pavilion 3
WENBO WU · Qingyi Si · Xiurui Pan · Ye Wang · Jie Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#820
Topological Flow Matching
In Poster Session 4 Pavilion 3
Kacper Wyrwal · Ismail I Ceylan · Alexander Tong
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#819
Bures-Wasserstein Flow Matching for Graph Generation
In Poster Session 4 Pavilion 3
Keyue Jiang ⋅ Jiahao Cui ⋅ Xiaowen Dong ⋅ Laura Toni
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#818
Boomerang Distillation Enables Zero-Shot Model Size Interpolation
In Poster Session 4 Pavilion 3
Sara Kangaslahti ⋅ Nihal V. Nayak ⋅ Jonathan Geuter ⋅ Marco Fumero ⋅ Francesco Locatello ⋅ David Alvarez-Melis
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4003
The Alignment Auditor: A Bayesian Framework for Verifying and Refining LLM Objectives
In Poster Session 4 Pavilion 4
Matthieu Bou ⋅ Nyal Patel ⋅ Arjun Jagota ⋅ Satyapriya Krishna ⋅ Sonali Parbhoo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#817
Once-More: Continuous Self-Correction for Large Language Models via Perplexity-Guided Intervention
In Poster Session 4 Pavilion 3
Jiaxun Gao · Him Wai (Michael) Ng · Z. Jane Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4004
Sharpness-Aware Machine Unlearning
In Poster Session 4 Pavilion 4
Haoran Tang ⋅ Rajiv Khanna
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#816
Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting
In Poster Session 4 Pavilion 3
Sergei Kholkin ⋅ Grigoriy Ksenofontov ⋅ David Li ⋅ Nikita Kornilov ⋅ Nikita Gushchin ⋅ Alexandra Suvorikova ⋅ Alexey Kroshnin ⋅ Evgeny Burnaev ⋅ Aleksandr Korotin
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4005
Erase or Hide? Suppressing Spurious Unlearning Neurons for Robust Unlearning
In Poster Session 4 Pavilion 4
Nakyeong Yang ⋅ Dong-Kyum Kim ⋅ Jea Kwon ⋅ Minsung Kim ⋅ Kyomin Jung ⋅ Meeyoung Cha
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2007
VFScale: Intrinsic Reasoning through Verifier-Free Test-time Scalable Diffusion Model
In Poster Session 4 Pavilion 3
Tao Zhang ⋅ Jia-Shu Pan ⋅ Ruiqi Feng ⋅ Tailin Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5301
FaithCoT-Bench: Benchmarking Instance-Level Faithfulness of Chain-of-Thought Reasoning
In Poster Session 4 Pavilion 4
Xu Shen ⋅ Song Wang ⋅ Zhen Tan ⋅ Laura Yao ⋅ Xinyu Zhao ⋅ Kaidi Xu ⋅ Xin Wang ⋅ Tianlong Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#815
Not All Models Suit Expert Offloading: On Local Routing Consistency of Mixture-of-Expert Models
In Poster Session 4 Pavilion 3
Jingcong Liang ⋅ Siyuan Wang ⋅ Miren Tian ⋅ Yitong Li ⋅ Duyu Tang ⋅ zhongyu wei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4006
All Code, No Thought: Language Models Struggle to Reason in Ciphered Language
In Poster Session 4 Pavilion 4
Shiyuan Guo · Henry Sleight · Fabien Roger
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4007
ContextBench: Modifying Contexts for Targeted Latent Activation and Behaviour Elicitation
In Poster Session 4 Pavilion 4
Robert Graham · Edward Stevinson · Leo Richter · Alexander Chia · Joseph Miller · Joseph Bloom
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#814
A Unification of Discrete, Gaussian, and Simplicial Diffusion
In Poster Session 4 Pavilion 3
Nuria Chandra ⋅ Yucen Li ⋅ Alan Amin ⋅ Alex Ali ⋅ Joshua Rollins ⋅ Sebastian W. Ober ⋅ Aniruddh Raghu ⋅ Andrew Gordon Wilson
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4008
Discovering and Steering Interpretable Concepts in Large Generative Music Models
In Poster Session 4 Pavilion 4
Nikhil Singh ⋅ Manuel Cherep ⋅ Pattie Maes
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#813
ParoQuant: Pairwise Rotation Quantization for Efficient Reasoning LLM Inference
In Poster Session 4 Pavilion 3
Yesheng Liang · Haisheng Chen · Song Han · Zhijian Liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4009
Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis
In Poster Session 4 Pavilion 4
Haolin Yang · Hakaze Cho · Naoya Inoue
[ Slides]  [ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#812
Learning Energy-Based Generative Models via Potential Flow: A Variational Principle Approach to Probability Density Homotopy Matching
In Poster Session 4 Pavilion 3
Junn Yong Loo · Fang Yu Leong · Michelle Adeline · Julia Kaiwen Lau · Hwa Hui Tew · Arghya Pal · Vishnu Monn Baskaran · Chee-Ming Ting · Raphaël C.-W. Phan
[ Slides]  [ Poster] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#811
TopoFormer: Topology Meets Attention for Graph Learning
In Poster Session 4 Pavilion 3
Md Joshem Uddin ⋅ Astrit Tola ⋅ Cuneyt Akcora ⋅ Baris Coskunuzer
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4010
Output Supervision Can Obfuscate the Chain of Thought
In Poster Session 4 Pavilion 4
jacob drori · Luke Marks · Bryce Woodworth · Alex Cloud · Alexander Turner
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#810
LogicXGNN: Grounded Logical Rules for Explaining Graph Neural Networks
In Poster Session 4 Pavilion 3
Chuqin Geng · Ziyu Zhao · Zhaoyue Wang · Haolin Ye · Yuhe Jiang · Xujie Si
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4011
In-Context Algebra
In Poster Session 4 Pavilion 4
Eric Todd ⋅ Jannik Brinkmann ⋅ Rohit Gandikota ⋅ David Bau
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4012
GNN Explanations that do not Explain and How to find Them
In Poster Session 4 Pavilion 4
Steve Azzolin ⋅ Stefano Teso ⋅ Bruno Lepri ⋅ Andrea Passerini ⋅ Sagar Malhotra
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#809
GNN-as-Judge: Unleashing the Power of LLMs for Graph Learning with GNN Feedback
In Poster Session 4 Pavilion 3
Ruiyao Xu · Kaize Ding
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4013
Reasoning or Retrieval? A Study of Answer Attribution on Large Reasoning Models
In Poster Session 4 Pavilion 4
Yuhui Wang ⋅ Changjiang Li ⋅ Guangke Chen ⋅ Jiacheng Liang ⋅ Ting Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#808
DHG-Bench: A Comprehensive Benchmark for Deep Hypergraph Learning
In Poster Session 4 Pavilion 3
Fan Li · Xiaoyang Wang · Wenjie Zhang · Ying Zhang · Xuemin Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4014
Attributing Response to Context: A Jensen–Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation
In Poster Session 4 Pavilion 4
Ruizhe Li ⋅ CHEN CHEN ⋅ Yuchen Hu ⋅ Yanjun Gao ⋅ Xi Wang ⋅ Emine Yilmaz
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#807
UrbanGraph: Physics-Informed Spatio-Temporal Dynamic Heterogeneous Graphs for Urban Microclimate Prediction
In Poster Session 4 Pavilion 3
Weilin Xin · Chenyu Huang · Peilin Li · Jing Zhong · Jiawei Yao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#806
gLSTM: Mitigating Over-Squashing by Increasing Storage Capacity
In Poster Session 4 Pavilion 3
Hugh Blayney · Alvaro Arroyo · Xiaowen Dong · Michael Bronstein
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4015
When Reasoning Meets Compression: Understanding the Effects of LLMs Compression on Large Reasoning Models
In Poster Session 4 Pavilion 4
Nan Zhang ⋅ Eugene Kwek ⋅ Yusen Zhang ⋅ Hieu Nguyen ⋅ Prasenjit Mitra ⋅ Rui Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#805
Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding
In Poster Session 4 Pavilion 3
Manuel Lecha · Andrea Cavallo · Francesca Dominici · Ran Levi · Alessio Del Bue · Elvin Isufi · Pietro Morerio · Claudio Battiloro
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4016
Testing Most Influential Sets
In Poster Session 4 Pavilion 4
Lucas Darius Konrad · Nikolas Kuschnig
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4017
Doxing via the Lens: Revealing Location-related Privacy Leakage on Multi-modal Large Reasoning Models
In Poster Session 4 Pavilion 4
Weidi Luo ⋅ Tianyu Lu ⋅ Qiming Zhang ⋅ Xiaogeng Liu ⋅ Bin Hu ⋅ Yue Zhao ⋅ Jieyu Zhao ⋅ Song Gao ⋅ Patrick McDaniel ⋅ Zhen Xiang ⋅ Chaowei Xiao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#804
On the trade-off between expressivity and privacy in graph representation learning
In Poster Session 4 Pavilion 3
Patrick Indri ⋅ Tamara Drucks ⋅ Thomas Gärtner
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4018
A Fair Bayesian Inference through Matched Gibbs Posterior
In Poster Session 4 Pavilion 4
Jihu Lee · Kunwoong Kim · Sehyun Park · Insung Kong · Dongyoon Yang · Yongdai Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#803
Topology of Reasoning: Retrieved Cell Complex-Augmented Generation for Textual Graph Question Answering
In Poster Session 4 Pavilion 3
Sen Zhao · Lincheng Zhou · Yue Chen · Ding Zou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#802
Minimax Sample Complexity of Graph Neural Networks: Lower Bounds and Structural Effects
In Poster Session 4 Pavilion 3
Ahmad Ghasemi · Hossein Pishro-Nik
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4118
Data-Aware and Scalable Sensitivity Analysis for Decision Tree Ensembles
In Poster Session 4 Pavilion 4
Namrita Varshney ⋅ Ashutosh Gupta ⋅ Arhaan Ahmad ⋅ Tanay Tayal ⋅ S. Akshay
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#801
ATEX-CF: Attack-Informed Counterfactual Explanations for Graph Neural Networks
In Poster Session 4 Pavilion 3
Yu Zhang · Bin Yang · ARIJIT KHAN · Cuneyt Akcora
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4117
LingoLoop Attack: Trapping MLLMs via Linguistic Context and State Entrapment into Endless Loops
In Poster Session 4 Pavilion 4
Jiyuan Fu · Kaixun Jiang · Lingyi Hong · Jinglun Li · HaiJing Guo · Dingkang Yang · Zhaoyu Chen · Wenqiang Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#901
G-Merging: Graph Models Merging for Parameter-Efficient Multi-Task Knowledge Consolidation
In Poster Session 4 Pavilion 3
Jun Chen ⋅ Ziyue Qiao ⋅ Qin Zhang ⋅ Kaize Ding ⋅ Xiao Luo
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4116
Jailbreaking on Text-to-Video Models via Scene Splitting Strategy
In Poster Session 4 Pavilion 4
Wonjun Lee · Haon Park · Doehyeon Lee · Bumsub Ham · Suhyun Kim
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4115
RepIt: Steering Language Models with Concept-Specific Refusal Vectors
In Poster Session 4 Pavilion 4
Vincent Siu ⋅ Nathan Henry ⋅ Nicholas Crispino ⋅ Yang Liu ⋅ Dawn Song ⋅ Chenguang Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#902
EvA: Evolutionary Attacks on Graphs
In Poster Session 4 Pavilion 3
Mohammad Sadegh Akhondzadeh ⋅ Soroush H. Zargarbashi ⋅ Jimin Cao ⋅ Aleksandar Bojchevski
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#903
Bridging Input Feature Spaces Towards Graph Foundation Models
In Poster Session 4 Pavilion 3
Moshe Eliasof · Krishna Sri Ipsit Mantri · Beatrice Bevilacqua · Bruno Ribeiro · Carola-Bibiane Schönlieb
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4114
RelayFormer: A Unified Local-Global Attention Framework for Scalable Image and Video Manipulation Localization
In Poster Session 4 Pavilion 4
Wen Huang ⋅ Jiarui Yang ⋅ Tao Dai ⋅ Jiawei Li ⋅ Shaoxiong Zhan ⋅ Bin Wang ⋅ Shu-Tao Xia
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#904
Can You Hear Me Now? A Benchmark for Long-Range Graph Propagation
In Poster Session 4 Pavilion 3
Luca Miglior ⋅ Matteo Tolloso ⋅ Alessio Gravina ⋅ Davide Bacciu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4113
GuidedBench: Measuring and Mitigating the Evaluation Discrepancies of In-the-wild LLM Jailbreak Methods
In Poster Session 4 Pavilion 4
Ruixuan HUANG · Xunguang Wang · Zongjie Li · Daoyuan Wu · Shuai Wang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4112
ARMOR: Aligning Secure and Safe Large Language Models via Meticulous Reasoning
In Poster Session 4 Pavilion 4
Zhengyue Zhao ⋅ Yingzi Ma ⋅ Somesh Jha ⋅ Marco Pavone ⋅ Patrick McDaniel ⋅ Chaowei Xiao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5303
A universal compression theory for lottery ticket hypothesis and neural scaling laws
In Poster Session 4 Pavilion 4
Hong-Yi Wang ⋅ Di Luo ⋅ Tomaso Poggio ⋅ Isaac Chuang ⋅ Liu Ziyin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#905
LEAP: Local ECT-Based Learnable Positional Encodings for Graphs
In Poster Session 4 Pavilion 3
Juan P Amboage ⋅ Ernst Roell ⋅ Patrick Schnider ⋅ Bastian Rieck
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4111
Formalising Human-in-the-Loop: Computational Reductions, Failure Modes, and Legal-Moral Responsibility
In Poster Session 4 Pavilion 4
Maurice Chiodo ⋅ Dennis Müller ⋅ Paul Siewert ⋅ Jean-Luc Wetherall ⋅ Zoya Yasmine ⋅ John Burden
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#906
Gelato: Graph Edit Distance via Autoregressive Neural Combinatorial Optimization
In Poster Session 4 Pavilion 3
Paolo Pellizzoni · Till Schulz · Karsten Borgwardt
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#907
Rapid Training of Hamiltonian Graph Networks Using Random Features
In Poster Session 4 Pavilion 3
Atamert Rahma ⋅ Chinmay Datar ⋅ Ana Cukarska ⋅ Felix Dietrich
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4110
Benchmarking Bias Mitigation Toward Fairness Without Harm from Vision to LVLMs
In Poster Session 4 Pavilion 4
Xuwei Tan · Ziyu Hu · Xueru Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1221
GraphShield: Graph-Theoretic Modeling of Network-Level Dynamics for Robust Jailbreak Detection
In Poster Session 4 Pavilion 3
Sunghee Dong ⋅ Sungwon Yi ⋅ Kangmin Bae ⋅ Jaeyoon Kim ⋅ Seongyeop Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#908
Breaking Gradient Temporal Collinearity for Robust Spiking Neural Networks
In Poster Session 4 Pavilion 3
Desong Zhang · Jia Hu · Geyong Min
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4109
Ghost in the Cloud: Your Geo-Distributed Large Language Models Training is Easily Manipulated
In Poster Session 4 Pavilion 4
Zichen TANG · Zhenheng Tang · Gaoning Pan · Buhua Liu · Xin He · Kunfeng Lai · Xiaowen Chu · Bo Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4108
D&R: Recovery-based AI-Generated Text Detection via a Single Black-box LLM Call
In Poster Session 4 Pavilion 4
Yuxia Sun · Ran Zhang · Aoxiang Sun · Xu Li · Zitao Liu · Jingcai Guo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#909
Jailbreaking the Matrix: Nullspace Steering for Controlled Model Subversion
In Poster Session 4 Pavilion 3
Vishal Pramanik ⋅ Maisha Maliha ⋅ Susmit Jha ⋅ Sumit Jha
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#910
Mitigating Spurious Correlation via Distributionally Robust Learning with Hierarchical Ambiguity Sets
In Poster Session 4 Pavilion 3
Sungho Jo · Seonghwi Kim · Minwoo Chae
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4107
Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents
In Poster Session 4 Pavilion 4
Shuai Shao · Qihan Ren · Dongrui Liu · Chen Qian · Boyi Wei · Dadi Guo · Jingyi Yang · Xinhao Song · Linfeng Zhang · Weinan Zhang · Jing Shao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4106
Detecting Data Contamination from Reinforcement Learning Post-training for Large Language Models
In Poster Session 4 Pavilion 4
Yongding Tao · Tian Wang · Yihong Dong · Huanyu Liu · Kechi Zhang · Hu XiaoLong · Ge Li
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#911
Improving Black-Box Generative Attacks via Generator Semantic Consistency
In Poster Session 4 Pavilion 3
Jongoh Jeong ⋅ Hunmin Yang ⋅ Jaeseok Jeong ⋅ Kuk-Jin Yoon
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4105
Beyond RLHF and NLHF: Population-Proportional Alignment under an Axiomatic Framework
In Poster Session 4 Pavilion 4
Kihyun Kim ⋅ Jiawei Zhang ⋅ Asuman Ozdaglar ⋅ Pablo Parrilo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#912
Robust Adversarial Attacks Against Unknown Disturbance via Inverse Gradient Sample
In Poster Session 4 Pavilion 3
Zhaoyang Zhang · Shen Wang · Runze Liu · Guopu Zhu · Fanghui Sun · Ye Lu · Zeyue Wang · Yihan Yan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#913
Towards Self-Robust LLMs: Intrinsic Prompt Noise Resistance via CoIPO
In Poster Session 4 Pavilion 3
Xin Yang ⋅ Letian Li ⋅ Abudukelimu Wuerkaixi ⋅ Xuxin Cheng ⋅ Cao Liu ⋅ Ke Zeng ⋅ Xunliang Cai ⋅ Wenyuan Jiang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4104
Diversity-Enhanced Reasoning for Subjective Questions
In Poster Session 4 Pavilion 4
Yumeng Wang ⋅ Zhiyuan Fan ⋅ Jiayu Liu ⋅ Jen-Tse Huang ⋅ Yi R. Fung
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#914
Fine-Grained Class-Conditional Distribution Balancing for Debiased Learning
In Poster Session 4 Pavilion 3
Miaoyun Zhao · Qiang Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4103
Doubly-Regressing Approach for Subgroup Fairness
In Poster Session 4 Pavilion 4
Kunwoong Kim · Kyungseon Lee · Jihu Lee · Dongyoon Yang · Yongdai Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#915
Zero-Sacrifice Persistent-Robustness Adversarial Defense for Pre-Trained Encoders
In Poster Session 4 Pavilion 3
Zhuxin Lei ⋅ Ziyuan Yang ⋅ Yi Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4102
Any-Depth Alignment: Unlocking Innate Safety Alignment of LLMs to Any-Depth
In Poster Session 4 Pavilion 4
Jiawei Zhang · Andrew Estornell · David Baek · Bo Li · Xiaojun Xu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#916
TRACEDET: HALLUCINATION DETECTION FROM THE DECODING TRACE OF DIFFUSION LARGE LANGUAGE MODELS
In Poster Session 4 Pavilion 3
Shenxu Chang · Junchi Yu · Weixing Wang · Yongqiang Chen · Jialin Yu · Philip Torr · Jindong Gu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4101
Multi-Feature Quantized Self-Attention for Fair Large Language Models
In Poster Session 4 Pavilion 4
Jaeil Park ⋅ Sung-Bae Cho
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4201
DIVERSE: Disagreement-Inducing Vector Evolution for Rashomon Set Exploration
In Poster Session 4 Pavilion 4
Gilles Eerlings · Brent Zoomers · Jori Liesenborgs · Gustavo Rovelo Ruiz · Kris Luyten
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#917
When and Where to Reset Matters for Long-Term Test-Time Adaptation
In Poster Session 4 Pavilion 3
Taejun Lim · Joong-Won Hwang · Kibok Lee
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#918
A Benchmark for Deep Information Synthesis
In Poster Session 4 Pavilion 3
Debjit Paul ⋅ Daniel Murphy ⋅ Milan Gritta ⋅ Ronald Cardenas Acosta ⋅ Victor Prokhorov ⋅ Lena Sophia Bolliger ⋅ Aysim Toker ⋅ Roy Miles ⋅ Andreea-Maria Oncescu ⋅ Jasivan Sivakumar ⋅ Philipp Borchert ⋅ Ismail Elezi ⋅ Meiru Zhang ⋅ Ka Lee ⋅ Guchun Zhang ⋅ Jun Wang ⋅ Gerasimos Lampouras
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4202
Online Learning and Equilibrium Computation with Ranking Feedback
In Poster Session 4 Pavilion 4
Mingyang Liu ⋅ Yongshan Chen ⋅ Zhiyuan Fan ⋅ Gabriele Farina ⋅ Asuman Ozdaglar ⋅ Kaiqing Zhang
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4203
A Rich Knowledge Space for Scalable Deepfake Detection
In Poster Session 4 Pavilion 4
Inho Jung ⋅ Hyeongjun Choi ⋅ Minh Binh Le ⋅ Hohyun Na ⋅ Simon Woo
[ Poster]  [ OpenReview] 
Blog Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#919
The Adversarial Conditioning Paradox: Why Attacked Inputs Are More Stable, Not Less
In Poster Session 4 Pavilion 3
Khazretgali Sapenov ⋅ Aidos Sapenov
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#920
Understanding the Role of Training Data in Test-Time Scaling
In Poster Session 4 Pavilion 3
Adel Javanmard ⋅ Baharan Mirzasoleiman ⋅ Vahab Mirrokni
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4204
Safety Subspaces are Not Linearly Distinct: A Fine-Tuning Case Study
In Poster Session 4 Pavilion 4
Kaustubh Ponkshe ⋅ Shaan Shah ⋅ Raghav Singhal ⋅ Praneeth Vepakomma
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4205
Unlearning during Training: Domain-Specific Gradient Ascent for Domain Generalization
In Poster Session 4 Pavilion 4
Di Zhao · Jingfeng Zhang · Hongsheng Hu · Philippe Fournier-Viger · Gillian Dobbie · Yun Sing Koh
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#921
Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime
In Poster Session 4 Pavilion 3
Leonardo Defilippis · Yizhou Xu · Julius Girardin · Vittorio Erba · Emanuele Troiani · Lenka Zdeborova · Bruno Loureiro · Florent Krzakala
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4206
VUDG: A Dataset for Video Understanding Domain Generalization
In Poster Session 4 Pavilion 4
Ziyi Wang · Zhi Gao · Boxuan Yu · Zirui Dai · Peiyao Wang · Yuxiang Song · Qingyuan Lu · Jin Chen · Xinxiao Wu
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#922
Softmax Transformers are Turing-Complete
In Poster Session 4 Pavilion 3
Hongjian Jiang · Michael Hahn · Georg Zetzsche · Anthony W. Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#923
The Softmax Bottleneck Does Not Limit the Probabilities of the Most Likely Tokens
In Poster Session 4 Pavilion 3
Ronen Basri · David Jacobs
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4207
Computing Equilibrium beyond Unilateral Deviation
In Poster Session 4 Pavilion 4
Mingyang Liu · Gabriele Farina · Asuman Ozdaglar
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4208
Code World Models for General Game Playing
In Poster Session 4 Pavilion 4
Wolfgang Lehrach ⋅ Daniel Hennes ⋅ Miguel Lazaro-Gredilla ⋅ Xinghua Lou ⋅ Carter Wendelken ⋅ Zun Li ⋅ Antoine Dedieu ⋅ Marc Lanctot ⋅ Atil Iscen ⋅ John Schultz ⋅ Marcus Chiam ⋅ Ian Gemp ⋅ Piotr Zielinski ⋅ Satinder Singh ⋅ Kevin Murphy
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#924
Saddle-To-Saddle Dynamics in Deep ReLU Networks: Low-Rank Bias in the First Saddle Escape
In Poster Session 4 Pavilion 3
Ioannis Bantzis ⋅ James Simon ⋅ Arthur Jacot
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4209
Instance-Dependent Fixed-Budget Pure Exploration in Reinforcement Learning
In Poster Session 4 Pavilion 4
Yeongjong Kim · Yeoneung Kim · Kwang-Sung Jun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#925
Decoupling Dynamical Richness from Representation Learning: Towards Practical Measurement
In Poster Session 4 Pavilion 3
Yoonsoo Nam ⋅ Nayara Fonseca ⋅ Seok Hyeong Lee ⋅ Chris Mingard ⋅ Niclas Göring ⋅ Ouns El Harzli ⋅ Abdurrahman Erturk ⋅ Soufiane Hayou ⋅ Ard Louis
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4210
Testing Fourier Sparsity via Implicit Sensing
In Poster Session 4 Pavilion 4
Arijit Ghosh ⋅ Subhamoy Maitra ⋅ Manmatha Roy
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#926
Scaling with Collapse: Efficient and Predictable Training of LLM Families
In Poster Session 4 Pavilion 3
Shane Bergsma ⋅ Bin Zhang ⋅ Nolan Dey ⋅ Shaheer Muhammad ⋅ Gurpreet Gosal ⋅ Joel Hestness
[ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1026
On the Ability of Deep Networks to Learn Symmetries from Data – A Neural Kernel Theory
In Poster Session 4 Pavilion 3
Andrea Perin · Stephane Deny
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4211
Transformers Trained via Gradient Descent Can Provably Learn a Class of Teacher Models
In Poster Session 4 Pavilion 4
Chenyang Zhang ⋅ Qingyue Zhao ⋅ Quanquan Gu ⋅ Yuan Cao
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4212
Stable coresets: Unleashing the power of uniform sampling
In Poster Session 4 Pavilion 4
Amir Carmel ⋅ Robert Krauthgamer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1025
Reusing Pre-Training Data at Test Time is a Compute Multiplier
In Poster Session 4 Pavilion 3
Alex Fang · Thomas Voice · Ruoming Pang · Ludwig Schmidt · Tom Gunter
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4213
Rényi Sharpness: A Novel Sharpness that Strongly Correlates with Generalization
In Poster Session 4 Pavilion 4
Qiaozhe Zhang · Jun Sun · Yingzhuang Liu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1024
STaMP: Sequence Transformation and Mixed Precision for Low-Precision Activation Quantization
In Poster Session 4 Pavilion 3
Marco Federici ⋅ Riccardo Del Chiaro ⋅ Boris van Breugel ⋅ Paul Whatmough ⋅ Markus Nagel
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1023
SUIT: Knowledge Editing with Subspace-Aware Key-Value Mappings
In Poster Session 4 Pavilion 3
Haewon Park ⋅ Sangwoo Kim ⋅ Yohan Jo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4214
Frozen Policy Iteration: Computationally Efficient RL under Linear $Q^{\pi}$ Realizability for Deterministic Dynamics
In Poster Session 4 Pavilion 4
Yijing Ke ⋅ Zihan Zhang ⋅ Ruosong Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1022
Random Label Prediction Heads for Studying Memorization in Deep Neural Networks
In Poster Session 4 Pavilion 3
Marlon Becker ⋅ Jonas Konrad ⋅ Luis Rodriguez ⋅ Benjamin Risse
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4215
SGD-Based Knowledge Distillation with Bayesian Teachers: Theory and Guidelines
In Poster Session 4 Pavilion 4
Itai Morad ⋅ Nir Shlezinger ⋅ Yonina Eldar
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4216
Saddle-to-Saddle Dynamics Explains A Simplicity Bias Across Neural Network Architectures
In Poster Session 4 Pavilion 4
Yedi Zhang ⋅ Andrew Saxe ⋅ Peter Latham
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1021
SPECS: Decoupling Multimodal Learning via Self-distilled Preference-based Cold Start
In Poster Session 4 Pavilion 3
Kun Chen · Peng Shi · Haibo Qiu · Zhixiong Zeng · Siqi Yang · Wenji Mao · Lin Ma
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4217
Directional Convergence, Benign Overfitting of Gradient Descent in leaky ReLU two-layer Neural Networks
In Poster Session 4 Pavilion 4
Ichiro Hashimoto
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1020
SERQ: Saliency-Aware Low-Rank Error Reconstruction for LLM Quantization
In Poster Session 4 Pavilion 3
Yeonsik Park ⋅ Hyeonseong Kim ⋅ Seungkyu Choi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1019
FedDAG: Clustered Federated Learning via Global Data and Gradient Integration for Heterogeneous Environments
In Poster Session 4 Pavilion 3
Anik Pramanik ⋅ Murat Kantarcioglu ⋅ Vincent Oria ⋅ Shantanu Sharma
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4218
Dynamical properties of dense associative memory
In Poster Session 4 Pavilion 4
Kazushi Mimura ⋅ Junichi Takeuchi ⋅ Yuto Sumikawa ⋅ Yoshiyuki Kabashima ⋅ Anthony CC Coolen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1018
Escaping the Homophily Trap: A Threshold-free Graph Outlier Detection Framework via Clustering-guided Edge Reweighting
In Poster Session 4 Pavilion 3
Yunhe Zhang ⋅ Jinyu Cai ⋅ Qi Hao ⋅ Pengyang Wang ⋅ See-Kiong Ng
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4318
Learning in Prophet Inequalities with Noisy Observations
In Poster Session 4 Pavilion 4
Jung-hun Kim · Vianney Perchet
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1017
Detecting Data Contamination in LLMs via In-Context Learning
In Poster Session 4 Pavilion 3
Michał Zawalski ⋅ Meriem Boubdir ⋅ Klaudia Bałazy ⋅ Besmira Nushi ⋅ Pablo Ribalta
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4317
Gradient Descent Dynamics of Rank-One Matrix Denoising
In Poster Session 4 Pavilion 4
Zeyan Zhuang · Shenghui Song
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4316
Personalized Collaborative Learning with Affinity-Based Variance Reduction
In Poster Session 4 Pavilion 4
Chenyu Zhang · Navid Azizan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1016
FlexHiNM-GP: Flexible Hierarchical Pruning via Region Allocation and Channel Permutation
In Poster Session 4 Pavilion 3
XIAODIE YI · Hayun Lee · Dongkun Shin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1015
DISCO: Diversifying Sample Condensation for Efficient Model Evaluation
In Poster Session 4 Pavilion 3
Alexander Rubinstein ⋅ Benjamin Raible ⋅ Martin Gubri ⋅ Seong Joon Oh
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4315
On the Convergence Behavior of Preconditioned Gradient Descent Toward the Rich Learning Regime
In Poster Session 4 Pavilion 4
Shuai Jiang · Eric Cyr · Ben Southworth · Alexey Voronin
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4314
Preventing Model Collapse Under Overparametrization: Optimal Mixing Ratios for Interpolation Learning and Ridge Regression
In Poster Session 4 Pavilion 4
Anvit Garg ⋅ Sohom Bhattacharya ⋅ Pragya Sur
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1014
Distilling to Hybrid Attention Models via KL-Guided Layer Selection
In Poster Session 4 Pavilion 3
Yanhong Li · Songlin Yang · Shawn Tan · Mayank Mishra · Rameswar Panda · Jiawei Zhou · Yoon Kim
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1013
Enhancing Instruction Following of LLMs via Activation Steering with Dynamic Rejection
In Poster Session 4 Pavilion 3
Minjae Kang ⋅ Jaehyung Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4313
Minimax Rates for Learning Pairwise Interactions in Attention-Style Models
In Poster Session 4 Pavilion 4
Shai Zucker ⋅ Xiong Wang ⋅ Fei Lu ⋅ Inbar Seroussi
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1012
The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context
In Poster Session 4 Pavilion 3
Xiaoyuan Liu ⋅ Tian Liang ⋅ Dongyang Ma ⋅ Deyu Zhou ⋅ Haitao Mi ⋅ Pinjia He ⋅ Yan Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4312
When Bias Meets Trainability: Connecting Theories of Initialization
In Poster Session 4 Pavilion 4
Alberto Bassi ⋅ Marco Baity-Jesi ⋅ Aurelien Lucchi ⋅ Carlo Albert ⋅ Emanuele Francazi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4002
QWHA: Quantization-Aware Walsh-Hadamard Adaptation for Parameter-Efficient Fine-Tuning on Large Language Models
In Poster Session 4 Pavilion 4
Hyesung Jeon ⋅ Seojune Lee ⋅ Beomseok Kang ⋅ Yulhwa Kim ⋅ jae-joon kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4311
Sampling Complexity of TD and PPO in RKHS
In Poster Session 4 Pavilion 4
LU ZOU ⋅ Wendi Ren ⋅ WEIZHONG ZHANG ⋅ Liang Ding ⋅ Shuang Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1011
UniOD: A Universal Model for Outlier Detection across Diverse Domains
In Poster Session 4 Pavilion 3
Dazhi Fu · Jicong Fan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4310
CLUE: Conflict-guided Localization for LLM Unlearning Framework
In Poster Session 4 Pavilion 4
Hang Chen · Jiaying Zhu · Xinyu Yang · Wenya Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1010
Light Differentiable Logic Gate Networks
In Poster Session 4 Pavilion 3
Lukas Rüttgers ⋅ Till Aczel ⋅ Andreas Plesner ⋅ Roger Wattenhofer
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1009
Deep Learning with Learnable Product-Structured Activations
In Poster Session 4 Pavilion 3
Saanjali S. Maharaj ⋅ Prasanth Nair
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4309
Block Recurrent Dynamics in Vision Transformers
In Poster Session 4 Pavilion 4
Mozes Jacobs · Thomas Fel · Richard Hakim · Alessandra Brondetta · Demba Ba · T. Anderson Keller
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4308
What's the plan? Metrics for implicit planning in LLMs and their application to rhyme generation and question answering
In Poster Session 4 Pavilion 4
Jim Maar · Denis Paperno · Callum McDougall · Neel Nanda
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1008
Continual Low-Rank Adapters for LLM-based Generative Recommender Systems
In Poster Session 4 Pavilion 3
Hyunsik Yoo ⋅ Ting-Wei Li ⋅ SeongKu Kang ⋅ Zhining Liu ⋅ Caizhi Charlie Xu ⋅ Qilin Qi ⋅ Hanghang Tong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4307
Hessian-Enhanced Token Attribution (HETA): Interpreting Autoregressive LLMs
In Poster Session 4 Pavilion 4
Vishal Pramanik ⋅ Maisha Maliha ⋅ Nathaniel Bastian ⋅ Sumit Jha
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1007
SparseEval: Efficient Evaluation of Large Language Models by Sparse Optimization
In Poster Session 4 Pavilion 3
Taolin Zhang · Hang Guo · Wang Lu · Tao Dai · Shu-Tao Xia · Jindong Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4306
Mixing Mechanisms: How Language Models Retrieve Bound Entities In-Context
In Poster Session 4 Pavilion 4
Yoav Gur-Arieh ⋅ Mor Geva ⋅ Atticus Geiger
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1006
MASS: MoErging through Adaptive Subspace Selection
In Poster Session 4 Pavilion 3
Donato Crisostomi · Alessandro Zirilli · Antonio Andrea Gargiulo · Maria Sofia Bucarelli · Simone Scardapane · Fabrizio Silvestri · Iacopo Masi · Emanuele Rodolà
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1005
Bridging Explainability and Embeddings: BEE Aware of Spuriousness
In Poster Session 4 Pavilion 3
Cristian D. Paduraru ⋅ Antonio Barbalau ⋅ Radu Filipescu ⋅ Andrei Nicolicioiu ⋅ Elena Burceanu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4305
Video Unlearning via Low-Rank Refusal Vector
In Poster Session 4 Pavilion 4
Simone Facchiano · Stefano Saravalle · Matteo Migliarini · Edoardo De Matteis · Alessio Sampieri · Andrea Pilzer · Emanuele Rodolà · Indro Spinelli · Luca Franco · Fabio Galasso
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4304
Eliciting Numerical Predictive Distributions of LLMs Without Auto-Regression
In Poster Session 4 Pavilion 4
Julianna Piskorz · Katarzyna Kobalczyk · Mihaela van der Schaar
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1004
Deploying Models to Non-participating Clients in Federated Learning without Fine-tuning: A Hypernetwork-based Approach
In Poster Session 4 Pavilion 3
Yuhao Zhou · Jindi Lv · Yuxin Tian · Dan Si · Qing Ye · Jiancheng Lv
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1502
Context Learning for Multi-Agent Discussion
In Poster Session 4 Pavilion 3
Xingyuan Hua · Sheng Yue · Xinyi Li · Yizhe Zhao · Jinrui Zhang · Ju Ren
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4303
Markovian Transformers for Informative Language Modeling
In Poster Session 4 Pavilion 4
Scott Viteri ⋅ Max Lamparth ⋅ Peter Chatain ⋅ Clark Barrett
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1002
AMiD: Knowledge Distillation for LLMs with $\alpha$-mixture Assistant Distribution
In Poster Session 4 Pavilion 3
Donghyeok Shin ⋅ Yeongmin Kim ⋅ Suhyeon Jo ⋅ Byeonghu Na ⋅ Il-chul Moon
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4302
Causality ≠ Invariance: Function and Concept Vectors in LLMs
In Poster Session 4 Pavilion 4
Gustaw Opielka ⋅ Hannes Rosenbusch ⋅ Claire Stevenson
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4301
ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual Recall
In Poster Session 4 Pavilion 4
Jiayu Yang · Yuxuan Fan · Songning Lai · Shengen Wu · Jiaqi Tang · Chun Kang · Zhijiang Guo · Yutao Yue
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1001
Beyond Linear Processing: Dendritic Bilinear Integration in Spiking Neural Networks
In Poster Session 4 Pavilion 3
Jingyang Ma · Chongming Liu · Songting Li · Douglas Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4401
On the Limits of Sparse Autoencoders: A Theoretical Framework and Reweighted Remedy
In Poster Session 4 Pavilion 4
Jingyi Cui · Qi Zhang · Yifei Wang · Yisen Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1101
VoG: Enhancing LLM Reasoning through Stepwise Verification on Knowledge Graphs
In Poster Session 4 Pavilion 3
Wenxin Zhao · Jiachuan Wang · Yongqi Zhang · Shuangyin Li · Cheng Deng · Jun Wang · Lei Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4402
Medical Interpretability and Knowledge Maps of Large Language Models
In Poster Session 4 Pavilion 4
Razvan Marinescu ⋅ Victoria-Elisabeth Gruber ⋅ Diego Fajardo Vargas
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1102
Learning residue level protein dynamics with multiscale Gaussians
In Poster Session 4 Pavilion 3
Mihir Bafna · Bowen Jing · Bonnie Berger
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4403
Temporal superposition and feature geometry of RNNs under memory demands
In Poster Session 4 Pavilion 4
Pratyaksh Sharma · Alexandra M Proca · Lucas Prieto · Pedro Mediano
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1103
FragFM: Hierarchical Framework for Efficient Molecule Generation via Fragment-Level Discrete Flow Matching
In Poster Session 4 Pavilion 3
Joongwon Lee ⋅ Seonghwan Kim ⋅ Seokhyun Moon ⋅ Hyunwoo Kim ⋅ Woo Youn Kim
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4404
Emotions Where Art Thou: Understanding and Characterizing the Emotional Latent Space of Large Language Models
In Poster Session 4 Pavilion 4
Benjamin Reichman · Adar Avsian · Larry Heck
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1104
CatalystBench: A Comprehensive Multi-Task Benchmark for Advancing Language Models in Catalysis Science
In Poster Session 4 Pavilion 3
Xueqing Chen · Jian Xu · Ludi Wang · Yang Gao · Huihan Zhu · Yuanchun Zhou · Yi Du · Cheng-lin Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4405
The Lattice Representation Hypothesis of Large Language Models
In Poster Session 4 Pavilion 4
Bo Xiong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1105
mCLM: A Modular Chemical Language Model that Generates Functional and Makeable Molecules
In Poster Session 4 Pavilion 3
Carl Edwards · Chi Han · Gawon Lee · Thao Nguyen · Sara Szymkuć · Chetan Prasad · Bowen Jin · Jiawei Han · Ying Diao · Ge Liu · Hao Peng · Bartosz Grzybowski · Martin Burke · Heng Ji
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1106
Property-Driven Protein Inverse Folding with Multi-Objective Preference Alignment
In Poster Session 4 Pavilion 3
Junqi Liu ⋅ Xiaoyang Hou ⋅ Chence Shi ⋅ Xin Liu ⋅ Zhi Yang ⋅ Jian Tang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4406
Reshaping Reasoning in LLMs: A Theoretical Analysis of RL Training Dynamics through Pattern Selection
In Poster Session 4 Pavilion 4
Xingwu Chen · Tianle Li · Difan Zou
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1107
Leveraging Discrete Function Decomposability for Scientific Design
In Poster Session 4 Pavilion 3
James Bowden ⋅ Sergey Levine ⋅ Jennifer Listgarten
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4407
Efficient algorithms for Incremental Metric Bipartite Matching
In Poster Session 4 Pavilion 4
Ritesh Seth ⋅ Mrinal Garg ⋅ Sujoy Bhore ⋅ Sharath Raghvendra ⋅ Syamantak Das
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4408
Generalizable Heuristic Generation Through LLMs with Meta-Optimization
In Poster Session 4 Pavilion 4
Yiding Shi · Jianan Zhou · Wen Song · Jieyi Bi · Yaoxin Wu · Zhiguang Cao · Jie Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1108
MoMa: A Simple Modular Learning Framework for Material Property Prediction
In Poster Session 4 Pavilion 3
Botian Wang ⋅ Yawen Ouyang ⋅ Yaohui Li ⋅ Mianzhi Pan ⋅ yuanhang tang ⋅ Haorui Cui ⋅ Yiqun Wang ⋅ Jianbing Zhang ⋅ Xiaonan Wang ⋅ Wei-Ying Ma ⋅ Hao Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4409
OrderDP: A Theoretically Guaranteed Lossless Dynamic Data Pruning Framework
In Poster Session 4 Pavilion 4
Chenhan Jin · Shengze Xu · Qingsong Wang · Fan JIA · Dingshuo Chen · Tieyong Zeng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4410
A Scalable Constant-Factor Approximation Algorithm for $W_p$ Optimal Transport
In Poster Session 4 Pavilion 4
Pankaj Agarwal ⋅ Oliver Chubet ⋅ Sharath Raghvendra ⋅ Keegan Yao
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1110
h-MINT: Modeling Pocket-Ligand Binding with Hierarchical Molecular Interaction Network
In Poster Session 4 Pavilion 3
Yanru Qu ⋅ Yijie Zhang ⋅ Wenjuan Tan ⋅ Xiangzhe Kong ⋅ Xiangxin Zhou ⋅ Chaoran Cheng ⋅ Mathieu Blanchette ⋅ Jiaxuan You ⋅ Ge Liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1111
Exploring Synthesizable Chemical Space with Iterative Pathway Refinements
In Poster Session 4 Pavilion 3
Seul Lee · Karsten Kreis · Srimukh Veccham · Meng Liu · Danny Reidenbach · Saee Paliwal · Weili Nie · Arash Vahdat
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4411
Rethinking Uncertainty Estimation in LLMs: A Principled Single-Sequence Measure
In Poster Session 4 Pavilion 4
Lukas Aichberger · Kajetan Schweighofer · Sepp Hochreiter
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1112
KGOT: Unified Knowledge Graph and Optimal Transport Pseudo-Labeling for Molecule-Protein Interaction Prediction
In Poster Session 4 Pavilion 3
Jiayu Qin · Zhengquan Luo · Guy Tadmor · Changyou Chen · David Zeevi · Zhiqiang Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4412
BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design
In Poster Session 4 Pavilion 4
Deepro Choudhury · Sinead Williamson · Adam Golinski · Ning Miao · Freddie Bickford Smith · Michael Kirchhof · Yizhe Zhang · Tom Rainforth
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1113
Enhancing Molecular Property Predictions by Learning from Bond Modelling and Interactions
In Poster Session 4 Pavilion 3
Yunqing LIU · Yi Zhou · Wenqi Fan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4413
``Noisier'’ Noise Contrastive Estimation is (Almost) Maximum Likelihood
In Poster Session 4 Pavilion 4
Peiyu Yu · Dinghuai Zhang · Hengzhi He · Xiaojian Ma · Sirui Xie · RUIYAO MIAO · Yifan Lu · Yasi Zhang · Deqian Kong · Ruiqi Gao · Jianwen Xie · Guang Cheng · Yingnian Wu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1114
Fast and Interpretable Protein Substructure Alignment via Optimal Transport
In Poster Session 4 Pavilion 3
Zhiyu Wang ⋅ Bingxin Zhou ⋅ Weishu Zhao ⋅ Yang Tan ⋅ Jing Wang ⋅ Pietro Lio ⋅ liang hong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4414
Cross-Tokenizer Likelihood Scoring Algorithms for Language Model Distillation
In Poster Session 4 Pavilion 4
Truong Buu Phan ⋅ Ashish Khisti ⋅ Karen Ullrich
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1115
BioBO: Biology-informed Bayesian Optimization for Perturbation Design
In Poster Session 4 Pavilion 3
Yanke Li · Tianyu Cui · Tommaso Mansi · Mangal Prakash · Rui Liao
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4415
Curse of Slicing: Why Sliced Mutual Information is a Deceptive Measure of Statistical Dependence
In Poster Session 4 Pavilion 4
Alexander Semenenko · Ivan Butakov · Ivan Oseledets · Alexey Frolov
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4416
Fine-tuning Behavioral Cloning Policies with Preference‑Based Reinforcement Learning
In Poster Session 4 Pavilion 4
Mael Macuglia ⋅ Paul Friedrich ⋅ Giorgia Ramponi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1116
SubDyve: Subgraph-Driven Dynamic Propagation for Virtual Screening Enhancement Controlling False Positive
In Poster Session 4 Pavilion 3
Jungseob Yi ⋅ Seoyoung Choi ⋅ Sun Kim ⋅ Sangseon Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1117
OXtal: An All-Atom Diffusion Model for Organic Crystal Structure Prediction
In Poster Session 4 Pavilion 3
Emily Jin · Andrei Nica · Mikhail Galkin · Jarrid Rector-Brooks · Kin Long Kelvin Lee · Santiago Miret · Frances Arnold · Michael Bronstein · Joey Bose · Alexander Tong · Chenghao Liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4417
Q-learning with Posterior Sampling
In Poster Session 4 Pavilion 4
Priyank Agrawal · Shipra Agrawal · Azmat Azati
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3703
MatRIS: Toward Reliable and Efficient Pretrained Machine Learning Interatomic Potentials
In Poster Session 4 Pavilion 4
Yuanchang Zhou ⋅ Siyu Hu ⋅ Xiangyu Zhang ⋅ Hongyu Wang ⋅ Guangming Tan ⋅ Weile Jia
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1118
MolEditRL: Structure-Preserving Molecular Editing via Discrete Diffusion and Reinforcement Learning
In Poster Session 4 Pavilion 3
Yuanxin Zhuang · Dazhong Shen · Ying Sun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4418
Beyond Softmax and Entropy: Convergence Rates of Policy Gradients with $\boldsymbol{f}$-SoftArgmax Parameterization $\&$ Coupled Regularization
In Poster Session 4 Pavilion 4
Safwan Labbi · Daniil Tiapkin · Paul Mangold · Eric Moulines
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4518
Convergence of an actor-critic gradient flow for entropy regularised MDPs in general spaces
In Poster Session 4 Pavilion 4
Denis Zorba ⋅ David Siska ⋅ Lukasz Szpruch
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2003
Reinforcement Learning Fine-Tuning Enhances Activation Intensity and Diversity in the Internal Circuitry of LLMs
In Poster Session 4 Pavilion 3
Honglin Zhang ⋅ Qianyue Hao ⋅ Fengli Xu ⋅ Yong Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1119
TetraGT: Tetrahedral Geometry-Driven Explicit Token Interactions with Graph Transformer for Molecular Representation Learning
In Poster Session 4 Pavilion 3
Jinjia Feng ⋅ Zhewei Wei ⋅ Taifeng Wang ⋅ Zongyang Qiu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4517
WARC-Bench: Web Archive based Benchmark for GUI Subtask Executions
In Poster Session 4 Pavilion 4
Sanjari Srivastava ⋅ Gang Li ⋅ Cheng Chang ⋅ Rishu Garg ⋅ Manpreet Kaur ⋅ Charlene Lee ⋅ Yuezhang Li ⋅ Yining Mao ⋅ Juan Ignacio Cases Martin ⋅ Yanan Xie ⋅ Peng Qi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1120
Learning Collective Variables from BioEmu with Time-Lagged Generation
In Poster Session 4 Pavilion 3
Seonghyun Park ⋅ Kiyoung Seong ⋅ Soojung Yang ⋅ Rafael Gomez-Bombarelli ⋅ Sungsoo Ahn
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4516
A Unifying View of Coverage in Linear Off-policy Evaluation
In Poster Session 4 Pavilion 4
Philip Amortila · Audrey Huang · Akshay Krishnamurthy · Nan Jiang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1121
RainPro-8: An Efficient Deep Learning Model to Estimate Rainfall Probabilities Over 8 Hours
In Poster Session 4 Pavilion 3
Rafael Pablos Sarabia ⋅ Joachim Nyborg ⋅ Morten Birk ⋅ Jeppe Sjørup ⋅ Anders Vesterholt ⋅ Ira Assent
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1122
Station2Radar: Query‑Conditioned Gaussian Splatting for Precipitation Field
In Poster Session 4 Pavilion 3
Doyi Kim ⋅ Minseok Seo ⋅ Changick Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4515
Robust Adaptive Multi-Step Predictive Shielding
In Poster Session 4 Pavilion 4
Tanmay Sadanand Ambadkar · Darshan Chudiwal · Greg Anderson · Abhinav Verma
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1123
Improving Extreme Wind Prediction with Frequency-Informed Learning
In Poster Session 4 Pavilion 3
Chenrui Xu · Xi Huang · Ying-Jun Zhang · Jianwei Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4514
Grouping Nodes with known Value Differences: A lossless UCT-based Abstraction Algorithm
In Poster Session 4 Pavilion 4
Robin Schmöcker ⋅ Alexander Dockhorn ⋅ Bodo Rosenhahn
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1124
DeepPrim: a Physics-Driven 3D Short-term Weather Forecaster via Primitive Equation Learning
In Poster Session 4 Pavilion 3
Jiawei Chen · Weiqi Chen · Rong Hu · Peiyuan Liu · Haifan Zhang · Liang Sun
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4513
Welfarist Formulations for Diverse Similarity Search
In Poster Session 4 Pavilion 4
Siddharth Barman · Nirjhar Das · Shivam Gupta · Kirankumar Shiragur
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4512
Random Spiking Neural Networks are Stable and Spectrally Simple
In Poster Session 4 Pavilion 4
Ernesto Araya · Massimiliano Datres · Gitta Kutyniok
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1125
Towards Sustainable Investment Policies Informed by Opponent Shaping
In Poster Session 4 Pavilion 3
Juan Duque · Razvan Ciuca · Ayoub Echchahed · Hugo Larochelle · Aaron Courville
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4511
The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm
In Poster Session 4 Pavilion 4
Jiale Chen ⋅ Yalda Shabanzadeh ⋅ Elvir Crnčević ⋅ Torsten Hoefler ⋅ Dan Alistarh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1126
BoreaRL: A Multi-Objective Reinforcement Learning Environment for Climate-Adaptive Boreal Forest Management
In Poster Session 4 Pavilion 3
Kevin Dsouza ⋅ Enoch Ofosu ⋅ Daniel Amaogu ⋅ Jérôme Pigeon ⋅ Richard Boudreault ⋅ Pooneh Maghoul ⋅ Juan Moreno-Cruz ⋅ Yuri Leonenko
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1226
Extending Sequence Length is Not All You Need: Effective Integration of Multimodal Signals for Gene Expression Prediction
In Poster Session 4 Pavilion 3
Zhao Yang · Yi Duan · Jiwei Zhu · Ying Ba · Chuan Cao · Bing Su
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4510
Specialization after Generalization: Towards Understanding Test-Time Training in Foundation Models
In Poster Session 4 Pavilion 4
Jonas Hübotter ⋅ Patrik Wolf ⋅ Aleksandr Shevchenko ⋅ Dennis Jüni ⋅ Andreas Krause ⋅ Gil Kur
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1225
CAPSUL: A Comprehensive Human Protein Benchmark for Subcellular Localization
In Poster Session 4 Pavilion 3
Yicheng Hu · Xinyu Lin · Shulin Li · Wenjie Wang · Fengbin ZHU · Fuli Feng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4509
Offline Reinforcement Learning with Adaptive Feature Fusion
In Poster Session 4 Pavilion 4
Tieru Wang · Kunbao Wu · Guoshun Nan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4508
Improving and Accelerating Offline RL in Large Discrete Action Spaces with Structured Policy Initialization
In Poster Session 4 Pavilion 4
Matt Landers ⋅ Taylor Killian ⋅ Tom Hartvigsen ⋅ Afsaneh Doryab
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1224
Controlling Repetition in Protein Language Models
In Poster Session 4 Pavilion 3
Jiahao Zhang · ZEQING ZHANG · Di Wang · Lijie Hu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4507
Adaptive Scaling of Policy Constraints for Offline Reinforcement Learning
In Poster Session 4 Pavilion 4
Jing Tan · Xiaorui Li · Chao Yao · Xiaojuan Ban · Yuetong FANG · Renjing Xu · Zhaolin Yuan
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1223
PathChat-SegR1: Reasoning Segmentation in Pathology via SO-GRPO
In Poster Session 4 Pavilion 3
Zelin Liu · Dongdong Chen · Yusong Sun · Yuqi Hu · Huang Jie · Sicheng Dong · Xu Han · Hongmei Yi · Qiyuan Bao · Lichi Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4506
APC-RL: Exceeding data-driven behavior priors with adaptive policy composition
In Poster Session 4 Pavilion 4
Finn Rietz ⋅ Pedro Zuidberg Dos Martires ⋅ Johannes A. Stork
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1222
Automatic and Structure-Aware Sparsification of Hybrid Neural ODEs with Application to Glucose Prediction
In Poster Session 4 Pavilion 3
Bob Zou ⋅ Lu Tian
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4505
Efficient Offline Reinforcement Learning via Peer-Influenced Constraint
In Poster Session 4 Pavilion 4
Yujia Zhang · Lin Li · Wei Wei · Jianguo Wu · Yi Ma · Jiye Liang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4504
Decoupled Q-Chunking
In Poster Session 4 Pavilion 4
Qiyang Li · Seohong Park · Sergey Levine
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1220
Improving Long-Range Interactions in Graph Neural Simulators via Hamiltonian Dynamics
In Poster Session 4 Pavilion 3
Tai Hoang · Alessandro Trenta · Alessio Gravina · Niklas Freymuth · Philipp Becker · Davide Bacciu · Gerhard Neumann
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4503
Scalable In-Context Q-Learning
In Poster Session 4 Pavilion 4
Jinmei Liu · Fuhong Liu · Zhenhong Sun · Jianye HAO · Huaxiong Li · Bo Wang · Daoyi Dong · Chunlin Chen · Zhi Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1219
FlowSymm: Physics–Aware, Symmetry–Preserving Graph Attention for Network Flow Completion
In Poster Session 4 Pavilion 3
Ege Demirci · Francesco Bullo · Ananthram Swami · Ambuj K Singh
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1218
Riesz Neural Operator for Solving Partial Differential Equations
In Poster Session 4 Pavilion 3
Shouyi Liu · Xiaokang Yang · Yuntian Chen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4502
ADM-v2: Pursuing Full-Horizon Roll-out in Dynamics Models for Offline Policy Learning and Evaluation
In Poster Session 4 Pavilion 4
Haoxin Lin · Siyuan Xiao · Yi-Chen Li · Zhilong Zhang · Yihao Sun · Chengxing Jia · Yang Yu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1217
Accelerating Inference for Multilayer Neural Networks with Quantum Computers
In Poster Session 4 Pavilion 3
Arthur G. Rattew ⋅ Po-Wei Huang ⋅ Naixu Guo ⋅ Lirandë Pira ⋅ Patrick Rebentrost
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4501
Offline Preference-Based Value Optimization
In Poster Session 4 Pavilion 4
Hyungkyu Kang ⋅ Min-hwan Oh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4601
MAGE: Multi-scale Autoregressive Generation for Offline Reinforcement Learning
In Poster Session 4 Pavilion 4
Chenxing Lin · Xinhui Gao · Haipeng Zhang · Xinran Li · Haitao Wang · Songzhu Mei · Chenglu Wen · Weiquan Liu · Siqi Shen · Cheng Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1216
Spectral-guided Physical Dynamics Distillation
In Poster Session 4 Pavilion 3
Youjin Kim ⋅ Dagyeong Na ⋅ JaeYong Lee ⋅ Junseok Kwon
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4602
Escaping Policy Contraction: Contraction-Aware PPO (CaPPO) for Stable Language Model Fine-Tuning
In Poster Session 4 Pavilion 4
Dun Yuan · Di Wu · Xue Liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1215
Beyond Structure: Invariant Crystal Property Prediction with Pseudo-Particle Ray Diffraction
In Poster Session 4 Pavilion 3
Bin Cao ⋅ Yang Liu ⋅ Longhan Zhang ⋅ Yifan Wu ⋅ Zhixun Li ⋅ Yuyu Luo ⋅ Hong Cheng ⋅ Yang Ren ⋅ Tongyi ZHANG
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1214
Adaptive Mamba Neural Operators
In Poster Session 4 Pavilion 3
Zeyuan Song · Zheyu Jiang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4603
Use the Online Network If You Can: Towards Fast and Stable Reinforcement Learning
In Poster Session 4 Pavilion 4
Ahmed Hendawy ⋅ Henrik Metternich ⋅ Théo Vincent ⋅ Mahdi Kallel ⋅ Jan Peters ⋅ Carlo D Eramo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4604
Efficient Reinforcement Learning by Guiding World Models with Non-Curated Data
In Poster Session 4 Pavilion 4
Yi Zhao · Aidan Scannell · Wenshuai Zhao · Yuxin Hou · Tianyu Cui · Le Chen · Dieter Büchler · Arno Solin · Juho Kannala · Joni Pajarinen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1213
P3D: Highly Scalable 3D Neural Surrogates for Physics Simulations with Global Context
In Poster Session 4 Pavilion 3
Benjamin Holzschuh ⋅ Georg Kohl ⋅ Florian Redinger ⋅ Nils Thuerey
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4605
Don't Just Fine-tune the Agent, Tune the Environment
In Poster Session 4 Pavilion 4
Siyuan Lu · Zechuan Wang · Hongxuan Zhang · Qintong Wu · Leilei Gan · Chenyi Zhuang · Jinjie Gu · Tao Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1212
ViPRA: Video Prediction for Robot Actions
In Poster Session 4 Pavilion 3
Sandeep Kumar Routray ⋅ Hengkai Pan ⋅ Unnat Jain ⋅ Shikhar Bahl ⋅ Deepak Pathak
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4606
Principled Fast and Meta Knowledge Learners for Continual Reinforcement Learning
In Poster Session 4 Pavilion 4
Ke Sun ⋅ Hongming Zhang ⋅ Jun Jin ⋅ Chao Gao ⋅ Xi Chen ⋅ Wulong Liu ⋅ Linglong Kong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1211
REI-Bench: Can Embodied Agents Understand Vague Human Instructions in Task Planning?
In Poster Session 4 Pavilion 3
Chenxi Jiang ⋅ Chuhao Zhou ⋅ Jianfei Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4607
FlowRL: Matching Reward Distributions for LLM Reasoning
In Poster Session 4 Pavilion 4
Xuekai Zhu · Daixuan Cheng · Dinghuai Zhang · Henry Li · Kaiyan Zhang · Che Jiang · Youbang Sun · Ermo Hua · Yuxin Zuo · Xingtai Lv · Qizheng Zhang · Lin Chen · Fanghao Shao · Bo Xue · Yunchong Song · Zhenjie Yang · Ganqu Cui · Ning Ding · Jianfeng Gao · Xiaodong Liu · Bowen Zhou · Hongyuan Mei · Zhouhan Lin
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1210
Plan-R1: Safe and Feasible Trajectory Planning as Language Modeling
In Poster Session 4 Pavilion 3
Xiaolong Tang · Meina Kan · Shiguang Shan · Xilin CHEN
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1209
Robotic Manipulation by Imitating Generated Videos Without Physical Demonstrations
In Poster Session 4 Pavilion 3
Shivansh Patel ⋅ Shraddhaa Mohan ⋅ Hanlin Mai ⋅ Unnat Jain ⋅ Svetlana Lazebnik ⋅ Yunzhu Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4608
BRIDGE: Bi-level Reinforcement Learning for Dynamic Group Structure in Coalition Formation Games
In Poster Session 4 Pavilion 4
Shuqing Shi · Nam Tran · Hao Liang · Debmalya Mandal · Long Tran-Thanh · Yali Du
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1208
OmniEVA: Embodied Versatile Planner via Task-Adaptive 3D-Grounded and Embodiment-aware Reasoning
In Poster Session 4 Pavilion 3
Yuecheng Liu · DaFeng Chi · Shiguang Wu · Zhanguang Zhang · Yuzheng Zhuang · Bowen Yang · He Zhu · Lingfeng Zhang · Pengwei Xie · David Gamaliel Arcos Bravo · Yingxue Zhang · Jianye HAO · Xingyue Quan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4609
Intention-Conditioned Flow Occupancy Models
In Poster Session 4 Pavilion 4
Chongyi Zheng ⋅ Seohong Park ⋅ Sergey Levine ⋅ Benjamin Eysenbach
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4610
Reliability-Adjusted Prioritized Experience Replay
In Poster Session 4 Pavilion 4
Leonard S. Pleiss ⋅ Tobias Sutter ⋅ Maximilian Schiffer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1207
ResWorld: Temporal Residual World Model for End-to-End Autonomous Driving
In Poster Session 4 Pavilion 3
Jinqing Zhang · Zehua Fu · zelinxu · wenying.dai · Qingjie Liu · Yunhong Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1206
Embodied Navigation Foundation Model
In Poster Session 4 Pavilion 3
Jiazhao Zhang · Anqi Li · Yunpeng Qi · Minghan Li · Jiahang Liu · Shaoan Wang · Haoran Liu · Gengze Zhou · Yuze Wu · Xingxing Li · Yuxin Fan · Wenjun Li · Zhibo Chen · Fei Gao · Qi Wu · Zhizheng Zhang · He Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4611
RLAC: Reinforcement Learning with Adversarial Critic for Free-Form Generation Tasks
In Poster Session 4 Pavilion 4
Mian Wu · Gavin Zhang · Sewon Min · Sergey Levine · Aviral Kumar
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1205
FASTer: Toward Powerful and Efficient Autoregressive Vision–Language–Action Models with Learnable Action Tokenizer and Block-wise Decoding
In Poster Session 4 Pavilion 3
Yicheng Liu · Shiduo Zhang · Zibin Dong · Baijun Ye · Tianyuan Yuan · Xiaopeng Yu · Linqi Yin · Chenhao Lu · Junhao Shi · Luca Jiang-Tao Yu · Liangtao Zheng · Jingjing Gong · Tao Jiang · Xipeng Qiu · Hang Zhao
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4612
Stackelberg Coupling of Online Representation Learning and Reinforcement Learning
In Poster Session 4 Pavilion 4
Fernando Martinez ⋅ Tao Li ⋅ Yingdong Lu ⋅ Juntao Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1204
From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors
In Poster Session 4 Pavilion 3
Zhengshen Zhang ⋅ 昊 李 ⋅ Yalun Dai ⋅ Zhengbang Zhu ⋅ Lei Zhou ⋅ Chenchen Liu ⋅ Dong Wang ⋅ Francis Tay ⋅ Sijin Chen ⋅ Ziwei Liu ⋅ Yuxiao Liu ⋅ Xinghang Li ⋅ Pan Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4613
Adaptive Rollout Allocation for Online Reinforcement Learning with Verifiable Rewards
In Poster Session 4 Pavilion 4
Hieu Nguyen · Bao Nguyen · Wenao Ma · Yuzhi Zhao · Ruifeng She · Viet Anh Nguyen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1203
Sparse Imagination for Efficient Visual World Model Planning
In Poster Session 4 Pavilion 3
Junha Chun ⋅ Youngjoon Jeong ⋅ Taesup Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4614
Rank-GRPO: Training LLM-based Conversational Recommender Systems with Reinforcement Learning
In Poster Session 4 Pavilion 4
Yaochen Zhu · Harald Steck · Dawen Liang · Yinhan He · Vito Ostuni · Jundong Li · Nathan Kallus
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1202
EquAct: An SE(3)-Equivariant Multi-Task Transformer for 3D Robotic Manipulation
In Poster Session 4 Pavilion 3
Xupeng Zhu ⋅ Yu Qi ⋅ Yizhe Zhu ⋅ Robin Walters ⋅ Robert Platt
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4615
Quantile Advantage Estimation: Stabilizing RLVR for LLM Reasoning
In Poster Session 4 Pavilion 4
Junkang Wu · Kexin Huang · Jiancan Wu · An Zhang · Xiang Wang · Xiangnan He
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3612
DexMove: Learning Tactile-Guided Non-Prehensile Manipulation with Dexterous Hands
In Poster Session 4 Pavilion 4
Pei Lin ⋅ Yuzhe Huang ⋅ Wanlin Li ⋅ Chenxi Xiao ⋅ Ziyuan Jiao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#422
Time Optimal Execution of Action Chunk Policies Beyond Demonstration Speed
In Poster Session 4 Pavilion 3
Sunwoo Kim ⋅ Jeongjun Kim ⋅ Joseph Lim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4616
Graph-Theoretic Intrinsic Reward: Guiding RL with Effective Resistance
In Poster Session 4 Pavilion 4
Jatin Chauhan · Shivam Bhardwaj · Aditya Saibewar · Aditya Ramesh · Sadbhavana Babar · Manohar Kaul
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1201
CoNavBench: Collaborative Long-Horizon Vision-Language Navigation Benchmark
In Poster Session 4 Pavilion 3
Tianhang Wang · Xinhai Li · Fan Lu · Tianshi Gong · Jiankun Dong · Weiyi Xue · Sanqing Qu · Chenjia Bai · Guang Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1301
ARTDECO: Toward High-Fidelity On-the-Fly Reconstruction with Hierarchical Gaussian Structure and Feed-Forward Guidance
In Poster Session 4 Pavilion 3
Guanghao Li · Kerui Ren · Linning Xu · Zhewen Zheng · Changjian Jiang · Xin Gao · Bo DAI · Jian Pu · Mulin Yu · Jiangmiao Pang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4617
Wavelet Predictive Representations for Non-Stationary Reinforcement Learning
In Poster Session 4 Pavilion 4
Min Wang · Xin Li · Ye He · Yao-Hui Li · Hasnaa Bennis · Riashat Islam · Mingzhong Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4618
AMPED: Adaptive Multi-objective Projection for balancing Exploration and skill Diversification
In Poster Session 4 Pavilion 4
Geonwoo Cho ⋅ Jaemoon Lee ⋅ Jaegyun Im ⋅ Subi Lee ⋅ Jihwan Lee ⋅ Sundong Kim
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1302
Policy Contrastive Decoding for Robotic Foundation Models
In Poster Session 4 Pavilion 3
Shihan Wu ⋅ Xu Luo ⋅ Ji Zhang ⋅ Junlin Xie ⋅ Jingkuan Song ⋅ Heng Tao Shen ⋅ Lianli Gao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4718
Parameter-Efficient Reinforcement Learning using Prefix Optimization
In Poster Session 4 Pavilion 4
Itamar Rocha Filho ⋅ Rosie Zhao ⋅ Sham Kakade ⋅ Eran Malach ⋅ Samy Jelassi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1303
AsyncBEV: Cross-modal flow alignment in Asynchronous 3D Object Detection
In Poster Session 4 Pavilion 3
Shiming Wang · Holger Caesar · Liangliang Nan · Julian Kooij
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1304
UrbanVerse: Scaling Urban Simulation by Watching City-Tour Videos
In Poster Session 4 Pavilion 3
Mingxuan Liu ⋅ Honglin He ⋅ Elisa Ricci ⋅ Wayne Wu ⋅ Bolei Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4717
Tricks or Traps? A Deep Dive into RL for LLM Reasoning
In Poster Session 4 Pavilion 4
Zihe Liu · Jiashun Liu · Yancheng He · Weixun Wang · JIAHENG LIU · Ling Pan · Xinyu Hu · Shaopan Xiong · Ju Huang · Jian Hu · Shengyi Huang · Siran Yang · Jiamang Wang · wenbo su · Bo Zheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4716
Horizon Imagination: Efficient On-Policy Rollout in Diffusion World Models
In Poster Session 4 Pavilion 4
Lior Cohen · Ofir Nabati · Kaixin Wang · Navdeep Kumar · Shie Mannor
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1305
EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video
In Poster Session 4 Pavilion 3
Ryan Hoque · Peide Huang · David Yoon · Mouli sivapurapu · Jian Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4715
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification
In Poster Session 4 Pavilion 4
Yongliang Wu · Yizhou Zhou · Ziheng Zhou · Yingzhe Peng · Xinyu Ye · Xinting Hu · Wenbo Zhu · Lu Qi · Ming-Hsuan Yang · xu yang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1306
Off-Policy Safe Reinforcement Learning with Cost-Constrained Optimistic Exploration
In Poster Session 4 Pavilion 3
Guopeng Li · Matthijs T. J. Spaan · Julian Kooij
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4714
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Tree-based Search
In Poster Session 4 Pavilion 4
Fang Wu ⋅ Weihao Xuan ⋅ Heli Qi ⋅ Aaron Tu ⋅ Ximing Lu ⋅ Li Li ⋅ Yejin Choi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1307
Disentangled Robot Learning via Separate Forward and Inverse Dynamics Pretraining
In Poster Session 4 Pavilion 3
Wenyao Zhang · Bozhou Zhang · Zekun Qi · Wenjun Zeng · Xin Jin · Li Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4713
Policy Likelihood-based Query Sampling and Critic-Exploited Reset for Efficient Preference-based Reinforcement Learning
In Poster Session 4 Pavilion 4
Jongkook Heo ⋅ JAEHOON KIM ⋅ Young Jae Lee ⋅ Min Gu Kwak ⋅ Youngjoon Park ⋅ Seoung Bum Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1308
When a Robot is More Capable than a Human: Learning from Constrained Demonstrators
In Poster Session 4 Pavilion 3
Xinhu Li ⋅ Ayush Jain ⋅ Zhaojing Yang ⋅ Yigit Korkmaz ⋅ Erdem Bıyık
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4712
3D-aware Disentangled Representation for Compositional Reinforcement Learning
In Poster Session 4 Pavilion 4
Sungbin Mun ⋅ Younghwan Lee ⋅ Cheolhui MIn ⋅ Mineui Hong ⋅ Young Min Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1309
DemoGrasp: Universal Dexterous Grasping from a Single Demonstration
In Poster Session 4 Pavilion 3
Haoqi Yuan · Ziye Huang · Ye Wang · Chuan Mao · Chaoyi Xu · Zongqing Lu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4711
Flowing Through States: Neural ODE Regularization for Reinforcement Learning
In Poster Session 4 Pavilion 4
Mohamed Ghanem · Bernd Finkbeiner
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1310
DexNDM: Closing the Reality Gap for Dexterous In-Hand Rotation via Joint-Wise Neural Dynamics Model
In Poster Session 4 Pavilion 3
Xueyi Liu ⋅ He Wang ⋅ Li Yi
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1311
Master Skill Learning with Policy-Grounded Synergy of LLM-based Reward Shaping and Exploring
In Poster Session 4 Pavilion 3
Yanbin Chang · Junfan Lin · Jie Jiang · Runhao Zeng · Changxin Huang · Jianqiang Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4709
Entropy Regularizing Activation: Boosting Continuous Control, Large Language Models, and Image Classification with Activation as Entropy Constraints
In Poster Session 4 Pavilion 4
Zilin Kang ⋅ Chonghua Liao ⋅ Tingqiang Xu ⋅ Huazhe Xu
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1312
From Seeing to Experiencing: Scaling Navigation Foundation Models with Reinforcement Learning
In Poster Session 4 Pavilion 3
Honglin He · Yukai Ma · Brad Squicciarini · Wayne Wu · Bolei Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1313
Online time series prediction using feature adjustment
In Poster Session 4 Pavilion 3
Xiannan Huang ⋅ Shuhan Qiu ⋅ Jiayuan Du ⋅ Chao Yang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4708
MVR: Multi-view Video Reward Shaping for Reinforcement Learning
In Poster Session 4 Pavilion 4
Lirui Luo ⋅ Guoxi Zhang ⋅ Hongming Xu ⋅ Yaodong Yang ⋅ Cong Fang ⋅ Qing Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1314
Latent-to-Data Cascaded Diffusion Models for Unconditional Time Series Generation
In Poster Session 4 Pavilion 3
Lifeng Shen · Kai Syun Hou · Weiyu Chen · James Kwok
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#112
When would Vision-Proprioception Policies Fail in Robotic Manipulation?
In Poster Session 4 Pavilion 3
Jingxian Lu · Wenke Xia · Yuxuan Wu · Zhiwu Lu · Di Hu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4707
Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions
In Poster Session 4 Pavilion 4
Haoze Wu · Cheng Wang · Wenshuo Zhao · Junxian He
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4706
Deep SPI: Safe Policy Improvement via World Models
In Poster Session 4 Pavilion 4
Florent Delgrange ⋅ Raphael Avalos ⋅ Willem Röpke
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4705
SafeMPO: Constrained Reinforcement Learning with Probabilistic Incremental Improvement
In Poster Session 4 Pavilion 4
Alexander Mattick · Dominik Seuß · Christopher Mutschler
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1316
Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative
In Poster Session 4 Pavilion 3
Zihao Li · Xiao Lin · Zhining Liu · Jiaru Zou · Ziwei Wu · Lecheng Zheng · Dongqi Fu · Yada Zhu · Hendrik Hamann · Hanghang Tong · Jingrui He
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4704
SSVPO: Effective Step-Level Credit Assignment for RL Training of Language Models
In Poster Session 4 Pavilion 4
Yugu Li · Zehong Cao · Jianglin Qiao · Siyi Hu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1317
Rating Quality of Diverse Time Series Data by Meta-learning from LLM Judgment
In Poster Session 4 Pavilion 3
Shunyu Wu · Dan Li · Wenjie Feng · Haozheng Ye · Jian Lou · See-Kiong Ng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4703
Robustness in the Face of Partial Identifiability in Reward Learning
In Poster Session 4 Pavilion 4
Filippo Lazzati · Alberto Maria Metelli
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1318
MixLinear: Extreme Low Resource Multivariate Time Series Forecasting with $0.1K$ Parameters
In Poster Session 4 Pavilion 3
Aitian Ma ⋅ Dongsheng Luo ⋅ Mo Sha
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4702
When Is Diversity Rewarded in Cooperative Multi-Agent Learning?
In Poster Session 4 Pavilion 4
Michael Amir ⋅ Matteo Bettini ⋅ Amanda Prorok
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1319
EMBridge: Enhancing Gesture Generalization from EMG Signals Through Cross-modal Representation Learning
In Poster Session 4 Pavilion 3
Wenhui Cui · Christopher M. Sandino · Hadi Pouransari · Ran Liu · Juri Minxha · Ellen Zippi · Erdrin Azemi · Behrooz Mahasseni
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1320
TSPulse: Tiny Pre-Trained Models with Disentangled Representations for Rapid Time-Series Analysis
In Poster Session 4 Pavilion 3
Vijay Ekambaram · Subodh Kumar · Arindam Jati · Sumanta Mukherjee · Tomoya Sakai · Pankaj Dayama · Wesley Gifford · Jayant Kalagnanam
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4701
KRAMABENCH: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes
In Poster Session 4 Pavilion 4
Eugenie Lai ⋅ Gerardo Vitagliano ⋅ Ziyu Zhang ⋅ Om Chabra ⋅ SIVAPRASAD SUDHIR ⋅ Anna Zeng ⋅ Anton Zabreyko ⋅ Chenning Li ⋅ Ferdi Kossmann ⋅ Jialin Ding ⋅ Jun Chen ⋅ Markos Markakis ⋅ Matthew Russo ⋅ Weiyang Wang ⋅ Ziniu Wu ⋅ Mike Cafarella ⋅ Lei Cao ⋅ Samuel Madden ⋅ Tim Kraska
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1321
Long-range Modeling and Processing of Multimodal Event Sequences
In Poster Session 4 Pavilion 3
Jichu Li ⋅ Yilun Zhong ⋅ Zhiting Li ⋅ Feng Zhou ⋅ Quyu Kong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4801
Correlated Policy Optimization in Multi-Agent Subteams
In Poster Session 4 Pavilion 4
Dingyang Chen · Jianing Ye · Zhenyu Zhang · Xiaolong Kuang · Xinyang Shen · Ozalp Ozer · Chongjie Zhang · Qi Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4802
Look-ahead Reasoning with a Learned Model in Imperfect Information Games
In Poster Session 4 Pavilion 4
Ondrej Kubicek ⋅ Viliam Lisý
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1322
Characteristic Root Analysis and Regularization for Linear Time Series Forecasting
In Poster Session 4 Pavilion 3
Zheng Wang ⋅ Kaixuan Zhang ⋅ Wanfang Chen ⋅ Xiaonan Lu ⋅ Longyuan Li ⋅ Tobias Schlagenhauf
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1323
T1: One-to-One Channel-Head Binding for Multivariate Time-Series Imputation
In Poster Session 4 Pavilion 3
Dongik Park ⋅ Hyunwoo Ryu ⋅ Suahn Bae ⋅ Keondo Park ⋅ Hyung-Sin Kim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4803
ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents
In Poster Session 4 Pavilion 4
Ido Levy · Ben wiesel · Sami Marreed · Alon Oved · Avi Yaeli · Segev Shlomov
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1324
PINFDiT: Energy-Based Physics-Informed Diffusion Transformers for General-purpose Time Series Tasks
In Poster Session 4 Pavilion 3
Defu Cao · Wen Ye · Yizhou Zhang · Sam Griesemer · Yan Liu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4804
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
In Poster Session 4 Pavilion 4
Zhuofeng Li ⋅ Haoxiang Zhang ⋅ Seungju Han ⋅ Sheng Liu ⋅ Jianwen Xie ⋅ Yu Zhang ⋅ Yejin Choi ⋅ James Y Zou ⋅ Pan Lu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1325
TimeRecipe: A Time-Series Forecasting Recipe via Benchmarking Module Level Effectiveness
In Poster Session 4 Pavilion 3
Zhiyuan Zhao ⋅ Juntong Ni ⋅ Shangqing Xu ⋅ Haoxin Liu ⋅ Wei Jin ⋅ B. Aditya Prakash
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4805
Continuous-Time Value Iteration for Multi-Agent Reinforcement Learning
In Poster Session 4 Pavilion 4
Xuefeng Wang · Lei Zhang · Henglin Pu · Ahmed Hussain Qureshi · Husheng Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4806
GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving
In Poster Session 4 Pavilion 4
Ruida WANG ⋅ Jiarui Yao ⋅ Rui Pan ⋅ Shizhe Diao ⋅ Tong Zhang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1326
Understanding the Implicit Biases of Design Choices for Time Series Foundation Models
In Poster Session 4 Pavilion 3
Annan Yu ⋅ Danielle Maddix ⋅ Boran Han ⋅ Xiyuan Zhang ⋅ Abdul Fatir Ansari ⋅ Oleksandr Shchur ⋅ Christos Faloutsos ⋅ Andrew Gordon Wilson ⋅ Michael W Mahoney ⋅ Bernie Wang
[ Slides]  [ Poster]  [ OpenReview] 
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4807
Defending Against Unknown Corrupted Agents: Reinforcement Learning of Adversarially Robust Nash Equilibria
In Poster Session 4 Pavilion 4
Andi Nika · Jonathan Nöther · Adish Singla · Goran Radanović
[ Poster] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1426
SciTS: Scientific Time Series Understanding and Generation with LLMs
In Poster Session 4 Pavilion 3
Wen Wu · Ziyang Zhang · Liwei Liu · Xuenan Xu · Jimin Zhuang · Ke Fan · Qitan Lv · Junlin Liu · Chen Zhang · Zheqi Yuan · Siyuan Hou · Tianyi Lin · Kai Chen · Bowen Zhou · Chao Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4808
Variance-Dependent Regret Lower Bounds for Contextual Bandits
In Poster Session 4 Pavilion 4
Jiafan He · Quanquan Gu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1425
Numerion: A Multi-Hypercomplex Model for Time Series Forecasting
In Poster Session 4 Pavilion 3
Hanzhong Cao ⋅ WenBo Yan ⋅ Ying Tan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1424
Learning linear state-space models with sparse system matrices
In Poster Session 4 Pavilion 3
Yasen Wang · Kaiqi Fang · Guijun Ma · Junlin Li · Mengyu Sun · Zhilan Huang · Gang Lu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4809
All Roads Lead to Likelihood: The Value of Reinforcement Learning in Fine-Tuning
In Poster Session 4 Pavilion 4
Gokul Swamy · Sanjiban Choudhury · Wen Sun · Steven Wu · Drew Bagnell
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1423
Seq vs Seq: An Open Suite of Paired Encoders and Decoders
In Poster Session 4 Pavilion 3
Orion Weller · Kathryn Ricci · Marc Marone · Antoine Chaffin · Dawn Lawrie · Ben Van Durme
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4810
ComputerRL: Scaling End-to-End Online Reinforcement Learning for Computer Use Agents
In Poster Session 4 Pavilion 4
Hanyu Lai · Xiao Liu · Yanxiao Zhao · Han Xu · Hanchen Zhang · Bohao Jing · Yanyu Ren · Shuntian Yao · Yuxiao Dong · Jie Tang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1422
MAPSS: Manifold-based Assessment of Perceptual Source Separation
In Poster Session 4 Pavilion 3
Amir Ivry ⋅ Samuele Cornell ⋅ Shinji Watanabe
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4811
EUBRL: Epistemic Uncertainty Directed Bayesian Reinforcement Learning
In Poster Session 4 Pavilion 4
Jianfei Ma ⋅ Wee Sun Lee
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4812
Near-Optimal Online Deployment and Routing for Streaming LLMs
In Poster Session 4 Pavilion 4
Shaoang Li · Jian Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1421
Estimating Semantic Alphabet Size for LLM Uncertainty Quantification
In Poster Session 4 Pavilion 3
Lucas McCabe ⋅ Rimon Melamed ⋅ Tom Hartvigsen ⋅ H Howie Huang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4813
MobileRL: Online Agentic Reinforcement Learning for Mobile GUI Agents
In Poster Session 4 Pavilion 4
Yifan Xu · Xiao Liu · Xinghan Liu · Jiaqi Fu · Jiayu Huang · Hanchen Zhang · Bohao Jing · Shudan Zhang · Yuting Wang · Zhao wenyi · Yuxiao Dong
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1420
FrugalRAG: Less is More in RL Finetuning for Multi-hop Question Answering
In Poster Session 4 Pavilion 3
Abhinav Java · Srivathsan Koundinyan · Nagarajan Natarajan · Amit Sharma
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1506
TrimR: Verifier-based Training-Free Thinking Trimming for Efficient Test-Time Scaling
In Poster Session 4 Pavilion 3
Weizhe Lin ⋅ Xing Li ⋅ Zhiyuan Yang ⋅ Xiaojin Fu ⋅ Huiling Zhen ⋅ Yaoyuan Wang ⋅ Xianzhi Yu ⋅ Wulong Liu ⋅ Xiaosong Li ⋅ Mingxuan Yuan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4814
Information-based Value Iteration Networks for Decision Making Under Uncertainty
In Poster Session 4 Pavilion 4
Cynthia Chen · Samantha Johnson · Cindy Poo · Michael Buice · Koosha Khalvati
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1419
R4: Nested Reasoning-Retrieval for Reward Modeling in Role-Playing Agents
In Poster Session 4 Pavilion 3
Renzhi Wang · Chongqiang Wei · Zhisheng Wang · Piji Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4815
WebSeer: Training Deeper Search Agents through Reinforcement Learning with Self-Reflection
In Poster Session 4 Pavilion 4
Guanzhong He · Zhen Yang · Jinxin Liu · Xu Bin · Lei Hou · Juanzi Li
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1418
Diagnosing and Remedying Knowledge Deficiencies in LLMs via Label-free Curricular Meaningful Learning
In Poster Session 4 Pavilion 3
Kai Xiong ⋅ Xiao Ding ⋅ Yixin Cao ⋅ Li Du ⋅ jiahao ying ⋅ yang zhao ⋅ Bing Qin ⋅ Ting Liu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4816
ReCAPA: Hierarchical Predictive Correction to Mitigate Cascading Failures
In Poster Session 4 Pavilion 4
Xiyin Zeng · Yuyu Sun · Haoyang Li · Shouqiang Liu · Hao Wang
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1417
Transducing Language Models
In Poster Session 4 Pavilion 3
Vésteinn Snæbjarnarson ⋅ Samuel Kiegeland ⋅ Tianyu Liu ⋅ Reda Boumasmoud ⋅ Ryan Cotterell ⋅ Tim Vieira
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1416
Calibrating Verbalized Confidence with Self-Generated Distractors
In Poster Session 4 Pavilion 3
Victor Wang ⋅ Elias Stengel-Eskin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4817
TRIM: Hybrid Inference via Targeted Stepwise Routing in Multi-Step Reasoning Tasks
In Poster Session 4 Pavilion 4
Vansh Kapoor · Aman Gupta · Hao Chen · Anurag Beniwal · Jing Huang · Aviral Kumar
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4818
Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments
In Poster Session 4 Pavilion 4
Romain Froger · Pierre Andrews · Matteo Bettini · Amar Budhiraja · Ricardo Cabral · Virginie Do · Emilien Garreau · Jean-Baptiste Gaya · Hugo Laurençon · Maxime Lecanu · Kunal Malkan · Dheeraj Mekala · Pierre Ménard · Gerard Bertran · Ulyana Piterbarg · Mikhail Plekhanov · Mathieu Rita · Andrey Rusakov · Vladislav Vorotilov · Mengjuew Wang · Ian Yu · Amine Benhalloum · Grégoire Mialon · Thomas Scialom
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1415
CLARC: C/C++ Benchmark for Robust Code Search
In Poster Session 4 Pavilion 3
Kaicheng Wang ⋅ Liyan Huang ⋅ Weike Fang ⋅ Weihang Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4918
Prompt Curriculum Learning for Efficient LLM Post-Training
In Poster Session 4 Pavilion 4
Zhaolin Gao · Joongwon Kim · Wen Sun · Thorsten Joachims · Sid Wang · Richard Yuanzhe Pang · Liang Tan
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1414
Learning Hierarchical and Geometry-Aware Graph Representations for Text-to-CAD
In Poster Session 4 Pavilion 3
Shengjie Gong ⋅ Wenjie Peng ⋅ Hongyuan Chen ⋅ Gangyu Zhang ⋅ Yunqing Hu ⋅ Huiyuan Zhang ⋅ Shuangping Huang ⋅ Tianshui Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4917
AutoTool: Automatic Scaling of Tool-Use Capabilities in RL via Decoupled Entropy Constraints
In Poster Session 4 Pavilion 4
Yirong Zeng · Xiao Ding · Yufei Liu · Yuxian Wang · Qunyao Du · Yutai Hou · Wu Ning · Haonan Song · Duyu Tang · Dandan Tu · Bing Qin · Ting Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1413
LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora
In Poster Session 4 Pavilion 3
Luyao Zhuang · Shengyuan Chen · Yilin Xiao · Huachi Zhou · Yujing Zhang · Hao Chen · Qinggang Zhang · Xiao Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4916
Beyond English-Centric Training: How Reinforcement Learning Improves Cross-Lingual Reasoning in LLMs
In Poster Session 4 Pavilion 4
Shulin Huang ⋅ Yiran Ding ⋅ Junshu Pan ⋅ Yue Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1412
When to Ensemble: Identifying Token-Level Points for Stable and Fast LLM Ensembling
In Poster Session 4 Pavilion 3
Heecheol Yun ⋅ Kwangmin Ki ⋅ Jung Hyun Lee ⋅ Eunho Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4915
Shop-R1: Rewarding LLMs to Simulate Human Behavior in Online Shopping via Reinforcement Learning
In Poster Session 4 Pavilion 4
Yimeng Zhang · Tian Wang · Jiri Gesi · Ziyi Wang · Yuxuan Lu · Jiacheng Lin · Simon Zhan · Vianne Gao · Ruochen Jiao · Junze Liu · Kun Qian · Yuxin Tang · Ran Xue · Houyu Zhang · Qingjun Cui · Yufan Guo · Dakuo Wang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1411
Verification and Co-Alignment via Heterogeneous Consistency for Preference-Aligned LLM Annotations
In Poster Session 4 Pavilion 3
cheng chen ⋅ Haiyan Yin ⋅ Ivor Tsang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1410
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
In Poster Session 4 Pavilion 3
Siru Ouyang · Jun Yan · I-Hung Hsu · Yanfei Chen · Ke Jiang · Zifeng Wang · Rujun Han · Long Le · Samira Daruki · Xiangru Tang · Vishy Tirumalashetty · George Lee · Mahsan Rofouei · Hangfei Lin · Jiawei Han · Chen-Yu Lee · Tomas Pfister
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4914
Stop Unnecessary Reflection: Training LRMs for Efficient Reasoning with Adaptive Reflection and Length Coordinated Penalty
In Poster Session 4 Pavilion 4
Zewei Yu · Lirong Gao · Yuke Zhu · Bo Zheng · Junbo Zhao · Sheng Guo · Haobo Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1409
RE-PO: Robust Enhanced Policy Optimization as a General Framework for LLM Alignment
In Poster Session 4 Pavilion 3
Xiaoyang Cao ⋅ Zelai Xu ⋅ Mo Guang ⋅ Kaiwen Long ⋅ Michiel Bakker ⋅ Yu Wang ⋅ Chao Yu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4913
Scaling Goal-conditioned Reinforcement Learning with Multistep Quasimetric Distances
In Poster Session 4 Pavilion 4
Bill Zheng ⋅ Vivek Myers ⋅ Benjamin Eysenbach ⋅ Sergey Levine
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4912
Robust Optimization for Mitigating Reward Hacking with Correlated Proxies
In Poster Session 4 Pavilion 4
Zixuan Liu · Xiaolin Sun · Zizhan Zheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1408
Generative Adversarial Reasoner: Enhancing LLM Reasoning with Adversarial Reinforcement Learning
In Poster Session 4 Pavilion 3
Qihao Liu · Luoxin Ye · Wufei Ma · Yu-Cheng Chou · Alan Yuille
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1407
SimpleToM: Exposing the Gap between Explicit ToM Inference and Implicit ToM Application in LLMs
In Poster Session 4 Pavilion 3
Yuling Gu ⋅ Oyvind Tafjord ⋅ Hyunwoo Kim ⋅ Jared Moore ⋅ Ronan Le Bras ⋅ Peter Clark ⋅ Yejin Choi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4911
Discrete Compositional Generation via General Soft Operators and Robust Reinforcement Learning
In Poster Session 4 Pavilion 4
Marco Jiralerspong · Esther Derman · Danilo Vucetic · Nikolay Malkin · Bilun Sun · Tianyu Zhang · Pierre-Luc Bacon · Gauthier Gidel
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4910
Toward Efficient Exploration by Large Language Model Agents
In Poster Session 4 Pavilion 4
Dilip Arumugam ⋅ Thomas L. Griffiths
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1406
Measuring LLM Novelty As The Frontier Of Original And High-Quality Output
In Poster Session 4 Pavilion 3
Vishakh Padmakumar · Chen Yueh-Han · Jane Pan · Valerie Chen · He He
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1405
MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs
In Poster Session 4 Pavilion 3
Zhenyan Lu · Daliang Xu · Dongqi Cai · Zexi Li · WEI LIU · Jian Luan · Fangming Liu · Shangguang Wang · Mengwei Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4909
SWE-RM: Execution-free Feedback for Software Engineering Agents
In Poster Session 4 Pavilion 4
KaShun SHUM · Binyuan Hui · Jiawei Chen · Lei Zhang · X. W. · Jiaxi Yang · Yuzhen Huang · Junyang Lin · Junxian He
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4908
Predictive CVaR Q-learning
In Poster Session 4 Pavilion 4
Ju-Hyun Kim · Seungki Min
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1404
On the Shelf Life of Fine-Tuned LLM-Judges: Future-Proofing, Backward-Compatibility, and Question Generalization
In Poster Session 4 Pavilion 3
Janvijay Singh · Austin Xu · Yilun Zhou · Yefan Zhou · Dilek Hakkani-Tür · Shafiq Joty
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4907
Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences
In Poster Session 4 Pavilion 4
Zhuoran Jin · Hongbang Yuan · Kejian Zhu · Jiachun Li · Pengfei Cao · Yubo Chen · Kang Liu · Jun Zhao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1403
Evoking User Memory: Personalizing LLM via Recollection-Familiarity Adaptive Retrieval
In Poster Session 4 Pavilion 3
Yingyi Zhang ⋅ Junyi Li ⋅ Wenlin Zhang ⋅ Pengyue Jia ⋅ Xianneng Li ⋅ Yichao Wang ⋅ Derong Xu ⋅ Yi Wen ⋅ Huifeng Guo ⋅ Yong Liu ⋅ Xiangyu Zhao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1402
SpeechOp: Inference-Time Task Composition for Generative Speech Processing
In Poster Session 4 Pavilion 3
Justin Lovelace · Rithesh Kumar · Jiaqi Su · Ke Chen · Kilian Weinberger · Zeyu Jin
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4906
Group-Relative REINFORCE Is Secretly an Off-Policy Algorithm: Demystifying Some Myths About GRPO and Its Friends
In Poster Session 4 Pavilion 4
Chaorui Yao ⋅ Yanxi Chen ⋅ Yuchang Sun ⋅ Yushuo Chen ⋅ Wenhao Zhang ⋅ Xuchen Pan ⋅ Yaliang Li ⋅ Bolin Ding
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1401
Closing the Gap Between Text and Speech Understanding in LLMs
In Poster Session 4 Pavilion 3
Santiago Cuervo · Skyler Seto · Maureen de Seyssel · Richard Bai · Zijin Gu · Tatiana Likhomanenko · Navdeep Jaitly · Zakaria Aldeneh
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4905
Meta-RL Induces Exploration in Language Agents
In Poster Session 4 Pavilion 4
Yulun Jiang · Liangze Jiang · Damien Teney · Michael Moor · Maria Brbic
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1501
Bounds of Chain-of-Thought Robustness: Reasoning Steps, Embed Norms, and Beyond
In Poster Session 4 Pavilion 3
Dingzirui Wang · Xuanliang Zhang · Keyan Xu · Qingfu Zhu · Wanxiang Che · Yang Deng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4904
Aegis: Automated Error Generation and Attribution for Multi-Agent Systems
In Poster Session 4 Pavilion 4
Fanqi Kong · Ruijie Zhang · Huaxiao Yin · Guibin Zhang · Xiaofei Zhang · Ziang Chen · Zhaowei Zhang · Xiaoyuan Zhang · Song-Chun Zhu · Xue Feng
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4903
Fracture-GS: Dynamic Fracture Simulation with Physics-Integrated Gaussian Splatting
In Poster Session 4 Pavilion 4
Xiaogang Wang · Hongyu Wu · Wenfeng Song · Kai Xu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5302
DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively
In Poster Session 4 Pavilion 4
Yixuan Weng ⋅ Minjun Zhu ⋅ Qiujie Xie ⋅ QiYao Sun ⋅ Zhen Lin ⋅ Sifan Liu ⋅ Yue Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1503
Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding
In Poster Session 4 Pavilion 3
Seongwoong Shim ⋅ Myunsoo Kim ⋅ Jae Cho ⋅ Byung-Jun Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4902
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning
In Poster Session 4 Pavilion 4
Jiaru Zou · Soumya Roy · Vinay Verma · Ziyi Wang · David Wipf · Pan Lu · Sumit Negi · James Y Zou · Jingrui He
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4901
Neural Optimal Transport Meets Multivariate Conformal Prediction
In Poster Session 4 Pavilion 4
Vladimir Kondratyev · Alexander Fishkov · Mahmoud Hegazy · Nikita Kotelevskii · Rémi Flamary · Maxim Panov · Eric Moulines
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1504
GradPruner: Gradient-guided Layer Pruning Enabling Efficient Fine-Tuning and Inference for LLMs
In Poster Session 4 Pavilion 3
Wei Huang ⋅ Anda Cheng ⋅ Yinggui Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5001
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data
In Poster Session 4 Pavilion 4
Zhaoyang Liu · JingJing Xie · Zichen Ding · Zehao Li · Bowen Yang · Zhenyu Wu · Xuehui Wang · Qiushi Sun · Shi Liu · Weiyun Wang · Shenglong Ye · Qingyun Li · Zeyue Tian · Gen Luo · Xiangyu Yue · Biqing Qi · Kai Chen · Bowen Zhou · Yu Qiao · Qifeng Chen · Wenhai Wang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1505
AgentGym-RL: An Open-Source Framework to Train LLM Agents for Long-Horizon Decision Making via Multi-Turn RL
In Poster Session 4 Pavilion 3
Zhiheng Xi · Jixuan Huang · Chenyang Liao · Baodai Huang · Jiaqi Liu · Honglin Guo · yajie yang · Rui Zheng · Junjie Ye · Jiazheng Zhang · Wenxiang Chen · Wei He · Yiwen Ding · Guanyu Li · Zehui Chen · Zhengyin Du · Xuesong Yao · Yufei Xu · Jiecao Chen · Tao Gui · Zuxuan Wu · Qi Zhang · Xuanjing Huang · Yu-Gang Jiang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5002
What matters for Representation Alignment: Global Information or Spatial Structure?
In Poster Session 4 Pavilion 4
Jaskirat Singh · Xingjian Leng · Zongze Wu · Liang Zheng · Richard Zhang · Eli Shechtman · Saining Xie
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5003
Kevin: Multi-Turn RL for Generating CUDA Kernels
In Poster Session 4 Pavilion 4
Carlo Baronio · Pietro Marsella · Ben Pan · Simon Guo · Silas Alberti
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1507
ReTabAD: A Benchmark for Restoring Semantic Context in Tabular Anomaly Detection
In Poster Session 4 Pavilion 3
Sanghyu Yoon · Dongmin Kim · Suhee Yoon · YE SEUL SIM · Seungdong YOA · Hye-Seung Cho · Soonyoung Lee · Hankook Lee · Woohyung Lim
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5004
Learning to Reason via Mixture-of-Thought for Logical Reasoning
In Poster Session 4 Pavilion 4
Tong Zheng · Lichang Chen · Sophia Han · R. Thomas McCoy · Heng Huang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1508
UALM: Unified Audio Language Model for Understanding, Generation and Reasoning
In Poster Session 4 Pavilion 3
Jinchuan Tian · Sang-gil Lee · Zhifeng Kong · Sreyan Ghosh · Arushi Goel · Chao-Han Huck Yang · Wenliang Dai · Zihan Liu · Hanrong Ye · Shinji Watanabe · Mohammad Shoeybi · Bryan Catanzaro · Rafael Valle · Wei Ping
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1509
STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence
In Poster Session 4 Pavilion 3
Zihan Liu · Zhikang Niu · Qiuyang Xiao · Zhisheng Zheng · Ruoqi Yuan · Yuhang Zang · Yuhang Cao · Xiaoyi Dong · Jianze Liang · Xie Chen · Leilei Sun · Dahua Lin · Jiaqi Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5005
PersonaX: Multimodal Datasets with LLM-Inferred Behavior Traits
In Poster Session 4 Pavilion 4
Loka Li · Wong Kang · Minghao Fu · Guangyi Chen · Zhenhao Chen · Gongxu Luo · Yuewen Sun · Salman Khan · Peter Spirtes · Kun Zhang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5006
FormalML: A Benchmark for Evaluating Formal Subgoal Completion in Machine Learning Theory
In Poster Session 4 Pavilion 4
Xiao-Wen Yang · Zihao Zhang · Jianuo Cao · Zhi Zhou · Zenan Li · Lan-Zhe Guo · Yuan Yao · Taolue Chen · Yu-Feng Li · Xiaoxing Ma
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1510
FictionalQA: A Dataset for Studying Memorization and Knowledge Acquisition
In Poster Session 4 Pavilion 3
John Kirchenbauer · Natjanan Mongkolsupawan · Yuxin Wen · Tom Goldstein · Daphne Ippolito
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1511
mR3: Multilingual Rubric-Agnostic Reward Reasoning Models
In Poster Session 4 Pavilion 3
David Anugraha · Shou-Yi Hung · Zilu Tang · En-Shiun Annie Lee · Derry Wijaya · Genta Winata
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5007
Mobile-GS: Real-time Gaussian Splatting for Mobile Devices
In Poster Session 4 Pavilion 4
Xiaobiao Du · Yida Wang · Kun Zhan · Xin Yu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5008
TTSDS2: Resources and Benchmark for Evaluating Human-Quality Text to Speech Systems
In Poster Session 4 Pavilion 4
Christoph Minixhofer · Ondrej Klejch · Peter Bell
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1512
DMAP: A Distribution Map for Text
In Poster Session 4 Pavilion 3
Tom Kempton ⋅ Julia Rozanova ⋅ Parameswaran Kamalaruban ⋅ Maeve Madigan ⋅ Karolina Wresilo ⋅ Yoann Launay ⋅ David Sutton ⋅ Stuart Burrell
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1513
A Balanced Neuro-Symbolic Approach for Commonsense Abductive Logic
In Poster Session 4 Pavilion 3
Joseph Cotnareanu ⋅ Didier Chételat ⋅ Yingxue Zhang ⋅ Mark Coates
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5009
Weak-to-Strong Diffusion with Reflection
In Poster Session 4 Pavilion 4
Lichen Bai · Masashi Sugiyama · Zeke Xie
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5010
Beyond Hearing: Learning Task-Agnostic ExG Representations from Earphones via Physiology-Informed Tokenization
In Poster Session 4 Pavilion 4
Hyungjun Yoon ⋅ Seungjoo Lee ⋅ Yu Wu ⋅ XiaoMeng Chen ⋅ Taiting Lu ⋅ Freddy Liu ⋅ Taeckyung Lee ⋅ Hyeongheon Cha ⋅ Haochen Zhao ⋅ Gaoteng Zhao ⋅ Dongyao Chen ⋅ Cecilia Mascolo ⋅ Sung-Ju Lee ⋅ Lili Qiu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1514
WearVox: An Egocentric Multichannel Voice Assistant Benchmark for Wearables
In Poster Session 4 Pavilion 3
Zhaojiang Lin ⋅ YONG XU ⋅ Kai Sun ⋅ Jing Zheng ⋅ Yin Huang ⋅ Surya Appini ⋅ Krish Narang ⋅ Renjie Tao ⋅ Ishan Jain ⋅ Siddhant Arora ⋅ Ruizhi Li ⋅ Yiteng Huang ⋅ Kaushik Patnaik ⋅ Wenfang Xu ⋅ Suwon Shon ⋅ Yue Liu ⋅ Ahmed Aly ⋅ Anuj Kumar ⋅ Florian Metze ⋅ Xin Dong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1515
DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence
In Poster Session 4 Pavilion 3
Pranav Narayanan Venkit ⋅ Philippe Laban ⋅ Yilun Zhou ⋅ Kung-Hsiang Huang ⋅ Yixin Mao ⋅ Chien-Sheng Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5011
Probing to Refine: Reinforcement Distillation of LLM Reasoners via Explanatory Inversion
In Poster Session 4 Pavilion 4
Zhen Tan · Chengshuai Zhao · Song Wang · Jundong Li · Tianlong Chen · huan liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1516
Generalizable End-to-End Tool-Use RL with Synthetic CodeGym
In Poster Session 4 Pavilion 3
Weihua Du · HaileiGong · Zhan Ling · Kang Liu · Lingfeng Shen · Xuesong Yao · Yufei Xu · Dingyuan Shi · Yiming Yang · Jiecao Chen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5012
Computational Bottlenecks for Denoising Diffusions
In Poster Session 4 Pavilion 4
Viet Vu ⋅ Andrea Montanari
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5013
An Information-Theoretic Parameter-Free Bayesian Framework for Probing Labeled Dependency Trees from Attention Score
In Poster Session 4 Pavilion 4
Hongxu Liu · Jing Ma · Xiaojie Wang · Caixia YUAN · Fangxiang Feng
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1517
WideSearch: Benchmarking Agentic Broad Info-Seeking
In Poster Session 4 Pavilion 3
Ryan Wong · Jiawei Wang · Junjie zhao · Li Chen · Yan Gao · Zhanglong · Xuan Zhou · Zuo Wang · Kai Xiang · Ge Zhang · Wenhao Huang · YANG WANG · Ke Wang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5014
Into the Rabbit Hull: From Task-Relevant Concepts in DINO to Minkowski Geometry
In Poster Session 4 Pavilion 4
Thomas Fel · Binxu Wang · Michael Lepori · Matthew Kowal · Andrew Lee · Randall Balestriero · Sonia Joseph · Ekdeep Singh Lubana · Talia Konkle · Demba Ba · Martin Wattenberg
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1518
MCIF: Multimodal Crosslingual Instruction-Following Benchmark from Scientific Talks
In Poster Session 4 Pavilion 3
Sara Papi ⋅ Maike Züfle ⋅ Marco Gaido ⋅ Beatrice Savoldi ⋅ Danni Liu ⋅ Ioannis Douros ⋅ Luisa Bentivogli ⋅ Jan Niehues
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1519
VowelPrompt: Hearing Speech Emotions from Text via Vowel-level Prosodic Augmentation
In Poster Session 4 Pavilion 3
Yancheng Wang ⋅ Osama Hanna ⋅ Ruiming Xie ⋅ Xianfeng Rui ⋅ Maohao Shen ⋅ Xuedong Zhang ⋅ Christian Fuegen ⋅ Jilong Wu ⋅ Debjyoti Paul ⋅ Arthur Guo ⋅ Zhihong Lei ⋅ Ozlem Kalinli ⋅ Qing He ⋅ Yingzhen Yang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5015
MLE-Smith: Scaling MLE Tasks with Automated Multi-agent Pipeline
In Poster Session 4 Pavilion 4
Rushi Qiang · Yuchen Zhuang · Anikait Singh · Percy Liang · Chao Zhang · Sherry Yang · Bo Dai
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5016
Not All Documents Are What You Need for Extracting Instruction Tuning Data
In Poster Session 4 Pavilion 4
Chi Zhang · Huaping Zhong · Hongtao Li · Chengliang Chai · Hongjiawei · Yu-Ping Wang · Yuhao Deng · Jiacheng Wang · Yizhou Yan · Qiu Jiantao · Conghui He · Lei Cao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1520
RLBFF: Binary Flexible Feedback to bridge between Human Feedback & Verifiable Rewards
In Poster Session 4 Pavilion 3
Zhilin Wang ⋅ Jiaqi Zeng ⋅ Olivier Delalleau ⋅ Ellie Evans ⋅ Daniel Egert ⋅ Hoo-Chang Shin ⋅ Felipe Soares ⋅ Yi Dong ⋅ Oleksii Kuchaiev
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1521
LLM2Fx-Tools: Tool Calling for Music Post-Production
In Poster Session 4 Pavilion 3
SeungHeon Doh · Junghyun (Tony) Koo · Marco Martínez-Ramírez · Woosung Choi · WeiHsiang Liao · Qiyu Wu · Juhan Nam · Yuki Mitsufuji
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5017
MATRIX: Mask Track Alignment for Interaction-aware Video Generation
In Poster Session 4 Pavilion 4
Siyoon Jin ⋅ seongchan kim ⋅ Jae Lee ⋅ Dahyun Chung ⋅ Hyunwook Choi ⋅ Jisu Nam ⋅ Jiyoung Kim ⋅ Seungryong Kim
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1522
COMI: Coarse-to-fine Context Compression via Marginal Information Gain
In Poster Session 4 Pavilion 3
Jiwei Tang · Shilei Liu · ZHICHENG ZHANG · Yujin Yuan · Libin Zheng · wenbo su · Bo Zheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5018
Reward Is Enough: LLMs Are In-Context Reinforcement Learners
In Poster Session 4 Pavilion 4
Kefan Song ⋅ Amir Moeini ⋅ Peng Wang ⋅ Lei Gong ⋅ Rohan Chandra ⋅ Shangtong Zhang ⋅ Yanjun Qi
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1523
PerFit: Exploring Personalization Shifts in Representation Space of LLMs
In Poster Session 4 Pavilion 3
Jiahong Liu · Wenhao Yu · Quanyu Dai · Zhongyang Li · Jieming Zhu · Menglin Yang · Tat-Seng Chua · Irwin King
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5118
Revisiting Tree-Sliced Wasserstein Distance Through the Lens of the Fermat–Weber Problem
In Poster Session 4 Pavilion 4
Viet-Hoang Tran · Thanh Q. Tran · Thanh Chu · Trung-Khang Tran · Duy-Tung Pham · Tam Le · Tan Nguyen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5117
FAPO: Flawed-Aware Policy Optimization for Efficient and Reliable Reasoning
In Poster Session 4 Pavilion 4
Yuyang Ding · Chi Zhang · Juntao Li · Haibin Lin · Xin Liu · Min Zhang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1524
ROGA: Scaling Generalist Agents for Office Productivity Tasks via Tool Generation
In Poster Session 4 Pavilion 3
Mugeng Liu ⋅ Xiaojun Ma ⋅ Yuhang Xie ⋅ Qin Chen ⋅ Xuanzhe Liu ⋅ Yun Ma
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1525
Mode-conditioning unlocks superior test-time compute scaling
In Poster Session 4 Pavilion 3
Chen Wu · Sachin Goyal · Aditi Raghunathan
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5116
CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
In Poster Session 4 Pavilion 4
xiaoya li · Xiaofei Sun · Albert Wang · Jiwei Li · Chris Shum
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5115
Advancing Complex Video Object Segmentation via Progressive Concept Construction
In Poster Session 4 Pavilion 4
Zhixiong Zhang · Shuangrui Ding · Xiaoyi Dong · Songxin He · Jianfan Lin · Junsong Tang · Yuhang Zang · Yuhang Cao · Dahua Lin · Jiaqi Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1526
BTZSC: A Benchmark for Zero-Shot Text Classification Across Cross-Encoders, Embedding Models, and Rerankers
In Poster Session 4 Pavilion 3
Ilias Aarab
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1626
PixelCraft: A Multi-Agent system for High-Fidelity Visual Reasoning on Structured Images
In Poster Session 4 Pavilion 3
Shuoshuo Zhang ⋅ Zijian Li ⋅ Yizhen Zhang ⋅ Jingjing Fu ⋅ Lei Song ⋅ Jiang Bian ⋅ Jun Zhang ⋅ Yujiu Yang ⋅ Rui Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#308
Expert Merging in Sparse Mixture of Experts with Nash Bargaining
In Poster Session 4 Pavilion 3
Dung Viet Nguyen ⋅ Anh Thi ⋅ Minh Hoang Nguyen ⋅ Luc Nguyen ⋅ Shiqi Jiang ⋅ Ethan Fetaya ⋅ Duy Linh Tran ⋅ Gal Chechik ⋅ Tan Nguyen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5114
Discrete Diffusion Trajectory Alignment via Stepwise Decomposition
In Poster Session 4 Pavilion 4
Jiaqi Han · Austin Wang · Minkai Xu · Wenda Chu · Meihua Dang · Haotian Ye · Huayu Chen · Yisong Yue · Stefano Ermon
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5113
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
In Poster Session 4 Pavilion 4
Pengcheng Jiang · Lang Cao · Ruike Zhu · Minhao Jiang · Yunyi Zhang · Jiaming Shen · Jimeng Sun · Jiawei Han
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5214
Stronger-MAS: Multi-Agent Reinforcement Learning for Collaborative LLMs
In Poster Session 4 Pavilion 4
Yujie Zhao ⋅ Lanxiang Hu ⋅ Yang Wang ⋅ Minmin Hou ⋅ Hao Zhang ⋅ Ke Ding ⋅ Jishen Zhao
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5112
Mixed-Curvature Tree-Sliced Wasserstein Distance
In Poster Session 4 Pavilion 4
Duy-Tung Pham · Viet-Hoang Tran · Thieu Vo · Tan Nguyen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1624
EmoPrefer: Can Large Language Models Understand Human Emotion Preferences?
In Poster Session 4 Pavilion 3
Zheng Lian · Licai Sun · Lan Chen · Haoyu Chen · Zebang Cheng · Fan Zhang · Ziyu Jia · Ziyang Ma · Fei Ma · Xiaojiang Peng · Jianhua Tao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5111
Text2Interact: High-Fidelity and Diverse Text-to-Two-Person Interaction Generation
In Poster Session 4 Pavilion 4
Qingxuan Wu · Zhiyang Dou · chuan guo · Yiming Huang · Qiao Feng · Bing Zhou · Jian Wang · Lingjie Liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1623
Scaling Up, Speeding Up: A Benchmark of Speculative Decoding for Efficient LLM Test-Time Scaling
In Poster Session 4 Pavilion 3
Shengyin Sun · Yiming Li · Xing Li · Yingzhao Lian · Weizhe Lin · Huiling Zhen · Zhiyuan Yang · Xianzhi Yu · Chen Chen · Mingxuan Yuan · Chen Ma
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1622
Cite Pretrain: Retrieval-Free Knowledge Attribution for Large Language Models
In Poster Session 4 Pavilion 3
Yukun Huang · Sanxing Chen · Jian Pei · Manzil Zaheer · Bhuwan Dhingra
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5110
On the Convergence of Two-Layer Kolmogorov-Arnold Networks with First-Layer Training
In Poster Session 4 Pavilion 4
Seyed Mohammad Eshtehardian · Mohammad Hossein Yassaee · Babak HosseinKhalaj
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1621
Dual-objective Language Models: Training Efficiency Without Overfitting
In Poster Session 4 Pavilion 3
David Samuel ⋅ Lucas Charpentier
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5109
Pursuing Minimal Sufficiency in Spatial Reasoning
In Poster Session 4 Pavilion 4
Yejie Guo · Yunzhong Hou · Wufei Ma · Meng Tang · Ming-Hsuan Yang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5108
UIS-Digger: Towards Comprehensive Research Agent Systems for Real-world Unindexed Information Seeking
In Poster Session 4 Pavilion 4
Chang Liu ⋅ Chuqiao Kuang ⋅ Tianyi Zhuang ⋅ Yuxin Cheng ⋅ Huichi Zhou ⋅ Xiaoguang Li ⋅ Lifeng Shang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1620
Analytica: Soft Propositional Reasoning for Robust and Scalable LLM-Driven Analysis
In Poster Session 4 Pavilion 3
Junyan Cheng ⋅ Kyle Richardson ⋅ Peter Chin
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1619
From Static Benchmarks to Dynamic Protocol: Agent-Centric Text Anomaly Detection for Evaluating LLM Reasoning
In Poster Session 4 Pavilion 3
Seungdong YOA · Sanghyu Yoon · Suhee Yoon · Dongmin Kim · YE SEUL SIM · Junhyun Lee · Woohyung Lim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5107
EXPO: Stable Reinforcement Learning with Expressive Policies
In Poster Session 4 Pavilion 4
Perry Dong · Qiyang Li · Dorsa Sadigh · Chelsea Finn
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1618
Enhancing LLMs for Knowledge Base Question Answering by Chain-of-Decomposition
In Poster Session 4 Pavilion 3
Yonggang Zhang · Jianqi Gao · Jie Lu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5106
GoT-R1: Unleashing Reasoning Capability of Autoregressive Visual Generation with Reinforcement Learning
In Poster Session 4 Pavilion 4
Chengqi Duan · Rongyao Fang · Yuqing Wang · Kun Wang · Linjiang Huang · Xingyu Zeng · Hongsheng Li · Xihui Liu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5105
FREAK: A Fine-grained Hallucination Evaluation Benchmark for Advanced MLLMs
In Poster Session 4 Pavilion 4
Zhihan Yin · Jianxin Liang · Yueqian Wang · Yao Yifeng · Huishuai Zhang · Dongyan Zhao
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1617
ReIn: Conversational Error Recovery with Reasoning Inception
In Poster Session 4 Pavilion 3
Takyoung Kim ⋅ Jinseok Nam ⋅ Chandrayee Basu ⋅ Xing Fan ⋅ Chengyuan Ma ⋅ Heng Ji ⋅ Gokhan Tur ⋅ Dilek Hakkani-Tür
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#621
Accelerating Eigenvalue Dataset Generation via Chebyshev Subspace Filter
In Poster Session 4 Pavilion 3
Hong Wang ⋅ Jie Wang ⋅ Jian Luo ⋅ huanshuo dong ⋅ Yeqiu Chen ⋅ Runmin Jiang ⋅ Zhen Huang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1616
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
In Poster Session 4 Pavilion 3
Minju Seo ⋅ Jinheon Baek ⋅ Seongyun Lee ⋅ Sung Ju Hwang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5104
Towards a Theoretical Understanding of In-context Learning: Stability and Non-I.I.D Generalisation
In Poster Session 4 Pavilion 4
Yingjie Wang ⋅ Yutian Zhou ⋅ Shi Fu ⋅ Yuzhu Chen ⋅ Yongcheng Jing ⋅ Leszek Rutkowski ⋅ Dacheng Tao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5103
SigLIP-HD by Fine-to-Coarse Supervision
In Poster Session 4 Pavilion 4
Lihe Yang · Zhen Zhao · Hengshuang Zhao
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1615
Diverse Text Decoding via Iterative Reweighting
In Poster Session 4 Pavilion 3
Ruiqi Shi ⋅ Sinno Jialin Pan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5102
Zeros can be Informative: Masked Binary U-Net for Image Segmentation on Tensor Cores
In Poster Session 4 Pavilion 4
Chunshu Wu · Ruibing Song · Sushant Kondguli · Tony Geng · Ang Li
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1614
CogniLoad: A Synthetic Natural Language Reasoning Benchmark With Tunable Length, Intrinsic Difficulty, and Distractor Density
In Poster Session 4 Pavilion 3
Daniel Kaiser ⋅ Arnoldo Frigessi ⋅ Ali Ramezani-Kebrya ⋅ Benjamin Ricaud
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1613
Coupled Transformer Autoencoder for Disentangling Multi-Region Neural Latent Dynamics
In Poster Session 4 Pavilion 3
Ram Dyuthi Sristi · Sowmya Narasimha · Jingya Huang · Alice Despatin · Simon Musall · Vikash Gilja · Gal Mishne
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5101
Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization
In Poster Session 4 Pavilion 4
Zeyuan Liu · Jeonghye Kim · Xufang Luo · Dongsheng Li · Yuqing Yang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5201
Market Games for Generative Models: Equilibria, Welfare, and Strategic Entry
In Poster Session 4 Pavilion 4
Xiukun Wei · Min Shi · Xueru Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1612
CodeBrain: Bridging Decoupled Tokenizer and Multi-Scale Architecture for EEG Foundation Model
In Poster Session 4 Pavilion 3
Jingying Ma · Feng Wu · QIKA LIN · Yucheng Xing · Chenyu Liu · Ziyu Jia · Mengling Feng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1611
A Biologically Plausible Dense Associative Memory with Exponential Capacity
In Poster Session 4 Pavilion 3
Mohadeseh Shafiei Kafraj · Dmitry Krotov · Peter Latham
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5202
MolecularIQ: Characterizing Chemical Reasoning Capabilities Through Symbolic Verification on Molecular Graphs
In Poster Session 4 Pavilion 4
Christoph Bartmann ⋅ Johannes Schimunek ⋅ Mykyta Ielanskyi ⋅ Philipp Seidl ⋅ Günter Klambauer ⋅ Sohvi Luukkonen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1610
Disentangling the Factors of Convergence between Brains and DINOv3
In Poster Session 4 Pavilion 3
Joséphine Raugel · Marc Szafraniec · Huy Vo · camille couprie · Jérémy Rapin · Stéphane d'Ascoli · Patrick Labatut · Piotr Bojanowski · Valentin Wyart · Jean-Remi King
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5203
MATH-Beyond: A Benchmark for RL to Expand Beyond the Base Model
In Poster Session 4 Pavilion 4
Prasanna Mayilvahanan · Ricardo Dominguez-Olmedo · Thaddäus Wiedemer · Wieland Brendel
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1609
Neural Synchrony Between Socially Interacting Language Models
In Poster Session 4 Pavilion 3
Zhining Zhang ⋅ Wentao Zhu ⋅ Chi Han ⋅ Yizhou Wang ⋅ Heng Ji
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5204
The Matthew Effect of AI Programming Assistants: A Hidden Bias in Software Evolution
In Poster Session 4 Pavilion 4
Fei Gu · Zi Liang · Jiahao MA · Hongzong LI
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5205
Falcon: Fast Proximal Linearization of Normalized Cuts for Unsupervised Image Segmentation
In Poster Session 4 Pavilion 4
Xiao Zhang · Xiangyu Han · Xiwen Lai · Yao Sun · Pei Zhang · Xia Liu · Konrad P Kording
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1608
TAVAE: A VAE with Adaptable Priors Explains Contextual Modulation in the Visual Cortex
In Poster Session 4 Pavilion 3
Balázs Meszéna ⋅ Keith Murray ⋅ Julien Corbo ⋅ Batuhan Erkat ⋅ Márton Hajnal ⋅ Pierre-Olivier Polack ⋅ Gergo Orban
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5206
SimBench: Benchmarking the Ability of Large Language Models to Simulate Human Behaviors
In Poster Session 4 Pavilion 4
Tiancheng Hu ⋅ Joachim Baumann ⋅ Lorenzo Lupo ⋅ Nigel Collier ⋅ Dirk Hovy ⋅ Paul Röttger
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1607
Pretraining with Re-parametrized Self-Attention: Unlocking Generalizationin SNN-Based Neural Decoding Across Time, Brains, and Tasks
In Poster Session 4 Pavilion 3
Yuqi Yang · Tengjun Liu · Haiyan Zhang · Wang Ruixue · Xuchao Chen · Mingkang Li · Yansong Chua · Nenggan Zheng · Shaomin Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5207
IGU-LoRA: Adaptive Rank Allocation via Integrated Gradients and Uncertainty-Aware Scoring
In Poster Session 4 Pavilion 4
Xuan Cui · HuiYue Li · Run Zeng · Yunfei Zhao · Jinrui Qian · Wei Duan · Bo Liu · Zhanpeng Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1606
Bound by semanticity: universal laws governing the generalization-identification tradeoff
In Poster Session 4 Pavilion 3
Marco Nurisso ⋅ Jesseba Fernando ⋅ Raj Deshpande ⋅ Alan Perotti ⋅ Raja Marjieh ⋅ Steven Frankland ⋅ Richard Lewis ⋅ Taylor Webb ⋅ Declan Campbell ⋅ Francesco Vaccarino ⋅ Jonathan Cohen ⋅ Giovanni Petri
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5208
High Accuracy, Less Talk (HALT): Reliable LLMs through Capability-Aligned Finetuning
In Poster Session 4 Pavilion 4
Tim Franzmeyer · Archie Sravankumar · Lijuan Liu · Yuning Mao · Rui Hou · Sinong Wang · Jakob Foerster · Luke Zettlemoyer · Madian Khabsa
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1605
Many Eyes, One Mind: Temporal Multi-Perspective and Progressive Distillation for Spiking Neural Networks
In Poster Session 4 Pavilion 3
Kai Sun ⋅ Peibo Duan ⋅ Yongsheng Huang ⋅ Nanxu Gong ⋅ Levin Kuhlmann
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1604
When Language Models Lose Their Mind: The Consequences of Brain Misalignment
In Poster Session 4 Pavilion 3
Gabriele Merlin ⋅ Mariya Toneva
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5209
Look Carefully: Adaptive Visual Reinforcements in Multimodal Large Language Models for Hallucination Mitigation
In Poster Session 4 Pavilion 4
Xingyu Zhu · Kesen Zhao · Liang Yi · Shuo Wang · Zhicai Wang · Beier Zhu · Hanwang Zhang · Xiangnan He
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5210
Learning from Label Proportions via Proportional Value Classification
In Poster Session 4 Pavilion 4
Tianhao Ma · Wei Wang · Ximing Li · Gang Niu · Masashi Sugiyama
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1603
From Five Dimensions to Many: Large Language Models as Precise and Interpretable Psychological Profilers
In Poster Session 4 Pavilion 3
Yi-Fei Liu ⋅ Yi-Long Lu ⋅ Di He ⋅ Hang Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5211
Seeing but Not Believing: Probing the Disconnect Between Visual Attention and Answer Correctness in VLMs
In Poster Session 4 Pavilion 4
Zhining Liu · Ziyi Chen · Hui Liu · Chen Luo · Xianfeng Tang · Suhang Wang · Jingying Zeng · Zhenwei Dai · Zhan Shi · Tianxin Wei · Hanqing Lu · Benoit Dumoulin · Hanghang Tong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1602
Shoot First, Ask Questions Later? Building Rational Agents that Explore and Act Like People
In Poster Session 4 Pavilion 3
Gabriel Grand · Valerio Pepe · Joshua B Tenenbaum · Jacob Andreas
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1601
Assembling the Mind's Mosaic: Towards EEG Semantic Intent Decoding
In Poster Session 4 Pavilion 3
Jiahe Li ⋅ Junru Chen ⋅ Fanqi Shen ⋅ Jialan Yang ⋅ Jada Li ⋅ Zhizhang Yuan ⋅ Baowen Cheng ⋅ Li Meng ⋅ Yang Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5212
Breaking the Total Variance Barrier: Sharp Sample Complexity for Linear Heteroscedastic Bandits with Fixed Action Set
In Poster Session 4 Pavilion 4
Heyang Zhao · Tianyuan Jin · Weixin Wang · Vincent Tan · Pan Xu · Quanquan Gu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5213
Householder-Diagonalized Linear Attention (HDLA): Utilizing Enhanced Decay Mechanism for Efficient Sequence Modeling
In Poster Session 4 Pavilion 4
Jiefu Zhang · Qin Zhen · Jiabo Tong · Shijie Mei · Jiakui Hu · Yuqi Pan · Anjie Hu · Man Yao · Bo XU · Guoqi Li
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1701
Spiking Discrepancy Transformer for Point Cloud Analysis
In Poster Session 4 Pavilion 3
Yijie Lu · Zhiyi Pan · Renrui Zhang · Yanhao Jia · Ronggang Wang · Zhaokun Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1702
Advancing Spatiotemporal Representations in Spiking Neural Networks via Parametric Invertible Transformation
In Poster Session 4 Pavilion 3
Yinsong Yan · Yujie Wu · Jibin Wu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5215
Perturbation-Induced Linearization: Constructing Unlearnable Data with Solely Linear Classifiers
In Poster Session 4 Pavilion 4
Jinlin Liu · Wei Chen · Xiaojin Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1703
AlphaSAGE: Structure-Aware Alpha Mining via GFlowNets for Robust Exploration
In Poster Session 4 Pavilion 3
Binqi Chen · Hongjun Ding · Ning Shen · Taian Guo · Jinsheng Huang · Luchen Liu · Ming Zhang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1704
Robust Equation Structure Learning with Adaptive Refinement
In Poster Session 4 Pavilion 3
Yunlun Li · Sinno Jialin Pan
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5216
VibeVoice: Expressive Podcast Generation with Next-Token Diffusion
In Poster Session 4 Pavilion 4
Zhiliang Peng ⋅ Jianwei Yu ⋅ Wenhui Wang ⋅ Yaoyao Chang ⋅ Yutao Sun ⋅ Li Dong ⋅ Yi Zhu ⋅ Weijiang Xu ⋅ Hangbo Bao ⋅ Zehua Wang ⋅ Shaohan Huang ⋅ Yan Xia ⋅ Furu Wei
[ Slides]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1705
Local Success Does Not Compose: Benchmarking Large Language Models for Compositional Formal Verification
In Poster Session 4 Pavilion 3
Xu Xu · Xin Li · Xingwei Qu · Jie Fu · Binhang Yuan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5217
ToolTree: Efficient LLM Tool Planning via Dual-Feedback Monte Carlo Tree Search and Bidirectional Pruning
In Poster Session 4 Pavilion 4
Shuo Yang · Caren Han · Yihao Ding · Shuhe Wang · Eduard H Hovy
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1706
Urban Socio-Semantic Segmentation with Vision-Language Reasoning
In Poster Session 4 Pavilion 3
Yu Wang · Yi Wang · Rui Dai · Yujie Wang · Kaikui Liu · Xiangxiang Chu · Yansheng Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5218
From Pixels to Words -- Towards Native Vision-Language Primitives at Scale
In Poster Session 4 Pavilion 4
Haiwen Diao · Mingxuan Li · Silei Wu · Linjun Dai · Xiaohua Wang · Hanming Deng · Lewei Lu · Dahua Lin · Ziwei Liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1707
MetaMuse: Algorithm Generation via Creative Ideation
In Poster Session 4 Pavilion 3
Ruiying Ma ⋅ Chieh-Jan Mike Liang ⋅ Yanjie Gao ⋅ Francis Yan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5318
Pushing on Multilingual Reasoning Models with Language-Mixed Chain-of-Thought
In Poster Session 4 Pavilion 4
Guijin Son · Donghun Yang · Hitesh Laxmichand Patel · Amit Agarwal · Hyunwoo Ko · Chanuk lim · Srikant Panda · Minhyuk Kim · Nikunj drolia · Dasol Choi · Kyong-Ha Lee · Youngjae Yu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5317
Learning to Play Multi-Follower Bayesian Stackelberg Games
In Poster Session 4 Pavilion 4
Gerson Personnat · Tao Lin · Safwan Hossain · David Parkes
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1708
CrossPL: Systematic Evaluation of Large Language Models for Cross Programming Language Interoperating Code Generation
In Poster Session 4 Pavilion 3
Zhanhang Xiong · Dongxia Wang · Yuekang Li · Xinyuan An · Wenhai Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1709
HackWorld: Evaluating Computer-Use Agents on Exploiting Web Application Vulnerabilities
In Poster Session 4 Pavilion 3
Xiaoxue Ren · Penghao Jiang · Kaixin Li · Zhiyong Huang · Xiaoning Du · Jiaojiao Jiang · Zhenchang Xing · Jiamou Sun · Terry Yue Zhuo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5316
Alignment through Meta-Weighted Online Sampling: Bridging the Gap between Data Generation and Preference Optimization
In Poster Session 4 Pavilion 4
Junming Yang · Ning Xu · Biao Liu · Shiqi Qiao · Xin Geng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5315
JailNewsBench: Multi-Lingual and Regional Benchmark for Fake News Generation under Jailbreak Attacks
In Poster Session 4 Pavilion 4
Masahiro Kaneko · Ayana Niwa · Timothy Baldwin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1710
Towards Faithful Reasoning in Remote Sensing: A Perceptually-Grounded GeoSpatial Chain-of-Thought for Vision-Language Models
In Poster Session 4 Pavilion 3
Jiaqi Liu · Lang Sun · Ronghao Fu · Bo Yang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1109
Visual Compositional Tuning
In Poster Session 4 Pavilion 3
Xindi Wu ⋅ Hee Seung Hwang ⋅ Polina Kirichenko ⋅ Esin Tureci ⋅ Olga Russakovsky
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5314
SIM-CoT: Supervised Implicit Chain-of-Thought
In Poster Session 4 Pavilion 4
Xilin Wei · Xiaoran Liu · Yuhang Zang · Xiaoyi Dong · Yuhang Cao · Jiaqi Wang · Xipeng Qiu · Dahua Lin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1711
Discrete Diffusion for Bundle Construction
In Poster Session 4 Pavilion 3
Teng Tu ⋅ Ai Li ⋅ Yunshan Ma ⋅ Shuo Xu ⋅ Xiaohao Liu ⋅ Haokai Ma ⋅ Liang Pang ⋅ Tat-Seng Chua
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5313
AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations
In Poster Session 4 Pavilion 4
Minjun Zhu ⋅ Zhen Lin ⋅ Yixuan Weng ⋅ Panzhong Lu ⋅ Qiujie Xie ⋅ Yifan Wei ⋅ Sifan Liu ⋅ QiYao Sun ⋅ Yue Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1712
SportR: A Benchmark for Multimodal Large Language Model Reasoning in Sports
In Poster Session 4 Pavilion 3
Haotian Xia · Haonan Ge · Junbo Zou · Hyun Choi · Xuebin Zhang · Danny Suradja · Botao Rui · Ethan Tran · Wendy Jin · Zhen Ye · Xiyang Lin · Christopher Lai · Shengjie Zhang · Junwen Miao · Shichao Chen · Rhys Tracy · Vicente Ordonez · Weining Shen · Hanjie Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5312
Measuring Uncertainty Calibration
In Poster Session 4 Pavilion 4
Kamil Ciosek · Nicolò Felicioni · Sina Ghiassian · Juan Elenter · Francesco Tonolini · David Gustafsson · Eva Garcia-Martin · Carmen Gonzalez · Raphaëlle Bertrand-Lalo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1713
EvolProver: Advancing Automated theorem proving by Evolving Formalized Problems via Symmetry and Difficulty
In Poster Session 4 Pavilion 3
Yuchen Tian · Ruiyuan Huang · Xuanwu WANG · Jing Ma · Zengfeng Huang · Ziyang Luo · Hongzhan Lin · Da Zheng · Lun Du
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1714
HiVid: LLM-Guided Video Saliency For Content-Aware VOD And Live Streaming
In Poster Session 4 Pavilion 3
Jiahui Chen · Bo Peng · Lianchen Jia · Zeyu Zhang · Tianchi Huang · Lifeng Sun
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5311
Visual Prompt-Agnostic Evolution
In Poster Session 4 Pavilion 4
Junze Wang · Lei Fan · Dezheng Zhang · Weipeng Jing · Donglin Di · Yang Song · Sidong Liu · Cong Cong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1715
Automatic Stage Lighting Control: Is it a Rule-Driven Process or Generative Task?
In Poster Session 4 Pavilion 3
Zijian Zhao · Dian Jin · Zijing Zhou · Xiaoyu Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5310
Point-MoE: Large-Scale Multi-Dataset Training with Mixture-of-Experts for 3D Semantic Segmentation
In Poster Session 4 Pavilion 4
Xuweiyi Chen · Wentao Zhou · Aruni RoyChowdhury · Zezhou Cheng
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1716
LLEMA: Evolutionary Search with LLMs for Multi-Objective Materials Discovery
In Poster Session 4 Pavilion 3
Nikhil Abhyankar · sanchit kabra · Saaketh Desai · Chandan Reddy
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5309
Fantastic Pretraining Optimizers and Where to Find Them
In Poster Session 4 Pavilion 4
Kaiyue Wen · David Hall · Tengyu Ma · Percy Liang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5308
Cyber-Zero: Training Cybersecurity Agents without Runtime
In Poster Session 4 Pavilion 4
Terry Yue Zhuo · Dingmin Wang · Hantian Ding · Varun Kumar · Zijian Wang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1717
OSIRIS: Bridging Analog Circuit Design and Machine Learning with Scalable Dataset Generation
In Poster Session 4 Pavilion 3
Giuseppe Chiari · Michele Piccoli · Davide Zoni
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1718
Neural Theorem Proving for Verification Conditions: A Real-World Benchmark
In Poster Session 4 Pavilion 3
Qiyuan Xu · Xiaokun Luan · Renxi Wang · Joshua Leang · Peixin Wang · Haonan Li · Wenda Li · Conrad Watt
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5307
Distributionally Robust Linear Regression with Block Lewis Weights
In Poster Session 4 Pavilion 4
Naren Sarayu Manoj ⋅ Kumar Kshitij Patel
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1719
Multi-LCB: Extending LiveCodeBench to Multiple Programming Languages
In Poster Session 4 Pavilion 3
Maria Ivanova · Pavel Zadorozhny · Rodion Levichev · Ivan Petrov · Adamenko Pavel · Ivan Lopatin · Alexey Kutalev · Dmitrii Babaev
[ OpenReview] 
Blog Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5306
Don't Look Up (Every Token): Escaping Quadratic Complexity via Geometric Patterns and Algorithms
In Poster Session 4 Pavilion 4
Aryan Sood ⋅ Tanvi Sharma ⋅ Vansh Agrawal
[ OpenReview] 
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5305
Simplex Constrained Sparse Optimization via Tail Screening
In Poster Session 4 Pavilion 4
Peng Chen ⋅ Jin Zhu ⋅ Junxian Zhu ⋅ Xueqin Wang
[ JMLR] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1720
Aurelius: Relation Aware Text-to-Audio Generation At Scale
In Poster Session 4 Pavilion 3
Yuhang He · He Liang · Yash Jain · Andrew Markham · Vibhav Vineet
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1721
Error Notebook-Guided, Training-Free Part Retrieval in 3D CAD Assemblies via Vision-Language Models
In Poster Session 4 Pavilion 3
Yunqing Liu ⋅ Nan Zhang ⋅ Zhiming Tan
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1722
AdPO: Enhancing the Adversarial Robustness of Large Vision-Language Models with Preference Optimization
In Poster Session 4 Pavilion 3
Chaohu Liu · Gui Tianyi · Yu Liu · Linli Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1723
Improving Code Localization with Repository Memory
In Poster Session 4 Pavilion 3
Boshi Wang · Weijian Xu · Yunsheng Li · Xuemei Gao · Yujia Xie · Huan Sun · Dongdong Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1724
HATSolver: Learning Gröbner Bases with Hierarchical Attention Transformers
In Poster Session 4 Pavilion 3
Mohamed Malhou · Ludovic Perret · Kristin Lauter
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1824
WavefrontDiffusion: Dynamic Decoding Schedule for Improved Reasoning
In Poster Session 4 Pavilion 3
Haojin Yang · Rui Hu · Zequn Sun · Rui Zhou · Yujun Cai · Yiwei Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1823
FATE: A Formal Benchmark Series for Frontier Algebra of Multiple Difficulty Levels
In Poster Session 4 Pavilion 3
Jiedong Jiang ⋅ Wanyi He ⋅ Wang Yuefeng ⋅ Guoxiong Gao ⋅ Yongle Hu ⋅ Jingting Wang ⋅ Nailin Guan ⋅ Peihao Wu ⋅ Bryan Dai ⋅ Liang Xiao ⋅ Bin Dong
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1822
Bridging Piano Transcription and Rendering via Disentangled Score Content and Style
In Poster Session 4 Pavilion 3
Wei Zeng · JUNCHUAN ZHAO · Ye Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1821
Automated Formalization via Conceptual Retrieval-Augmented LLMs
In Poster Session 4 Pavilion 3
Wangyue Lu · Lun Du · Sirui Li · Ke Weng · Haozhe Sun · Hengyu Liu · Minghe Yu · Tiancheng Zhang · Ge Yu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1820
Learning More with Less: A Dynamic Dual-Level Down-Sampling Framework for Efficient Policy Optimization
In Poster Session 4 Pavilion 3
Chao Wang · Tao Yang · Hongtao Tian · Yunsheng Shi · Qiyao Ma · XiaotaoLiu · Ting Yao · Wenbo Ding
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1819
Critical Confabulation: Can LLMs Hallucinate for Social Good?
In Poster Session 4 Pavilion 3
Peiqi Sui · Eamon Duede · Hoyt Long · Richard So
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1818
How Far Are LLMs from Professional Poker Players? Revisiting Game-Theoretic Reasoning with Agentic Tool Use
In Poster Session 4 Pavilion 3
Minhua Lin ⋅ Enyan Dai ⋅ Hui Liu ⋅ Xianfeng Tang ⋅ Yuliang Yan ⋅ Zhenwei Dai ⋅ Jingying Zeng ⋅ Zhiwei Zhang ⋅ Fali Wang ⋅ Hongcheng Gao ⋅ Chen Luo ⋅ Xiang Zhang ⋅ Qi He ⋅ Suhang Wang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1817
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think
In Poster Session 4 Pavilion 3
Seongyun Lee · Seungone Kim · Minju Seo · Yongrae Jo · Dongyoung Go · Hyeonbin Hwang · Jinho Park · Xiang Yue · Sean Welleck · Graham Neubig · Moontae Lee · Minjoon Seo
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1816
Any-Order Flexible Length Masked Diffusion
In Poster Session 4 Pavilion 3
Jaeyeon Kim · Lee Kit · Carles Domingo i Enrich · Yilun Du · Sham Kakade · Timothy Ngotiaoco · Sitan Chen · Michael Albergo
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1815
Kimi-Dev: Agentless Training as Skill Prior for SWE-agents
In Poster Session 4 Pavilion 3
Zonghan Yang · Shengjie Wang · Kelin Fu · Wenyang He · Weimin Xiong · Yibo Liu · Yibo Miao · Bofei Gao · Yejie Wang · ma yingwei · Yanhao Li · Yue Liu · Zhenxing Hu · kaitai zhang · Shuyi Wang · Huarong Chen · Hongyong Song · Yang Liu · Yang Gao · Zhilin Yang · Tianyu Liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1814
FedMC: Federated Manifold Calibration
In Poster Session 4 Pavilion 3
Yanbiao Ma · Wei Dai · Gaoyang Jiang · wanyi Chen · Chenyue Zhou · Yiwei Zhang · Fei Luo · Junhao Wang · Andi Zhang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1813
Nemotron-CC-Math: A 133 Billion-Token-Scale High Quality Math Pretraining Dataset
In Poster Session 4 Pavilion 3
Rabeeh Karimi Mahabadi · Sanjeev Satheesh · Shrimai Prabhumoye · Mostofa Patwary · Mohammad Shoeybi · Bryan Catanzaro
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1812
DIVA-GRPO: Enhancing Multimodal Reasoning through Difficulty-Adaptive Variant Advantage
In Poster Session 4 Pavilion 3
Haowen Gao · zhenyu zhang · Liang Pang · Fangda Guo · hongjian dou · Guannan Lv · ShaoGuo Liu · Tingting Gao · Huawei Shen · Xueqi Cheng
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1811
Partial Soft-Matching Distance For Neural Representational Comparison With Partial Unit Correspondence
In Poster Session 4 Pavilion 3
Chaitanya Kapoor · Alex Williams · Meenakshi Khosla
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1810
Neyman-Pearson Classification under Both Null and Alternative Distributions Shift
In Poster Session 4 Pavilion 3
Mohammadreza Mousavi Kalan · Yuyang Deng · Eitan J. Neugut · Samory Kpotufe
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1809
EasyCreator: Empowering 4D Creation through Video Inpainting
In Poster Session 4 Pavilion 3
Yue Ma · Kunyu Feng · Xinhua Zhang · Hongyu Liu · David Junhao Zhang · Jinbo Xing · Yinhan Zhang · Xiangpeng Yang · Xinyu Wang · Zeyu Wang · Qifeng Chen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1808
OmniMouse: Scaling properties of multi-modal, multi-task Brain Models on 150B Neural Tokens
In Poster Session 4 Pavilion 3
Konstantin F. Willeke · Polina Turishcheva · Alex Gilbert · Goirik Chakrabarty · Hasan Bedel · Paul Fahey · Yongrong Qiu · Marissa Weis · Michaela Vystrčilová · Taliah Muhammad · Lydia Ntanavara · Rachel Froebe · Kayla Ponder · Zheng Huan Tan · Emin Orhan · Erick M Cobos · Sophia Sanborn · Katrin Franke · Fabian Sinz · Alexander S Ecker · Andreas Tolias
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1807
On the Thinking-Language Modeling Gap in Large Language Models
In Poster Session 4 Pavilion 3
Chenxi Liu ⋅ Yongqiang Chen ⋅ Tongliang Liu ⋅ James Cheng ⋅ Bo Han ⋅ Kun Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1806
SAFER: Risk-Constrained Sample-then-Filter in Large Language Models
In Poster Session 4 Pavilion 3
Qingni Wang · Yue Fan · Xin Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1805
Guaranteed Simply Connected Mesh Reconstruction from an Unorganized Point Cloud
In Poster Session 4 Pavilion 3
Liyan Chen · Jingyi Li · Qixing Huang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1804
Adaptive Domain Shift in Diffusion Models for Cross-Modality Image Translation
In Poster Session 4 Pavilion 3
Zihao WANG · Yuzhou Chen · Shaogang Ren
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1803
dParallel: Learnable Parallel Decoding for dLLMs
In Poster Session 4 Pavilion 3
Zigeng Chen · Gongfan Fang · Xinyin Ma · Ruonan Yu · Xinchao Wang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1802
SAGA: Structural Aggregation Guided Alignment with Dynamic View and Neighborhood Order Selection for Multiview Graph Domain Adaptation
In Poster Session 4 Pavilion 3
Ruiyi Fang · Jingyu Zhao · Shuo Wang · Ruizhi Pu · Bingheng Li · Jiale Cai · Zhihao Li · Zihao Jing · Jian Zhu · Song Tang · Charles Ling · Boyu Wang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1801
Geometry-aware Policy Imitation
In Poster Session 4 Pavilion 3
Yiming Li · Nael Darwiche · Amirreza Razmjoo · Sichao Liu · Yilun Du · Auke Ijspeert · Sylvain Calinon
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1901
Expressiveness of Multi-Neuron Convex Relaxations in Neural Network Certification
In Poster Session 4 Pavilion 3
Yuhao Mao · Yani Zhang · Martin Vechev
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1902
In-Place Test-Time Training
In Poster Session 4 Pavilion 3
Guhao Feng · Shengjie Luo · Kai Hua · Ge Zhang · Wenhao Huang · Di He · Tianle Cai
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1903
Sparse Attention Adaptation for Long Reasoning
In Poster Session 4 Pavilion 3
Yizhao Gao ⋅ Shuming Guo ⋅ Shijie Cao ⋅ Yuqing Xia ⋅ Yu Cheng ⋅ Lei Wang ⋅ Lingxiao Ma ⋅ Yutao Sun ⋅ Tianzhu Ye ⋅ Li Dong ⋅ Hayden So ⋅ Yu Hua ⋅ Ting Cao ⋅ Fan Yang ⋅ Mao Yang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1904
ELMUR: External Layer Memory with Update/Rewrite for Long-Horizon RL Problems
In Poster Session 4 Pavilion 3
Egor Cherepanov · Alexey Kovalev · Aleksandr Panov
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1625
Scheduling Your LLM Reinforcement Learning with Reasoning Trees
In Poster Session 4 Pavilion 3
Hong Wang ⋅ Zhezheng Hao ⋅ Jian Luo ⋅ Chenxing Wei ⋅ Yao Shu ⋅ Lei Liu ⋅ Qiang Lin ⋅ Hande Dong ⋅ Jiawei Chen
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3618
Humanline: Online Alignment as Perceptual Loss
In Poster Session 4 Pavilion 4
Sijia Liu ⋅ Niklas Muennighoff ⋅ Kawin Ethayarajh
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1905
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
In Poster Session 4 Pavilion 3
Qiushi Sun ⋅ Zhoumianze Liu ⋅ Chang Ma ⋅ Zichen Ding ⋅ Fangzhi Xu ⋅ Zhangyue Yin ⋅ Haiteng Zhao ⋅ Zhenyu Wu ⋅ Kanzhi Cheng ⋅ Zhaoyang Liu ⋅ Jianing Wang ⋅ Qintong Li ⋅ Xiangru Tang ⋅ Tianbao Xie ⋅ Xiachong Feng ⋅ Xiang Li ⋅ Ben Kao ⋅ Wenhai Wang ⋅ Biqing Qi ⋅ Lingpeng Kong ⋅ Zhiyong Wu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1906
InfoScan: Information-Efficient Visual Scanning via Resource-Adaptive Walks
In Poster Session 4 Pavilion 3
Yifeng Wu · Huimin Huang · Shangjie Zhou · Yawen Huang · Hao Zheng · Yun Chen · Xian Wu · Ruize Han · Guanhua Chen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1907
OFMU: OPTIMIZATION-DRIVEN FRAMEWORK FOR MACHINE UNLEARNING
In Poster Session 4 Pavilion 3
Sadia Asif ⋅ Mohammad Mohammadi Amiri
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1908
EA3D: Event-Augmented 3D Diffusion for Generalizable Novel View Synthesis
In Poster Session 4 Pavilion 3
Wangbo Yu ⋅ Chaoran Feng ⋅ Jianing Li ⋅ Aofan Zhang ⋅ Zhenyu Tang ⋅ Mingyi Guo ⋅ Wei Zhang ⋅ Zhengyu Ma ⋅ Li Yuan ⋅ Yonghong Tian
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1909
Potentially Optimal Joint Actions Recognition for Cooperative Multi-Agent Reinforcement Learning
In Poster Session 4 Pavilion 3
Chang Huang · Shatong Zhu · Junqiao Zhao · Hongtu Zhou · Hai Zhang · Di Zhang · Chen Ye · Ziqiao Wang · Guang Chen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1910
QKV Projections Require a Fraction of Their Memory
In Poster Session 4 Pavilion 3
Malik Khalaf ⋅ Yara Shamshoum ⋅ Nitzan Hodos ⋅ Yuval Sieradzki ⋅ Assaf Schuster
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1911
SpikeGen: Decoupled “Rods and Cones” Visual Representation Processing with Latent Generative Framework
In Poster Session 4 Pavilion 3
Gaole Dai · Menghang Dong · Rongyu Zhang · Ruichuan An · Tiejun Huang · Shanghang Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1912
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
In Poster Session 4 Pavilion 3
Wenxuan Huang · Bohan Jia · Shaosheng Cao · Zheyu Ye · Fei zhao · Zhe Xu · Yao Hu · Shaohui Lin
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1913
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models
In Poster Session 4 Pavilion 3
Baolong Bi · Shenghua Liu · Yiwei Wang · Yilong Xu · Junfeng Fang · Lingrui Mei · Xueqi Cheng
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1914
Math Blind: Failures in Diagram Understanding Undermine Reasoning in MLLMs
In Poster Session 4 Pavilion 3
Yanpeng Sun · Shan Zhang · Wei Tang · Aotian Chen · Piotr Koniusz · Kai Zou · Yuan Xue · Anton Hengel
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1915
Buffer Matters: Unleashing the Power of Off-Policy Reinforcement Learning in Large Language Model Reasoning
In Poster Session 4 Pavilion 3
Xu Wan · Yansheng Wang · Wenqi Huang · Mingyang Sun
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1916
La-Proteina: Atomistic Protein Generation via Partially Latent Flow Matching
In Poster Session 4 Pavilion 3
Tomas Geffner · Kieran Didi · Zhonglin Cao · Danny Reidenbach · Zuobai Zhang · Christian Dallago · Emine Kucukbenli · Karsten Kreis · Arash Vahdat
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1917
Unlocking the Power of Co-Occurrence in CLIP: A DualPrompt-Driven Method for Training-Free Zero-Shot Multi-Label Classification
In Poster Session 4 Pavilion 3
Ming-Kun Xie · Zhiqiang Kou · Zhongnian Li · Gang Niu · Masashi Sugiyama
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1918
TSLM: Tree-Structured Language Modeling for Divergent Thinking
In Poster Session 4 Pavilion 3
Doyoung Kim ⋅ JaeHyeok Doo ⋅ Minjoon Seo
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1919
CoT-Evo: Evolutionary Distillation of Chain-of-Thought for Scientific Reasoning
In Poster Session 4 Pavilion 3
Kehua Feng · Keyan Ding · Zhihui Zhu · Lei Liang · Qiang Zhang · Huajun Chen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1920
DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning
In Poster Session 4 Pavilion 3
Chengxuan Qian ⋅ Shuo Xing ⋅ Li Li ⋅ Yue Zhao ⋅ Zhengzhong Tu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1921
Multi-Synaptic Cooperation: A Bio-Inspired Framework for Robust and Scalable Continual Learning
In Poster Session 4 Pavilion 3
Penghui Li · Zhuang Ma · Yunliang Zang · Qiang YU
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1922
P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmark
In Poster Session 4 Pavilion 3
Tao Sun · Enhao Pan · Zhengkai Yang · Kaixin Sui · Jiajun Shi · Xianfu Cheng · Tongliang Li · Ge Zhang · Wenhao Huang · Jian Yang · Zhoujun Li
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1923
MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains
In Poster Session 4 Pavilion 3
Xuying Ning · Dongqi Fu · Tianxin Wei · Mengting Ai · Jiaru Zou · Ting-Wei Li · Hanghang Tong · Yada Zhu · Hendrik Hamann · Jingrui He
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1924
AgentFold: Long-Horizon Web Agents with Proactive Context Folding
In Poster Session 4 Pavilion 3
Rui Ye · Zhongwang Zhang · Kuan Li · Huifeng Yin · Zhengwei Tao · Yida Zhao · Liangcai Su · Liwen Zhang · Zile Qiao · Xinyu Wang · Pengjun Xie · Fei Huang · Jingren Zhou · Siheng Chen · Yong Jiang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2024
Prosperity before Collapse: How Far Can Off-Policy RL Reach with Stale Data on LLMs?
In Poster Session 4 Pavilion 3
Haizhong Zheng · Jiawei Zhao · Beidi Chen
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2023
Rethinking Code Similarity for Automated Algorithm Design with LLMs
In Poster Session 4 Pavilion 3
Rui Zhang ⋅ Zhichao Lu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2022
Adaptive Social Learning via Mode Policy Optimization for Language Agents
In Poster Session 4 Pavilion 3
Minzheng Wang · Yongbin Li · Haobo Wang · Xinghua Zhang · Nan Xu · Bingli Wu · Fei Huang · Haiyang Yu · Wenji Mao
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2021
Two-Layer Convolutional Autoencoders Trained on Normal Data Provably Detect Unseen Anomalies
In Poster Session 4 Pavilion 3
Yanbo Chen · Weiwei Liu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2020
Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
In Poster Session 4 Pavilion 3
Zhihe Yang · Xufang Luo · Zilong Wang · Dongqi Han · Zhiyuan He · Dongsheng Li · Yunjian Xu
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2019
SpaCE-10: A Comprehensive Benchmark for Multimodal Large Language Models in Compositional Spatial Intelligence
In Poster Session 4 Pavilion 3
Ziyang Gong · Wenhao Li · Xianzheng Ma · Songyuan Li · Zhaokai Wang · Songze Li · Jiayi Ji · Xue Yang · Gen Luo · Junchi Yan · Rongrong Ji
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2018
Flow Map Learning Via Non-Gradient Vector Flow
In Poster Session 4 Pavilion 3
Mark Goldstein · Anshuk Uppal · Raghav Singhal · Aahlad Manas Puli · Rajesh Ranganath
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4001
Programming with Pixels: Can Computer-Use Agents do Software Engineering?
In Poster Session 4 Pavilion 4
Pranjal Aggarwal ⋅ Sean Welleck
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2016
Astra: General Interactive World Model with Autoregressive Denoising
In Poster Session 4 Pavilion 3
Yixuan Zhu ⋅ Jiaqi Feng ⋅ Wenzhao Zheng ⋅ Yuan Gao ⋅ Xin Tao ⋅ Pengfei Wan ⋅ Jiwen Lu ⋅ Jie Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2015
Understanding and Improving Continuous LLM Adversarial Training via In-context Learning Theory
In Poster Session 4 Pavilion 3
Shaopeng Fu · Di Wang
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2014
SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
In Poster Session 4 Pavilion 3
Bo Liu · Simon Yu · Zichen Liu · Leon Guertler · Penghui Qi · Daniel Balcells · Mickel Liu · Cheston Tan · Weiyan Shi · Min Lin · Wee Sun Lee · Natasha Jaques
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2013
Almost Bayesian: Dynamics of SGD Through Singular Learning Theory
In Poster Session 4 Pavilion 3
Max Hennick · Stijn De Baerdemacker
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2012
Lookahead Tree-Based Rollouts for Enhanced Trajectory-Level Exploration in Reinforcement Learning with Verifiable Rewards
In Poster Session 4 Pavilion 3
Shangyu Xing ⋅ Siyuan Wang ⋅ Chenyuan Yang ⋅ Xin-Yu Dai ⋅ Xiang Ren
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2011
Computer Agent Arena: Toward Human-Centric Evaluation and Analysis of Computer-Use Agents
In Poster Session 4 Pavilion 3
Bowen Wang · Xinyuan Wang · Jiaqi Deng · Tianbao Xie · Ryan Li · Yanzhe Zhang · Junli Wang · Dunjie Lu · Zicheng Gong · Gavin Li · Toh Hua · Wei-Lin Chiang · Ion Stoica · Diyi Yang · Yu Su · Yi Zhang · Zhiguo Wang · Victor Zhong · Tao Yu
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2010
IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs
In Poster Session 4 Pavilion 3
David Ma ⋅ Yuanxing Zhang ⋅ JinCheng Ren ⋅ Jiawei Guo ⋅ Yifan Yao ⋅ Zhenlin Wei ⋅ Zhenzhu Yang ⋅ Zhongyuan Peng ⋅ Boyu Feng ⋅ Jun Ma ⋅ 顾潇 ⋅ Zhu ⋅ Zhoufutu Wen ⋅ Yancheng He ⋅ Meng Cao ⋅ Wangchunshu Zhou ⋅ Shiwen Ni ⋅ JIAHENG LIU ⋅ Wenhao Huang ⋅ Ge Zhang ⋅ Xiaojie Jin
[ Poster]  [ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2009
Adaptive Thinking: Large Language Models Know When to Think in Latent Space
In Poster Session 4 Pavilion 3
Pingzhi Li · Bairu Hou · Yun Zhu · Yihao Feng · Ke Ye · Tao Lei · Zhifeng Chen · Tianlong Chen · Xianzhi Du
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2008
AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint
In Poster Session 4 Pavilion 3
Leheng Sheng · Changshuo Shen · Weixiang Zhao · Junfeng Fang · Xiaohao Liu · Zhenkai Liang · Xiang Wang · An Zhang · Tat-Seng Chua
[ OpenReview] 
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2006
GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models
In Poster Session 4 Pavilion 3
Zhangyang Qi · Zhixiong Zhang · Ye Fang · Jiaqi Wang · Hengshuang Zhao
[ OpenReview] 
Blog Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2005
Why AI Evaluations Need Error Bars
In Poster Session 4 Pavilion 3
Zairah Mustahsan
[ OpenReview] 
Oral Session
Fri Apr 24 11:15 AM -- 12:45 PM (PDT) @ Amphitheater None
Oral Session 4A ML Architectures and training II
Oral Session
Fri Apr 24 11:15 AM -- 12:45 PM (PDT) @ 201 A/B None
Oral Session 4B Learning to act
Oral Session
Fri Apr 24 11:15 AM -- 12:45 PM (PDT) @ 202 A/B None
Oral Session 4C Vision language models III
Oral Session
Fri Apr 24 11:15 AM -- 12:45 PM (PDT) @ 203 A/B None
Oral Session 4D Coding and scientific agents
Oral Session
Fri Apr 24 11:15 AM -- 12:45 PM (PDT) @ 204 A/B None
Oral Session 4E Datasets and benchmarks
Poster Session
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 None
Poster Session 4 Pavilion 3
Poster Session
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 None
Poster Session 4 Pavilion 4
Oral
Fri Apr 24 11:27 AM -- 11:37 AM (PDT) @ 203 A/B None
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation via Lens of Dynamic Interactions
In Oral Session 4D Coding and scientific agents
Nan Huo ⋅ Xiaohan Xu ⋅ Jinyang Li ⋅ Per Jacobsson ⋅ Shipei Lin ⋅ Bowen Qin ⋅ Binyuan Hui ⋅ Xiaolong Li ⋅ Ge Qu ⋅ Shuzheng Si ⋅ Linheng Han ⋅ Edward Alexander ⋅ Xintong Zhu ⋅ Rui Qin ⋅ Ruihan Yu ⋅ Yiyao Jin ⋅ Feige Zhou ⋅ Weihao Zhong ⋅ Yun Chen ⋅ Hongyu Liu ⋅ Chenhao Ma ⋅ Fatma Ozcan ⋅ Yannis Papakonstantinou ⋅ Reynold Cheng
[ OpenReview] 
Oral
Fri Apr 24 11:27 AM -- 11:37 AM (PDT) @ 204 A/B None
FRABench and UFEval: Unified Fine-grained Evaluation with Task and Aspect Generalization
In Oral Session 4E
Shibo Hong · jiahao ying · Haiyuan Liang · Mengdi Zhang · Jun Kuang · Jiazheng Zhang · Yixin Cao
[ OpenReview] 
Oral
Fri Apr 24 11:27 AM -- 11:37 AM (PDT) @ 201 A/B None
Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling
In Oral Session 4B Learning to act
Tal Daniel ⋅ Carl Qi ⋅ Dan Haramati ⋅ Amir Zadeh ⋅ Chuan Li ⋅ Aviv Tamar ⋅ Deepak Pathak ⋅ David Held
[ OpenReview] 
Oral
Fri Apr 24 11:27 AM -- 11:37 AM (PDT) @ Amphitheater None
MrRoPE: Mixed-radix Rotary Position Embedding
In Oral Session 4A
Qingyuan Tian · Wenhong Zhu · Xiaoran Liu · Xiaofeng Wang · Rui Wang
[ OpenReview] 
Oral
Fri Apr 24 11:27 AM -- 11:37 AM (PDT) @ 202 A/B None
Hallucination Begins Where Saliency Drops
In Oral Session 4C
Xiaofeng Zhang · Yuanchao Zhu · Chaochen Gu · Xiaosong Yuan · Qiyan Zhao · Jiawei Cao · Barrett Tang · Sinan Fan · Yaomin Shen · Chen Shen · Hao Tang
[ Slides]  [ OpenReview] 
Oral
Fri Apr 24 11:39 AM -- 11:49 AM (PDT) @ 204 A/B None
SimuHome: A Temporal- and Environment-Aware Benchmark for Smart Home LLM Agents
In Oral Session 4E Datasets and benchmarks
Gyuhyeon Seo ⋅ Jungwoo Yang ⋅ Junseong Pyo ⋅ Nalim Kim ⋅ Jonggeun Lee ⋅ Yohan Jo
[ Slides]  [ OpenReview] 
Oral
Fri Apr 24 11:39 AM -- 11:49 AM (PDT) @ 202 A/B None
Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs
In Oral Session 4C
Zhiyu Pan · Yizheng Wu · Jiashen Hua · Junyi Feng · Shaotian Yan · Bing Deng · Zhiguo Cao · Jieping Ye
[ OpenReview] 
Oral
Fri Apr 24 11:39 AM -- 11:49 AM (PDT) @ Amphitheater None
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss
In Oral Session 4A ML Architectures and training II
Ang Lv ⋅ Jin Ma ⋅ Yiyuan Ma ⋅ Siyuan Qiao
[ Slides]  [ OpenReview] 
Oral
Fri Apr 24 11:39 AM -- 11:49 AM (PDT) @ 203 A/B None
EditBench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits
In Oral Session 4D
Wayne Chi · Valerie Chen · Ryan Shar · Aditya Mittal · Jenny Liang · Wei-Lin Chiang · Anastasios Angelopoulos · Ion Stoica · Graham Neubig · Ameet Talwalkar · Chris Donahue
[ OpenReview] 
Oral
Fri Apr 24 11:39 AM -- 11:49 AM (PDT) @ 201 A/B None
Exploratory Diffusion Model for Unsupervised Reinforcement Learning
In Oral Session 4B
Chengyang Ying · Huayu Chen · Xinning Zhou · Zhongkai Hao · Hang Su · Jun Zhu
[ OpenReview] 
Oral
Fri Apr 24 11:51 AM -- 12:01 PM (PDT) @ 204 A/B None
Common Corpus: The Largest Collection of Ethical Data for LLM Pre-Training
In Oral Session 4E
Pierre-Carl Langlais · Pavel Chizhov · Catherine Arnett · Carlos Hinostroza · Mattia Nee · Eliot Jones · Irène Girard · David Mach · Anastasia Stasenko · Ivan Yamshchikov
[ OpenReview] 
Oral
Fri Apr 24 11:51 AM -- 12:01 PM (PDT) @ 202 A/B None
MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction
In Oral Session 4C Vision language models III
Zilin Xiao ⋅ Qi Ma ⋅ Mengting Gu ⋅ Chun-cheng Chen ⋅ Xintao Chen ⋅ Vicente Ordonez ⋅ Vijai Mohan
[ OpenReview] 
Oral
Fri Apr 24 11:51 AM -- 12:01 PM (PDT) @ Amphitheater None
ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models
In Oral Session 4A
Federico Danieli · Pau Rodriguez · Miguel Sarabia · Xavier Suau · Luca Zappella
[ OpenReview] 
Oral
Fri Apr 24 11:51 AM -- 12:01 PM (PDT) @ 203 A/B None
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents
In Oral Session 4D
Yueqi Song · Ketan Ramaneti · Zaid Sheikh · Ziru Chen · Boyu Gou · Tianbao Xie · Yiheng Xu · Danyang Zhang · Apurva Gandhi · Fan Yang · Joseph Liu · Tianyue Ou · Zhihao Yuan · Frank F Xu · Shuyan Zhou · Xingyao Wang · Xiang Yue · Tao Yu · Huan Sun · Yu Su · Graham Neubig
[ OpenReview] 
Oral
Fri Apr 24 11:51 AM -- 12:01 PM (PDT) @ 201 A/B None
Mean Flow Policy with Instantaneous Velocity Constraint for One-step Action Generation
In Oral Session 4B
Guojian Zhan · Letian Tao · Pengcheng Wang · Yixiao Wang · Yuxin Chen · Yiheng Li · Hongyang Li · Masayoshi Tomizuka · Shengbo Li
[ OpenReview] 
Oral
Fri Apr 24 12:03 PM -- 12:13 PM (PDT) @ 201 A/B None
Rodrigues Network for Learning Robot Actions
In Oral Session 4B Learning to act
Jialiang Zhang ⋅ Haoran Geng ⋅ Yang You ⋅ Congyue Deng ⋅ Pieter Abbeel ⋅ Jitendra Malik ⋅ Leonidas Guibas
[ Slides]  [ OpenReview] 
Oral
Fri Apr 24 12:03 PM -- 12:13 PM (PDT) @ 202 A/B None
Seeing Through the Brain: New Insights from Decoding Visual Stimuli with fMRI
In Oral Session 4C Vision language models III
Zheng Huang ⋅ Enpei Zhang ⋅ Weikang Qiu ⋅ Yinghao Cai ⋅ Carl Yang ⋅ Elynn Chen ⋅ Xiang Zhang ⋅ Rex Ying ⋅ Dawei Zhou ⋅ Yujun Yan
[ OpenReview] 
Oral
Fri Apr 24 12:03 PM -- 12:13 PM (PDT) @ Amphitheater None
Mamba-3: Improved Sequence Modeling using State Space Principles
In Oral Session 4A
Aakash Sunil Lahoti · Kevin Li · Berlin Chen · Caitlin Wang · Aviv Bick · Zico Kolter · Tri Dao · Albert Gu
[ OpenReview] 
Oral
Fri Apr 24 12:03 PM -- 12:13 PM (PDT) @ 203 A/B None
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
In Oral Session 4D
Jonathan Bragg · Mike D'Arcy · Nishant Balepur · Dan Bareket · Bhavana Dalvi Mishra · Sergey Feldman · Dany Haddad · Jena Hwang · Peter Jansen · Varsha Kishore · Bodhisattwa Prasad Majumder · Aakanksha Naik · Sigal Rahamimov · Kyle Richardson · Amanpreet Singh · Harshit Surana · Aryeh Tiktinsky · Rosni Vasu · Guy Wiener · Chloe Anastasiades · Stefanus Candra · Jason Dunkelberger · Daniel Emery · Rob Evans · Malachi Hamada · Regan Huff · Rodney Kinney · Matt Latzke · Jaron Lochner · Ruben Lozano-Aguilera · Ngoc-Uyen Nguyen · Smita Rao · Amber Tanaka · Brooke Vlahos · Peter Clark · Doug Downey · Yoav Goldberg · Ashish Sabharwal · Daniel Weld
[ OpenReview] 
Oral
Fri Apr 24 12:15 PM -- 12:25 PM (PDT) @ 202 A/B None
WAVE: Learning Unified & Versatile Audio-Visual Embeddings with Multimodal LLM
In Oral Session 4C
Changli Tang · Qinfan Xiao · Ke Mei · Tianyi Wang · Fengyun Rao · Chao Zhang
[ OpenReview] 
Oral
Fri Apr 24 12:15 PM -- 12:25 PM (PDT) @ 201 A/B None
Pareto-Conditioned Diffusion Models for Offline Multi-Objective Optimization
In Oral Session 4B Learning to act
Jatan Shrestha ⋅ Santeri Heiskanen ⋅ Kari Hepola ⋅ Severi Rissanen ⋅ Pekka Jääskeläinen ⋅ Joni Pajarinen
[ Slides]  [ OpenReview] 
Oral
Fri Apr 24 12:15 PM -- 12:25 PM (PDT) @ Amphitheater None
Energy-Based Transformers are Scalable Learners and Thinkers
In Oral Session 4A ML Architectures and training II
Alexi Gladstone ⋅ Ganesh Nanduru ⋅ Md Mofijul Islam ⋅ Peixuan Han ⋅ Hyeonjeong Ha ⋅ Aman Chadha ⋅ Yilun Du ⋅ Heng Ji ⋅ Jundong Li ⋅ Tariq Iqbal
[ OpenReview] 
Oral
Fri Apr 24 12:15 PM -- 12:25 PM (PDT) @ 203 A/B None
MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
In Oral Session 4D
Ran Xu · Yuchen Zhuang · Yishan Zhong · Yue Yu · Zifeng Wang · Xiangru Tang · Hang Wu · May Dongmei Wang · Peifeng Ruan · Donghan Yang · Tao Wang · Guanghua Xiao · Xin Liu · Carl Yang · Yang Xie · Wenqi Shi
[ OpenReview] 
Oral
Fri Apr 24 12:27 PM -- 12:37 PM (PDT) @ 201 A/B None
Compositional Diffusion with Guided search for Long-Horizon Planning
In Oral Session 4B Learning to act
Utkarsh Mishra ⋅ David He ⋅ Yongxin Chen ⋅ Danfei Xu
[ OpenReview] 
Oral
Fri Apr 24 12:27 PM -- 12:37 PM (PDT) @ 202 A/B None
Visual symbolic mechanisms: Emergent symbol processing in Vision Language Models
In Oral Session 4C
Rim Assouel · Declan Campbell · Yoshua Bengio · Taylor Webb
[ OpenReview] 
Oral
Fri Apr 24 12:27 PM -- 12:37 PM (PDT) @ Amphitheater None
Transformers are Inherently Succinct
In Oral Session 4A
Pascal Bergsträßer · Ryan Cotterell · Anthony W. Lin
[ OpenReview] 
Test Of Time
Fri Apr 24 01:45 PM -- 02:45 PM (PDT) @ Amphitheater None
Test of Time
Registration Desk
Sat Apr 25 04:00 AM -- 01:30 PM (PDT) @ Convention Center Foyer None
Registration Desk 1
Invited Talk
Sat Apr 25 05:00 AM -- 06:00 AM (PDT) @ Amphitheater None
Learning while developing: How infants acquire intelligent behavior
Karen E. Adolph
Break
Sat Apr 25 06:00 AM -- 06:30 AM (PDT) @ Pavilion 4 None
Break
Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) @ 201 A/B None
Stable Video Infinity: Infinite-Length Video Generation with Error Recycling
In Oral Session 5B Video and scene generation
Wuyang Li ⋅ Wentao Pan ⋅ Po-Chien Luan ⋅ Yang Gao ⋅ Alexandre Alahi
[ OpenReview] 
Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) @ Amphitheater None
Diffusion Language Model Knows the Answer Before It Decodes
In Oral Session 5A
Pengxiang Li · Yefan Zhou · Dilxat Muhtar · Lu Yin · Shilin Yan · Li Shen · Yi Liang · Soroush Vosoughi · Shiwei Liu
[ OpenReview] 
Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) @ 203 A/B None
Difficult Examples Hurt Unsupervised Contrastive Learning: A Theoretical Perspective
In Oral Session 5D
Yi-Ge Zhang · Jingyi Cui · Qiran Li · Yisen Wang
[ OpenReview] 
Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) @ 204 A/B None
Uncover Underlying Correspondence for Robust Multi-view Clustering
In Oral Session 5E
Haochen Zhou · Guofeng Ding · Mouxing Yang · Peng Hu · Yijie Lin · Xi Peng
[ OpenReview] 
Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) @ 202 A/B None
Semi-Supervised Preference Optimization with Limited Feedback
In Oral Session 5C
Seonggyun Lee · Sungjun Lim · Seojin Park · Soeun Cheon · Kyungwoo Song
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) @ 201 C None
BioX-Bridge: Model Bridging for Unsupervised Cross-Modal Knowledge Transfer across Biosignals
In Oral Session 5F
Chenqi Li · Yu Liu · Timothy Denison · Tingting Zhu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3001
PICS: Pairwise Image Compositing with Spatial Interactions
In Poster Session 5 Pavilion 4
Hang Zhou ⋅ Xinxin Zuo ⋅ Sen Wang ⋅ Li Cheng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#101
SurvHTE-Bench: A Benchmark for Heterogeneous Treatment Effect Estimation in Survival Analysis
In Poster Session 5 Pavilion 3
Shahriar Noroozizadeh ⋅ Xiaobin Shen ⋅ Jeremy Weiss ⋅ George H. Chen
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#102
A Relative Error-Based Evaluation Framework of Heterogeneous Treatment Effect Estimators
In Poster Session 5 Pavilion 3
Jiayi Guo · Haoxuan Li · YE TIAN · Peng Wu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3002
GenCompositor: Generative Video Compositing with Diffusion Transformer
In Poster Session 5 Pavilion 4
Shuzhou Yang · Xiaoyu Li · Xiaodong Cun · Guangzhi Wang · Lingen Li · Ying Shan · Jian Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#103
Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects
In Poster Session 5 Pavilion 3
Shishir Adhikari ⋅ Sourav Medya ⋅ Elena Zheleva
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3003
Mixture of Contexts for Long Video Generation
In Poster Session 5 Pavilion 4
Shengqu Cai · Ceyuan Yang · Lvmin Zhang · Yuwei Guo · Junfei Xiao · Ziyan Yang · Yinghao Xu · Zhenheng Yang · Alan Yuille · Leonidas Guibas · Maneesh Agrawala · Lu Jiang · Gordon Wetzstein
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3004
DistillKac: Few-Step Image Generation via Damped Wave Equations
In Poster Session 5 Pavilion 4
Weiqiao Han ⋅ Chenlin Meng ⋅ Christopher Manning ⋅ Stefano Ermon
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#104
CaTs and DAGs: Integrating Directed Acyclic Graphs with Transformers for Causally Constrained Predictions
In Poster Session 5 Pavilion 3
Matthew Vowels ⋅ Mathieu Rochat ⋅ Sina Akbari
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3005
EgoWorld: Translating Exocentric View to Egocentric View using Rich Exocentric Observations
In Poster Session 5 Pavilion 4
Junho Park ⋅ Andrew Ye ⋅ Taein Kwon
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#105
Causal Discovery in the Wild: A Voting-Theoretic Ensemble Approach
In Poster Session 5 Pavilion 3
Vy Vo · Haoxuan Li · Mingming Gong
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#106
Independence Test for Linear Non-Gaussian Data and Applications in Causal Discovery
In Poster Session 5 Pavilion 3
Yiqing Li ⋅ Xiaofei Wang ⋅ Boyang Sun ⋅ Yewei Xia ⋅ Kun Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3006
Composition of Memory Experts for Diffusion World Models
In Poster Session 5 Pavilion 4
Sebastian Stapf ⋅ Pablo Acuaviva ⋅ Aram Davtyan ⋅ Paolo Favaro
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#107
Score-based Greedy Search for Structure Identification of Partially Observed Causal Models
In Poster Session 5 Pavilion 3
Xinshuai Dong · Ignavier Ng · Haoyue Dai · Jiaqi Sun · Xiangchen Song · Peter Spirtes · Kun Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3007
Generation then Reconstruction: Accelerating Masked Autoregressive Models via Two-Stage Sampling
In Poster Session 5 Pavilion 4
Feihong Yan · Yao Zhu · Peiru Wang · kaiyu pang · Qingyan Wei · Huiqi Li · Linfeng Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3008
Consistent Noisy Latent Rewards for Trajectory Preference Optimization in Diffusion Models
In Poster Session 5 Pavilion 4
Xiaole Xian · Xilin He · Wenting Chen · Wenshuang Liu · Wenqi Mu · Yancheng He · Liang Li · Yi Zhang · Xiangyu Yue
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#108
ALM-MTA: Front-Door Causal Multi-Touch Attribution Method for Creator-Ecosystem Optimization
In Poster Session 5 Pavilion 3
Yuguang Liu ⋅ Luyao Xia ⋅ Hu Liu ⋅ Zhangxi Yan ⋅ Jian Liang ⋅ Han Li ⋅ Kun Gai
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3009
AttriCtrl: A Generalizable Framework for Controlling Semantic Attribute Intensity in Diffusion Models
In Poster Session 5 Pavilion 4
Die Chen ⋅ Zhongjie Duan ⋅ Zhiwen Li ⋅ Cen Chen ⋅ Daoyuan Chen ⋅ Yaliang Li ⋅ Yinda Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#109
Dual-Branch Representations with Dynamic Gated Fusion and Triple-Granularity Alignment for Deep Multi-View Clustering
In Poster Session 5 Pavilion 3
Wenyuan Kong · Zhibin Gu · Bing Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#110
Permutation-Consistent Variational Encoding for Incomplete Multi-View Multi-Label Classification
In Poster Session 5 Pavilion 3
Chengliang Liu · Bo Li · Bob Zhang · Xiaoling Luo · Yabo Liu · Jie Wen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3010
Constantly Improving Image Models Need Constantly Improving Benchmarks
In Poster Session 5 Pavilion 4
Jiaxin Ge · Grace Luo · Heekyung Lee · Nishant Malpani · Long Lian · Xudong Wang · Aleksander Holynski · trevor darrell · Sewon Min · David Chan
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3011
MVAR: Visual Autoregressive Modeling with Scale and Spatial Markovian Conditioning
In Poster Session 5 Pavilion 4
Jinhua Zhang · Wei Long · Minghao Han · Weiyi You · Shuhang Gu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#111
Temporal Slowness in Central Vision Drives Semantic Object Learning
In Poster Session 5 Pavilion 3
Timothy Schaumlöffel ⋅ Arthur Aubret ⋅ Gemma Roig ⋅ Jochen Triesch
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#112
Self-Supervised Learning from Structural Invariance
In Poster Session 5 Pavilion 3
Yipeng Zhang · Hafez Ghaemi · Jungyoon Lee · Shahab Bakhtiari · Eilif B Muller · Laurent Charlin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3012
W-EDIT: A Wavelet-Based Frequency-Aware Framework for Text-Driven Image Editing
In Poster Session 5 Pavilion 4
Jiahui Sun · Weining Wang · Mingzhen Sun · Peiyao Wang · Xinxin Zhu · Jing Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#113
Difficulty–Diversity Collaborative Filtering for Data-Efficient LLM Fine-Tuning
In Poster Session 5 Pavilion 3
Long Hoang ⋅ Wenxuan Zhang ⋅ Wei Lu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#114
Reverse Distillation: Consistently Scaling Protein Language Model Representations
In Poster Session 5 Pavilion 3
Darius Catrina ⋅ Christian Bepler ⋅ Samuel Sledzieski ⋅ Rohit Singh
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3014
VisualPrompter: Semantic-Aware Prompt Optimization with Visual Feedback for Text-to-Image Synthesis
In Poster Session 5 Pavilion 4
Shiyu Wu · Mingzhen Sun · Weining Wang · Yequan Wang · Jing Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#115
Beyond Instance-Level Alignment: Dual-Level Optimal Transport for Audio-Text Retrieval
In Poster Session 5 Pavilion 3
Wenqi Guo · Shikui Tu · Lei Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3015
IC-Custom: Diverse Image Customization via In-Context Learning
In Poster Session 5 Pavilion 4
Yaowei Li · Xiaoyu Li · Zhaoyang Zhang · Yuxuan Bian · Gan Liu · Xinyuan Li · Jiale Xu · Wenbo Hu · yating liu · Lingen Li · Jing Cai · Yuexian Zou · Yancheng He · Ying Shan
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3016
Generative View Stitching
In Poster Session 5 Pavilion 4
Chonghyuk Song · Michal Stary · Boyuan Chen · George Kopanas · Vincent Sitzmann
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3017
Visual Autoregressive Modeling for Instruction-Guided Image Editing
In Poster Session 5 Pavilion 4
Qingyang Mao · Qi Cai · Yehao Li · Yingwei Pan · Mingyue Cheng · Ting Yao · Qi Liu · Tao Mei
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#117
KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model
In Poster Session 5 Pavilion 3
Xinping Zhao · Xinshuo Hu · Zifei Shan · Shouzheng Huang · Yao Zhou · Xin Zhang · Zetian Sun · zhenyu liu · dongfang li · Xinyuan Wei · Youcheng Pan · Yang Xiang · Meishan Zhang · Haofen Wang · Jun Yu · Baotian Hu · Min Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3018
EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing
In Poster Session 5 Pavilion 4
Keming Wu ⋅ Sicong Jiang ⋅ Max Ku ⋅ PING NIE ⋅ Minghao Liu ⋅ Wenhu Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#118
LLM DNA: Tracing Model Evolution via Functional Representations
In Poster Session 5 Pavilion 3
Zhaomin Wu ⋅ Haodong Zhao ⋅ Ziyang Wang ⋅ Jizhou Guo ⋅ Qian Wang ⋅ Bingsheng He
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2012
An Efficient SE(p)-Invariant Transport Metric Driven by Polar Transport Discrepancy-based Representation
In Poster Session 5 Pavilion 3
Junyi Lin ⋅ Dunyao Xue ⋅ Jun Yu ⋅ Hongteng Xu ⋅ Cheng Meng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3118
Arbitrary Generative Video Interpolation
In Poster Session 5 Pavilion 4
Guozhen Zhang · Haiguang Wang · Chunyu Wang · Yuan Zhou · Qinglin Lu · Limin Wang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#119
Soft Equivariance Regularization for Invariant Self-Supervised Learning
In Poster Session 5 Pavilion 3
Joohyung Lee ⋅ Changhun Kim ⋅ Hyunsu Kim ⋅ Kwanhyung Lee ⋅ Juho Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#120
Frequency-Domain Better than Time-Domain for Causal Structure Recovery in Dynamical Systems on Networks
In Poster Session 5 Pavilion 3
Mohammed Tuhin Rana ⋅ Mishfad Shaikh Veedu ⋅ James Melbourne ⋅ Murti Salapaka
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3117
EdiVal-Agent: An Object-Centric Framework for Automated, Fine-Grained Evaluation of Multi-Turn Editing
In Poster Session 5 Pavilion 4
Tianyu Chen · Yasi Zhang · Zhi Zhang · Peiyu Yu · Shu Wang · Zhendong Wang · Kevin Lin · Xiaofei Wang · Zhengyuan Yang · Linjie Li · Chung-Ching Lin · Jianwen Xie · Oscar Leong · Lijuan Wang · Yingnian Wu · Mingyuan Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#121
Behavioral Embeddings of Programs: A Quasi-Dynamic Approach for Optimization Prediction
In Poster Session 5 Pavilion 3
Haolin Pan · Dong Jinyuan · Hongbin Zhang · Hongyu Lin · Mingjie Xing · Yanjun WU
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3116
Vivid-VR: Distilling Concepts from Text-to-Video Diffusion Transformer for Photorealistic Video Restoration
In Poster Session 5 Pavilion 4
Haoran Bai · Xiaoxu Chen · Canqian Yang · Zongyao He · Sibin Deng · Ying Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#801
Mitigating Noise Shift in Denoising Generative Models with Noise Awareness Guidance
In Poster Session 5 Pavilion 3
Jincheng Zhong ⋅ Boyuan Jiang ⋅ Xin Tao ⋅ Pengfei Wan ⋅ Kun Gai ⋅ Mingsheng Long
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#122
On the Alignment Between Supervised and Self-Supervised Contrastive Learning
In Poster Session 5 Pavilion 3
Achleshwar Luthra ⋅ Priyadarsi Mishra ⋅ Tomer Galanti
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3115
Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale
In Poster Session 5 Pavilion 4
Zhengcen Li · Chenyang Jiang · Hang Zhao · Shiyang Zhou · Yunyang Mo · Feng Gao · Fan Yang · Qiben Shan · Shaocong Wu · Jingyong Su
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3114
Streaming Drag-Oriented Interactive Video Manipulation: Drag Anything, Anytime!
In Poster Session 5 Pavilion 4
Junbao Zhou · Yuan Zhou · Kesen Zhao · Qingshan Xu · Beier Zhu · Richang Hong · Hanwang Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#123
Disentangled representation learning through unsupervised symmetry group discovery
In Poster Session 5 Pavilion 3
Barthélémy Dang-Nhu · Louis Annabi · Sylvain ARGENTIERI
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3113
Concept-TRAK: Understanding how diffusion models learn concepts through concept attribution
In Poster Session 5 Pavilion 4
Yong-Hyun Park · Chieh-Hsin Lai · Satoshi Hayakawa · Yuhta Takida · Naoki Murata · WeiHsiang Liao · Woosung Choi · Kin Wai Cheuk · Junghyun (Tony) Koo · Yuki Mitsufuji
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#124
PHyCLIP: $\ell_1$-Product of Hyperbolic Factors Unifies Hierarchy and Compositionality in Vision-Language Representation Learning
In Poster Session 5 Pavilion 3
Daiki Yoshikawa ⋅ Takashi Matsubara
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#224
VIRTUE: Visual-Interactive Text-Image Universal Embedder
In Poster Session 5 Pavilion 3
Wei-Yao Wang · Kazuya Tateishi · Qiyu Wu · Shusuke Takahashi · Yuki Mitsufuji
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3112
BranchGRPO: Stable and Efficient GRPO with Structured Branching in Diffusion Models
In Poster Session 5 Pavilion 4
Yuming Li · Yikai Wang · Yuying zhu · Zhongyu Zhao · Ming Lu · Qi She · Shanghang Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3111
Unbiased Object Detection Beyond Frequency with Visually Prompted Image Synthesis
In Poster Session 5 Pavilion 4
Xinhao Cai · Liulei Li · Gensheng Pei · Tao Chen · Jinshan Pan · Yazhou Yao · Wenguan Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#223
There Was Never a Bottleneck in Concept Bottleneck Models
In Poster Session 5 Pavilion 3
Antonio Almudévar · José Miguel Hernández Lobato · Alfonso Ortega
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#222
Towards Understanding the Shape of Representations in Protein Language Models
In Poster Session 5 Pavilion 3
Kosio Beshkov ⋅ Anders Malthe-Sorenssen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3110
MoAlign: Motion-Centric Representation Alignment for Video Diffusion Models
In Poster Session 5 Pavilion 4
Aritra Bhowmik ⋅ Denis Korzhenkov ⋅ Cees G Snoek ⋅ Amirhossein Habibian ⋅ Mohsen Ghafoorian
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3109
Learning an Image Editing Model without Image Editing Pairs
In Poster Session 5 Pavilion 4
Nupur Kumari · Sheng-Yu Wang · Cherry Zhao · Yotam Nitzan · Yuheng Li · Krishna Kumar Singh · Richard Zhang · Eli Shechtman · Jun-Yan Zhu · Xun Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#221
Verification of the Implicit World Model in a Generative Model via Adversarial Sequences
In Poster Session 5 Pavilion 3
András Balogh · Márk Jelasity
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#220
Uncertainty-driven Embedding Convolution
In Poster Session 5 Pavilion 3
Sungjun Lim · Kangjun Noh · Youngjun Choi · Heeyoung Lee · Kyungwoo Song
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3108
UniF$^2$ace: A $\underline{Uni}$fied $\underline{F}$ine-grained $\underline{Face}$ Understanding and Generation Model
In Poster Session 5 Pavilion 4
Junzhe Li · Sifan Zhou · Liya Guo · Xuerui Qiu · Linrui Xu · TingTing Long · Chun Fan · Ming Li · Hehe Fan · Jun Liu · Shuicheng YAN
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3107
RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning
In Poster Session 5 Pavilion 4
Mingrui Wu · Lu Wang · Pu Zhao · Fangkai Yang · Jianjin Zhang · Jianfeng Liu · Yuefeng Zhan · Weihao Han · Hao Sun · Jiayi Ji · Xiaoshuai Sun · Qingwei Lin · Weiwei Deng · Dongmei Zhang · Feng Sun · Rongrong Ji
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#219
Anatomy-aware Representation Learning for Medical Ultrasound
In Poster Session 5 Pavilion 3
Seok-Hwan Oh ⋅ Myeong-Gee Kim ⋅ Guil Jung ⋅ hyeonjik lee ⋅ Young-Min Kim ⋅ Sang-yun Kim ⋅ Hyuksool Kwon ⋅ Hyeon-min Bae
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#218
SNAPHARD CONTRAST LEARNING
In Poster Session 5 Pavilion 3
Changpu Meng ⋅ Jie Yang ⋅ Wanqing Li ⋅ Yi Guo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3106
EasyTune: Efficient Step-Aware Fine-Tuning for Diffusion-Based Motion Generation
In Poster Session 5 Pavilion 4
Xiaofeng Tan · Wanjiang Weng · Haodong Lei · Hongsong Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3105
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models
In Poster Session 5 Pavilion 4
Guanlong Jiao · Biqing Huang · Kuan-Chieh Wang · Renjie Liao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#323
EditScore: Unlocking Online RL for Image Editing via High-Fidelity Reward Modeling
In Poster Session 5 Pavilion 3
Xin Luo · Jiahao Wang · Chenyuan Wu · Shitao Xiao · Xiyan Jiang · Defu Lian · Jiajun Zhang · Dong Liu · Zheng Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#217
Guided Query Refinement: Multimodal Hybrid Retrieval with Test-Time Optimization
In Poster Session 5 Pavilion 3
Omri Uzan · Asaf Yehudai · Roi Pony · Eyal Shnarch · Ariel Gera
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#216
Covariate-Guided Clusterwise Linear Regression for Generalization to Unseen Data
In Poster Session 5 Pavilion 3
Dohyun Bu ⋅ Hyunho Kim ⋅ JONGSEOK LEE
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3104
PICABench: How Far are We from Physical Realistic Image Editing?
In Poster Session 5 Pavilion 4
Yuandong Pu · Le Zhuo · Songhao Han · Jinbo Xing · Kaiwen Zhu · Shuo Cao · Bin Fu · Si Liu · Hongsheng Li · Yu Qiao · Wenlong Zhang · Xi Chen · Yihao Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3103
SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral
In Poster Session 5 Pavilion 4
Yufei Huang ⋅ Liangyu Yuan ⋅ Changxi Chi ⋅ Yunfan Liu ⋅ Cheng Tan ⋅ Siyuan Li ⋅ Jingbo Zhou ⋅ Haitao Lin ⋅ Chang Yu ⋅ Stan Z Li
[ Poster]  [ OpenReview] 
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#215
The effect of feature resolution on embedding dimension
In Poster Session 5 Pavilion 3
Louise Beyers ⋅ Ruan van der Merwe
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#214
Enhanced Continual Learning of Vision-Language Models with Model Fusion
In Poster Session 5 Pavilion 3
Haoyuan Gao ⋅ Zicong Zhang ⋅ Yuqi Wei ⋅ Linglan Zhao ⋅ Guilin Li ⋅ Yexin Li ⋅ Bo Wang ⋅ Linghe Kong ⋅ Weiran Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3102
Soft-Di[M]O: Improving One-Step Discrete Image Generation with Soft Embeddings
In Poster Session 5 Pavilion 4
Yuanzhi Zhu · Xi WANG · Stéphane Lathuilière · Vicky Kalogeiton
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3101
ReDDiT: Rehashing Noise for Discrete Visual Generation
In Poster Session 5 Pavilion 4
Tianren Ma · Xiaosong Zhang · Boyu Yang · Junlan Feng · Qixiang Ye
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#213
Command-V: Training-Free Representation Finetuning Transfer
In Poster Session 5 Pavilion 3
Barry Wang · Avi Schwarzschild · Alexander Robey · Ali Payani · Charles Fleming · Mingjie Sun · Daphne Ippolito
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3201
Directional Textual Inversion for Personalized Text-to-Image Generation
In Poster Session 5 Pavilion 4
Kunhee Kim · NaHyeon Park · Kibeom Hong · Hyunjung Shim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#212
Merge before Forget: A Single LoRA Continual Learning via Continual Merging
In Poster Session 5 Pavilion 3
Fuli Qiao ⋅ Mehrdad Mahdavi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3202
LikePhys: Evaluating Intuitive Physics Understanding in Video Diffusion Models via Likelihood Preference
In Poster Session 5 Pavilion 4
Jianhao Yuan · Fabio Pizzati · Francesco Pinto · Lars Kunze · Ivan Laptev · Paul Newman · Philip Torr · Daniele De Martini
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#211
Elastic Optimal Transport: Theory, Application, and Empirical Evaluation
In Poster Session 5 Pavilion 3
Pei Yang · Yuhang Zhuang · Qi Tan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5305
$\boldsymbol{\partial^\infty}$-Grid: A Neural Differential Equation Solver with Differentiable Feature Grids
In Poster Session 5 Pavilion 4
Navami Kairanda ⋅ Shanthika Naik ⋅ Marc Habermann ⋅ Avinash Sharma ⋅ Christian Theobalt ⋅ Vladislav Golyanik
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3203
BWCache: Accelerating Video Diffusion Transformers through Block-Wise Caching
In Poster Session 5 Pavilion 4
Hanshuai Cui · Zhiqing Tang · Zhifei Xu · Zhi Yao · Wenyi Zeng · Weijia Jia
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#210
Forget Forgetting: Continual Learning in a World of Abundant Memory
In Poster Session 5 Pavilion 3
Dongkyu Cho ⋅ Taesup Moon ⋅ Rumi Chunara ⋅ Kyunghyun Cho ⋅ Sungmin Cha
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2008
Beyond Text-Only: Towards Multimodal Table Retrieval in Open-World
In Poster Session 5 Pavilion 3
Da Li ⋅ Keping Bi ⋅ Jiafeng Guo ⋅ Wei Yuan ⋅ Fan Yang ⋅ Tingting Gao ⋅ Xueqi Cheng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3204
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation
In Poster Session 5 Pavilion 4
Kang Liao · Size Wu · Zhonghua Wu · Linyi Jin · Chao Wang · Yikai Wang · Fei Wang · Wei Li · Chen Change Loy
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#209
New Hybrid Fine-Tuning Paradigm for LLMs: Algorithm Design and Convergence Analysis Framework
In Poster Session 5 Pavilion 3
Shaocong Ma · Peiran Yu · Heng Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#208
Healthcare Insurance Fraud Detection via Continual Fiedler Vector Graph Model
In Poster Session 5 Pavilion 3
Yehan Zhang · Huaidong Zhang · Xuandi Luo · Shengfeng He
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3205
LayerSync: Self-aligning Intermediate Layers
In Poster Session 5 Pavilion 4
Yasaman Haghighi ⋅ Bastien van Delft ⋅ Mariam Hassan ⋅ Alexandre Alahi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#207
Efficient Orthogonal Fine-Tuning with Principal Subspace Adaptation
In Poster Session 5 Pavilion 3
Fei Wu · Jia Hu · Geyong Min · Shiqiang Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3206
GIR-Bench: Versatile Benchmark for Generating Images with Reasoning
In Poster Session 5 Pavilion 4
Hongxiang Li · Yaowei Li · Bin Lin · Yuwei Niu · Yuhang Yang · Xiaoshuang Huang · Jiayin Cai · Xiaolong Jiang · Yao Hu · Long Chen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#206
Gradient-Sign Masking for Task Vector Transport Across Pre-Trained Models
In Poster Session 5 Pavilion 3
Filippo Rinaldi · Aniello Panariello · Giacomo Salici · Fengyuan Liu · Marco Ciccone · Angelo Porrello · Simone Calderara
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3207
Real-Time Motion-Controllable Autoregressive Video Diffusion
In Poster Session 5 Pavilion 4
Kesen Zhao · Jiaxin Shi · Beier Zhu · Junbao Zhou · Xiaolong Shen · Yuan Zhou · Qianru Sun · Hanwang Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3208
FantasyWorld: Geometry-Consistent World Modeling via Unified Video and 3D Prediction
In Poster Session 5 Pavilion 4
Yixiang Dai ⋅ Fan Jiang ⋅ Chiyu Wang ⋅ Mu Xu ⋅ Yonggang Qi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#205
Expert Merging: Model Merging with Unsupervised Expert Alignment and Importance-Guided Layer Chunking
In Poster Session 5 Pavilion 3
Dengming Zhang · Xiaowen Ma · Zhenliang Ni · Zhenkai Wu · Han Shu · Xin Jiang · Xinghao Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#204
Dataless Weight Disentanglement in Task Arithmetic via Kronecker-Factored Approximate Curvature
In Poster Session 5 Pavilion 3
Angelo Porrello · Pietro Buzzega · Felix Dangel · Thomas Sommariva · Riccardo Salami · Lorenzo Bonicelli · Simone Calderara
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3209
ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing
In Poster Session 5 Pavilion 4
Lingen Li · Guangzhi Wang · Zhaoyang Zhang · Yaowei Li · Xiaoyu Li · Qi Dou · Jinwei Gu · Tianfan Xue · Ying Shan
[ OpenReview] 
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3210
Generalized Compressed Sensing for Image Reconstruction with Diffusion Probabilistic Models
In Poster Session 5 Pavilion 4
Ling-Qi Zhang · Zahra Kadkhodaie · Eero P Simoncelli · David H Brainard
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#203
In-Context Learning of Temporal Point Processes with Foundation Inference Models
In Poster Session 5 Pavilion 3
David Berghaus · Patrick Seifner · Kostadin Cvejoski · César Ali Ojeda Marin · Ramses Sanchez
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#202
Latent Veracity Inference for Identifying Errors in Stepwise Reasoning
In Poster Session 5 Pavilion 3
Minsu Kim ⋅ Jean-Pierre Falet ⋅ Oliver Richardson ⋅ Xiaoyin Chen ⋅ Moksh Jain ⋅ Sungjin Ahn ⋅ Sungsoo Ahn ⋅ Yoshua Bengio
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3211
FieryGS: In-the-Wild Fire Synthesis with Physics-Integrated Gaussian Splatting
In Poster Session 5 Pavilion 4
Qianfan Shen ⋅ Ningxiao Tao ⋅ Qiyu Dai ⋅ Tianle Chen ⋅ Minghan Qin ⋅ Yongjie Zhang ⋅ Mengyu Chu ⋅ Wenzheng Chen ⋅ Baoquan Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3212
DiffWind: Physics-Informed Differentiable Modeling of Wind-Driven Object Dynamics
In Poster Session 5 Pavilion 4
Yuanhang Lei ⋅ Boming Zhao ⋅ Zesong Yang ⋅ Xingxuan Li ⋅ Tao Cheng ⋅ Haocheng Peng ⋅ Ru Zhang ⋅ yang yang ⋅ Siyuan Huang ⋅ Yujun Shen ⋅ Ruizhen Hu ⋅ Hujun Bao ⋅ Zhaopeng Cui
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#201
Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later
In Poster Session 5 Pavilion 3
Arnaud Vadeboncoeur · Gregory Duthé · Mark Girolami · Eleni Chatzi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#301
Alternating Diffusion for Proximal Sampling with Zeroth Order Queries
In Poster Session 5 Pavilion 3
Hirohane Takagi · Atsushi Nitanda
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3213
A Scene is Worth a Thousand Features: Feed-Forward Camera Localization from a Collection of Image Features
In Poster Session 5 Pavilion 4
Axel Barroso-Laguna ⋅ Tommaso Cavallari ⋅ Victor Prisacariu ⋅ Eric Brachmann
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#302
PriorGuide: Test-Time Prior Adaptation for Simulation-Based Inference
In Poster Session 5 Pavilion 3
Yang Yang ⋅ Severi Rissanen ⋅ Paul Chang ⋅ Nasrulloh Satrio ⋅ Daolang Huang ⋅ Arno Solin ⋅ Markus Heinonen ⋅ Luigi Acerbi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3214
Articulation in Motion: Prior-free Part Mobility Analysis for Articulated Objects By Dynamic-Static Disentanglement
In Poster Session 5 Pavilion 4
Hao Ai ⋅ Wenjie Chang ⋅ Jianbo Jiao ⋅ Ales Leonardis ⋅ Eyal Ofek
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3215
CHROMA: Consistent Harmonization of Multi-View Appearance via Bilateral Grid Prediction
In Poster Session 5 Pavilion 4
Jisu Shin ⋅ Richard Shaw ⋅ Seunghyun Shin ⋅ Zhensong Zhang ⋅ Hae-Gon Jeon ⋅ Eduardo Pérez-Pellitero
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#303
Uncertainty-Aware Diagnostics for Physics-Informed Machine Learning
In Poster Session 5 Pavilion 3
Mara Daniels · Liam Hodgkinson · Michael W Mahoney
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#304
VeriCoT: Neuro-symbolic Chain-of-Thought Validation via Logical Consistency Checks
In Poster Session 5 Pavilion 3
Yu Feng · Nathaniel Weir · Kaj Bostrom · Sam Bayless · Darion Cassel · Sapana Chaudhary · Benjamin Kiesl-Reiter · Huzefa Rangwala
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3216
MEGS^{2}: Memory-Efficient Gaussian Splatting via Spherical Gaussians and Unified Pruning
In Poster Session 5 Pavilion 4
Jiarui Chen · Yikeng Chen · Yingshuang Zou · Ye Huang · Peng Wang · Yuan Liu · YUJING SUN · Wenping Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#305
Resurfacing the Instance-only Dependent Label Noise Model through Loss Correction
In Poster Session 5 Pavilion 3
Mustafa Enes Aydın · Maarten De Vos · Alexander Bertrand
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3217
CAD-Tokenizer: Towards Text-Based CAD Prototyping via Modality-Specific Tokenization
In Poster Session 5 Pavilion 4
Ruiyu Wang · Shizhao Sun · Weijian Ma · Jiang Bian
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3218
StreamSplat: Towards Online Dynamic 3D Reconstruction from Uncalibrated Video Streams
In Poster Session 5 Pavilion 4
Zike Wu · Qi Yan · Xuanyu Yi · Lele Wang · Renjie Liao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#307
Multi-Condition Conformal Selection
In Poster Session 5 Pavilion 3
Qingyang Hao · Wenbo Liao · Bingyi Jing · Hongxin Wei
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3318
DreamCS: Geometry-Aware Text-to-3D Generation with Unpaired 3D Reward Supervision
In Poster Session 5 Pavilion 4
Xiandong Zou · Ruihao Xia · Hongsong Wang · Pan Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#308
OpenApps: Simulating Environment Variations to Measure UI Agent Reliability
In Poster Session 5 Pavilion 3
Karen Ullrich · Jingtong Su · Claudia Shi · Arjun Subramonian · Amir Bar · Ivan Evtimov · Nikolaos Tsilivis · Randall Balestriero · Julia Kempe · Mark Ibrahim
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3317
WinT3R: Window-Based Streaming Reconstruction with Camera Token Pool
In Poster Session 5 Pavilion 4
Zizun Li · Jianjun Zhou · Yifan Wang · Haoyu Guo · Wenzheng Chang · Yang Zhou · Haoyi Zhu · Junyi Chen · Chunhua Shen · Tong He
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3316
FastAvatar: Towards Unified and Fast 3D Avatar Reconstruction with Large Gaussian Reconstruction Transformers
In Poster Session 5 Pavilion 4
Yue Wu · Xuanhong Chen · Yufan Wu · Wen Li · Yuxi Lu · Kairui Feng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#309
Efficient Agent Training for Computer Use
In Poster Session 5 Pavilion 3
Yanheng He · Jiahe Jin · Pengfei Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5312
Conformalized Decision Risk Assessment
In Poster Session 5 Pavilion 4
Wenbin Zhou ⋅ Agni Orfanoudaki ⋅ Shixiang Zhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#310
Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices
In Poster Session 5 Pavilion 3
Nina Herrmann ⋅ Jan Stenkamp ⋅ Benjamin Karic ⋅ Stefan Oehmcke ⋅ Fabian Gieseke
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3315
Densemarks: Learning Canonical Embeddings for Human Heads Images via Point Tracks
In Poster Session 5 Pavilion 4
Dmitrii Pozdeev ⋅ Alexey Artemov ⋅ Ananta R. Bhattarai ⋅ Artem Sevastopolsky
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#311
Not-a-Bandit: Provably No-Regret Drafter Selection in Speculative Decoding for LLMs
In Poster Session 5 Pavilion 3
Hongyi Liu · Jiaji Huang · Zhen Jia · Youngsuk Park · Yu-Xiang Wang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3314
HUMOF: Human Motion Forecasting in Interactive Social Scenes
In Poster Session 5 Pavilion 4
Caiyi Sun · YUJING SUN · Xiao Han · Zemin Yang · Jiawei Liu · xinge zhu · Siu Ming Yiu · Yuexin Ma
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3313
GenFusion: Feed-forward Human Performance Capture via Progressive Canonical Space Updates
In Poster Session 5 Pavilion 4
YoungJoong Kwon · Yao He · Hee Jung Choi · Chen Geng · Zhengmao Liu · Jiajun Wu · Ehsan Adeli
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#312
Revisiting Active Sequential Prediction-Powered Mean Estimation
In Poster Session 5 Pavilion 3
Maria-Eleni Sfyraki · Jun-Kun Wang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3312
Towards Physically Executable 3D Gaussian for Embodied Navigation
In Poster Session 5 Pavilion 4
Bingchen Miao · Rong Wei · Zhiqi Ge · Xiaoquan sun · Shiqi Gao · Jingzhe Zhu · Renhan Wang · Siliang Tang · Jun Xiao · Rui Tang · Juncheng Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#313
Angle K-Means
In Poster Session 5 Pavilion 3
Shenfei Pei ⋅ Ruiyu Huang ⋅ Yiqing Hu ⋅ Zhongqi Lin ⋅ Jiang Xudong ⋅ Zengwei Zheng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#314
Accessible, Realistic, and Fair Evaluation of Positive-Unlabeled Learning Algorithms
In Poster Session 5 Pavilion 3
Wei Wang · Dong-Dong Wu · Ming Li · Jingxiong Zhang · Gang Niu · Masashi Sugiyama
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3311
Distractor-free Generalizable 3D Gaussian Splatting
In Poster Session 5 Pavilion 4
Yanqi Bao · Jing Liao · Jing Huo · Yang Gao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#315
Boosting for Predictive Sufficiency
In Poster Session 5 Pavilion 3
Gowtham Reddy Abbavaram ⋅ Rajeev Verma ⋅ Celia Rubio-Madrigal ⋅ Krikamol Muandet ⋅ Rebekka Burkholz
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3310
Trace Anything: Representing Any Video in 4D via Trajectory Fields
In Poster Session 5 Pavilion 4
Xinhang Liu · Yuxi Xiao · Donny Y. Chen · Jiashi Feng · Yu-Wing Tai · Chi-Keung Tang · Bingyi Kang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3309
Neural Compression of 3D Meshes using Sparse Implicit Representation
In Poster Session 5 Pavilion 4
Jianqiang Wang ⋅ Siyu Ren ⋅ Junhui Hou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#316
Adaptive Conformal Guidance for Learning under Uncertainty
In Poster Session 5 Pavilion 3
Rui Liu · Peng Gao · Yu Shen · Ming Lin · Pratap Tokekar
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#317
MedAraBench: Large-scale Arabic Medical Question Answering Dataset and Benchmark
In Poster Session 5 Pavilion 3
Mouath Abu-Daoud ⋅ Leen Kharouf ⋅ Omar El Hajj ⋅ Dana Samad ⋅ Mariam Al-Omari ⋅ Jihad Mallat ⋅ Khaled Saleh ⋅ Nizar Habash ⋅ Farah Shamout
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3307
ReSplat: Degradation-agnostic Feed-forward Gaussian Splatting via Self-guided Residual Diffusion
In Poster Session 5 Pavilion 4
Youngho Yoon ⋅ Kuk-Jin Yoon
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#318
Bandits with Single-Peaked Preferences and Limited Resources
In Poster Session 5 Pavilion 3
Omer Ben-Porat ⋅ Gur Keinan ⋅ Rotem Torkan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3306
Color3D: Controllable and Consistent 3D Colorization with Personalized Colorizer
In Poster Session 5 Pavilion 4
Yecong Wan · Mingwen Shao · Renlong Wu · Wangmeng Zuo
[ Poster]  [ OpenReview] 
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#319
back arrowGo to TMLR homepage Slicing the Gaussian Mixture Wasserstein Distance
In Poster Session 5 Pavilion 3
Moritz Piening · Robert Beinert
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3305
UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes
In Poster Session 5 Pavilion 4
Mark Eid ⋅ Ana Namburete ⋅ Joao F. Henriques
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#320
BoGrape: Bayesian optimization over graphs with shortest-path encoded
In Poster Session 5 Pavilion 3
Yilin Xie · Shiqiang Zhang · Jixiang Qing · Ruth Misener · Calvin Tsay
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3304
Teaching VLMs to Admit Uncertainty in OCR from Lossy Visual Inputs
In Poster Session 5 Pavilion 4
Shuhao Guan · Moule Lin · Cheng Xu · Jinman Zhao · Derek Greene
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#321
Neural Predictor-Corrector: Solving Homotopy Problems with Reinforcement Learning
In Poster Session 5 Pavilion 3
Jiayao Mai · Bangyan Liao · Zhenjun Zhao · Yingping Zeng · Haoang Li · Javier Civera · Tailin Wu · Yi Zhou · Peidong Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#322
RRNCO: Towards Real-World Routing with Neural Combinatorial Optimization
In Poster Session 5 Pavilion 3
Jiwoo Son · Zhikai Zhao · Federico Berto · Chuanbo Hua · Zhiguang Cao · Changhyun Kwon · Jinkyoo Park
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3303
Revisiting [CLS] and Patch Token Interaction in Vision Transformers
In Poster Session 5 Pavilion 4
Alexis Marouani ⋅ Oriane Siméoni ⋅ Herve Jegou ⋅ Piotr Bojanowski ⋅ Huy Vo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#324
Human-LLM Collaborative Feature Engineering for Tabular Data
In Poster Session 5 Pavilion 3
Zhuoyan Li ⋅ Aditya Bansal ⋅ Jinzhao Li ⋅ Shishuang He ⋅ Zhuoran Lu ⋅ Mutian Zhang ⋅ Qin Liu ⋅ Yiwei Yang ⋅ Swati Jain ⋅ Ming Yin ⋅ Yunyao Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3301
RAR: Reversing Visual Attention Re-Sinking for Unlocking Potential in Multimodal Large Language Models
In Poster Session 5 Pavilion 4
Zhehan Kan · Xin Li · Yanlin Liu · Xiaochen Yang · Xinghua Jiang · Yinsong Liu · Deqiang Jiang · Xing Sun · Qingmin Liao · Wenming Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3401
ChainMPQ: Interleaved Text-Image Reasoning Chains for Mitigating Relation Hallucinations
In Poster Session 5 Pavilion 4
Yike Wu ⋅ Yiwei Wang ⋅ Yujun Cai
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#424
Towards Better Branching Policies: Leveraging the Sequential Nature of Branch-and-Bound Tree
In Poster Session 5 Pavilion 3
Ce Zhang · Bin Zhang · Guoliang Fan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#423
Celo2: Towards Learned Optimization Free Lunch
In Poster Session 5 Pavilion 3
Abhinav Moudgil ⋅ Boris Knyazev ⋅ Eugene Belilovsky
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3402
VL-JEPA: Joint Embedding Predictive Architecture for Vision-language
In Poster Session 5 Pavilion 4
Delong Chen · Mustafa Shukor · Théo Moutakanni · Willy Chung · Lei Yu · Tejaswi Kasarla · Allen Bolourchi · Yann LeCun · Pascale Fung
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#422
AutoEP: LLMs-Driven Automation of Hyperparameter Evolution for Metaheuristic Algorithms
In Poster Session 5 Pavilion 3
Zhenxing Xu · Yizhe Zhang · Weidong Bao · Hao Wang · Ming Chen · Haoran Ye · Wenzheng Jiang · Hui Yan · Ji Wang
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3403
Revisiting Multimodal Positional Encoding in Vision–Language Models
In Poster Session 5 Pavilion 4
Jie Huang · Xuejing Liu · Sibo Song · RuiBing Hou · Hong Chang · Junyang Lin · Shuai Bai
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3404
Towards Text-Mask Consistency in Medical Image Segmentation
In Poster Session 5 Pavilion 4
Jie Gui ⋅ HangTu ⋅ Wen Sha ⋅ Xiuquan Du
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#421
Learning to Adapt: In-Context Learning Beyond Stationarity
In Poster Session 5 Pavilion 3
Zhen Qin ⋅ Jiachen Jiang ⋅ Zhihui Zhu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4505
Strongly Convex Sets in Riemannian Manifolds
In Poster Session 5 Pavilion 4
Damien Scieur ⋅ David Martinez-Rubio ⋅ thomas Kerdreux ⋅ Alexandre d'Aspremont ⋅ Sebastian Pokutta
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#420
Improving Feasibility via Fast Autoencoder-Based Projections
In Poster Session 5 Pavilion 3
Maria Chzhen ⋅ Priya Donti
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3405
Cambrian-S: Towards Spatial Supersensing in Video
In Poster Session 5 Pavilion 4
Shusheng Yang · Jihan YANG · Pinzhi Huang · Ellis Brown · Zihao Yang · Yue Yu · Shengbang Tong · Zihan Zheng · Yifan Xu · Muhan Wang · Rob Fergus · Yann LeCun · Li Fei-Fei · Saining Xie
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3406
SAM 3: Segment Anything with Concepts
In Poster Session 5 Pavilion 4
Nicolas Carion · Laura Gustafson · Yuan-Ting Hu · Shoubhik Debnath · Ronghang Hu · Didac Suris Coll-Vinent · Chaitanya Ryali · Kalyan Vasudev Alwala · Haitham Khedr · Andrew Huang · Jie Lei · Tengyu Ma · Baishan Guo · Arpit Kalla · Markus Marks · Joseph Greer · Meng Wang · Peize Sun · Roman Rädle · Triantafyllos Afouras · Effrosyni Mavroudi · Katherine Xu · Tsung-Han Wu · Yu Zhou · Liliane Momeni · RISHI HAZRA · Shuangrui Ding · Sagar Vaze · Francois Porcher · Feng Li · Siyuan Li · Aishwarya Kamath · Ho Kei Cheng · Piotr Dollar · Nikhila Ravi · Kate Saenko · Pengchuan Zhang · Christoph Feichtenhofer
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#419
Neural Graduated Assignment for Maximum Common Edge Subgraphs
In Poster Session 5 Pavilion 3
Chaolong Ying · Yingqi Ruan · Xuemin Chen · Yaomin Wang · Tianshu Yu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3407
ThinkOmni: Lifting Textual Reasoning to Omni-modal Scenarios via Guidance Decoding
In Poster Session 5 Pavilion 4
Yiran Guan · Sifan Tu · Dingkang Liang · Linghao Zhu · Jianzhong Ju · Zhenbo Luo · Jian Luan · Yuliang Liu · Xiang Bai
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#418
HBO: Hierarchical Balancing Optimization for Fine-Tuning Large Language Models
In Poster Session 5 Pavilion 3
Weixuan Wang ⋅ Minghao Wu ⋅ Barry Haddow ⋅ Alexandra Birch
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3408
Progressive Online Video Understanding with Evidence-Aligned Timing and Transparent Decisions
In Poster Session 5 Pavilion 4
Kecheng Zhang · Zongxin Yang · Mingfei Han · Haihong Hao · Yunzhi Zhuge · Changlin Li · junhan zhao · Zhihui Li · Xiaojun Chang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#417
Pinet: Optimizing hard-constrained neural networks with orthogonal projection layers
In Poster Session 5 Pavilion 3
Panagiotis D. Grontas · Antonio Terpin · Efe Balta · Raffaello D'Andrea · John Lygeros
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3409
FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting
In Poster Session 5 Pavilion 4
Zefeng He · Xiaoye Qu · Yafu Li · Siyuan Huang · Daizong Liu · Yu Cheng
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#416
Convergence of Muon with Newton-Schulz
In Poster Session 5 Pavilion 3
Gyu Yeol Kim ⋅ Min-hwan Oh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1307
ARFlow: Auto-regressive Optical Flow Estimation for Arbitrary-Length Videos via Progressive Next-Frame Forecasting
In Poster Session 5 Pavilion 3
Jiuming Liu ⋅ Mengmeng Liu ⋅ Siting Zhu ⋅ Yunpeng Zhang ⋅ Jiangtao Li ⋅ Michael Yang ⋅ Francesco Nex ⋅ Hao Cheng ⋅ Hesheng Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3410
Thinking as Society: Multi-Social-Agent Self-Distillation for Multimodal Misinformation Detection
In Poster Session 5 Pavilion 4
Yifei Gao · Ning Xu · Wenhui Li · Hongshuo Tian · Lanjun Wang · Anan Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#415
Faster Gradient Methods for Highly-smooth Stochastic Bilevel Optimization
In Poster Session 5 Pavilion 3
Lesi Chen · Junru Li · EL MAHDI CHAYTI · Jingzhao Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3411
Divid: Disentangled Spatial-Temporal Modeling within LLMs for Temporally Grounded Video Understanding
In Poster Session 5 Pavilion 4
Yepeng Tang · Weining Wang · Longteng Guo · Tongtian Yue · Wenxuan Wang · Chunjie Zhang · Jing Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#414
Cautious Weight Decay
In Poster Session 5 Pavilion 3
Lizhang Chen · Jonathan Li · Kaizhao Liang · Baiyu Su · Cong Xie · Chen Liang · Ni Lao · Qiang Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3412
PRISMM-Bench: A Benchmark of Peer-Review Grounded Multimodal Inconsistencies
In Poster Session 5 Pavilion 4
Lukas Selch ⋅ Yufang Hou ⋅ Muhammad Jehanzeb Mirza ⋅ Sivan Doveh ⋅ James R Glass ⋅ Rogerio Feris ⋅ Wei Lin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#413
Sharpness-Aware Minimization in Logit Space Efficiently Enhances Direct Preference Optimization
In Poster Session 5 Pavilion 3
Haocheng Luo · Zehang Deng · Thanh-Toan Do · Mehrtash Harandi · Dinh Phung · Trung Le
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#412
Diffusion-DFL: Decision-focused Diffusion Models for Stochastic Optimization
In Poster Session 5 Pavilion 3
Zihao Zhao ⋅ Christopher Yeh ⋅ Lingkai Kong ⋅ Kai Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3605
Reducing Contextual Stochastic Bilevel Optimization via Structured Function Approximation
In Poster Session 5 Pavilion 4
Maxime Bouscary ⋅ Jiawei Zhang ⋅ Saurabh Amin
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3413
Shuffle-R1: Efficient RL framework for Multimodal Large Language Models via Data-centric Dynamic Shuffle
In Poster Session 5 Pavilion 4
Linghao Zhu · Yiran Guan · Dingkang Liang · Jianzhong Ju · Zhenbo Luo · Bin Qin · Jian Luan · Yuliang Liu · Xiang Bai
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#411
Conformal Robustness Control: A New Strategy for Robust Decision
In Poster Session 5 Pavilion 3
Yang Hu · Jieren Tan · Changliang Zou · Yajie Bao · Haojie Ren
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3414
Event-T2M: Event-level Conditioning for Complex Text-to-Motion Synthesis
In Poster Session 5 Pavilion 4
Seong-Eun Hong ⋅ Jaeyoung Seon ⋅ Juyeong Hwang ⋅ JongHwan Shin ⋅ HyeongYeop Kang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3415
VisJudge-Bench: Aesthetics and Quality Assessment of Visualizations
In Poster Session 5 Pavilion 4
Yupeng Xie ⋅ Zhiyang Zhang ⋅ Yifan Wu ⋅ Sirong Lu ⋅ Jiayi Zhang ⋅ Zhaoyang Yu ⋅ Jinlin Wang ⋅ Sirui Hong ⋅ Bang Liu ⋅ Chenglin Wu ⋅ Yuyu Luo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#410
A Sharp KL Convergence Analysis for Diffusion Models under Minimal Assumptions
In Poster Session 5 Pavilion 3
Nishant Jain · Tong Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3416
V2P-Bench: Evaluating Video-Language Understanding with Visual Prompts for Better Human-Model Interaction
In Poster Session 5 Pavilion 4
Yiming Zhao · Yu Zeng · Yukun Qi · YaoYang Liu · Xikun Bao · Lin Chen · Zehui Chen · Qing Miao · Chenxi Liu · Jie Zhao · Feng Zhao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#409
Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling
In Poster Session 5 Pavilion 3
Matthieu Blanke ⋅ Yongquan Qu ⋅ Sara Shamekh ⋅ Pierre Gentine
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3417
Fine-R1: Make Multi-modal LLMs Excel in Fine-Grained Visual Recognition by Chain-of-Thought Reasoning
In Poster Session 5 Pavilion 4
Hulingxiao He ⋅ Zijun Geng ⋅ Yuxin Peng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#408
Test-time Verification via Optimal Transport: Coverage, ROC, & Sub-optimality
In Poster Session 5 Pavilion 3
Arpan Mukherjee · Marcello Bullo · Debabrota Basu · Deniz Gunduz
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#407
Discount Model Search for Quality Diversity Optimization in High-Dimensional Measure Spaces
In Poster Session 5 Pavilion 3
Bryon Tjanaka · Henry Chen · Matthew Fontaine · Stefanos Nikolaidis
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3418
DAVE: A VLM Vision Encoder for Document Understanding and Web Agents
In Poster Session 5 Pavilion 4
Brandon Huang · Hang Hua · Zhuoran Yu · trevor darrell · Rogerio Feris · Roei Herzig
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#406
Converge Faster, Talk Less: Hessian-Informed Federated Zeroth-Order Optimization
In Poster Session 5 Pavilion 3
Zhe Li · Bicheng Ying · Zidong Liu · Chaosheng Dong · Haibo Yang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#405
Scaling Multi-Task Bayesian Optimization with Large Language Models
In Poster Session 5 Pavilion 3
Yimeng Zeng ⋅ Natalie Maus ⋅ Haydn Jones ⋅ Jeffrey Tao ⋅ Fangping Wan ⋅ Marcelo Der Torossian Torres ⋅ Cesar de la Fuente ⋅ Ryan Marcus ⋅ Osbert Bastani ⋅ Jacob Gardner
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3308
SpareTrain: Fault-Tolerant LLM Training via Low-Cost Dual Modular Redundancy
In Poster Session 5 Pavilion 4
Rihae Park ⋅ Yeonjae Kim ⋅ Seung Lee ⋅ Yeonhong Park ⋅ Jae W. Lee
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3517
Reasoning-Aligned Perception Decoupling for Scalable Multi-modal Reasoning
In Poster Session 5 Pavilion 4
Yunhao Gou · Kai Chen · Zhili Liu · Lanqing HONG · Xin Jin · Zhenguo Li · James Kwok · Yu Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4206
Long-Context Attention Benchmark: From Kernel Efficiency to Distributed Context Parallelism
In Poster Session 5 Pavilion 4
Tao Bu ⋅ Qiangang Wang ⋅ Bowen Zeng ⋅ Hanwen Sun ⋅ Yunpeng Huang ⋅ Chun Cao ⋅ Jingwei Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3516
A Training-Free Framework for Long Video Understanding via Video-Query-Options Similarity
In Poster Session 5 Pavilion 4
Zhirong Wu · Xiaodong Wang · Langling Huang · Teng Xu · Peixi Peng
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#404
FZOO: Fast Zeroth-Order Optimizer for Fine‑Tuning Large Language Models towards Adam‑Scale Speed
In Poster Session 5 Pavilion 3
Sizhe Dang · yangyangGuo · Yanjun Zhao · Xiaodong Zheng · Guang Dai · Ivor Tsang · Haishan Ye
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3515
Spatial Reasoning with Vision-Language Models in Ego-Centric Multi-View Scenes
In Poster Session 5 Pavilion 4
Mohsen Gholami · Ahmad Rezaei · Zhou Weimin · Sitong Mao · Shunbo Zhou · Yong Zhang · Mohammad Akbari
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#403
Task-free Adaptive Meta Black-box Optimization
In Poster Session 5 Pavilion 3
Chao Wang · Licheng Jiao · Lingling Li · Jiaxuan Zhao · Guanchun Wang · Fang Liu · Shuyuan Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3514
MetaCaptioner: Towards Generalist Visual Captioning with Open-source Suites
In Poster Session 5 Pavilion 4
Zhenxin Lei · Zhangwei Gao · Changyao Tian · Erfei Cui · Guanzhou Chen · Danni Yang · Yuchen Duan · Zhaokai Wang · Wenhao Li · Weiyun Wang · Xiangyu Zhao · Jiayi Ji · Yu Qiao · Wenhai Wang · Gen Luo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#402
Riemannian Federated Learning via Averaging Gradient Streams
In Poster Session 5 Pavilion 3
Zhenwei Huang ⋅ Wen Huang ⋅ Pratik Jawanpuria ⋅ Bamdev Mishra
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#401
Developmental Federated Tuning: A Cognitive-Inspired Paradigm for Efficient LLM Adaptation
In Poster Session 5 Pavilion 3
Yebo Wu ⋅ Jingguang Li ⋅ Zhijiang Guo ⋅ Li Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#501
Semantic Parallelism: Redefining Efficient MoE Inference via Model-Data Co-Scheduling
In Poster Session 5 Pavilion 3
Yan Li · Zhenyu Zhang · Zhengang Wang · Pengfei chen · Pengfei Zheng
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3512
ProxyThinker: Test-Time Guidance through Small Visual Reasoners
In Poster Session 5 Pavilion 4
Zilin Xiao ⋅ Jaywon Koo ⋅ Siru Ouyang ⋅ Jefferson Hernandez ⋅ Yu Meng ⋅ Vicente Ordonez
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#502
Decentralized Nonconvex Optimization under Heavy-Tailed Noise: Normalization and Optimal Convergence
In Poster Session 5 Pavilion 3
Shuhua Yu ⋅ Dusan Jakovetic ⋅ Soummya Kar
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3511
Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents
In Poster Session 5 Pavilion 4
Peilin Feng · Zhutao Lv · Junyan Ye · Xiaolei Wang · Xinjie Huo · Jinhua Yu · Wanghan Xu · Wenlong Zhang · LEI BAI · Conghui He · Weijia Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3510
RayI2P: Learning Rays for Image-to-Point Cloud Registration
In Poster Session 5 Pavilion 4
Xinjun Li · Wenfei Yang · Zhixin Cheng · Jiacheng Deng · Fei Wang · Chen Qian · Tianzhu Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#503
Ringleader ASGD: The First Asynchronous SGD with Optimal Time Complexity under Data Heterogeneity
In Poster Session 5 Pavilion 3
Artavazd Maranjyan · Peter Richtarik
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2011
Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking
In Poster Session 5 Pavilion 3
Ali Saheb Pasand ⋅ Elvis Dohmatob
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#905
OmniCVR: A Benchmark for Omni-Composed Video Retrieval with Vision, Audio, and Text
In Poster Session 5 Pavilion 3
Junyang Ji ⋅ Shengjun Zhang ⋅ Da Li ⋅ Yuxiao Luo ⋅ Yan Wang ⋅ Di Xu ⋅ Biao Yang ⋅ Wei Yuan ⋅ Fan Yang ⋅ Zhihai He ⋅ Wenming Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3509
PTNET: A PROPOSAL-CENTRIC TRANSFORMER NET- WORK FOR 3D OBJECT DETECTION
In Poster Session 5 Pavilion 4
Jianping Zhong · Zhaobo Qi · Kaiwen Duan · Xinyan Liu · Beichen Zhang · Weigang Zhang · Qingming Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3508
WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs
In Poster Session 5 Pavilion 4
Jack Hong · Shilin Yan · Jiayin Cai · Xiaolong Jiang · Yao Hu · Weidi Xie
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#505
Scaling Direct Feedback Learning with Jacobian Alignment Guarantees
In Poster Session 5 Pavilion 3
Paul Caillon · Erwan Fagnou · Blaise Delattre · Alexandre Allauzen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#506
COSMOS: A Hybrid Adaptive Optimizer for Efficient Training of Large Language Models
In Poster Session 5 Pavilion 3
Liming Liu · Zhenghao Xu · Zixuan Zhang · Hao Kang · Zichong Li · Chen Liang · Weizhu Chen · Tuo Zhao
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3507
Small Drafts, Big Verdict: Information-Intensive Visual Reasoning via Speculation
In Poster Session 5 Pavilion 4
Yuhan Liu ⋅ Lianhui Qin ⋅ Shenji Wan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3506
CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMs
In Poster Session 5 Pavilion 4
Jiwan Kim ⋅ Kibum Kim ⋅ Sangwoo Seo ⋅ Chanyoung Park
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#507
Robust Training of Neural Networks at Arbitrary Precision and Sparsity
In Poster Session 5 Pavilion 3
Chengxi Ye ⋅ Grace Chu ⋅ Yanfeng Liu ⋅ Yichi Zhang ⋅ Lukasz Lew ⋅ Li Zhang ⋅ Mark Sandler ⋅ Andrew Howard
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#508
Neural Multi-Objective Combinatorial Optimization for Flexible Job Shop Scheduling Problems
In Poster Session 5 Pavilion 3
Igor Smit ⋅ Yaoxin Wu ⋅ Pavel Troubil ⋅ Yingqian Zhang ⋅ Wim P.M. Nuijten
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3505
CircuitSense: A Hierarchical MLLM Benchmark Bridging Visual Comprehension and Symbolic Reasoning in Engineering Design Process
In Poster Session 5 Pavilion 4
Arman Akbari · Jian Gao · Yifei Zou · Mei Yang · Jinru Duan · Dmitrii Torbunov · Yanzhi Wang · Yihui Ren · Xuan Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#509
T-TAMER: Provably Taming Trade-offs in ML Serving
In Poster Session 5 Pavilion 3
Yuanyuan Yang ⋅ Ruimin Zhang ⋅ Jamie Morgenstern ⋅ Haifeng Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3504
Panoptic Pairwise Distortion Graph
In Poster Session 5 Pavilion 4
Muhammad Kamran Janjua ⋅ Abdul Wahab ⋅ Bahador Rashidi
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#510
Redirection for Erasing Memory (REM): Towards a universal unlearning method for corrupted data
In Poster Session 5 Pavilion 3
Stefan Schoepf ⋅ Michael Mozer ⋅ Nicole Mitchell ⋅ Alexandra Brintrup ⋅ Georgios Kaissis ⋅ Peter Kairouz ⋅ Eleni Triantafillou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3503
BioCAP: Exploiting Synthetic Captions Beyond Labels in Biological Foundation Models
In Poster Session 5 Pavilion 4
Ziheng Zhang · Xinyue Ma · Arpita Chowdhury · Elizabeth Campolongo · Matthew Thompson · Net Zhang · Samuel Stevens · Hilmar Lapp · Tanya Berger-Wolf · Yu Su · Wei-Lun Chao · Jianyang Gu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#511
Training Large Language Models To Reason In Parallel With Global Forking Tokens
In Poster Session 5 Pavilion 3
Sheng Jia ⋅ Xiao Wang ⋅ Shiva Kasiviswanathan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3502
EventFlash: Towards Efficient MLLMs for Event-Based Vision
In Poster Session 5 Pavilion 4
Shaoyu Liu · Jianing Li · guanghui zhao · Yunjian Zhang · Wen Jiang · Ming Li · Xiangyang Ji
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#512
Test-Time Scaling with Reflective Generative Model
In Poster Session 5 Pavilion 3
Zixiao Wang · Yuxin Wang · Xiaorui Wang · Mengting Xing · Jie Gao · Jianjun Xu · Guangcan Liu · Chenhui Jin · Zhuo Wang · Shengzhuo zhang · Hongtao Xie
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3501
Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory
In Poster Session 5 Pavilion 4
Lin Long · Yichen He · Wentao Ye · Yiyuan Pan · Yuan Lin · Hang Li · Junbo Zhao · Wei Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3601
PAGE-4D: Disentangled Pose and Geometry Estimation for VGGT-4D Perception
In Poster Session 5 Pavilion 4
Kaichen Zhou · Yuhan Wang · Grace Chen · Gaspard Beaudouin · Fangneng Zhan · Paul Liang · Mengyu Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#513
Splat Regression Models
In Poster Session 5 Pavilion 3
Mara Daniels · Philippe Rigollet
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#514
Deep Latent Variable Model based Vertical Federated Learning with Flexible Alignment and Labeling Scenarios
In Poster Session 5 Pavilion 3
KIHUN HONG ⋅ Sejun Park ⋅ Ganguk Hwang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3602
M$^2$-Miner: Multi-Agent Enhanced MCTS for Mobile GUI Agent Data Mining
In Poster Session 5 Pavilion 4
Rui LYU · Juncheng Mo · Tianyi Chu · Chen Rao · Hongyi Jing · Jiajie Teng · Jiafu Chen · Shiqi Zhang · Liangzi Ding · Shuo Fang · Huaizhong Lin · Ziqiang Dang · Chenguang Ma · Lei Zhao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3603
Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering
In Poster Session 5 Pavilion 4
Jian Lan · Zhicheng Liu · Udo Schlegel · Raoyuan Zhao · Yihong Liu · Hinrich Schuetze · Michael Hedderich · Thomas Seidl
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#515
LongRLVR: Long-Context Reinforcement Learning Requires Verifiable Context Rewards
In Poster Session 5 Pavilion 3
Guanzheng Chen · Michael Qizhe Shieh · Lidong Bing
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3604
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance
In Poster Session 5 Pavilion 4
Shangkun Sun · Ruyang Liu · Haoran Tang · Yixiao Ge · Haibo Lu · Jiankun Yang · Chen Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#516
FS-KAN: Permutation Equivariant Kolmogorov-Arnold Networks via Function Sharing
In Poster Session 5 Pavilion 3
Ran Elbaz · Guy Bar-Shalom · Yam Eitan · Fabrizio Frasca · Haggai Maron
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3013
Perception-R1: Advancing Multimodal Reasoning Capabilities of MLLMs via Visual Perception Reward
In Poster Session 5 Pavilion 4
Tong Xiao ⋅ Xin Xu ⋅ Zhenya Huang ⋅ Hongyu Gao ⋅ Quan Liu ⋅ Qi Liu ⋅ Enhong Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#517
C-Voting: Confidence-Based Test-Time Voting without Explicit Energy Functions
In Poster Session 5 Pavilion 3
Kenji Kubo · Shunsuke Kamiya · Masanori Koyama · Kohei Hayashi · Yusuke Iwasawa · Yutaka Matsuo
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3606
VTool-R1: VLMs Learn to Think with Images via Reinforcement Learning on Multimodal Tool Use
In Poster Session 5 Pavilion 4
Mingyuan Wu ⋅ Jingcheng Yang ⋅ Jize Jiang ⋅ Meitang Li ⋅ Kaizhuo Yan ⋅ Hanchao Yu ⋅ Minjia Zhang ⋅ ChengXiang Zhai ⋅ Klara Nahrstedt
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3607
3D Aware Region Prompted Vision Language Model
In Poster Session 5 Pavilion 4
An-Chieh Cheng · Yang Fu · Yukang Chen · Zhijian Liu · Xiaolong Li · Subhashree Radhakrishnan · Song Han · Yao Lu · Jan Kautz · Pavlo Molchanov · Hongxu Yin · Xiaolong Wang · Sifei Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#519
Breaking the Correlation Plateau: On the Optimization and Capacity Limits of Attention-Based Regressors
In Poster Session 5 Pavilion 3
Jingquan Yan · Yuwei Miao · Peiran Yu · Junzhou Huang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#520
Disentangling Length Bias in Preference Learning via Response-Conditioned Modeling
In Poster Session 5 Pavilion 3
Jianfeng Cai · Jinhua Zhu · Ruopei Sun · Yue Wang · Li Li · Wengang Zhou · Houqiang Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3608
Talking Points: Describing and Localizing Pixels
In Poster Session 5 Pavilion 4
Matan Rusanovsky ⋅ Shimon Malnick ⋅ Shai Avidan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3609
Tell me Habibi, is it Real or Fake?
In Poster Session 5 Pavilion 4
Kartik Kuckreja · Parul Gupta · Injy Hamed · Thamar Solorio · Muhammad Haris Khan · Abhinav Dhall
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#522
Poly-attention: a general scheme for higher-order self-attention
In Poster Session 5 Pavilion 3
Sayak Chakrabarti · Toniann Pitassi · Josh Alman
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3610
OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
In Poster Session 5 Pavilion 4
Hanrong Ye · Chao-Han Huck Yang · Arushi Goel · Wei Huang · Zhen Wan · Jinchuan Tian · An-Chieh Cheng · Ligeng Zhu · Yuanhang Su · Yuming Lou · Yong-Xiang Lin · Dong Yang · Sreyan Ghosh · Zhijian Liu · Yukang Chen · Ehsan Jahangiri · Ambrish Dantrey · Daguang Xu · Ehsan Hosseini-Asl · Seyed Danial Mohseni Taheri · Vidya Nariyambut Murali · Sifei Liu · Yao Lu · Oluwatobi Olabiyi · Yu-Chiang Frank Wang · Rafael Valle · Bryan Catanzaro · Andrew Tao · Song Han · Jan Kautz · Hongxu Yin · Pavlo Molchanov
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3302
Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors
In Poster Session 5 Pavilion 4
Guangyao Zhai ⋅ Yue Zhou ⋅ Xinyan Deng ⋅ Lars Heckler-Kram ⋅ Nassir Navab ⋅ Benjamin Busam
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#523
What Layers When: Learning to Skip Compute in LLMs with Residual Gates
In Poster Session 5 Pavilion 3
Filipe Laitenberger · Dawid Kopiczko · Cees G Snoek · Yuki Asano
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3611
LLaVA-FA: Learning Fourier Approximation for Compressing Large Multimodal Models
In Poster Session 5 Pavilion 4
Pengcheng Zheng ⋅ Chaoning Zhang ⋅ Jiarong Mo ⋅ Guohui Li ⋅ Jiaquan Zhang ⋅ Jiahao Zhang ⋅ Sihan Cao ⋅ Sheng Zheng ⋅ Caiyan Qin ⋅ Guoqing Wang ⋅ Yang Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#524
Samples Are Not Equal: A Sample Selection Approach for Deep Clustering
In Poster Session 5 Pavilion 3
Zhengxing Jiao · Yaxin Hou · Jun Ma · Yuhang Li · Ding Ding · Yuheng Jia · Hui LIU · Junhui Hou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3612
Catching the Details: Self-Distilled RoI Predictors for Fine-Grained MLLM Perception
In Poster Session 5 Pavilion 4
Yuheng Shi · Xiaohuan Pei · Minjing Dong · Chang Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3613
Nüwa: Mending the Spatial Integrity Torn by VLM Token Pruning
In Poster Session 5 Pavilion 4
Yihong Huang · Fei Ma · Yihua Shao · Jingcai Guo · Zitong YU · Laizhong Cui · Qi Tian
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#525
CLIP-FMoE: Scalable CLIP via Fused Mixture-of-Experts with Enforced Specialization
In Poster Session 5 Pavilion 3
Luong Tran · Lan-Cuong Nguyen · Huynh Dang Nguyen · Nguyen Cong Dat · Dung D. Le · Van Nguyen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3614
Lightweight Spatio-Temporal Modeling via Temporally Shifted Distillation for Real-Time Accident Anticipation
In Poster Session 5 Pavilion 4
Patrik Patera · Yie-Tarng Chen · Wen-Hsien Fang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#526
UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning
In Poster Session 5 Pavilion 3
Zihao Huang · Yu Bao · Qiyang Min · Siyan Chen · Ran Guo · Hongzhi Huang · Defa Zhu · Banggu Wu · Yutao Zeng · zhou Xun · Siyuan Qiao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3615
NePTune: A Neuro-Pythonic Framework for Tunable Compositional Reasoning on Vision-Language
In Poster Session 5 Pavilion 4
Danial Kamali ⋅ Parisa Kordjamshidi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#626
Enhancing Multivariate Time Series Forecasting with Global Temporal Retrieval
In Poster Session 5 Pavilion 3
Fanpu Cao · Lu Dai · Jindong Han · Hui Xiong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3616
Plug, Play, and Fortify: A Low-Cost Module for Robust Multimodal Image Understanding Models
In Poster Session 5 Pavilion 4
Siqi Lu · Wanying XU · Yongbin Zheng · Wenting Luan · Peng Sun · Jianhang Yao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#625
The Lattice Geometry of Neural Network Quantization: A Short Equivalence Proof of GPTQ and Babai's Algorithm
In Poster Session 5 Pavilion 3
Johann Birnick
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3617
Language-guided Open-world Video Anomaly Detection under Weak Supervision
In Poster Session 5 Pavilion 4
Zihao Liu · Xiaoyu Wu · Jianqin Wu · Xuxu Wang · Linlin Yang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#624
Let's (not) just put things in Context: Test-time Training for Long-context LLMs
In Poster Session 5 Pavilion 3
Rachit Bansal · Aston Zhang · Rishabh Tiwari · Lovish Madaan · Venkata Sai Surya Subramanyam Duvvuri · Devvrit Khatri · David Brandfonbrener · David Alvarez-Melis · Prajjwal Bhargava · Mihir Kale · Samy Jelassi
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3618
RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding
In Poster Session 5 Pavilion 4
Jiaang Li · Yifei Yuan · Wenyan Li · Mohammad Aliannejadi · Daniel Hershcovich · Anders Søgaard · Ivan Vulić · Wenxuan Zhang · Paul Liang · Yang Deng · Serge Belongie
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#623
Massive Editing for Large Language Models Based on Dynamic Weight Generation
In Poster Session 5 Pavilion 3
Wentao Wan ⋅ Qiqing Lao ⋅ Zhiwei Xie ⋅ Hefeng Wu ⋅ Runnan Lin ⋅ Liang Lin ⋅ Keze Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#518
Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database
In Poster Session 5 Pavilion 3
Weizhi Fei · Hao Shi · Jing Xu · Jingchen Peng · Jiazheng Li · Jingzhao Zhang · Bo Bai · Wei Han · zy chen · Xueyan Niu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3718
Human-MME: A Holistic Evaluation Benchmark for Human-Centric Multimodal Large Language Models
In Poster Session 5 Pavilion 4
Yuansen Liu ⋅ Haiming Tang ⋅ Jinlong Peng ⋅ Jiangning Zhang ⋅ Xiaozhong Ji ⋅ Qingdong He ⋅ Donghao Luo ⋅ Zhenye Gan ⋅ Junwei Zhu ⋅ Yunhang Shen ⋅ Chaoyou Fu ⋅ Chengjie Wang ⋅ Xiaobin Hu ⋅ Shuicheng YAN
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#622
Uni-DPO: A Unified Paradigm for Dynamic Preference Optimization of LLMs
In Poster Session 5 Pavilion 3
Shangpin Peng · Weinong Wang · Zhuotao Tian · Senqiao Yang · Xing W · Haotian Xu · Chengquan Zhang · Takashi Isobe · Baotian Hu · Min Zhang
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#621
TokenSeek: Memory Efficient Fine Tuning via Instance-Aware Token Ditching
In Poster Session 5 Pavilion 3
Runjia Zeng ⋅ Qifan Wang ⋅ Qiang Guan ⋅ Ruixiang Tang ⋅ Lifu Huang ⋅ Zhenting Wang ⋅ Xueling Zhang ⋅ Cheng Han ⋅ Dongfang Liu
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3717
Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models
In Poster Session 5 Pavilion 4
Yu Zeng · Wenxuan Huang · Shiting Huang · Xikun Bao · Yukun Qi · Yiming Zhao · Qiuchen Wang · Lin Chen · Zehui Chen · Huaian Chen · Wanli Ouyang · Feng Zhao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3716
ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping
In Poster Session 5 Pavilion 4
Shuang Chen · Hangyu Guo · Yimeng Ye · Shijue Huang · Wenbo Hu · Jiayu Chen · Manyuan Zhang · Haoxi Li · Song Guo · Nanyun (Violet) Peng
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#620
Textual Equilibrium Propagation for Deep Compound AI Systems
In Poster Session 5 Pavilion 3
Minghui Chen ⋅ Wenlong Deng ⋅ James Y Zou ⋅ Han Yu ⋅ Xiaoxiao Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2002
Attention Sinks and Compression Valleys in LLMs are Two Sides of the Same Coin
In Poster Session 5 Pavilion 3
Enrique Queipo-de-Llano ⋅ Alvaro Arroyo ⋅ Federico Barbero ⋅ Xiaowen Dong ⋅ Michael Bronstein ⋅ Yann LeCun ⋅ Ravid Shwartz-Ziv
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#619
Dr.LLM: Dynamic Layer Routing in LLMs
In Poster Session 5 Pavilion 3
Ahmed Heakl ⋅ Martin Gubri ⋅ Salman Khan ⋅ Sangdoo Yun ⋅ Seong Joon Oh
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3715
VideoAnchor: Reinforcing Subspace-Structured Visual Cues for Coherent Visual-Spatial Reasoning
In Poster Session 5 Pavilion 4
Zhaozhi Wang · Tong Zhang · Mingyue Guo · Yaowei Wang · Qixiang Ye
[ Slides]  [ OpenReview] 
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3714
Where’s the Chicken? Unpacking Spatial Awareness in Vision-Language Models
In Poster Session 5 Pavilion 4
Jiyoon Pyo ⋅ Yao-Yi Chiang
[ Poster]  [ OpenReview] 
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#618
dLLM - Rethinking Generation Beyond Autoregressive Models
In Poster Session 5 Pavilion 3
Suhas Pai ⋅ Xiaojun Ren
[ OpenReview] 
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3713
MobileCLIP2: Improving Multi-Modal Reinforced Training
In Poster Session 5 Pavilion 4
Fartash Faghri · Pavan Kumar Anasosalu Vasu · Cem Koc · Vaishaal Shankar · Alexander T Toshev · Oncel Tuzel · Hadi Pouransari
[ Poster] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#617
Towards Improved Sentence Representations using Token Graphs
In Poster Session 5 Pavilion 3
Krishna Sri Ipsit Mantri ⋅ Carola-Bibiane Schönlieb ⋅ Zorah Lähner ⋅ Moshe Eliasof
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#616
In Context Semi-Supervised Learning
In Poster Session 5 Pavilion 3
Jiashuo Fan · Paul Rosu · Aaron Wang · Lawrence Carin · Xiang Cheng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3712
PartSAM: A Scalable Promptable Part Segmentation Model Trained on Native 3D Data
In Poster Session 5 Pavilion 4
Zhe Zhu · Le Wan · Rui Xu · Yiheng Zhang · Honghua Chen · Zhiyang Dou · Cheng Lin · Yuan Liu · Mingqiang Wei
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3711
Object-Centric Refinement for Enhanced Zero-Shot Segmentation
In Poster Session 5 Pavilion 4
Srinivasa Rao Nandam ⋅ Sara Atito ⋅ Zhenhua Feng ⋅ Josef Kittler ⋅ Muhammad Awais
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#615
Not All Bits Are Equal: Scale-Dependent Memory Optimization Strategies for Reasoning Models
In Poster Session 5 Pavilion 3
Junhyuck Kim · Ethan Ewer · Taehong Moon · Jongho Park · Dimitris Papailiopoulos
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3710
Adaptive Augmentation-Aware Latent Learning for Robust LiDAR Semantic Segmentation
In Poster Session 5 Pavilion 4
Wangkai Li ⋅ Zhaoyang Li ⋅ Yuwen Pan ⋅ Rui Sun ⋅ Yujia Chen ⋅ Tianzhu Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#614
Local Linear Attention: An Optimal Interpolation of Linear and Softmax Attention For Test-Time Regression
In Poster Session 5 Pavilion 3
Yifei Zuo · Yutong Yin · Zhichen Zeng · Ang Li · Banghua Zhu · Zhaoran Wang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3709
Rethinking Model Calibration through Spectral Entropy Regularization in Medical Image Segmentation
In Poster Session 5 Pavilion 4
Kun Cheng · Yukun Zhang · William Nailon · Tonggang Zhao
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#613
RACE Attention: A Strictly Linear-Time Attention for Long-Sequence Training
In Poster Session 5 Pavilion 3
Sahil Joshi ⋅ Agniva Chowdhury ⋅ Amar Kanakamedala ⋅ Ekam Singh ⋅ Evan Tu ⋅ Anshumali Shrivastava
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#612
Hyper-SET: Designing Transformers via Hyperspherical Energy Minimization
In Poster Session 5 Pavilion 3
Yunzhe Hu ⋅ Difan Zou ⋅ Dong Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3708
GOOD: Geometry-guided Out-of-Distribution Modeling for Open-set Test-time Adaptation in Point Cloud Semantic Segmentation
In Poster Session 5 Pavilion 4
Tianpei Zou · Guo Yu · Ya Wu · Fan Lu · Eric Zhongcong Xu · Zhang Bo · Ziqiao Wang · Sanqing Qu · Guang Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3707
ASMIL: Attention-Stabilized Multiple Instance Learning for Whole-Slide Imaging
In Poster Session 5 Pavilion 4
Linfeng Ye ⋅ Shayan Mohajer Hamidi ⋅ Zhixiang Chi ⋅ Prof. Guang Li ⋅ Mert Pilanci ⋅ Takahiro Ogawa ⋅ Miki Haseyama ⋅ Konstantinos Plataniotis
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#611
Draft-based Approximate Inference for LLMs
In Poster Session 5 Pavilion 3
Kevin Galim ⋅ Ethan Ewer ⋅ Wonjun Kang ⋅ Minjae Lee ⋅ Hyung Koo ⋅ Kangwook Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3706
NatADiff: Adversarial Boundary Guidance for Natural Adversarial Diffusion
In Poster Session 5 Pavilion 4
Max Collins ⋅ Jordan Vice ⋅ Tim French ⋅ Ajmal Mian
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#610
Learning of Population Dynamics: Inverse Optimization Meets JKO Scheme
In Poster Session 5 Pavilion 3
Mikhail Persiianov ⋅ Jiawei Chen ⋅ Petr Mokrov ⋅ Alexander Tyurin ⋅ Evgeny Burnaev ⋅ Aleksandr Korotin
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#609
Logit‑KL Flow Matching: Non‑Autoregressive Text Generation via Sampling‑Hybrid Inference
In Poster Session 5 Pavilion 3
Egor Sevriugov ⋅ Nikita Dragunov ⋅ Anton Razzhigaev ⋅ Andrey Kuznetsov ⋅ Ivan Oseledets
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3705
Noisy-Pair Robust Representation Alignment for Positive-Unlabeled Learning
In Poster Session 5 Pavilion 4
Hengwei Zhao ⋅ Zhengzhong Tu ⋅ Zhuo Zheng ⋅ Wei Wang ⋅ Junjue Wang ⋅ Rusty Feagin ⋅ Wenzhe Jiao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#608
The Spacetime of Diffusion Models: An Information Geometry Perspective
In Poster Session 5 Pavilion 3
Rafał Karczewski · Markus Heinonen · Alison Pouplin · Søren Hauberg · Vikas Garg
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3704
StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning
In Poster Session 5 Pavilion 4
Huaijie Wang · De Cheng · Guozhang Li · Zhipeng Xu · Lingfeng He · Jie Li · Nannan Wang · Xinbo Gao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#607
Discrete Bayesian Sample Inference for Graph Generation
In Poster Session 5 Pavilion 3
Ole Petersen · Marcel Kollovieh · Marten Lienen · Stephan Günnemann
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3703
PSP: Prompt-Guided Self-Training Sampling Policy for Active Prompt Learning
In Poster Session 5 Pavilion 4
Sen Tao · Kaiduo Feng · Jiawei Liu · Peng Zeng · Yongchao Xu · Yufei Zheng · Zheng-Jun Zha
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3702
EnvSocial-Diff: A Diffusion-Based Crowd Simulation Model with Environmental Conditioning and Individual-Group Interaction
In Poster Session 5 Pavilion 4
Bingxue Zhao ⋅ Qi Zhang ⋅ Hui Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#606
TEDM: Time Series Forecasting with Elucidated Diffusion Models
In Poster Session 5 Pavilion 3
Edgardo Solano Carrillo ⋅ Sreerag Vadakkemeppully Naveenachandran ⋅ Julia Niebling
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#605
Is the Reversal Curse a Binding Problem? Uncovering Limitations of Transformers from a Basic Generalization Failure
In Poster Session 5 Pavilion 3
Boshi Wang · Huan Sun
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3701
GaitSnippet: Gait Recognition Beyond Unordered Sets and Ordered Sequences
In Poster Session 5 Pavilion 4
Saihui Hou · Chenye Wang · Wenpeng Lang · Zhengxiang Lan · Yongzhen Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#604
What Exactly Does Guidance Do in Masked Discrete Diffusion Models
In Poster Session 5 Pavilion 3
Ye He · Kevin Rojas · Molei Tao
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3801
Low-Latency Neural LiDAR Compression with 2D Context Models
In Poster Session 5 Pavilion 4
Rui Song · Yan Wang · Tongda Xu · Zhening Liu · Zehong Lin · Jun Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3802
Distributional Consistency Loss: Beyond Pointwise Data Terms in Inverse Problems
In Poster Session 5 Pavilion 4
George Webber ⋅ Andrew Reader
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#603
Evidence for Limited Metacognition in LLMs
In Poster Session 5 Pavilion 3
Christopher Ackerman
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#602
DeepWeightFlow: Re-Basined Flow Matching for Generating Neural Network Weights
In Poster Session 5 Pavilion 3
Saumya Gupta ⋅ Scott Biggs ⋅ Moritz Laber ⋅ Zohair Shafi ⋅ Robin Walters ⋅ Ayan Paul
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3803
Maximizing Asynchronicity in Event-based Neural Networks
In Poster Session 5 Pavilion 4
Haiqing Hao ⋅ Nikola Zubic ⋅ Weihua He ⋅ Zhipeng Sui ⋅ Davide Scaramuzza ⋅ Wenhui Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3804
Text-Aware Image Restoration with Diffusion Models
In Poster Session 5 Pavilion 4
Jaewon Min · Jin Kim · Paul Cho · Jaeeun Lee · Jihye Park · Park Kyu · Sangpil Kim · Hyunhee Park · Seungryong Kim
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#601
Making Slow Thinking Faster: Compressing LLM Chain-of-Thought via Step Entropy
In Poster Session 5 Pavilion 3
Zeju LI · Jianyuan Zhong · Ziyang Zheng · Xiangyu Wen · Zhijian Xu · Yingying Cheng · Fan Zhang · Qiang Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#701
COLD-Steer: Steering Large Language Models via In-Context One-step Learning Dynamics
In Poster Session 5 Pavilion 3
Kartik Sharma ⋅ Rakshit Trivedi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3805
Designing Affine-Invariant Neural Networks for Photometric Corruption Robustness and Generalization
In Poster Session 5 Pavilion 4
Mounir Messaoudi ⋅ Quentin Rapilly ⋅ Sébastien Herbreteau ⋅ Anaïs Badoual ⋅ Charles Kervrann
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#702
KV Cache Transform Coding for Compact Storage in LLM Inference
In Poster Session 5 Pavilion 3
Konrad Staniszewski ⋅ Adrian Lancucki
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3806
ForestPersons: A Large-Scale Dataset for Under-Canopy Missing Person Detection
In Poster Session 5 Pavilion 4
Deokyun Kim ⋅ Jeongjun Lee ⋅ Jungwon Choi ⋅ Jonggeon Park ⋅ Giyoung Lee ⋅ Yookyung Kim ⋅ Myungseok Ki ⋅ Juho Lee ⋅ Jihun Cha
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#703
FROST: Filtering Reasoning Outliers with Attention for Efficient Reasoning
In Poster Session 5 Pavilion 3
Haozheng Luo ⋅ Zhuolin Jiang ⋅ Md Zahid Hasan ⋅ Yan Chen ⋅ Soumalya Sarkar
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3807
Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction
In Poster Session 5 Pavilion 4
Simon Giebenhain ⋅ Tobias Kirschstein ⋅ Martin Rünz ⋅ Lourdes Agapito ⋅ Matthias Niessner
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3808
SceneStreamer: Continuous Scenario Generation as Next Token Group Prediction
In Poster Session 5 Pavilion 4
Zhenghao Peng ⋅ Yuxin Liu ⋅ Bolei Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#704
InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning
In Poster Session 5 Pavilion 3
Matthew Yang · Hao Bai · Ian Wu · Gene Yang · Amrith Setlur · Aviral Kumar
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3809
Exploring Real-Time Super-Resolution: Benchmarking and Fine-Tuning for Streaming Content
In Poster Session 5 Pavilion 4
Evgeney Bogatyrev ⋅ Khaled Abud ⋅ Ivan Molodetskikh ⋅ Nikita Alutis ⋅ Dmitriy Vatolin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#705
EAMET: ROBUST MASSIVE MODEL EDITING VIA EMBEDDING ALIGNMENT OPTIMIZATION
In Poster Session 5 Pavilion 3
Yanbo Dai · Zhenlan Ji · Zongjie Li · Shuai Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3810
Learning Domain-Aware Task Prompt Representations for Multi-Domain All-in-One Image Restoration
In Poster Session 5 Pavilion 4
Guanglu Dong · Chunlei Li · Chao Ren · Jingliang Hu · Yilei Shi · Xiaoxiang Zhu · Lichao Mou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#706
Flow-based Conformal Prediction for Multi-dimensional Time Series
In Poster Session 5 Pavilion 3
Junghwan Lee · Chen Xu · Yao Xie
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#707
On the Interpolation Effect of Score Smoothing in Diffusion Models
In Poster Session 5 Pavilion 3
Zhengdao Chen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3811
Quartet of Diffusions: Structure-Aware Point Cloud Generation through Part and Symmetry Guidance
In Poster Session 5 Pavilion 4
Chenliang Zhou · Fangcheng Zhong · Weihao Xia · Albert Miao · Canberk Baykal · Cengiz Oztireli
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3812
Energy-oriented Diffusion Bridge for Image Restoration with Foundational Diffusion Models
In Poster Session 5 Pavilion 4
Jinhui Hou · Zhiyu Zhu · Junhui Hou
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#708
Universal Multi-Domain Translation via Diffusion Routers
In Poster Session 5 Pavilion 3
Duc Kieu ⋅ Kien Do ⋅ Tuan Hoang ⋅ Thao Le ⋅ Tung Kieu ⋅ Dang Nguyen ⋅ Thin Nguyen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3813
Seeing What’s Wrong: A Trajectory-Guided Approach to Caption Error Detection
In Poster Session 5 Pavilion 4
Gabriel Afriat ⋅ Ryan Lucas ⋅ Xiang Meng ⋅ Yufang Hou ⋅ Yada Zhu ⋅ Rahul Mazumder
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#709
Structured Flow Autoencoders: Learning Structured Probabilistic Representations with Flow Matching
In Poster Session 5 Pavilion 3
Yidan Xu · Yixin Wang · XuanLong Nguyen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3814
Spherical Watermark: Encryption-Free, Lossless Watermarking for Diffusion Models
In Poster Session 5 Pavilion 4
Xiaoxiao Hu ⋅ Jiaqi Jin ⋅ Sheng Li ⋅ Wanli Peng ⋅ Xinpeng Zhang ⋅ Zhenxing Qian
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#710
Bringing Stability to Diffusion: Decomposing and Reducing Variance of Training Masked Diffusion Models
In Poster Session 5 Pavilion 3
Mengni Jia · Mengyu Zhou · Yihao Liu · xiaoxi jiang · guanjunjiang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3815
Loc$^{2}$: Interpretable Cross-View Localization via Depth-Lifted Local Feature Matching
In Poster Session 5 Pavilion 4
Zimin Xia ⋅ Chenghao Xu ⋅ Alexandre Alahi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#711
Contact Wasserstein Geodesics for Non-Conservative Schrödinger Bridges
In Poster Session 5 Pavilion 3
Andrea Testa · Søren Hauberg · Tamim Asfour · Leonel Rozo
[ Poster]  [ OpenReview] 
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3816
DNOD: Deformable Neural Operators for Object Detection in SAR Images
In Poster Session 5 Pavilion 4
GVS Mothish · J Rishi · Shobhit Kumar Shukla · Deepak Subramani
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#712
There is No VAE: End-to-End Pixel-Space Generative Modeling via Self-Supervised Pre-Training
In Poster Session 5 Pavilion 3
jiachen lei ⋅ Keli Liu ⋅ Julius Berner ⋅ Y HoiM ⋅ Hongkai Zheng ⋅ Jiahong Wu ⋅ Xiangxiang Chu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3817
The Gaussian-Head OFL Family: One-Shot Federated Learning from Client Global Statistics
In Poster Session 5 Pavilion 4
Fabio Turazza ⋅ Marco Picone ⋅ Marco Mamei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#713
Reasoning Scaffolding: Distilling the Flow of Thought from LLMs
In Poster Session 5 Pavilion 3
Xiangyu Wen ⋅ Junhua Huang ⋅ Zeju LI ⋅ Min Li ⋅ Jianyuan Zhong ⋅ Zhijian Xu ⋅ Mingxuan Yuan ⋅ Yongxiang Huang ⋅ Qiang Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#714
Autoregressive-based Progressive Coding for Ultra-Low Bitrate Image Compression
In Poster Session 5 Pavilion 3
Ziyuan Zhang ⋅ Yichong Xia ⋅ Bin Chen ⋅ Tianwei Zhang ⋅ Hao Wang ⋅ Han Qiu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3818
Federated Learning of Quantile Inference under Local Differential Privacy
In Poster Session 5 Pavilion 4
Leheng Cai · Qirui Hu · Shuyuan Wu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#715
Train Once, Answer All: Many Pretraining Experiments for the Cost of One
In Poster Session 5 Pavilion 3
Sebastian Bordt · Martin Pawelczyk
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3918
HiddenEcho: Mitigating Noise Amplification in Differentially Private LLMs with Hidden-State Correction
In Poster Session 5 Pavilion 4
Wenhao Li · Kunhao Li · Lei Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3917
DRAGON: Guard LLM Unlearning in Context via Negative Detection and Reasoning
In Poster Session 5 Pavilion 4
Yaxuan Wang ⋅ Yuhao Liu ⋅ Quan Liu ⋅ Jinlong Pang ⋅ Wei Wei ⋅ Yujia Bao ⋅ Yang Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#716
SAFETY-GUIDED FLOW (SGF): A UNIFIED FRAMEWORK FOR NEGATIVE GUIDANCE IN SAFE GENERATION
In Poster Session 5 Pavilion 3
Mingyu Kim ⋅ Young-Heon Kim ⋅ Mijung Park
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3916
Flattery, Fluff, and Fog: Diagnosing and Mitigating Idiosyncratic Biases in Preference Models
In Poster Session 5 Pavilion 4
Anirudh Bharadwaj · Chaitanya Malaviya · Nitish Joshi · Mark Yatskar
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#717
SpecBranch: Speculative Decoding via Hybrid Drafting and Rollback-Aware Branch Parallelism
In Poster Session 5 Pavilion 3
Yuhao Shen · Junyi Shen · Quan Kong · Tianyu Liu · Yao Lu · Cong Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#718
Dual-Path Condition Alignment for Diffusion Transformers
In Poster Session 5 Pavilion 3
Changhao Peng · Yuqi Ye · Shuangjun Du · Wenxu Gao · Wei Gao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3915
Transferable and Stealthy Adversarial Attacks on Large Vision-Language Models
In Poster Session 5 Pavilion 4
Zhewen Yao ⋅ Yao Zhu ⋅ Shiliang Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3914
Identifying Robust Neural Pathways: Few-Shot Adversarial Mask Tuning for Vision-Language Models
In Poster Session 5 Pavilion 4
Wonjeong Choi · Sejong Ryu · JungMoon Lee · Dong-Jun Han · Jaekyun Moon
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#719
Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains
In Poster Session 5 Pavilion 3
Austin Xu · Xuan-Phi Nguyen · Yilun Zhou · Chien-Sheng Wu · Caiming Xiong · Shafiq Joty
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3913
Revisiting Confidence Calibration for Misclassification Detection in VLMs
In Poster Session 5 Pavilion 4
Jincheng Huang · Jie Xu · Xiaoshuang Shi · Ping Hu · Lei Feng · Xiaofeng Zhu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#720
MoNE: Replacing Redundant Experts with Lightweight Novices for Structured Pruning of MoE
In Poster Session 5 Pavilion 3
Geng Zhang · Han Yuxuan · Yuxuan Lou · Yiqi Zhang · Wangbo Zhao · Yang You
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#721
FlowBind: Efficient Any-to-Any Generation with Bidirectional Flows
In Poster Session 5 Pavilion 3
Yeonwoo Cha ⋅ Semin Kim ⋅ Jinhyeon Kwon ⋅ Seunghoon Hong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3912
Enhancing Trustworthiness of Fine-Tuned LLMs via Regularized Subset Selection
In Poster Session 5 Pavilion 4
Kumar Shubham · Nishant Sharma · Karn Tiwari · Prathosh AP
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3911
TriQDef: Disrupting Semantic and Gradient Alignment to Prevent Adversarial Patch Transferability in Quantized Neural Networks
In Poster Session 5 Pavilion 4
Amira Guesmi ⋅ Bassem Ouni ⋅ Muhammad Shafique
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#722
Semantic Voting: A Self-Evaluation-Free Approach for Efficient LLM Self-Improvement on Unverifiable Open-ended Tasks
In Poster Session 5 Pavilion 3
Chunyang Jiang · Yonggang Zhang · Yiyang Cai · Chi-Min Chan · Yulong Liu · Mingming Chen · Wei Xue · Yike Guo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3910
Fair Conformal Classification via Learning Representation-Based Groups
In Poster Session 5 Pavilion 4
Senrong Xu ⋅ Yanke Zhou ⋅ Yuhao Tan ⋅ Zenan Li ⋅ Yuan Yao ⋅ Taolue Chen ⋅ Feng Xu ⋅ Xiaoxing Ma
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#723
Delay Flow Matching
In Poster Session 5 Pavilion 3
Bolin Zhao · Xiaoyu Zhang · Yuting Dong · Xin Lu · Wei Lin · Qunxi Zhu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3909
Hubble: a Model Suite to Advance the Study of LLM Memorization
In Poster Session 5 Pavilion 4
Johnny Wei · Ameya Godbole · Mohammad Aflah Khan · Ryan Wang · Xiaoyuan Zhu · James Flemings · Nitya Kashyap · Krishna Gummadi · Willie Neiswanger · Robin Jia
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#724
SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion
In Poster Session 5 Pavilion 3
Sedjro Salomon Hotegni ⋅ Sebastian Peitz
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3908
Mechanistic Detection and Mitigation of Hallucination in Large Reasoning Models
In Poster Session 5 Pavilion 4
Zhongxiang Sun · Qipeng Wang · Haoyu Wang · Xiao Zhang · Jun Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#725
Quotient-Space Diffusion Models
In Poster Session 5 Pavilion 3
Yixian Xu · Yusong Wang · Shengjie Luo · Kaiyuan Gao · Tianyu He · Di He · Chang Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3907
Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
In Poster Session 5 Pavilion 4
Xinjie Shen ⋅ Mufei Li ⋅ Pan Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#726
Open Data Synthesis for Deep Research
In Poster Session 5 Pavilion 3
Ziyi Xia · Kun Luo · Hongjin Qian · Siqi Bao · Zheng Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#826
pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation
In Poster Session 5 Pavilion 3
Hansheng Chen · Kai Zhang · Hao Tan · Leonidas Guibas · Gordon Wetzstein · Sai Bi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3906
LiteGuard: Efficient Task-Agnostic Model Fingerprinting with Enhanced Generalization
In Poster Session 5 Pavilion 4
Guang Yang · Ziye Geng · Yihang Chen · Changqing Luo
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3905
PateGAIL++: Utility Optimized Private Trajectory Generation with Imitation Learning
In Poster Session 5 Pavilion 4
Yingjie Ma ⋅ Bijal Bharadva ⋅ Xin Zhang ⋅ Joann Qiongna Chen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#825
Generalised Flow Maps for Few-Step Generative Modelling on Riemannian Manifolds
In Poster Session 5 Pavilion 3
Oscar Davis · Michael Albergo · Nicholas Boffi · Michael Bronstein · Joey Bose
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3904
Ice Cream Doesn’t Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
In Poster Session 5 Pavilion 4
Jin Du · Li Chen · Xun Xian · An Luo · Fangqiao Tian · Ganghua Wang · Charles Doss · Xiaotong Shen · Jie Ding
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#824
Adapting Self-Supervised Representations as a Latent Space for Efficient Generation
In Poster Session 5 Pavilion 3
Ming Gui · Johannes Schusterbauer · Timy Phan · Felix Krause · Joshua Susskind · MIGUEL ANGEL BAUTISTA · Björn Ommer
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#823
Relational Transformer: Toward Zero-Shot Foundation Models for Relational Data
In Poster Session 5 Pavilion 3
Rishabh Ranjan · Valter Hudovernik · Mark Znidar · Charilaos Kanatsoulis · Roshan Upendra · Mahmoud Mohammadi · Joe Meyer · Tom Palczewski · Carlos Guestrin · Jure Leskovec
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3903
JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models
In Poster Session 5 Pavilion 4
Zifan Peng · Yule Liu · Zhen Sun · Mingchen Li · Zeren Luo · Jingyi Zheng · Wenhan Dong · Xinlei He · Xuechao Wang · Yingjie Xue · Shengmin Xu · Xinyi Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#822
Graph homophily booster: Reimagining the role of discrete features in heterophilic graph learning
In Poster Session 5 Pavilion 3
Ruizhong Qiu · Ting-Wei Li · Gaotang Li · Hanghang Tong
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3902
On Fairness of Task Arithmetic: The Role of Task Vectors
In Poster Session 5 Pavilion 4
Laura Gomezjurado Gonzalez ⋅ Hiroki Naganuma ⋅ Kotaro Yoshida ⋅ Takafumi Horie ⋅ Yuji Naraki ⋅ Ryotaro Shimizu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#821
Glance for Context: Learning When to Leverage LLMs for Node-Aware GNN-LLM Fusion
In Poster Session 5 Pavilion 3
Donald Loveland ⋅ Yao-An Yang ⋅ Danai Koutra
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3901
CheckMate! Watermarking Graph Diffusion Models in Polynomial Time
In Poster Session 5 Pavilion 4
Roberto Gheda · Abele Mălan · Robert Birke · Maksim Kitsak · Lydia Chen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4001
Disrupting Hierarchical Reasoning: Adversarial Protection for Geographic Privacy in Multimodal Reasoning Models
In Poster Session 5 Pavilion 4
Jiaming Zhang · CHE WANG · Yang Cao · Longtao Huang · Wei Yang Bryan Lim
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2001
Sysformer: Safeguarding Frozen Large Language Models with Adaptive System Prompts
In Poster Session 5 Pavilion 3
Kartik Sharma ⋅ Yiqiao Jin ⋅ Vineeth Rakesh ⋅ Yingtong Dou ⋅ Menghai Pan ⋅ Mahashweta Das ⋅ Srijan Kumar
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2007
Foresight Diffusion: Improving Sampling Consistency in Predictive Diffusion Models
In Poster Session 5 Pavilion 3
Yu Zhang ⋅ Xingzhuo Guo ⋅ Haoran Xu ⋅ Jialong Wu ⋅ Mingsheng Long
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#820
Efficient Learning on Large Graphs using a Densifying Regularity Lemma
In Poster Session 5 Pavilion 3
Jonathan Kouchly ⋅ Ben Finkelshtein ⋅ Michael Bronstein ⋅ Ron Levie
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#819
On the Expressive Power of GNNs for Boolean Satisfiability
In Poster Session 5 Pavilion 3
Saku Peltonen ⋅ Roger Wattenhofer
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4002
PLAGUE: Plug-and-play framework for Lifelong Adaptive Generation of mUlti-turn jailbrEaks
In Poster Session 5 Pavilion 4
Neeladri Bhuiya · Madhav Aggarwal · Diptanshu Purwar
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4003
Your Language Model Secretly Contains Personality Subnetworks
In Poster Session 5 Pavilion 4
Ruimeng Ye ⋅ Zihan Wang ⋅ Zinan Ling ⋅ Yang Xiao ⋅ Manling Li ⋅ Xiaolong Ma ⋅ Bo Hui
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#818
Learning from Algorithm Feedback: One-Shot SAT Solver Guidance with GNNs
In Poster Session 5 Pavilion 3
Jan Tönshoff · Martin Grohe
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#817
HGNet: Scalable Foundation Model for Automated Knowledge Graph Generation from Scientific Literature
In Poster Session 5 Pavilion 3
Devvrat Joshi ⋅ Islem Rekik
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4004
Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation
In Poster Session 5 Pavilion 4
Sayash Kapoor · Benedikt Stroebl · Peter Kirgis · Nitya Nadgir · Zachary Siegel · Boyi Wei · Tianci Xue · Ziru Chen · Felix Chen · Saiteja Utpala · Franck Ndzomga · Dheeraj Oruganty · Sophie Luskin · Kangheng Liu · Botao Yu · Amit Arora · Dongyoon Hahm · Harsh Trivedi · Huan Sun · Juyong Lee · Tengjun Jin · Yifan Mai · Yifei Zhou · Yuxuan Zhu · Rishi Bommasani · Daniel Kang · Dawn Song · Peter Henderson · Yu Su · Percy Liang · Arvind Narayanan
[ OpenReview] 
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#816
Adversarial Robustness of Graph Transformers
In Poster Session 5 Pavilion 3
Philipp Foth · Lukas Gosch · Simon Geisler · Leo Schwinn · Stephan Günnemann
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4005
Explainable Mixture Models through Differentiable Rule Learning
In Poster Session 5 Pavilion 4
Matthias Wilms ⋅ Sascha Xu ⋅ Jilles Vreeken
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#815
KnowledgeSmith: Uncovering Knowledge Updating in LLMs with Model Editing and Unlearning
In Poster Session 5 Pavilion 3
Yinyi Luo ⋅ Zhexian Zhou ⋅ Hao Chen ⋅ Kai Qiu ⋅ Marios Savvides ⋅ Yixuan Li ⋅ Jindong Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4006
On the Impact of the Utility in Semivalue-based Data Valuation
In Poster Session 5 Pavilion 4
Mélissa Tamine ⋅ Benjamin Heymann ⋅ Maxime Vono ⋅ Patrick Loiseau
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4007
Evaluating SAE interpretability without generating explanations
In Poster Session 5 Pavilion 4
Gonçalo Paulo · Nora Belrose
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#814
Sampling-aware Adversarial Attacks Against Large Language Models
In Poster Session 5 Pavilion 3
Tim Beyer ⋅ Yan Scholten ⋅ Leo Schwinn ⋅ Stephan Günnemann
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#813
WRING Out The Bias: A Rotation-Based Alternative To Projection Debiasing
In Poster Session 5 Pavilion 3
Walter Gerych ⋅ Cassandra Parent ⋅ Quinn Perian ⋅ Rafiya Javed ⋅ Justin Solomon ⋅ Marzyeh Ghassemi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4008
Latent Concept Disentanglement in Transformer-based Language Models
In Poster Session 5 Pavilion 4
Guan Zhe Hong · Bhavya Vasudeva · Vatsal Sharan · Cyrus Rashtchian · Prabhakar Raghavan · Rina Panigrahy
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4009
Hierarchical Concept-based Interpretable Models
In Poster Session 5 Pavilion 4
Oscar Hill ⋅ Mateo Espinosa Zarlenga ⋅ Mateja Jamnik
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#812
CERTIFIED VS. EMPIRICAL ADVERSARIAL ROBUSTNESS VIA HYBRID CONVOLUTIONS WITH ATTENTION STOCHASTICITY
In Poster Session 5 Pavilion 3
Joy Dhar · Song Xia · Manish Pandey · Maryam Haghighat · Azadeh Alavi · Ferdous Sohel · Wenyu Zhang · Nayyar Zaidi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#811
Trapped by simplicity: When Transformers fail to learn from noisy features
In Poster Session 5 Pavilion 3
Evan Peters · Matheus Zambianco · Ando Deng · Devin Blankespoor · Achim Kempf
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4010
Reward Models Inherit Value Biases from Pretraining
In Poster Session 5 Pavilion 4
Brian Christian ⋅ Jessica Thompson ⋅ Elle Michelle Yang ⋅ Vincent Adam ⋅ Hannah Kirk ⋅ Christopher Summerfield ⋅ Tsvetomira Dumbalska
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#810
Why Adversarially Train Diffusion Models?
In Poster Session 5 Pavilion 3
Maria Rosaria Briglia · Mujtaba Mirza · Giuseppe Lisanti · Iacopo Masi
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4011
Learning for Highly Faithful Explainability
In Poster Session 5 Pavilion 4
Yuhan Guo · Lizhong Ding · Shihao Jia · Yanyu Ren · Pengqi Li · Jiarun Fu · Changsheng Li · Ye Yuan · Guoren Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4012
Task Vectors, Learned Not Extracted: Performance Gains and Mechanistic Insights
In Poster Session 5 Pavilion 4
Haolin Yang · Hakaze Cho · Kaize Ding · Naoya Inoue
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#809
TrainRef: Curating Data with Label Distribution and Minimal Reference for Accurate Prediction and Reliable Confidence
In Poster Session 5 Pavilion 3
Murong Ma · Ruofan Liu · Yun Lin · Zhiyong Huang · Jin Song Dong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#808
FERD: Fairness-Enhanced Data-Free Adversarial Robustness Distillation
In Poster Session 5 Pavilion 3
Zhengxiao Li · Liming Lu · Xu Zheng · Si-Yuan Liang · Taric Chen · Yongbin Zhou · Shuchao Pang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4013
PolySHAP: Extending KernelSHAP with Interaction-Informed Polynomial Regression
In Poster Session 5 Pavilion 4
Fabian Fumagalli ⋅ R. Teal Witter ⋅ Christopher Musco
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4014
Neuron-Level Analysis of Cultural Understanding in Large Language Models
In Poster Session 5 Pavilion 4
Taisei Yamamoto ⋅ Ryoma Kumon ⋅ Danushka Bollegala ⋅ Hitomi Yanaka
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#807
AP-OOD: Attention Pooling for Out-of- Distribution Detection
In Poster Session 5 Pavilion 3
Claus Hofmann · Christian Huber · Bernhard Lehner · Daniel Klotz · Sepp Hochreiter · Werner Zellinger
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#806
Toward Safer Diffusion Language Models: Discovery and Mitigation of Priming Vulnerability
In Poster Session 5 Pavilion 3
Shojiro Yamabe ⋅ Jun Sakuma
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4015
Learning to Weight Parameters for Training Data Attribution
In Poster Session 5 Pavilion 4
Shuangqi Li ⋅ Hieu Le ⋅ Jingyi Xu ⋅ Mathieu Salzmann
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#805
Are Deep Speech Denoising Models Robust to Adversarial Noise?
In Poster Session 5 Pavilion 3
Will Schwarzer ⋅ Andrea Fanelli ⋅ Philip Thomas ⋅ Xiaoyu Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4016
Uncovering Conceptual Blindspots in Generative Image Models Using Sparse Autoencoders
In Poster Session 5 Pavilion 4
Maty Bohacek · Thomas Fel · Maneesh Agrawala · Ekdeep Singh Lubana
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4017
Circuit Insights: Towards Interpretability Beyond Activations
In Poster Session 5 Pavilion 4
Elena Golimblevskaia ⋅ Aakriti Jain ⋅ Bruno Puri ⋅ Ammar Elsaid Mohamed Mohamed Ibrahim ⋅ Wojciech Samek ⋅ Sebastian Lapuschkin
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#804
Variational Deep Learning via Implicit Regularization
In Poster Session 5 Pavilion 3
Jonathan Wenger · Beau Coker · Juraj Marusic · John Cunningham
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#803
Concept-based Adversarial Attack: a Probabilistic Perspective
In Poster Session 5 Pavilion 3
Andi Zhang · Xuan Ding · Steven McDonagh · Samuel Kaski
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4018
Steering Evaluation-Aware Language Models To Act Like They Are Deployed
In Poster Session 5 Pavilion 4
Tim Hua ⋅ Andrew Qin ⋅ Samuel Marks ⋅ Neel Nanda
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#802
Fine-Grained Iterative Adversarial Attacks with Limited Computation Budget
In Poster Session 5 Pavilion 3
Zhichao Hou · Weizhi Gao · Xiaorui Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4118
Evaluating Data Influence in Meta Learning
In Poster Session 5 Pavilion 4
Chenyang Ren · Huanyi Xie · Shu Yang · Meng Ding · Dongrui Liu · Lijie Hu · Di Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4117
When Agents “Misremember” Collectively: Exploring the Mandela Effect in LLM-based Multi-Agent Systems
In Poster Session 5 Pavilion 4
Naen Xu ⋅ Hengyu An ⋅ Shuo Shi ⋅ Jinghuai Zhang ⋅ Chunyi Zhou ⋅ Changjiang Li ⋅ Tianyu Du ⋅ Zhihui Fu ⋅ Jun Wang ⋅ Shouling Ji
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#901
Robustify Spiking Neural Networks via Dominant Singular Deflation under Heterogeneous Training Vulnerability
In Poster Session 5 Pavilion 3
Desong Zhang · Jia Hu · Geyong Min
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4116
Explainable LLM Unlearning through Reasoning
In Poster Session 5 Pavilion 4
Junfeng Liao · Qizhou Wang · Shanshan Ye · Xin Yu · Ling Chen · Zhen Fang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4115
THE SELF-RE-WATERMARKING TRAP: FROM EXPLOIT TO RESILIENCE
In Poster Session 5 Pavilion 4
Vithurabiman Senthuran ⋅ Yong Xiang ⋅ Iynkaran Natgunanathan ⋅ Uthayasanker Thayasivam
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#902
Pay Less Attention to Function Words for Free Robustness of Vision-Language Models
In Poster Session 5 Pavilion 3
Qiwei Tian · Chenhao Lin · Zhengyu Zhao · Chao Shen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4114
Bi-directional Bias Attribution: Debiasing Large Language Models without Modifying Prompts
In Poster Session 5 Pavilion 4
Yujie Lin · Kunquan Li · YiXuan Liao · Xiaoxin Chen · Jinsong Su
[ OpenReview] 
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#903
Inverse Scaling in Test-Time Compute
In Poster Session 5 Pavilion 3
Aryo Pradipta Gema · Alexander Hägele · Runjin Chen · Andy Arditi · Jacob Goldman-Wetzler · Kit Fraser-Taliente · Henry Sleight · Linda Petrini · Julian Michael · Beatrice Alex · Pasquale Minervini · Yanda Chen · Joe Benton · Ethan Perez
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#904
Parameterized Hardness of Zonotope Containment and Neural Network Verification
In Poster Session 5 Pavilion 3
Vincent Froese ⋅ Moritz Grillo ⋅ Christoph Hertrich ⋅ Moritz Stargalla
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4113
FaLW: A Forgetting-aware Loss Reweighting for Long-tailed Unlearning
In Poster Session 5 Pavilion 4
Liheng Yu · Zhe Zhao · Yuxuan Wang · Pengkun Wang · Xiaofeng Cao · Binwu Wang · Yang Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4112
Token-level Data Selection for Safe LLM Fine-tuning
In Poster Session 5 Pavilion 4
Yanping Li ⋅ Zhening Liu ⋅ Zijian Li ⋅ Zehong Lin ⋅ Jun Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4111
RESCUE: Retrieval Augmented Secure Code Generation
In Poster Session 5 Pavilion 4
Jiahao Shi · Tianyi Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#906
Intrinsic Entropy of Context Length Scaling in LLMs
In Poster Session 5 Pavilion 3
Jingzhe Shi · Qinwei (Martin) Ma · Hongyi Liu · Hang Zhao · Jenq-Neng Hwang · Lei Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#907
Implicit bias produces neural scaling laws in learning curves, from perceptrons to deep networks
In Poster Session 5 Pavilion 3
Francesco DAmico ⋅ Dario Bocchi ⋅ Matteo Negri
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4110
Align to Misalign: Automatic LLM Jailbreak with Meta-Optimized LLM Judges
In Poster Session 5 Pavilion 4
Hamin Koo ⋅ Minseon Kim ⋅ Jaehyung Kim
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4109
Benchmarking Overton Pluralism in LLMs
In Poster Session 5 Pavilion 4
Elinor Poole-Dayan ⋅ Jiayi Wu ⋅ Taylor Sorensen ⋅ Jiaxin Pei ⋅ Michiel Bakker
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2010
Regulating Internal Alignment Flows for Robust Learning Under Spurious Correlations
In Poster Session 5 Pavilion 3
Rajeev Ranjan Dwivedi ⋅ Mohammedkaif Mohammedrafiq Kalagond ⋅ Niramay Patel ⋅ Vinod Kurmi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#908
What Scales in Cross-Entropy Scaling Law?
In Poster Session 5 Pavilion 3
Junxi Yan ⋅ Zixi Wei ⋅ Qingyao Ai ⋅ Yiqun LIU ⋅ Jingtao Zhan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#909
Risk Phase Transitions in Spiked Regression: Alignment Driven Benign and Catastrophic Overfitting
In Poster Session 5 Pavilion 3
Jiping Li ⋅ Rishi Sonthalia
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4108
Monitoring Decomposition Attacks with Lightweight Sequential Monitors
In Poster Session 5 Pavilion 4
Chen Yueh-Han · Nitish Joshi · Yulin Chen · Maksym Andriushchenko · Rico Angell · He He
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4107
JailbreakLoRA: Your Downloaded LoRA from Sharing Platforms might be Unsafe
In Poster Session 5 Pavilion 4
Fanjunduo Wei · Zhenheng Tang · Rongfei Zeng · Tongliang Liu · Chengqi Zhang · Xiaowen Chu · Bo Han
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#910
Some Neural Networks Inherently Preserve Subspace Clustering Structure
In Poster Session 5 Pavilion 3
Karan Vikyath Veeranna Rupashree · Siddharth Baskar · Daniel L Pimentel-Alarcón
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4106
Spectrum Tuning: Post-Training for Distributional Coverage and In-Context Steerability
In Poster Session 5 Pavilion 4
Taylor Sorensen · Benjamin Newman · Jared Moore · Chan Young Park · Jillian Fisher · Niloofar Mireshghallah · Liwei Jiang · Yejin Choi
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#911
Learning on a Razor’s Edge: Identifiability and Singularity of Polynomial Neural Networks
In Poster Session 5 Pavilion 3
Vahid Shahverdi ⋅ Giovanni Luca Marchetti ⋅ Kathlén Kohn
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#912
Bridging the Gap Between Promise and Performance for Microscaling FP4 Quantization
In Poster Session 5 Pavilion 3
Vage Egiazarian · Roberto Castro · Denis Kuznedelev · Andrei Panferov · Eldar Kurtic · Shubhra Pandit · Alexandre Marques · Mark Kurtz · Saleh Ashkboos · Torsten Hoefler · Dan Alistarh
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4105
Reasoning Boosts Opinion Alignment in LLMs
In Poster Session 5 Pavilion 4
Frédéric Berdoz ⋅ Yann Billeter ⋅ Yann Vonlanthen ⋅ Roger Wattenhofer
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#913
Benchmarking LLM Tool-Use in the Wild
In Poster Session 5 Pavilion 3
Peijie Yu · Wei Liu · Yifan Yang · Jinjian Li · Zelong Zhang · Xiao Feng · feng zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4104
A2ASecBench: A Protocol-Aware Security Benchmark for Agent-to-Agent Multi-Agent Systems
In Poster Session 5 Pavilion 4
Tianhao Li · Chuangxin Chu · Yujia Zheng · Bohan Zhang · Neil Gong · Chaowei Xiao
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#521
On The Surprising Effectiveness of a Single Global Merging in Decentralized Learning
In Poster Session 5 Pavilion 3
Tongtian Zhu ⋅ Tianyu Zhang ⋅ Mingze Wang ⋅ Zhanpeng Zhou ⋅ Can Wang
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4103
Fed-Duet: Dual Expert-Orchestrated Framework for Continual Federated Vision-Language Learning
In Poster Session 5 Pavilion 4
Tao GUO ⋅ Junwei Chen ⋅ Laizhong Cui
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4102
Residual Feature Integration is Sufficient to Prevent Negative Transfer
In Poster Session 5 Pavilion 4
Yichen Xu ⋅ Ryumei Nakada ⋅ Linjun Zhang ⋅ Lexin Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#915
Inductive Reasoning for Temporal Knowledge Graphs with Emerging Entities
In Poster Session 5 Pavilion 3
Ze Zhao ⋅ Yuhui He ⋅ Lyuwen Wu ⋅ Gu Tang ⋅ Bin Lu ⋅ Xiaoying Gan ⋅ Luoyi Fu ⋅ Xinbing Wang ⋅ Chenghu Zhou
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#916
Composer: A Search Framework for Hybrid Neural Architecture Design
In Poster Session 5 Pavilion 3
Bilge Acun ⋅ Prasoon Sinha ⋅ Newsha Ardalani ⋅ Sangmin Bae ⋅ Alicia Golden ⋅ Meghana Madhyastha ⋅ Chien-Yu Lin ⋅ Fei Sun ⋅ Neeraja Yadwadkar ⋅ Carole-Jean Wu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4101
On the Bayes Inconsistency of Disagreement Discrepancy Surrogates
In Poster Session 5 Pavilion 4
Neil Marchant ⋅ Andrew Cullen ⋅ Feng Liu ⋅ Sarah Erfani
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#917
Learning Semi-Structured Sparsity for LLMs via Shared and Context-Aware Hypernetwork
In Poster Session 5 Pavilion 3
Lu Sun ⋅ Jun Sakuma
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2003
Never Saddle for Reparameterized Steepest Descent as Mirror Flow
In Poster Session 5 Pavilion 3
Tom Jacobs ⋅ Chao Zhou ⋅ Rebekka Burkholz
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4201
TangleScore: Tangle-Guided Purge and Imprint for Unstructured Knowledge Editing
In Poster Session 5 Pavilion 4
Hao-Xiang Xu · Ziqi Peng · Jun-Yu Ma · Yuhao Sun · Zhen-Hua Ling · Jia-Chen Gu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#918
FoNE: Precise Single-Token Number Embeddings via Fourier Features
In Poster Session 5 Pavilion 3
Tianyi Zhou · Deqing Fu · Mahdi Soltanolkotabi · Robin Jia · Vatsal Sharan
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4202
Naming to Learn: Class Incremental Learning for Vision-Language Model with Unlabeled Data
In Poster Session 5 Pavilion 4
Qiwei Li · Xiaochen Yang · Jiahuan Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#919
BoRA: Towards More Expressive Low-Rank Adaptation with Block Diversity
In Poster Session 5 Pavilion 3
Shiwei Li · Xiandi Luo · Haozhao Wang · Xing Tang · Ziqiang Cui · Dugang Liu · Yuhua Li · Yichen Li · xiuqiang He · Ruixuan Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4204
General search techniques without common knowledge for imperfect-information games, and application to superhuman Fog of War chess
In Poster Session 5 Pavilion 4
Brian Zhang ⋅ Tuomas Sandholm
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#920
Compositional Generalization from Learned Skills via CoT Training: A Theoretical and Structural Analysis for Reasoning
In Poster Session 5 Pavilion 3
Xinhao Yao ⋅ Ruifeng Ren ⋅ Yun Liao ⋅ Lizhong Ding ⋅ Yong Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#921
Understanding the Learning Phases in Self-Supervised Learning via Critical Periods
In Poster Session 5 Pavilion 3
JangHyeon Lee · Philipe Dias · Yao-Yi Chiang · Dalton Lunga
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4205
Bi-Criteria Metric Distortion
In Poster Session 5 Pavilion 4
Kiarash Banihashem · Diptarka Chakraborty · Shayan Jahan · Iman Gholami · MohammadTaghi Hajiaghayi · Mohammad Mahdavi · Max Springer
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#922
Batch Pruning by Activation Stability
In Poster Session 5 Pavilion 3
Md Mustakin Alam ⋅ Shaker Islam ⋅ Aminul Islam
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4207
Learning-Augmented Moment Estimation on Time-Decay Models
In Poster Session 5 Pavilion 4
Soham Nagawanshi ⋅ Shalini Panthangi ⋅ Chen Wang ⋅ David Woodruff ⋅ Samson Zhou
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#923
Can Language Models Discover Scaling Laws?
In Poster Session 5 Pavilion 3
Haowei Lin · Haotian Ye · Wenzheng Feng · Quzhe Huang · Yujun Li · Hubert Lim · Zhengrui Li · Xiangyu Wang · Jianzhu Ma · Yitao Liang · James Y Zou
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4208
Non-Asymptotic Analysis of (Sticky) Track-and-Stop
In Poster Session 5 Pavilion 4
Riccardo Poiani · Martino Bernasconi · Andrea Celli
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#924
Rejuvenating Cross-Entropy Loss in Knowledge Distillation for Recommender Systems
In Poster Session 5 Pavilion 3
Zhangchi Zhu · Wei Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#925
Beyond Uniformity: Regularizing Implicit Neural Representations through a Lipschitz Lens
In Poster Session 5 Pavilion 3
Julian McGinnis ⋅ Suprosanna Shit ⋅ Florian A. Hölzl ⋅ Paul Friedrich ⋅ Paul Büschl ⋅ Vasiliki Sideri-Lampretsa ⋅ Mark Mühlau ⋅ Philippe Cattin ⋅ Bjoern Menze ⋅ Daniel Rueckert ⋅ Benedikt Wiestler
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4209
Quantum machine learning advantages beyond hardness of evaluation
In Poster Session 5 Pavilion 4
Riccardo Molteni · Simon Marshall · Vedran Dunjko
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4210
Achieving Approximate Symmetry Is Exponentially Easier than Exact Symmetry
In Poster Session 5 Pavilion 4
Behrooz Tahmasebi · Melanie Weber
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#926
On Powerful Ways to Generate: Autoregression, Diffusion, and Beyond
In Poster Session 5 Pavilion 3
Chenxiao Yang · Cai Zhou · David Wipf · Zhiyuan Li
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1026
Train-before-Test Harmonizes Language Model Rankings
In Poster Session 5 Pavilion 3
Guanhua Zhang ⋅ Ricardo Dominguez-Olmedo ⋅ Moritz Hardt
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4211
Dataset Distillation for Memorized Data: Soft Labels can Leak Held-Out Teacher Knowledge
In Poster Session 5 Pavilion 4
Freya Behrens · Lenka Zdeborova
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4212
Toward Practical Equilibrium Propagation: Brain-inspired Recurrent Neural Network with Feedback Regulation and Residual Connections
In Poster Session 5 Pavilion 4
Zhuo Liu ⋅ Tao Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1025
Learn More with Less: Uncertainty Consistency Guided Query Selection for RLVR
In Poster Session 5 Pavilion 3
Hao Yi · Yulan Hu · Xin Li · Sheng Ouyang · Lizhong Ding · Yong Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4213
Subquadratic Algorithms and Hardness for Attention with Any Temperature
In Poster Session 5 Pavilion 4
Shreya Gupta ⋅ Boyang Huang ⋅ Barna Saha ⋅ Yinzhan Xu ⋅ Christopher Ye
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1024
Choices Speak Louder than Questions
In Poster Session 5 Pavilion 3
Gyeongje Cho ⋅ Yeonkyoung So ⋅ Jaejin Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1023
E²LoRA: Efficient and Effective Low-Rank Adaptation with Entropy-Guided Adaptive Sharing
In Poster Session 5 Pavilion 3
Minglei Li · Peng Ye · Jingqi Ye · Haonan He · Tao Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4214
Near-Optimal Sample Complexity Bounds for Constrained Average-Reward MDPs
In Poster Session 5 Pavilion 4
Yukuan Wei · Xudong Li · Lin Yang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4215
Mitigating the Curse of Detail: Scaling Arguments for Feature Learning and Sample Complexity
In Poster Session 5 Pavilion 4
Noa Rubin · Orit Davidovich · Zohar Ringel
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1022
DRIFT: Decompose, Retrieve, Illustrate, then Formalize Theorems
In Poster Session 5 Pavilion 3
Meiru Zhang ⋅ Philipp Borchert ⋅ Milan Gritta ⋅ Gerasimos Lampouras
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1021
Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification
In Poster Session 5 Pavilion 3
Lukas Rauch ⋅ René Heinrich ⋅ Houtan Ghaffari ⋅ Lukas Miklautz ⋅ Ilyass Moummad ⋅ Bernhard Sick ⋅ Christoph Scholz
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4216
Non-Clashing Teaching in Graphs: Algorithms, Complexity, and Bounds
In Poster Session 5 Pavilion 4
Sujoy Bhore · Liana Khazaliya · Fionn Mc Inerney
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4217
Bandit Learning in Matching Markets Robust to Adversarial Corruptions
In Poster Session 5 Pavilion 4
Zheshun Wu · Jinhang Zuo · Zenglin Xu · Fang Kong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5311
Gistify: Codebase-Level Understanding via Runtime Execution
In Poster Session 5 Pavilion 4
Hyunji Lee ⋅ Minseon Kim ⋅ Chinmay Singh ⋅ Matheus Pereira ⋅ Atharv Sonwane ⋅ Isadora White ⋅ Elias Stengel-Eskin ⋅ Mohit Bansal ⋅ Zhengxiang Shi ⋅ Alessandro Sordoni ⋅ Marc-Alexandre Cote ⋅ Eric Yuan ⋅ Lucas Caccia
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1020
Soft Tokens, Hard Truths
In Poster Session 5 Pavilion 3
Natasha Butt · Ariel Kwiatkowski · Ismail Labiad · Julia Kempe · Yann Ollivier
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4218
The Price of Robustness: Stable Classifiers Need Overparameterization
In Poster Session 5 Pavilion 4
Jonas von Berg · Adalbert Fono · Massimiliano Datres · Sohir Maskey · Gitta Kutyniok
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1019
Qronos: Correcting the Past by Shaping the Future... in Post-Training Quantization
In Poster Session 5 Pavilion 3
Shihao Zhang ⋅ Haoyu Zhang ⋅ Ian Colbert ⋅ Rayan Saab
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4318
Sparling: End-to-End Spatial Concept Learning via Extremely Sparse Activations
In Poster Session 5 Pavilion 4
Kavi Gupta ⋅ Osbert Bastani ⋅ Armando Solar-Lezama
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1018
Social Agents: Collective Intelligence Improves LLM Predictions
In Poster Session 5 Pavilion 3
Aanisha Bhattacharyya · Abhilekh Borah · Yaman Singla · Rajiv Ratn Shah · Changyou Chen · Balaji Krishnamurthy
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1017
Relatron: Automating Relational Machine Learning over Relational Databases
In Poster Session 5 Pavilion 3
Zhikai Chen · Han Xie · Jian Zhang · Jiliang Tang · Xiang song · Huzefa Rangwala
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4317
Signal in the Noise: Polysemantic Interference Transfers and Predicts Cross-Model Influence
In Poster Session 5 Pavilion 4
Bofan Gong · Shiyang Lai · James Evans · Dawn Song
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1201
GeoGramBench: Benchmarking the Geometric Program Reasoning in Modern LLMs
In Poster Session 5 Pavilion 3
Shixian Luo ⋅ Zhu zezhou ⋅ Yu Yuan ⋅ Yuncheng Yang ⋅ Lianlei Shan ⋅ Yong Wu
[ Poster]  [ OpenReview] 
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1016
ReFeR: Improving Evaluation and Reasoning through Hierarchy of Models
In Poster Session 5 Pavilion 3
Yaswanth Narsupalli · Abhranil Chandra · Sreevatsa Muppirala · Manish Gupta · Pawan Goyal
[ Poster] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4316
LinguaMap: Which Layers of LLMs Speak Your Language and How to Tune Them?
In Poster Session 5 Pavilion 4
J. Ben Tamo ⋅ Daniel Carlander-Reuterfelt ⋅ Jonathan Rubin ⋅ Oleg Poliannikov ⋅ Dezhi Hong ⋅ Mingxian Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4315
Mapping Semantic & Syntactic Relationships with Geometric Rotation
In Poster Session 5 Pavilion 4
Michael Freenor ⋅ Lauren Alvarez
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1015
PepTri: Tri-Guided All-Atom Diffusion for Peptide Design via Physics, Evolution, and Mutual Information
In Poster Session 5 Pavilion 3
Ngoc-Quang Nguyen · Jaeyoon Jung · Seijung Kim · Sunkyu Kim · Jaewoo Kang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1014
Scaling Laws and Symmetry, Evidence from Neural Force Fields
In Poster Session 5 Pavilion 3
Nhat Khang Ngo ⋅ Siamak Ravanbakhsh
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4314
Bilinear representation mitigates reversal curse and enables consistent model editing
In Poster Session 5 Pavilion 4
Dong-Kyum Kim ⋅ Minsung Kim ⋅ Jea Kwon ⋅ Nakyeong Yang ⋅ Meeyoung Cha
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1013
PoseX: AI Defeats Physics-based Methods on Protein Ligand Cross-Docking
In Poster Session 5 Pavilion 3
Yize Jiang ⋅ Xinze Li ⋅ Yuanyuan Zhang ⋅ Jin Han ⋅ Youjun Xu ⋅ Ayush Pandit ⋅ ZAIXI ZHANG ⋅ Mengdi Wang ⋅ Mengyang Wang ⋅ Chong Liu ⋅ Guang Yang ⋅ Yejin Choi ⋅ Yingzhou Lu ⋅ Wu-Jun Li ⋅ Tianfan Fu ⋅ Fang Wu ⋅ Junhong Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4313
Feature segregation by signed weights in artificial vision systems and biological models
In Poster Session 5 Pavilion 4
Giordano Ramos-Traslosheros ⋅ Carlos Ponce
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1012
SAIR: Enabling Deep Learning for Protein-Ligand Interactions with a Synthetic Structural Dataset
In Poster Session 5 Pavilion 3
Pablo Lemos · Zane Beckwith · Sasaank Bandi · Maarten Van Damme · Jordan Crivelli-Decker · Benjamin Shields · Thomas Merth · Punit Jha · Nicola De Mitri · Tiffany Callahan · AJ Nish · Paul Abruzzo · Romelia Salomon-Ferrer · Martin Ganahl
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4312
The Geometry of Reasoning: Flowing Logics in Representation Space
In Poster Session 5 Pavilion 4
Yufa Zhou · Yixiao Wang · Xunjian Yin · Shuyan Zhou · Anru Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1011
FACET: A Fragment-Aware Conformer Ensemble Transformer
In Poster Session 5 Pavilion 3
Duy Nguyen ⋅ Trung Nguyen ⋅ Hong Ha Le ⋅ Mai Truong ⋅ TrungTin Nguyen ⋅ Nhat Ho ⋅ Khoa Doan ⋅ Duy Duong-Tran ⋅ Li Shen ⋅ Daniel Sonntag ⋅ James Y Zou ⋅ Mathias Niepert ⋅ Hyojin Kim ⋅ Jonathan Allen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4311
Internal Planning in Language Models: Characterizing Horizon and Branch Awareness
In Poster Session 5 Pavilion 4
Muhammed Ustaomeroglu · Baris Askin · Gauri Joshi · Carlee Joe-Wong · Guannan Qu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1420
Tracking Equivalent Mechanistic Interpretations Across Neural Networks
In Poster Session 5 Pavilion 3
Alan Sun ⋅ Mariya Toneva
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1010
Interpolation-Based Conditioning of Flow Matching Models for Bioisosteric Ligand Design
In Poster Session 5 Pavilion 3
Yael Ziv · Martin Buttenschoen · Lukas Scheibelberger · Brian Marsden · Charlotte Deane
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4310
Automated Interpretability Metrics Do Not Distinguish Trained and Random Transformers
In Poster Session 5 Pavilion 4
Thomas Heap · Tim Lawson · Lucy Farnik · Laurence Aitchison
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4309
NIMO: a Nonlinear Interpretable MOdel
In Poster Session 5 Pavilion 4
Shijian Xu · Marcello Negri · Volker Roth
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1009
DCFold: Efficient Protein Structure Generation with Single Forward Pass
In Poster Session 5 Pavilion 3
Zhe Zhang · Yuanning Feng · Yuxuan Song · Keyue Qiu · Hao Zhou · Wei-Ying Ma
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1008
Towards a Transferable Acceleration Method for Density Functional Theory
In Poster Session 5 Pavilion 3
Zhe Liu ⋅ Yuyan Ni ⋅ Zhichen Pu ⋅ Qiming Sun ⋅ Siyuan Liu ⋅ Wen Yan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4308
Unveiling Super Experts in Mixture-of-Experts Large Language Models
In Poster Session 5 Pavilion 4
Zunhai Su · Qingyuan Li · HaoZhang · Weihao Ye · Qibo Xue · Yulei Qian · Ngai Wong · Kehong Yuan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4307
Structural Inference: Interpreting Small Language Models with Susceptibilities
In Poster Session 5 Pavilion 4
Garrett Baker ⋅ George Wang ⋅ Jesse Hoogland ⋅ Vinayak Pathak ⋅ Daniel Murfet
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1007
Verifier-Constrained Flow Expansion for Discovery Beyond the Data
In Poster Session 5 Pavilion 3
Riccardo De Santi · Kimon Protopapas · Ya-Ping Hsieh · Andreas Krause
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4306
A Hidden Semantic Bottleneck in Conditional Embeddings of Diffusion Transformers
In Poster Session 5 Pavilion 4
Trung X. Pham · Kang Zhang · Ji Woo Hong · Chang Yoo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1006
Greater than the Sum of Its Parts: Building Substructure into Protein Encoding Models
In Poster Session 5 Pavilion 3
Robert Calef ⋅ Arthur Liang ⋅ Manolis Kellis ⋅ Marinka Zitnik
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4305
Causal Interpretation of Neural Network Computations with Contribution Decomposition
In Poster Session 5 Pavilion 4
Joshua Melander ⋅ Zaki Alaoui ⋅ Shenghua Liu ⋅ Surya Ganguli ⋅ Stephen Baccus
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1005
Protein Structure Tokenization via Geometric Byte Pair Encoding
In Poster Session 5 Pavilion 3
Michael Sun · Weize Yuan · Gang Liu · Wojciech Matusik · Marinka Zitnik
[ OpenReview] 
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4304
Performative Prediction made practical
In Poster Session 5 Pavilion 4
Javier Sanguino Bautiste ⋅ Thomas Kehrenberg ⋅ Carlos Rosety ⋅ Jose A. Lozano ⋅ Novi Quadrianto
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1004
Efficient Prediction of Large Protein Complexes via Subunit-Guided Hierarchical Refinement
In Poster Session 5 Pavilion 3
Chixiang Lu · Yunhua Zhong · Shikang Liang · XIAOJUAN QI · Haibo Jiang
[ Poster]  [ OpenReview] 
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1003
Evaluating Machine Learned Inter-Atomic Potentials for a Practical Simulation Workflow
In Poster Session 5 Pavilion 3
Richard Strunk ⋅ Karnik Ram ⋅ Daniel Cremers
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4303
Gradient Descent with Large Step Sizes: Chaos and Fractal Convergence Region
In Poster Session 5 Pavilion 4
Shuang Liang ⋅ Guido Montufar
[ Poster]  [ OpenReview] 
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1002
Training Dynamics of Learning 3D-Rotational Equivariance
In Poster Session 5 Pavilion 3
Max W. Shen · Ewa Nowara · Michael Maser · Kyunghyun Cho
[ Poster] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4302
Explaining Grokking and Information Bottleneck through Neural Collapse Emergence
In Poster Session 5 Pavilion 4
Keitaro Sakamoto · Issei Sato
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2013
High Probability Bounds for Non-Convex Stochastic Optimization with Momentum
In Poster Session 5 Pavilion 3
Shaojie Li ⋅ Pengwei Tang ⋅ Bowei Zhu ⋅ Yong Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1001
Zephyrus: An Agentic Framework for Weather Science
In Poster Session 5 Pavilion 3
Sumanth Varambally ⋅ Marshall Fisher ⋅ Jas Thakker ⋅ Yiwei Chen ⋅ Zhirui Xia ⋅ Yasaman Jafari ⋅ Ruijia Niu ⋅ Manas Jain ⋅ Veeramakali Vignesh Manivannan ⋅ Zachary Novack ⋅ Luyu Han ⋅ Srikar Eranky ⋅ Salva Rühling Cachay ⋅ Taylor Berg-Kirkpatrick ⋅ Duncan Watson-Parris ⋅ Yian Ma ⋅ Rose Yu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4301
Towards Efficient Constraint Handling in Neural Solvers for Routing Problems
In Poster Session 5 Pavilion 4
Jieyi Bi · Zhiguang Cao · Jianan Zhou · Wen Song · Yaoxin Wu · Jie Zhang · Yining Ma · Cathy Wu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1101
FlowCast: Advancing Precipitation Nowcasting with Conditional Flow Matching
In Poster Session 5 Pavilion 3
Bernardo Perrone Ribeiro ⋅ Jana Faganeli Pucer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4401
Implicit Bias of Per-sample Adam on Separable Data: Departure from the Full-batch Regime
In Poster Session 5 Pavilion 4
Beomhan Baek ⋅ Minhak Song ⋅ Chulhee Yun
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2005
SigmaDock: Untwisting Molecular Docking with Fragment-Based SE(3) Diffusion
In Poster Session 5 Pavilion 3
Alvaro Prat ⋅ Leo Zhang ⋅ Charlotte Deane ⋅ Yee Whye Teh ⋅ Garrett Morris
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4402
Communication-Efficient Decentralized Optimization via Double-Communication Symmetric ADMM
In Poster Session 5 Pavilion 4
Jinrui Huang ⋅ Xueqin Wang ⋅ Dong Liu ⋅ Jingguo Lan ⋅ Runxiong Wu
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1102
HEIST: A Graph Foundation Model for Spatial Transcriptomics and Proteomics Data
In Poster Session 5 Pavilion 3
Hiren Madhu · João Felipe Rocha · Tinglin Huang · Siddharth Viswanath · Smita Krishnaswamy · Rex Ying
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4403
Minor First, Major Last: A Depth-Induced Implicit Bias of Sharpness-Aware Minimization
In Poster Session 5 Pavilion 4
Chaewon Moon ⋅ Dongkuk Si ⋅ Chulhee Yun
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5306
Risk-Sensitive Agent Compositions
In Poster Session 5 Pavilion 4
Guruprerana Shabadi ⋅ Rajeev Alur
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1103
RIDER: 3D RNA Inverse Design with Reinforcement Learning-Guided Diffusion
In Poster Session 5 Pavilion 3
Tianmeng Hu · Yongzheng Cui · Biao Luo · Ke Li
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4404
Online Black-Box Prompt Optimization with Regret Guarantees under Noisy Feedback
In Poster Session 5 Pavilion 4
Jinjie Fang ⋅ Runwen You ⋅ Wanli Shi ⋅ Wenkang Wang ⋅ Ganyu Wang ⋅ Haozhen Zhang ⋅ Yi Chang ⋅ Bin Gu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1104
CDBridge: A Cross-omics Post-training Bridge Strategy for Context-aware Biological Modeling
In Poster Session 5 Pavilion 3
Chang Yu · Siyuan Li · Zicheng Liu · Jingbo Zhou · Xianglong Guo · Kai Yu · Yuqing Zhou · Ken Li · Zelin Zang · Zhen Lei · Stan Z Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4405
Softmax is not Enough (for Adaptive Conformal Classification)
In Poster Session 5 Pavilion 4
Navid Akhavan Attar ⋅ Hesam Asadollahzadeh ⋅ Ling Luo ⋅ Uwe Aickelin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1105
GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance
In Poster Session 5 Pavilion 3
ZAIXI ZHANG · Zhenghong Zhou · Ruofan Jin · Le Cong · Mengdi Wang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4406
Revisiting Nonstationary Kernel Design for Multi-Output Gaussian Processes
In Poster Session 5 Pavilion 4
Qiaochu Xu · Zi Yang · Ying Li · Michael Minyi Zhang · Pablo Olmos
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1106
CryoLVM: Self-supervised Learning from Cryo-EM Density Maps with Large Vision Models
In Poster Session 5 Pavilion 3
Weining Fu · Kai Shu · Kui Xu · Qiangfeng Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4407
An Optimal Diffusion Approach to Quadratic Rate-Distortion Problems: New Solution and Approximation Methods
In Poster Session 5 Pavilion 4
Dror Freirich ⋅ Nir Weinberger
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1107
CP-Agent: Context‑Aware Multimodal Reasoning for Cellular Morphological Profiling under Chemical Perturbations
In Poster Session 5 Pavilion 3
Yuxin Zhang · Yiyao Li · Ping Ho · Simon See · Zhenqin Wu · Kevin Tsia
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1108
SC-Arena: A Natural Language Benchmark for Single-Cell Reasoning with Knowledge-Augmented Evaluation
In Poster Session 5 Pavilion 3
Jiahao Zhao · Feng Jiang · Shaowei Qin · Zhonghui Zhang · Junhao Liu · Guibing Guo · Hamid Alinejad-Rokny · Min Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4408
Smooth Calibration Error: Uniform Convergence and Functional Gradient Analysis
In Poster Session 5 Pavilion 4
Futoshi Futami ⋅ Atsushi Nitanda
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4409
HOTA: Hamiltonian framework for Optimal Transport Advection
In Poster Session 5 Pavilion 4
Nazar Buzun ⋅ Daniil Shlenskii ⋅ Maksim Bobrin ⋅ Dmitry Dylov
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1109
WFR-FM: Simulation-Free Dynamic Unbalanced Optimal Transport
In Poster Session 5 Pavilion 3
Qiangwei Peng ⋅ Zihan Wang ⋅ Junda Ying ⋅ Yuhao Sun ⋅ Qing Nie ⋅ Lei Zhang ⋅ Tiejun Li ⋅ Peijie Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5304
Conjuring Semantic Similarity
In Poster Session 5 Pavilion 4
Tian Yu Liu ⋅ Stefano Soatto
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1110
TusoAI: Agentic Optimization for Scientific Methods
In Poster Session 5 Pavilion 3
Alistair Turcan · Kexin Huang · Lei Li · Martin J. Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4410
Inference-Time Scaling of Discrete Diffusion Models via Importance Weighting and Optimal Proposal Design
In Poster Session 5 Pavilion 4
Zijing Ou · Chinmay Pani · Yingzhen Li
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1111
Photon: Speedup Volume Understanding with Efficient Multimodal Large Language Models
In Poster Session 5 Pavilion 3
Chengyu Fang · Heng Guo · Zheng Jiang · Chunming He · Xiu Li · Minfeng Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4411
Trained on Tokens, Calibrated on Concepts: The Emergence of Semantic Calibration in LLMs
In Poster Session 5 Pavilion 4
Preetum Nakkiran · Arwen Bradley · Adam Golinski · Eugene Ndiaye · Michael Kirchhof · Sinead Williamson
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1112
Can Large Language Models Match the Conclusions of Systematic Reviews?
In Poster Session 5 Pavilion 3
Christopher Polzak ⋅ Alejandro Lozano ⋅ Min Sun ⋅ James Burgess ⋅ Yuhui Zhang ⋅ Kevin Wu ⋅ Chia-Chun Chiang ⋅ Jeffrey J. Nirschl ⋅ Serena Yeung
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4412
Skill Learning via Policy Diversity Yields Identifiable Representations for Reinforcement Learning
In Poster Session 5 Pavilion 4
Patrik Reizinger · Bálint Mucsányi · Siyuan Guo · Benjamin Eysenbach · Bernhard Schölkopf · Wieland Brendel
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4413
Q-Learning with Fine-Grained Gap-Dependent Regret
In Poster Session 5 Pavilion 4
Haochen Zhang ⋅ Zhong Zheng ⋅ Lingzhou Xue
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1113
Moving Beyond Medical Exams: A Clinician-Annotated Fairness Dataset of Real-World Tasks and Ambiguity in Mental Healthcare
In Poster Session 5 Pavilion 3
Max Lamparth ⋅ Declan Grabb ⋅ Amy Franks ⋅ Scott Gershan ⋅ Kaitlyn Kunstman ⋅ Aaron Lulla ⋅ Monika Roots ⋅ Manu Sharma ⋅ Aryan Shrivastava ⋅ Nina Vasan ⋅ Colleen Waickman
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1114
Random Anchors with Low-rank Decorrelated Learning: A Minimalist Pipeline for Class-Incremental Medical Image Classification
In Poster Session 5 Pavilion 3
Xinyao Wu · Zhe Xu · Raymond Kai-yu Tong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5307
Visual symbolic mechanisms: Emergent symbol processing in Vision Language Models
In Poster Session 5 Pavilion 4
Rim Assouel ⋅ Declan Campbell ⋅ Yoshua Bengio ⋅ Taylor Webb
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4414
Minimax Optimal Adversarial Reinforcement Learning
In Poster Session 5 Pavilion 4
Yudan Wang · Kaiyi Ji · Ming Shi · Shaofeng Zou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4415
Solving General-Utility Markov Decision Processes in the Single-Trial Regime with Online Planning
In Poster Session 5 Pavilion 4
Pedro Santos · Alberto Sardinha · Francisco S. Melo
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1115
OpenPros: A Large-Scale Dataset for Limited View Prostate Ultrasound Computed Tomography
In Poster Session 5 Pavilion 3
Hanchen Wang ⋅ Yixuan Wu ⋅ Yinan Feng ⋅ Peng Jin ⋅ Luoyuan Zhang ⋅ Shihang Feng ⋅ James Wiskin ⋅ Baris Turkbey ⋅ Peter Pinto ⋅ Bradford Wood ⋅ Songting Luo ⋅ Yinpeng Chen ⋅ Emad Boctor ⋅ Youzuo Lin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1116
U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding
In Poster Session 5 Pavilion 3
Anjie Le ⋅ Henan Liu ⋅ Yue Wang ⋅ Zhenyu Liu ⋅ Rongkun Zhu ⋅ Taohan Weng ⋅ Jinze Yu ⋅ Boyang Wang ⋅ Yalun Wu ⋅ Kaiwen Yan ⋅ Quanlin Sun ⋅ Meirui Jiang ⋅ Jialun Pei ⋅ Siya Liu ⋅ Haoyun Zheng ⋅ Zhoujun Li ⋅ J. Alison Noble ⋅ Jacques Souquet ⋅ Xiaoqing Guo ⋅ Manxi Lin ⋅ Hongcheng Guo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3518
From Curiosity to Caution: Mitigating Reward Hacking for Best-of-$N$ with Pessimism
In Poster Session 5 Pavilion 4
Zhuohao Yu ⋅ Steven Wu ⋅ Adam Block
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4416
MCbiF: Measuring Topological Autocorrelation in Multiscale Clusterings via 2-Parameter Persistent Homology
In Poster Session 5 Pavilion 4
Juni Schindler ⋅ Mauricio Barahona
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4417
Hierarchical Multi-Stage Recovery Framework for Kronecker Compressed Sensing
In Poster Session 5 Pavilion 4
Yanbin He · Geethu Joseph
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1117
KnowGuard: Knowledge-Driven Abstention for Multi-Round Clinical Reasoning
In Poster Session 5 Pavilion 3
Xilin Dang · Kexin Chen · Xiaorui Su · Ayush Noori · Iñaki Arango · Lucas Vittor · LONG XINYI · Yuyang Du · Marinka Zitnik · Pheng-Ann Heng
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1118
AbdCTBench: Learning Clinical Biomarker Representations from Abdominal Surface Geometry
In Poster Session 5 Pavilion 3
Muhammad Ahmed Chaudhry ⋅ Suhana Bedi ⋅ Pola Lydia Lagari ⋅ Brian Layden ⋅ William Galanter ⋅ Ayis Pyrros ⋅ Sanmi Koyejo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4418
Toward Conservative Planning from Human-AI Preferences in Reinforcement Learning
In Poster Session 5 Pavilion 4
Huazhong Wang · Wenzhuo Zhou
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1119
MedVR: Annotation-Free Medical Visual Reasoning via Agentic Reinforcement Learning
In Poster Session 5 Pavilion 3
Zheng Jiang · Heng Guo · Chengyu Fang · Changchen Xiao · Xinyang Hu · Lifeng Sun · Minfeng Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4518
Flow Actor-Critic for Offline Reinforcement Learning
In Poster Session 5 Pavilion 4
Jongseong Chae ⋅ Jongeui Park ⋅ Yongjae Shin ⋅ Gyeongmin Kim ⋅ Seungyul Han ⋅ Youngchul Sung
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1120
Beyond Classification Accuracy: Neural-MedBench and the Need for Deeper Reasoning Benchmarks
In Poster Session 5 Pavilion 3
Miao Jing · Mengting Jia · Junling Lin · Zhongxia Shen · Huan Gao · Mingkun Xu · Shangyang Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4517
Flow-Based Single-Step Completion for Efficient and Expressive Policy Learning
In Poster Session 5 Pavilion 4
Prajwal Koirala · Cody Fleming
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4516
Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner
In Poster Session 5 Pavilion 4
Andrei Polubarov ⋅ Lyubaykin Nikita ⋅ Alexander Derevyagin ⋅ Artyom Grishin ⋅ Igor Saprygin ⋅ Aleksandr Serkov ⋅ Mark Averchenko ⋅ Daniil Tikhonov ⋅ Maksim Zhdanov ⋅ Alexander Nikulin ⋅ Ilya Zisman ⋅ Albina Klepach ⋅ Alexey Zemtsov ⋅ Vladislav Kurenkov
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1121
sleep2vec: Unified Cross-Modal Alignment for Heterogeneous Nocturnal Biosignals
In Poster Session 5 Pavilion 3
Weixuan Yuan · Zengrui Jin · Yichen Wang · Donglin Xie · Ziyi Ye · Chao Zhang · Xuesong Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1122
MedLesionVQA: A Multimodal Benchmark Emulating Clinical Visual Diagnosis for Body Surface Health
In Poster Session 5 Pavilion 3
Deli Yu ⋅ Shengzhi Wang ⋅ Kai WU ⋅ Xiaozhong Ji ⋅ Bo Cui ⋅ Jieqiong Cao ⋅ Huichao Wang ⋅ Boyuan Jiang ⋅ Xu Wang ⋅ Qian Xu ⋅ ChaoGao ⋅ Yi Zhao ⋅ Dian Chen ⋅ Meng Li ⋅ Haifeng Wu ⋅ Yijun He ⋅ HaiHuaYang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4515
GAS: Enhancing Reward-Cost Balance of Generative Model-assisted Offline Safe RL
In Poster Session 5 Pavilion 4
Zifan LIU · Xinran Li · Shibo Chen · Jun Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1123
CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmarking of Large Language Models in Mental Health Question Answering
In Poster Session 5 Pavilion 3
Yahan Li · Jifan Yao · John Bunyi · Adam Frank · Angel Hwang · Ruishan Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4514
Keep the Best, Forget the Rest: Reliable Alignment with Order-Aware Preference Optimization
In Poster Session 5 Pavilion 4
Jiahui Zhu · Yuanjie Shi · Xiyue Peng · Xin Liu · Yan Yan · Honghao Wei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1124
Critic–Adviser–Reviser Cyclic Refinement: Towards High-Quality EMR Corpus Generation with LLMs
In Poster Session 5 Pavilion 3
Chen Ning · Xien Liu · Chenwei Yan · Xiao Zhang · Xinxin You · Yuxuan Zhou · xiangling fu · Ji Wu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4513
Cross-Embodiment Offline Reinforcement Learning for Heterogeneous Robot Datasets
In Poster Session 5 Pavilion 4
Haruki Abe ⋅ Takayuki Osa ⋅ YUSUKE Mukuta ⋅ Tatsuya Harada
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4512
Self-Predictive Representations for Combinatorial Generalization in Behavioral Cloning
In Poster Session 5 Pavilion 4
Daniel Lawson · Adriana Hugessen · Charlotte Cloutier · Glen Berseth · Khimya Khetarpal
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1125
HistoPrism: Unlocking Functional Pathway Analysis from Pan-Cancer Histology via Gene Expression Prediction
In Poster Session 5 Pavilion 3
Susu Hu · Qinghe Zeng · Nithya Bhasker · Jakob Nikolas Kather · Stefanie Speidel
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4511
Occupancy Reward Shaping: Improving Credit Assignment for Offline Goal-Conditioned Reinforcement Learning
In Poster Session 5 Pavilion 4
Aravind Venugopal ⋅ Jiayu Chen ⋅ Xudong Wu ⋅ Chongyi Zheng ⋅ Benjamin Eysenbach ⋅ Jeff Schneider
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1126
Identity-Free Deferral For Unseen Experts
In Poster Session 5 Pavilion 3
Joshua Strong · Pramit Saha · Yasin Ibrahim · Cheng Ouyang · J. Alison Noble
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1226
Temporally Detailed Hypergraph Neural ODE for Disease Progression Modeling
In Poster Session 5 Pavilion 3
Tingsong Xiao ⋅ Yao Lee ⋅ Zelin Xu ⋅ Yupu Zhang ⋅ Zibo Liu ⋅ Yu Huang ⋅ Jiang Bian ⋅ Jingchuan Guo ⋅ Zhe Jiang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4510
Guided Flow Policy: Learning from High-Value Actions in Offline Reinforcement Learning
In Poster Session 5 Pavilion 4
Franki NGUIMATSIA TIOFACK ⋅ Théotime Le Hellard ⋅ Fabian Schramm ⋅ Nicolas Perrin-Gilbert ⋅ Justin Carpentier
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1225
RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data
In Poster Session 5 Pavilion 3
Peiyan Hu ⋅ Haodong Feng ⋅ Hongyuan Liu ⋅ Tongtong Yan ⋅ Wenhao Deng ⋅ Tianrun Gao ⋅ Rong Zheng ⋅ Haoren Zheng ⋅ Chenglei Yu ⋅ Chuanrui Wang ⋅ Kaiwen Li ⋅ Zhi-Ming Ma ⋅ Dezhi Zhou ⋅ Xingcai Lu ⋅ Dixia Fan ⋅ Tailin Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4509
One-Step Flow Q-Learning: Addressing the Diffusion Policy Bottleneck in Offline Reinforcement Learning
In Poster Session 5 Pavilion 4
Xuan Thanh Nguyen ⋅ Chang Yoo
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4508
Polychromic Objectives for Reinforcement Learning
In Poster Session 5 Pavilion 4
Jubayer Hamid · Ifdita Orney · Ellen Xu · Chelsea Finn · Dorsa Sadigh
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1224
GenCP: Towards Generative Modeling Paradigm of Coupled physics
In Poster Session 5 Pavilion 3
Tianrun Gao ⋅ Haoren Zheng ⋅ Wenhao Deng ⋅ Haodong Feng ⋅ Tao Zhang ⋅ Ruiqi Feng ⋅ Qianyi Chen ⋅ Tailin Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1223
DRIFT-Net: A Spectral-Coupled Neural Operator for PDEs Learning
In Poster Session 5 Pavilion 3
jiayi li ⋅ Flora Salim
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4507
Learning to Reason as Action Abstractions with Scalable Mid-Training RL
In Poster Session 5 Pavilion 4
Shenao Zhang ⋅ Donghan Yu ⋅ Yihao Feng ⋅ Bowen Jin ⋅ Zhaoran Wang ⋅ John Peebles ⋅ Zirui Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4506
Reinforcement Mid-Training
In Poster Session 5 Pavilion 4
Yijun Tian · Shaoyu Chen · Zhichao Xu · Yawei Wang · Jinhe Bi · Peng Han · Wei Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1222
EGG-SR: Embedding Symbolic Equivalence into Symbolic Regression via Equality Graph
In Poster Session 5 Pavilion 3
Nan Jiang · Ziyi Wang · Yexiang Xue
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1221
Unveiling the Mechanism of Continuous Representation Full-Waveform Inversion: A Wave Based Neural Tangent Kernel Framework
In Poster Session 5 Pavilion 3
Ruihua Chen · Yisi Luo · Bangyu Wu · Deyu Meng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4504
Optimistic Task Inference for Behavior Foundation Models
In Poster Session 5 Pavilion 4
Thomas Rupf ⋅ Marco Bagatella ⋅ Marin Vlastelica ⋅ Andreas Krause
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1220
OmniField: Conditioned Neural Fields for Robust Multimodal Spatiotemporal Learning
In Poster Session 5 Pavilion 3
Kevin Valencia · Thilina Balasooriya · Xihaier Luo · Shinjae Yoo · David Park
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4503
Cross-Domain Policy Optimization via Bellman Consistency and Hybrid Critics
In Poster Session 5 Pavilion 4
Ming-Hong Chen ⋅ Kuan-Chen Pan ⋅ You-De Huang ⋅ Xi Liu ⋅ Ping-Chun Hsieh
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1219
Test-Time Accuracy-Cost Control in Neural Simulators via Recurrent-Depth
In Poster Session 5 Pavilion 3
Harris Abdul Majid ⋅ Pietro Sittoni ⋅ Francesco Tudisco
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4502
Scalable Exploration for High-Dimensional Continuous Control via Value-Guided Flow
In Poster Session 5 Pavilion 4
Yunyue Wei ⋅ Chenhui Zuo ⋅ Yanan Sui
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1218
CFO: Learning Continuous-Time PDE Dynamics via Flow-Matched Neural Operators
In Poster Session 5 Pavilion 3
Xianglong Hou · Xinquan Huang · Paris Perdikaris
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4501
Bridging Successor Measure and Online Policy Learning with Flow Matching-Based Representations
In Poster Session 5 Pavilion 4
Haosen Shi ⋅ Jianda Chen ⋅ Sinno Jialin Pan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1217
ComPhy: Composing Physical Models with end-to-end Alignment
In Poster Session 5 Pavilion 3
Alessandro Trenta ⋅ Andrea Cossu ⋅ Davide Bacciu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4601
From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation
In Poster Session 5 Pavilion 4
Yuxin Jiang · Yufei Wang · Qiyuan Zhang · Xingshan Zeng · Liangyou Li · Jierun Chen · Chaofan Tao · Haoli Bai · Lifeng Shang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1215
Fast training of accurate physics-informed neural networks without gradient descent
In Poster Session 5 Pavilion 3
Chinmay Datar ⋅ Taniya Kapoor ⋅ Abhishek Chandra ⋅ Qing Sun ⋅ Erik L. Bolager ⋅ Iryna Burak ⋅ Anna Veselovska ⋅ Massimo Fornasier ⋅ Felix Dietrich
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4602
Search Self-Play: Pushing the Frontier of Agent Capability without Supervision
In Poster Session 5 Pavilion 4
Hongliang Lu · Yuhang Wen · Pengyu Cheng · Ruijin Ding · Jiaqi Guo · Haotian Xu · Chutian Wang · Haonan Chen · xiaoxi jiang · guanjunjiang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4603
Transitive RL: Value Learning via Divide and Conquer
In Poster Session 5 Pavilion 4
Seohong Park · Aditya Oberai · Pranav Atreya · Sergey Levine
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1214
KANO: Kolmogorov-Arnold Neural Operator
In Poster Session 5 Pavilion 3
Jin Lee ⋅ Ziming Liu ⋅ Xinling Yu ⋅ Yixuan Wang ⋅ Haewon Jeong ⋅ Murphy Niu ⋅ Zheng Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1213
Buckingham $\pi$-Invariant Test‑Time Projection for Robust PDE Surrogate Modeling
In Poster Session 5 Pavilion 3
Seokki Lee ⋅ Min-Chul Park ⋅ Giyong Hong ⋅ Changwook Jeong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4604
Mastering Sparse CUDA Generation through Pretrained Models and Deep Reinforcement Learning
In Poster Session 5 Pavilion 4
Yaoyu Wang ⋅ Hankun Dai ⋅ Zhidong Yang ⋅ Junmin Xiao ⋅ Guangming Tan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4605
Structured Reasoning for LLMs: A Unified Framework for Efficiency and Explainability
In Poster Session 5 Pavilion 4
Yubo Dong · Hehe Fan · Linchao Zhu · Yi Yang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1212
Map as a Prompt: Learning Multi-Modal Spatial-Signal Foundation Models for Cross-scenario Wireless Localization
In Poster Session 5 Pavilion 3
Yong Chu · Xun Zhou · Zenglin Xu · HUI WANG · Yue Yu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4606
TD-JEPA: Latent-predictive Representations for Zero-Shot Reinforcement Learning
In Poster Session 5 Pavilion 4
Marco Bagatella · Matteo Pirotta · Ahmed Touati · Alessandro Lazaric · Andrea Tirinzoni
[ OpenReview] 
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1211
Variational Pseudo Marginal Methods for Jet Reconstruction in Particle Physics
In Poster Session 5 Pavilion 3
Hanming Yang · Antonio Khalil Moretti · Sebastian Macaluso · Philippe Chlenski · Christian A. Naesseth · Itsik Pe'er
[ Slides] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4607
Universal Value-Function Uncertainties
In Poster Session 5 Pavilion 4
Moritz Akiya Zanger ⋅ Max Weltevrede ⋅ Yaniv Oren ⋅ Pascal R Van der Vaart ⋅ Caroline Horsch ⋅ Wendelin Boehmer ⋅ Matthijs T. J. Spaan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1210
Rethinking Driving World Model as Synthetic Data Generator for Perception Tasks
In Poster Session 5 Pavilion 3
Kai Zeng · Zhanqian Wu · Kaixin Xiong · Xiaobao Wei · Xiangyu Guo · Zhenxin Zhu · Kalok Ho · Lijun Zhou · Bohan Zeng · Ming Lu · Haiyang Sun · Bing Wang · Guang Chen · Hangjun Ye · Wentao Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1209
Grounding Generative Planners in Verifiable Logic: A Hybrid Architecture for Trustworthy Embodied AI
In Poster Session 5 Pavilion 3
Feiyu Wu · Xu Zheng · Yue Qu · Zhuocheng Wang · Zicheng Feng · HUI LI
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4608
Temporal Representations for Exploration: Learning Complex Exploratory Behavior without Extrinsic Rewards
In Poster Session 5 Pavilion 4
Faisal Mohamed · Catherine Ji · Benjamin Eysenbach · Glen Berseth
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4609
RiskPO: Risk-based Policy Optimization with Verifiable Reward for LLM Post-Training
In Poster Session 5 Pavilion 4
Tao Ren · Jinyang Jiang · Hui Yang · Wan Tian · Minhao Zou · Guanghao Li · Zishi Zhang · Qinghao Wang · Shentao Qin · Yanjun Zhao · Rui Tao · Hui Shao · Yijie Peng
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1208
Robust Fine-tuning of Vision-Language-Action Robot Policies via Parameter Merging
In Poster Session 5 Pavilion 3
Yajat Yadav ⋅ Zhiyuan Zhou ⋅ Andrew Wagenmaker ⋅ Karl Pertsch ⋅ Sergey Levine
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4610
RoboMD: Uncovering Robot Vulnerabilities through Semantic Potential Fields
In Poster Session 5 Pavilion 4
Som Sagar ⋅ Jiafei Duan ⋅ Sreevishakh Vasudevan ⋅ Yifan Zhou ⋅ Heni Ben Amor ⋅ Dieter Fox ⋅ Ransalu Senanayake
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1207
Real-Time Robot Execution with Masked Action Chunking
In Poster Session 5 Pavilion 3
Haoxuan Wang · Gengyu Zhang · Yan Yan · Yuzhang Shang · Ramana Kompella · Gaowen Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4611
QuRL: Rubrics As Judge For Open-Ended Question Answering
In Poster Session 5 Pavilion 4
Xiyu Wei ⋅ Qingwei Zong ⋅ Xiaoguang Li ⋅ Eugene Yu ⋅ Sujian Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1206
RF-MatID: Dataset and Benchmark for Radio Frequency Material Identification
In Poster Session 5 Pavilion 3
Xinyan Chen ⋅ Qinchun Li ⋅ Ruiqin Ma ⋅ Jiaqi Bai ⋅ Li Yi ⋅ Jianfei Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4612
Ego-Foresight: Self-supervised Learning of Agent-Aware Representations for Improved RL
In Poster Session 5 Pavilion 4
Manuel Serra Nunes ⋅ Atabak Dehban ⋅ Yiannis Demiris ⋅ José Santos-Victor
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1205
All-day Multi-scenes Lifelong Vision-and-Language Navigation with Tucker Adaptation
In Poster Session 5 Pavilion 3
XUDONG WANG · Gan Li · Zhiyu Liu · Yao Wang · Lianqing Liu · Zhi Han
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4613
Relative Entropy Pathwise Policy Optimization
In Poster Session 5 Pavilion 4
Claas Voelcker ⋅ Axel Brunnbauer ⋅ Marcel Hussing ⋅ Michal Nauman ⋅ Pieter Abbeel ⋅ Radu Grosu ⋅ ERIC EATON ⋅ Amir-massoud Farahmand ⋅ Igor Gilitschenski
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1204
DriveVLA-W0: World Models Amplify Data Scaling Law in Autonomous Driving
In Poster Session 5 Pavilion 3
Yingyan Li · Shuyao Shang · Weisong Liu · Bing Zhan · Haochen Wang · Yuqi Wang · Yuntao Chen · Xiaoman Wang · Yasong An · Chufeng Tang · LU HOU · Lue Fan · Zhaoxiang Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4614
Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns
In Poster Session 5 Pavilion 4
Dong Tian ⋅ Onur Celik ⋅ Gerhard Neumann
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1203
M$^3$E: Continual Vision-and-Language Navigation via Mixture of Macro and Micro Experts
In Poster Session 5 Pavilion 3
Yongliang Jiang · Huaidong Zhang · Xuandi Luo · Shengfeng He
[ Poster]  [ OpenReview] 
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4615
Multi-Bellman operator for convergence of Q-learning with linear function approximation
In Poster Session 5 Pavilion 4
Diogo S. Carvalho · Pedro A. Santos · Francisco S. Melo
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1202
VLMgineer: Vision-Language Models as Robotic Toolsmiths
In Poster Session 5 Pavilion 3
George Gao · Tianyu Li · Junyao Shi · Yihan Li · Zizhe Zhang · Nadia Figueroa · Dinesh Jayaraman
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4616
On Discovering Algorithms for Adversarial Imitation Learning
In Poster Session 5 Pavilion 4
Shashank Reddy Chirra · Jayden Teoh · Praveen Paruchuri · Pradeep Varakantham
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4617
Imitation Learning as Return Distribution Matching
In Poster Session 5 Pavilion 4
Filippo Lazzati · Alberto Maria Metelli
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1301
Self-Improving Vision-Language-Action Models with Data Generation via Residual RL
In Poster Session 5 Pavilion 3
Wenli Xiao · Haotian Lin · Andy Peng · Haoru Xue · Tairan He · Zhengyi Luo · Yuqi Xie · Fengyuan Hu · Jim Fan · Guanya Shi · Yuke Zhu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1302
Differentiable Model Predictive Control on the GPU
In Poster Session 5 Pavilion 3
Emre Adabag ⋅ Marcus Greiff ⋅ John Subosits ⋅ Thomas Lew
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4618
Opponent Shaping in LLM Agents
In Poster Session 5 Pavilion 4
Marta Emili Garcia Segura ⋅ Stephen Hailes ⋅ Mirco Musolesi
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1216
ManipEvalAgent: Promptable and Efficient Evaluation Framework for Robotic Manipulation Policies
In Poster Session 5 Pavilion 3
Yiteng Chen · Huiping Zhuang · Wenbo Li · Shiyi Wang · Xiangyu Zhao · Qingyao Wu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4718
Off-Trajectory Reasoning: Can LLMs Collaborate on Reasoning Trajectories?
In Poster Session 5 Pavilion 4
Aochong Li · Tanya Goyal
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1303
VER: Vision Expert Transformer for Robot Learning via Foundation Distillation and Dynamic Routing
In Poster Session 5 Pavilion 3
Yixiao Wang · Mingxiao Huo · Zhixuan Liang · Yushi Du · Lingfeng Sun · Haotian Lin · Jinghuan Shang · Chensheng Peng · Mohit Bansal · Mingyu Ding · Masayoshi Tomizuka
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4717
Safe Continuous-time Multi-Agent Reinforcement Learning via Epigraph Form
In Poster Session 5 Pavilion 4
Xuefeng Wang · Lei Zhang · Henglin Pu · Husheng Li · Ahmed Hussain Qureshi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1304
Abstracting Robot Manipulation Skills via Mixture-of-Experts Diffusion Policies
In Poster Session 5 Pavilion 3
Ce Hao ⋅ Xuanran Zhai ⋅ Yaohua Liu ⋅ Harold Soh
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4716
GuidedSampling: Steering LLMs Towards Diverse Candidate Solutions at Inference-Time
In Poster Session 5 Pavilion 4
Divij Handa · Mihir Parmar · Aswin RRV · Md Nayem Uddin · Hamid Palangi · Chitta Baral
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1305
Align-Then-stEer: Adapting the Vision-Language Action Models through Unified Latent Guidance
In Poster Session 5 Pavilion 3
Yang Zhang ⋅ Chenwei Wang ⋅ ouyang lu ⋅ Yuan Zhao ⋅ Yunfei Ge ⋅ Zhenglong Sun ⋅ Xiu Li ⋅ Chi Zhang ⋅ Chenjia Bai ⋅ Xuelong Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1306
RoboOmni: Proactive Robot Manipulation in Omni-modal Context
In Poster Session 5 Pavilion 3
Siyin Wang · Jinlan Fu · Feihong Liu · Xinzhe He · Huangxuan Wu · Junhao Shi · Kexin Huang · Zhaoye Fei · Jingjing Gong · Zuxuan Wu · Yu-Gang Jiang · See-Kiong Ng · Tat-Seng Chua · Xipeng Qiu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4715
Emergent Coordination in Multi-Agent Language Models
In Poster Session 5 Pavilion 4
Christoph Riedl
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2006
Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundation Models
In Poster Session 5 Pavilion 3
Yunzhong Qiu ⋅ Zhiyao Cen ⋅ Zhongyi Pei ⋅ Chen Wang ⋅ Jianmin Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4714
Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning
In Poster Session 5 Pavilion 4
Wei Yang ⋅ Defu Cao ⋅ Jiacheng Pang ⋅ Muyan Weng ⋅ Yan Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1308
Uncertainty-Aware Gaussian Map for Vision-Language Navigation
In Poster Session 5 Pavilion 3
Jianzhe Gao · Rui Liu · Yuxuan Xu · Tongtong Cao · Yingxue Zhang · Zhanguang Zhang · Sida Peng · Yi Yang · Wenguan Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4713
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
In Poster Session 5 Pavilion 4
Han Zhou ⋅ Xingchen Wan ⋅ Ruoxi Sun ⋅ Hamid Palangi ⋅ Shariq Iqbal ⋅ Ivan Vulić ⋅ Anna Korhonen ⋅ Sercan Arik
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4712
From Assumptions to Actions: Turning LLM Reasoning into Uncertainty-Aware Planning for Embodied Agents
In Poster Session 5 Pavilion 4
SeungWon Seo ⋅ SooBin Lim ⋅ SeongRae Noh ⋅ Haneul Kim ⋅ HyeongYeop Kang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1309
Ground Slow, Move Fast: A Dual-System Foundation Model for Generalizable Vision-Language Navigation
In Poster Session 5 Pavilion 3
Meng Wei · Chenyang Wan · Peng · Xiqian Yu · Yuqiang Yang · Delin Feng · Wenzhe Cai · Chenming Zhu · Tai Wang · Jiangmiao Pang · Xihui Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1310
Autonomous Functional Play with Correspondence-Driven Trajectory Warping
In Poster Session 5 Pavilion 3
William Liang · Sam Wang · Hung-Ju Wang · Osbert Bastani · Yecheng Jason Ma · Dinesh Jayaraman
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4711
STAIRS-Former: Spatio-Temporal Attention with Interleaved Recursive Structure TransFormer for Offline Mulit-task Multi-agent Reinforcement Learning
In Poster Session 5 Pavilion 4
Jiwon Jeon · Myungsik Cho · Youngchul Sung
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4710
Best-of-Infinity: Asymptotic Performance of Test-Time LLM Ensembling
In Poster Session 5 Pavilion 4
Junpei Komiyama ⋅ Daisuke Oba ⋅ Masafumi Oyamada
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1311
$AutoDrive\text{-}P^3$: Unified Chain of Perception–Prediction–Planning Thought via Reinforcement Fine-Tuning
In Poster Session 5 Pavilion 3
Yuqi Ye · Zijian Zhang · Junhong Lin · Shangkun Sun · Changhao Peng · Wei Gao
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4709
HiPO: Self-Hint Policy Optimization for RLVR
In Poster Session 5 Pavilion 4
Deng Qiyuan · Kehai Chen · Min Zhang · Zhongwen Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1312
Capturing Visual Environment Structure Correlates with Control Performance
In Poster Session 5 Pavilion 3
Jiahua Dong ⋅ Yunze Man ⋅ Pavel Tokmakov ⋅ Yu-Xiong Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1313
COOPERTRIM: Adaptive Data Selection for Uncertainty-Aware Cooperative Perception
In Poster Session 5 Pavilion 3
Shilpa Mukhopadhyay ⋅ Amit Roy-Chowdhury ⋅ Hang Qiu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4708
DAK-UCB: Diversity-Aware Prompt Routing for LLMs and Generative Models
In Poster Session 5 Pavilion 4
Donya Jafari ⋅ Farzan Farnia
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1314
Advancing Multi-agent Traffic Simulation via R1-Style Reinforcement Fine-Tuning
In Poster Session 5 Pavilion 3
Muleilan Pei ⋅ Shaoshuai Shi ⋅ Shaojie Shen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4707
Is Pure Exploitation Sufficient in Exogenous MDPs with Linear Function Approximation?
In Poster Session 5 Pavilion 4
Hao Liang · Jiayu Cheng · Sean Sinclair · Yali Du
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1315
Repurposing Foundation Model for Generalizable Medical Time Series Classification
In Poster Session 5 Pavilion 3
Nan Huang · Haishuai Wang · Zihuai He · Marinka Zitnik · Xiang Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4706
Text2Grad: Reinforcement Learning from Natural Language Feedback
In Poster Session 5 Pavilion 4
Hanyang Wang · Lu Wang · Chaoyun Zhang · Tianjun Mao · Si Qin · Qingwei Lin · Saravan Rajmohan · Dongmei Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1316
Complexity- and Statistics-Guided Anomaly Detection in Time Series Foundation Models
In Poster Session 5 Pavilion 3
Jongwon Kim · Samuel Yoon · Young Ko · Yerin Kim · Sung Kim · JAEUNG TAE
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4705
Combinatorial Rising Bandits
In Poster Session 5 Pavilion 4
Seokbin Song ⋅ Youngsik Yoon ⋅ Siwei Wang ⋅ Wei Chen ⋅ Jungseul Ok
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1317
Tackling Time-Series Forecasting Generalization via Mitigating Concept Drift
In Poster Session 5 Pavilion 3
Zhiyuan Zhao ⋅ Haoxin Liu ⋅ B. Aditya Prakash
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4704
R2-Dreamer: Redundancy-Reduced World Models without Decoders or Augmentation
In Poster Session 5 Pavilion 4
Naoki Morihira · Amal Nahar · Kartik Bharadwaj · Yasuhiro Kato · Akinobu Hayashi · Tatsuya Harada
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1318
SwiftTS: A Swift Selection Framework for Time Series Pre-trained Models via Multi-task Meta-Learning
In Poster Session 5 Pavilion 3
Tengxue Zhang · Biao Ouyang · Yang Shu · Xinyang Chen · Guo · Bin Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4703
Revisiting Matrix Sketching in Linear Bandits: Achieving Sublinear Regret via Dyadic Block Sketching
In Poster Session 5 Pavilion 4
Dongxie Wen · Hanyan Yin · Xiao Zhang · Peng Zhao · Lijun Zhang · Zhewei Wei
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4702
Mathesis: Towards Formal Theorem Proving from Natural Languages
In Poster Session 5 Pavilion 4
Xuejun Yu ⋅ Jianyuan Zhong ⋅ Zijin Feng ⋅ Pengyi Zhai ⋅ Roozbeh Mohit ⋅ Wei Ng ⋅ Haoxiong Liu ⋅ Ziyi Shou ⋅ Jing Xiong ⋅ Yudong Zhou ⋅ Claudia Ong ⋅ Austen Sugiarto ⋅ Yaoxi Zhang ⋅ Wai Ming Tai ⋅ Huan Cao ⋅ Dongcai Lu ⋅ Jiacheng Sun ⋅ Qiang Xu ⋅ Shen Xin ⋅ Zhenguo Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4203
Compositional Visual Planning via Inference-Time Diffusion Scaling
In Poster Session 5 Pavilion 4
Yixin Zhang ⋅ Yunhao Luo ⋅ Utkarsh Mishra ⋅ Woo Shin ⋅ Yongxin Chen ⋅ Danfei Xu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1319
ARROW: An Adaptive Rollout and Routing Method for Global Weather Forecasting
In Poster Session 5 Pavilion 3
Jindong Tian · Yifei Ding · Ronghui Xu · Hao Miao · Guo · Bin Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4701
Temperature as a Meta-Policy: Adaptive Temperature in LLM Reinforcement Learning
In Poster Session 5 Pavilion 4
Haoran Dang · Cuiling Lan · Hai Wan · Xibin Zhao · Yan Lu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1320
GTM: A General Time-series Model for Enhanced Representation Learning of Time-Series data
In Poster Session 5 Pavilion 3
Cheng HE ⋅ Xu Huang ⋅ Gangwei Jiang ⋅ Zhaoyi Li ⋅ Defu Lian ⋅ Hong Xie ⋅ Enhong Chen ⋅ xijie liang ⋅ Zhengzengrong ⋅ Patrick P. C. Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1321
Local Geometry Attention for Time Series Forecasting under Realistic Corruptions
In Poster Session 5 Pavilion 3
Dongbin Kim · Youngjoo Park · Woojin Jeong · Jaewook Lee
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4801
Flow Matching with Injected Noise for Offline-to-Online Reinforcement Learning
In Poster Session 5 Pavilion 4
Yongjae Shin ⋅ Jongseong Chae ⋅ Jongeui Park ⋅ Youngchul Sung
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4802
Code Driven Planning with Domain-Adaptive Selector
In Poster Session 5 Pavilion 4
Zikang Tian · Shaohui Peng · Di Huang · Jiaming Guo · Ruizhi Chen · Rui Zhang · Xishan Zhang · Yuxuan Guo · Zidong Du · Qi Guo · Ling Li · Yewen Pu · Xing Hu · Yunji Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1322
Causal Score Conditioning for Multi-Resolution Latent Systems
In Poster Session 5 Pavilion 3
Xuechun Li · Shan Gao · Susu Xu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4803
Triple-BERT: Do We Really Need MARL for Order Dispatch on Ride-Sharing Platforms?
In Poster Session 5 Pavilion 4
Zijian Zhao · Sen Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5308
Zero-Overhead Introspection for Adaptive Test-Time Compute
In Poster Session 5 Pavilion 4
Rohin Manvi ⋅ Joey Hong ⋅ Tim Seyde ⋅ Maxime Labonne ⋅ Mathias Lechner ⋅ Sergey Levine
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1323
Detection of unknown unknowns in autonomous systems
In Poster Session 5 Pavilion 3
Ayan Banerjee · Sandeep Gupta
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4804
GTool: Graph Enhanced Tool Planning with Large Language Model
In Poster Session 5 Pavilion 4
Wenjie Chen · Di Yao · Wenbin Li · Xuying Meng · Chang Gong · Jingping Bi
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1324
When to Retrain after Drift: A Data-Only Test of Post-Drift Data Size Sufficiency
In Poster Session 5 Pavilion 3
Ren Fujiwara · Yasuko Matsubara · Yasushi Sakurai
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4805
Automating the Refinement of Reinforcement Learning Specifications
In Poster Session 5 Pavilion 4
Tanmay Sadanand Ambadkar · Djordje Zikelic · Abhinav Verma
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1325
OWL : Geometry-Aware Spatial Reasoning for Audio Large Language Models
In Poster Session 5 Pavilion 3
Subrata Biswas ⋅ Mohammad Khan ⋅ Bashima Islam
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4806
ExoPredicator: Learning Abstract Models of Dynamic Worlds for Robot Planning
In Poster Session 5 Pavilion 4
Yichao Liang ⋅ Dat Nguyen ⋅ Cambridge Yang ⋅ Tianyang Li ⋅ Joshua B Tenenbaum ⋅ Carl Edward Rasmussen ⋅ Adrian Weller ⋅ Zenna Tavares ⋅ Tom Silver ⋅ Kevin Ellis
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1326
Death of the Novel(ty): Beyond N-Gram Novelty as a Metric for Textual Creativity
In Poster Session 5 Pavilion 3
Arkadiy Saakyan ⋅ Najoung Kim ⋅ Smaranda Muresan ⋅ Tuhin Chakrabarty
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1426
Flipping the Dialogue: Training and Evaluating User Language Models
In Poster Session 5 Pavilion 3
Tarek Naous ⋅ Philippe Laban ⋅ Wei Xu ⋅ Jennifer Neville
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4807
Test-Time Alignment for Large Language Models via Textual Model Predictive Control
In Poster Session 5 Pavilion 4
Kuang-Da Wang ⋅ Teng-Ruei Chen ⋅ Yu Heng Hung ⋅ Guo-Xun Ko ⋅ Shuoyang Ding ⋅ Yueh-Hua Wu ⋅ Yu-Chiang Frank Wang ⋅ Chao-Han Huck Yang ⋅ Wen-Chih Peng ⋅ Ping-Chun Hsieh
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1425
RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments
In Poster Session 5 Pavilion 3
Zeyi Liao · Jaylen Jones · Linxi Jiang · Yuting Ning · Eric Fosler-Lussier · Yu Su · ZHIQIANG LIN · Huan Sun
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4808
Stackelberg Learning from Human Feedback: Preference Optimization as a Sequential Game
In Poster Session 5 Pavilion 4
Barna Pásztor · Thomas Kleine Buening · Andreas Krause
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1424
Rewarding Doubt: A Reinforcement Learning Approach to Calibrated Confidence Expression of Large Language Models
In Poster Session 5 Pavilion 3
David Bani-Harouni ⋅ Chantal Pellegrini ⋅ Paul Stangel ⋅ Ege Özsoy ⋅ Kamilia Zaripova ⋅ Nassir Navab ⋅ Matthias Keicher
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4809
HARDTESTGEN: A High-Quality RL Verifier Generation Pipeline for LLM Algorithimic Coding
In Poster Session 5 Pavilion 4
Zhongmou He ⋅ Yee Man Choi ⋅ Kexun Zhang ⋅ Ivan Bercovich ⋅ Jiabao Ji ⋅ Junting Zhou ⋅ Dejia Xu ⋅ Aidan Zhang ⋅ Yixiao Zeng ⋅ Lei Li
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4810
Efficient Morphology-Control Co-Design via Stackelberg Proximal Policy Optimization
In Poster Session 5 Pavilion 4
Yanning Dai · Yuhui Wang · Dylan Ashley · Jürgen Schmidhuber
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1423
GPS: Graph-guided Proactive Information Seeking in Large Language Models
In Poster Session 5 Pavilion 3
Ruiqing Li · Yifeng Xu · Xinke Jiang · Zhibang Yang · Xinyu Ma · Yue Fang · Junfeng Zhao · Yasha Wang · Xu Chu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4811
Bayesian Ensemble for Sequential Decision-Making
In Poster Session 5 Pavilion 4
Rui Liu ⋅ Enmin Zhao ⋅ Lu Wang ⋅ Yu Li ⋅ Ming Pang ⋅ Changping Peng ⋅ Zhangang Lin ⋅ Ching Law ⋅ Jingping Shao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1422
Learnable Fractional Superlets with a Spectro-Temporal Emotion Encoder for Speech Emotion Recognition
In Poster Session 5 Pavilion 3
Alaa Nfissi · Wassim Bouachir · Nizar Bouguila · Brian Mishara
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4812
Balancing the Experts: Unlocking LoRA-MoE for GRPO via Mechanism-Aware Rewards
In Poster Session 5 Pavilion 4
Changlian Ma · Zizheng Huang · Xiangyu Zeng · Yi Wang · Cheng Liang · Kun Tian · Xinhai Zhao · Limin Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1421
IterResearch: Rethinking Long-Horizon Agents with Interaction Scaling
In Poster Session 5 Pavilion 3
Guoxin Chen · Zile Qiao · Xuanzhong Chen · Donglei Yu · Haotian Xu · Xin Zhao · Ruihua Song · Wenbiao Yin · Huifeng Yin · Liwen Zhang · Kuan Li · Minpeng Liao · Yong Jiang · Pengjun Xie · Fei Huang · Jingren Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4813
Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy
In Poster Session 5 Pavilion 4
Yuhao Liu · Liang Zeng · Yuzhen Xiao · Jujie He · Jiacai Liu · Chaojie Wang · Rui Yan · Wei Shen · Fuxiang Zhang · Jiacheng Xu · Yang Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4814
SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning
In Poster Session 5 Pavilion 4
Yuqian Fu · Tinghong Chen · Jiajun Chai · Xihuai Wang · Songjun Tu · Guojun Yin · Wei Lin · Qichao Zhang · Yuanheng Zhu · Dongbin Zhao
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1419
Data Selection for LLM Alignment Using Fine-Grained Preferences
In Poster Session 5 Pavilion 3
Jia Zhang · Yao Liu · Chen-Xi Zhang · Yi Liu · Yi-Xuan Jin · Lan-Zhe Guo · Yu-Feng Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4815
WIMLE: Uncertainty‑Aware World Models with IMLE for Sample‑Efficient Continuous Control
In Poster Session 5 Pavilion 4
Mehran Aghabozorgi ⋅ Alireza Moazeni ⋅ Yanshu Zhang ⋅ Ke Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1418
VeriRole: Verifiable Role-Awareness through Hint-Guided Reinforcement Learning
In Poster Session 5 Pavilion 3
Zongsheng Wang · Kaili Sun · Bowen Wu · qun yu · Ying Li · Xu Chen · Baoxun Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4816
Breaking Barriers: Do Reinforcement Post Training Gains Transfer To Unseen Domains?
In Poster Session 5 Pavilion 4
Chuxuan Hu ⋅ Yuxuan Zhu ⋅ Antony Kellermann ⋅ Caleb Biddulph ⋅ Suppakit Waiwitlikhit ⋅ Jason Benn ⋅ Daniel Kang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1417
Enhancing Persona Following at Decoding Time via Dynamic Importance Estimation for Role-Playing Agents
In Poster Session 5 Pavilion 3
Yuxin Liu · Mingye Zhu · Siyuan Liu · Bo Hu · Lei Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1416
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping
In Poster Session 5 Pavilion 3
Zhiheng Xi · Xin Guo · Yang Nan · Enyu Zhou · Junrui Shen · Wenxiang Chen · Jiaqi Liu · Jixuan Huang · Xun Deng · Zhihao Zhang · Honglin Guo · Zhikai Lei · Miao Zheng · Guoteng Wang · Peng Sun · Rui Zheng · Hang Yan · Tao Gui · Qi Zhang · Xuanjing Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4817
On the Tension Between Optimality and Adversarial Robustness in Policy Optimization
In Poster Session 5 Pavilion 4
Haoran Li ⋅ Jiayu Lv ⋅ Congying Han ⋅ Zicheng Zhang ⋅ Anqi Li ⋅ Yan Liu ⋅ Tiande Guo ⋅ Nan Jiang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#914
A$^2$Search: Ambiguity-Aware Question Answering with Reinforcement Learning
In Poster Session 5 Pavilion 3
Fengji Zhang · Xinyao Niu · Chengyang Ying · Guancheng Lin · Zhongkai Hao · Zhou Fan · Chengen Huang · Jacky Keung · Bei Chen · Junyang Lin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1415
The Limits of Inference Scaling Through Resampling
In Poster Session 5 Pavilion 3
Benedikt Stroebl · Sayash Kapoor · Arvind Narayanan
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4818
WorldGym: World Model as An Environment for Policy Evaluation
In Poster Session 5 Pavilion 4
Julian Quevedo · Ansh Kumar Sharma · Yixiang Sun · Varad Suryavanshi · Percy Liang · Sherry Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4918
Scaling Large Vision-Language Model RL Training via Efficient Load Balancing
In Poster Session 5 Pavilion 4
Zerui Wang · Qinghao Hu · Chang Chen · Jiecheng Zhou · Haojie Duanmu · Xingcheng Zhang · Peng Sun · Dahua Lin
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1414
Hierarchical Semantic-Acoustic Modeling via Semi-Discrete Residual Representations for Expressive End-to-End Speech Synthesis
In Poster Session 5 Pavilion 3
Yixuan Zhou · Guoyang Zeng · Xin Liu · Xiang Li · Renjie Yu · Ziyang Wang · Runchuan Ye · Weiyue Sun · Jiancheng Gui · Kehan Li · Zhiyong Wu · Zhiyuan Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1413
CONCUR: A Framework for Continual Constrained and Unconstrained Routing
In Poster Session 5 Pavilion 3
Peter Baile Chen ⋅ Weiyue Li ⋅ Dan Roth ⋅ Mike Cafarella ⋅ Samuel Madden ⋅ Jacob Andreas
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4917
StoryAlign: Evaluating and Training Reward Models for Story Generation
In Poster Session 5 Pavilion 4
Haotian Xia · Hao Peng · Yunjia Qi · Xu Bin · Lei Hou · Juanzi Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4916
One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Exploration
In Poster Session 5 Pavilion 4
Zaid Khan ⋅ Archiki Prasad ⋅ Elias Stengel-Eskin ⋅ Jaemin Cho ⋅ Mohit Bansal
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1412
MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning
In Poster Session 5 Pavilion 3
Jiachun Li ⋅ Shaoping Huang ⋅ Zhuoran Jin ⋅ Chenlong Zhang ⋅ Pengfei Cao ⋅ Yubo Chen ⋅ Kang Liu ⋅ Jun Zhao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1411
A Fano-Style Accuracy Upper Bound for LLM Single-Pass Reasoning in Multi-Hop QA
In Poster Session 5 Pavilion 3
Kaiyang Wan · Lang Gao · Honglin Mu · Preslav Nakov · Yuxia Wang · Xiuying Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4915
Automated Stateful Specialization for Adaptive Agent Systems
In Poster Session 5 Pavilion 4
Myan Vu · Harrish Ayyanar · PANG JIANG · Anwiketh Reddy · Mayank Goel
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1410
Confident and Adaptive Generative Speech Recognition via Risk Control
In Poster Session 5 Pavilion 3
Amit Damri · Bracha Laufer-Goldshtein
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4914
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents
In Poster Session 5 Pavilion 4
Peisong Wang · Ruotian Ma · Bang Zhang · Xingyu Chen · Zhiwei He · Kang Luo · Qingsong Lv · Qingxuan Jiang · Zheng Xie · Shanyi Wang · CIXING LI · Yuan Li · Fanghua Ye · Jian Li · Yifan Yang · Jia Li · Zhaopeng Tu · Xiaolong Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1409
Learning From Dictionary: Enhancing Robustness of Machine-Generated Text Detection in Zero-Shot Language via Adversarial Training
In Poster Session 5 Pavilion 3
Yuanfan Li · Qi Zhou · Zexuan Xie
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4913
SUSD: Structured Unsupervised Skill Discovery through State Factorization
In Poster Session 5 Pavilion 4
Seyed Mohammad Hadi Hosseini · Mahdieh Baghshah
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4912
EffiVMT: Video Motion Transfer via Efficient Spatial-Temporal Decoupled Finetuning
In Poster Session 5 Pavilion 4
Yue Ma · Yulong Liu · Qiyuan Zhu · Xiangpeng Yang · Kunyu Feng · Xinhua Zhang · Zexuan Yan · Zhifeng Li · Sirui Han · Chenyang Qi · Qifeng Chen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1408
LiveWeb-IE: A Benchmark For Online Web Information Extraction
In Poster Session 5 Pavilion 3
Seungbin Yang · Jihwan Kim · Jaemin Choi · Dongjin Kim · Soyoung Yang · ChaeHun Park · Jaegul Choo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4911
Adaptive Conformal Prediction via Mixture-of-Experts Gating Similarity
In Poster Session 5 Pavilion 4
Jingsen Kong ⋅ Wenlu Tang ⋅ Dezheng Kong ⋅ Linglong Kong ⋅ Guangren Yang ⋅ Bei Jiang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1407
Differential Fine-Tuning Large Language Models Towards Better Diverse Reasoning Abilities
In Poster Session 5 Pavilion 3
Xiaosong Yuan · Chen Shen · Shaotian Yan · kaiyuan liu · Xiaofeng Zhang · Sinan Fan · Liang Xie · Wenxiao Wang · Renchu Guan · Ying Wang · Jieping Ye
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1406
AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval
In Poster Session 5 Pavilion 3
Kai Zhang · Xinyuan Zhang · Ejaz Ahmed · Hongda Jiang · Caleb Kumar · Kai Sun · Zhaojiang Lin · Sanat Sharma · Shereen Oraby · AARON COLAK · Ahmed Aly · Anuj Kumar · Xiaozhong Liu · Xin Dong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4910
Align Once, Benefit Multilingually: Enforcing Multilingual Consistency for LLM Safety Alignment
In Poster Session 5 Pavilion 4
Yuyan Bu · Xiaohao Liu · ZhaoXing Ren · Yaodong Yang · Juntao Dai
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1405
ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge
In Poster Session 5 Pavilion 3
Zhilin Wang ⋅ Jaehun Jung ⋅ Ximing Lu ⋅ Shizhe Diao ⋅ Ellie Evans ⋅ Jiaqi Zeng ⋅ Pavlo Molchanov ⋅ Yejin Choi ⋅ Jan Kautz ⋅ Yi Dong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4909
AMemGym: Interactive Memory Benchmarking for Assistants in Long-Horizon Conversations
In Poster Session 5 Pavilion 4
Cheng Jiayang · Dongyu Ru · Lin Qiu · Yiyang Li · Xuezhi Cao · Yangqiu Song · Xunliang Cai
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1404
Unmasking Backdoors: An Explainable Defense via Gradient-Attention Anomaly Scoring for Pre-trained Language Models
In Poster Session 5 Pavilion 3
Anindya Sundar Das ⋅ Kangjie Chen ⋅ Monowar Bhuyan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4908
Beyond Magnitude: Leveraging Direction of RLVR Updates for LLM Reasoning
In Poster Session 5 Pavilion 4
Kexin Huang · Haoming Meng · Junkang Wu · Jinda Lu · Chiyu Ma · Ziqian Chen · xue wang · Bolin Ding · Jiancan Wu · Xiang Wang · Xiangnan He · Guoyin Wang · Jingren Zhou
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4907
On the Predictive Power of Representation Dispersion in Language Models
In Poster Session 5 Pavilion 4
Yanhong Li · Ming Li · Karen Livescu · Jiawei Zhou
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1403
Non-Collaborative User Simulators for Tool Agents
In Poster Session 5 Pavilion 3
Jeonghoon Shim ⋅ Woojung Song ⋅ Cheyon Jin ⋅ Seungwon KooK ⋅ Yohan Jo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1402
TVTSyn: Content-Synchronous Time-Varying Timbre for Streaming Voice Conversion and Anonymization
In Poster Session 5 Pavilion 3
Waris Quamer · Mu-Ruei Tseng · Ghady Nasrallah · Ricardo Gutierrez-Osuna
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4906
Terminal Velocity Matching
In Poster Session 5 Pavilion 4
Linqi Zhou · Mathias Parger · Ayaan Haque · Jiaming Song
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1401
PERSONA: Dynamic and Compositional Inference-Time Personality Control via Activation Vector Algebra
In Poster Session 5 Pavilion 3
Xiachong Feng · Liang Zhao · Weihong Zhong · yichong huang · Yuxuan Gu · Lingpeng Kong · Xiaocheng Feng · Bing Qin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4905
Learning to Segment for Vehicle Routing Problems
In Poster Session 5 Pavilion 4
Wenbin Ouyang · Sirui Li · Yining Ma · Cathy Wu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4904
Latent Fourier Transform
In Poster Session 5 Pavilion 4
Mason Wang ⋅ Anna Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1501
Embedding-Based Context-Aware Reranker
In Poster Session 5 Pavilion 3
Ye Yuan · Mohammad Amin Shabani · Siqi Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4903
LongLive: Real-time Interactive Long Video Generation
In Poster Session 5 Pavilion 4
Shuai Yang · Wei Huang · Ruihang Chu · Yicheng Xiao · Yuyang Zhao · Xianbang Wang · Muyang Li · Enze Xie · YINGCONG CHEN · Yao Lu · Song Han · Yukang Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1502
Smarter Not Harder: Generative Process Evaluation with Intrinsic-Signal Driving and Ability‑Adaptive Reward Shaping
In Poster Session 5 Pavilion 3
Tao He · Rongchuan Mu · Lizi Liao · Yixin Cao · Yang Li · Yijia Luo · Weixun Wang · Ming Liu · Bing Qin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1503
CoT Vectors: Transferring and Probing the Reasoning Mechanisms of LLMs
In Poster Session 5 Pavilion 3
Li Li · Ziyi Wang · Yongliang Wu · Jianfei Cai · xu yang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4902
Distribution-Aware Multi-Granularity Phase Coding: Towards Lower Conversion Error for Spike-Driven Large Language Models
In Poster Session 5 Pavilion 4
Hanyuan Zheng · Haozhen Zhang · Tianshuo Chen · Zhaogeng Liu · Yi Chang · Bin Gu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4901
Robust Decision-Making with Partially Calibrated Forecasters
In Poster Session 5 Pavilion 4
Shayan Kiyani · Hamed Hassani · George Pappas · Aaron Roth
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1504
Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models
In Poster Session 5 Pavilion 3
Yinjie Wang · Ling Yang · Bowen Li · Ye Tian · Ke Shen · Mengdi Wang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5001
Learning to Reason over Continuous Tokens with Reinforcement Learning
In Poster Session 5 Pavilion 4
Yiran Zhao · Yuhui Xu · Doyen Sahoo · Caiming Xiong · Junnan Li
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1505
Beyond Markovian Drifts: Action-Biased Geometric Walks with Memory for Personalized Summarization
In Poster Session 5 Pavilion 3
Parthiv Chatterjee ⋅ Asish Batha ⋅ Tashvi patel ⋅ Sourish Dasgupta ⋅ Tanmoy Chakraborty
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5002
Slicing Wasserstein over Wasserstein via Functional Optimal Transport
In Poster Session 5 Pavilion 4
Moritz Piening · Robert Beinert
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1506
Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration
In Poster Session 5 Pavilion 3
Yijia Shao · Vinay Samuel · Yucheng Jiang · John Yang · Diyi Yang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1507
Dyna-Mind: Learning to Simulate from Experience for Better AI Agents
In Poster Session 5 Pavilion 3
Xiao Yu ⋅ Baolin Peng ⋅ Michel Galley ⋅ Hao Cheng ⋅ Qianhui Wu ⋅ Janardhan Kulkarni ⋅ Suman Nath ⋅ Zhou Yu ⋅ Jianfeng Gao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5003
SCI-Verifier: Scientific Verifier with Thinking
In Poster Session 5 Pavilion 4
Shenghe Zheng · Chenyu Huang · Fangchen Yu · Junchi Yao · Jingqi Ye · Tao Chen · Yun Luo · Ning Ding · LEI BAI · Ganqu Cui · Peng Ye
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1508
Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization
In Poster Session 5 Pavilion 3
Taeyoon Kwon ⋅ Dongwook Choi ⋅ Hyojun Kim ⋅ Sunghwan Kim ⋅ Seungjun Moon ⋅ Beong-woo Kwak ⋅ Kuan-Hao Huang ⋅ Jinyoung Yeo
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5004
Efficient Degradation-agnostic Image Restoration via Channel-Wise Functional Decomposition and Manifold Regularization
In Poster Session 5 Pavilion 4
Bin Ren · Yawei Li · Xu Zheng · Yuqian Fu · Danda Pani Paudel · Hong Liu · Ming-Hsuan Yang · Luc Van Gool · Nicu Sebe
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1509
LINGOLY-TOO: Disentangling Reasoning from Knowledge with Templatised Orthographic Obfuscation
In Poster Session 5 Pavilion 3
Jude Khouja ⋅ Lingyi Yang ⋅ Karolina Korgul ⋅ Simi Hellsten ⋅ Vlad A. Neacșu ⋅ Harry Mayne ⋅ Ryan Kearns ⋅ Andrew Bean ⋅ Adam Mahdi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5005
C-Evolve: Consensus-based Evolution for Prompt Groups
In Poster Session 5 Pavilion 4
Tiancheng Li · Yuhang Wang · Zhiyang Chen · Zijun Wang · Liyuan Ma · Guo-Jun Qi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1510
POEMetric: The Last Stanza of Humanity
In Poster Session 5 Pavilion 3
Bingru Li · Han Wang · Hazel Wilkinson
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5006
Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning
In Poster Session 5 Pavilion 4
Wenlong Deng · YI REN · Yushu Li · Boying Gong · Danica Sutherland · Xiaoxiao Li · Christos Thrampoulidis
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1511
SPARTA: Scalable and Principled Benchmark of Tree-Structured Multi-hop QA over Text and Tables
In Poster Session 5 Pavilion 3
Sungho Park ⋅ Jueun Kim ⋅ Wook-Shin Han
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5007
Statistical Guarantees for Offline Domain Randomization
In Poster Session 5 Pavilion 4
Arnaud Fickinger ⋅ Abderrahim Bendahi ⋅ Stuart Russell
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1512
GRO-RAG: Gradient-aware Re-rank Optimization for Multi-source Retrieval-Augmented Generation
In Poster Session 5 Pavilion 3
Siyuan Chen ⋅ Hang Ding ⋅ Xiaoyu Kang ⋅ Jiechao Gao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5008
STEM: SCALING TRANSFORMERS WITH EMBEDDING MODULES
In Poster Session 5 Pavilion 4
Ranajoy Sadhukhan · Sheng Cao · Harry Dong · Changsheng Zhao · Attiano Purpura-Pontoniere · Yuandong Tian · Zechun Liu · Beidi Chen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1513
AutoLibra: Agent Metric Induction from Open-Ended Human Feedback
In Poster Session 5 Pavilion 3
Hao Zhu ⋅ Phil Cuvin ⋅ Xinkai Yu ⋅ Charlotte Yan ⋅ Jason Zhang ⋅ Diyi Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3513
RLP: Reinforcement as a Pretraining Objective
In Poster Session 5 Pavilion 4
Ali Hatamizadeh ⋅ Syeda Nahida Akter ⋅ Shrimai Prabhumoye ⋅ Jan Kautz ⋅ Mostofa Patwary ⋅ Mohammad Shoeybi ⋅ Bryan Catanzaro ⋅ Yejin Choi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5009
MiSS: Revisiting the Trade-off in LoRA with an Efficient Shard-Sharing Structure
In Poster Session 5 Pavilion 4
Jiale Kang · Qingyu Yin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1514
Rewriting Pre-Training Data Boosts LLM Performance in Math and Code
In Poster Session 5 Pavilion 3
Kazuki Fujii · Yukito Tajima · Sakae Mizuki · Masaki Kawamura · Hinari Shimada · Taihei Shiotani · Koshiro Saito · Masanari Oi · Taishi Nakamura · Okamoto · Shigeki Ishida · Kakeru Hattori · Youmi Ma · Hiroya Takamura · Rio Yokota · Jun Sakuma · Naoaki Okazaki
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5010
MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
In Poster Session 5 Pavilion 4
Zhenting Wang · Qi Chang · Hemani Patel · Shashank Biju · Cheng-En Wu · Quan Liu · Aolin Ding · Alireza Rezazadeh · Ankit Parag Shah · Yujia Bao · Eugene Siow
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5011
In-Context Watermarks for Large Language Models
In Poster Session 5 Pavilion 4
Yepeng Liu · Xuandong Zhao · Christopher Kruegel · Dawn Song · Yuheng Bu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1515
FeatureBench: Benchmarking Agentic Coding for Complex Feature Development
In Poster Session 5 Pavilion 3
Qixing Zhou · JiaCheng Zhang · Haiyang Wang · Rui Hao · Jiahe Wang · Minghao Han · Yuxue Yang · Shuzhe Wu · Feiyang Pan · Lue Fan · Dandan Tu · Zhaoxiang Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5012
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse–Linear Attention
In Poster Session 5 Pavilion 4
Jintao Zhang · Haoxu Wang · Kai Jiang · Shuo Yang · Kaiwen Zheng · Haocheng Xi · Ziteng Wang · Hongzhou Zhu · Min Zhao · Ion Stoica · Joseph E Gonzalez · Jianfei Chen · Jun Zhu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1516
A$^2$FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning
In Poster Session 5 Pavilion 3
Qianben Chen · Jingyi Cao · Jiayu Zhang · Tianrui Qin · LiXiaowan · Zhu · Dingfeng Shi · He Zhu · Minghao Liu · Xiaobo Liang · Ge Zhang · Jian Yang · Yuchen Jiang · Wangchunshu Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5013
How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images
In Poster Session 5 Pavilion 4
Guimeng Liu · Tianze Yu · Somayeh Ebrahimkhani · Shawn Lin · Kok Pin Ng · Man Cheung
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1517
StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs
In Poster Session 5 Pavilion 3
Yuhan Song ⋅ Linhao Zhang ⋅ Chuhan Wu ⋅ Aiwei Liu ⋅ Wei Jia ⋅ Houfeng Wang ⋅ Zhou Xiao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1518
KnowProxy: Adapting Large Language Models by Knowledge-guided Proxy
In Poster Session 5 Pavilion 3
Gukhyeon Lee ⋅ Yeachan Kim ⋅ SANGKEUN LEE
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5014
Comparing the learning dynamics of in-context learning and fine-tuning in language models
In Poster Session 5 Pavilion 4
Basile Confavreux · Aaditya Singh · Jin Hwa Lee · Amaury Sabran · Andrew Saxe
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5015
CE-Nav: Flow-Guided Reinforcement Refinement for Cross-Embodiment Local Navigation
In Poster Session 5 Pavilion 4
Kai Yang · Tianlin Zhang · Zhengbo Wang · Zedong Chu · Xiaolong Wu · Yang Cai · Mu Xu
[ Poster]  [ OpenReview] 
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1519
Heuristic-Based Ideation for Guiding LLMs Toward Structured Creativity
In Poster Session 5 Pavilion 3
Xiao Liu ⋅ Haokun Liu ⋅ Chenhao Tan
[ OpenReview] 
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1520
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs
In Poster Session 5 Pavilion 3
Jialin Yang · Dongfu Jiang · Tony He · Sherman Siu · Yuxuan Zhang · Disen Liao · Zhuofeng Li · Huaye Zeng · Yiming Jia · Haozhe Wang · Benjamin Schneider · Chi Ruan · Wentao Ma · Zhiheng Lyu · Yifei Wang · Yi Lu · Quy Duc Do · Ziyan Jiang · Ping Nie · Wenhu Chen
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5016
Hallucination Reduction with CASAL: Contrastive Activation Steering for Amortized Learning
In Poster Session 5 Pavilion 4
Wannan Yang · Xinchi Qiu · Lei Yu · Yuchen Zhang · Aobo Yang · Narine Kokhlikyan · Nicola Cancedda · Diego Garcia-Olano
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5017
Fair Reinforcement Learning for Just AI
In Poster Session 5 Pavilion 4
Ezgi Korkmaz
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1521
Learning From the Past with Cascading Eligibility Traces
In Poster Session 5 Pavilion 3
Tokiniaina Raharison Ralambomihanta · Ivan Anokhin · Roman Pogodin · Samira Ebrahimi Kahou · Jonathan Cornford · Blake A Richards
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5018
Reliable Weak-to-Strong Monitoring of LLM Agents
In Poster Session 5 Pavilion 4
Neil Kale ⋅ Chen Bo Calvin Zhang ⋅ Kevin Zhu ⋅ Ankit Aich ⋅ Paula Rodriguez ⋅ Christina Knight ⋅ Zifan Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1522
Evolution and compression in LLMs: on the emergence of human-aligned categorization
In Poster Session 5 Pavilion 3
Nathaniel Imel ⋅ Noga Zaslavsky
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1523
Inferring brain plasticity rule under long-term stimulation with structured recurrent dynamics
In Poster Session 5 Pavilion 3
Zhichao Liang · Jingzhe Lin · Xinyi Li · Guanyi Zhao · Quanying Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5118
SpatialHand: Generative Object Manipulation from 3D Prespective
In Poster Session 5 Pavilion 4
zehan wang · Jialei Wang · Siyu Chen · Ziang Zhang · Luping Liu · Xize Cheng · Kaihang Pan · Hengshuang Zhao · Zhou Zhao
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5117
RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation
In Poster Session 5 Pavilion 4
Jane Luo · Xin Zhang · Steven Liu · Jie Wu · Jianfeng Liu · Yiming Huang · Yangyu Huang · Chengyu Yin · Ying Xin · Yuefeng Zhan · Hao Sun · Qi Chen · Scarlett Li · Mao Yang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1524
Estimating Dimensionality of Neural Representations from Finite Samples
In Poster Session 5 Pavilion 3
Chanwoo Chun · Abdulkadir Canatar · SueYeon Chung · Daniel Lee
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1525
The Human Brain as a Dynamic Mixture of Expert Models in Video Understanding
In Poster Session 5 Pavilion 3
Christina Sartzetaki · Anne Zonneveld · Pablo Oyarzo · Alessandro Gifford · Radoslaw Cichy · Pascal Mettes · Iris Groen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5116
Jailbreak Transferability Emerges from Shared Representations
In Poster Session 5 Pavilion 4
Rico Angell · Jannik Brinkmann · He He
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5115
Improved Adversarial Diffusion Compression for Real-World Video Super-Resolution
In Poster Session 5 Pavilion 4
Bin Chen · Weiqi Li · Shijie Zhao · Xuanyu Zhang · Junlin Li · Li zhang · Jian Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1526
Towards Interpretable Visual Decoding with Attention to Brain Representations
In Poster Session 5 Pavilion 3
Pinyuan Feng · Hossein Adeli · Wenxuan Guo · Fan Cheng · Ethan Hwang · Nikolaus Kriegeskorte
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1626
CerebraGloss: Instruction-Tuning a Large Vision-Language Model for Fine-Grained Clinical EEG Interpretation
In Poster Session 5 Pavilion 3
Wei Gu · Tianming Luo · Qiran Zhang · Mohan Ye · Xiao Shen · Wenxin Chen · Yunhuan Li · Yichen Zhang · Jing Hong · Bao-liang Lu · Wei-Long Zheng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5114
InclusiveVidPose: Bridging the Pose Estimation Gap for Individuals with Limb Deficiencies in Video-Based Motion
In Poster Session 5 Pavilion 4
Heming Du · Jiaying Ying · Sen Wang · Xue Li · Kaihao Zhang · Xin Yu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5113
Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM
In Poster Session 5 Pavilion 4
Tianyi Wu · Xiaoxi Sun · Yanhua Jiao · Yulin Li · Yixin Chen · Yun-Hao Cao · Yi-Qi Hu · Zhuotao Tian
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1625
CogMoE: Signal-Quality–Guided Multimodal MoE for Cognitive Load Prediction
In Poster Session 5 Pavilion 3
Aamir Shah · Yu Wen · Renjie Hu · Jiefu Chen · Jose Contreras-Vidal · Xuqing Wu · Xin Fu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1624
Convex Efficient Coding
In Poster Session 5 Pavilion 3
Will Dorrell · Peter Latham · James Whittington
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5112
Extending the Context of Pretrained LLMs by Dropping Their Positional Embedding
In Poster Session 5 Pavilion 4
Yoav Gelberg · Koshi Eguchi · Takuya Akiba · Edoardo Cetin
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5111
The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images without Any 3D Knowledge
In Poster Session 5 Pavilion 4
Haoru Wang · Kai Ye · Minghan Qin · Yangyan Li · Wenzheng Chen · Baoquan Chen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1623
Setting up for failure: automatic discovery of the neural mechanisms of cognitive errors
In Poster Session 5 Pavilion 3
Puria Radmard · Paul Bays · Máté Lengyel
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1622
A Cognitive Process-Inspired Architecture for Subject-Agnostic Brain Visual Decoding
In Poster Session 5 Pavilion 3
Jingyu Lu · Haonan Wang · Qixiang ZHANG · Xiaomeng Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5110
A Brain Graph Foundation Model: Pre-Training and Prompt-Tuning across Broad Atlases and Disorders
In Poster Session 5 Pavilion 4
Xinxu Wei · Kanhao Zhao · Yong Jiao · Lifang He · Yu Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1621
Is This Just Fantasy? Language Model Representations Reflect Human Judgments of Event Plausibility
In Poster Session 5 Pavilion 3
Michael Lepori · Jennifer Hu · Ishita Dasgupta · Roma Patel · Thomas Serre · Ellie Pavlick
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5109
Near-Optimal Second-Order Guarantees for Model-Based Adversarial Imitation Learning
In Poster Session 5 Pavilion 4
Shangzhe Li · Dongruo Zhou · Weitong Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1620
HEEGNet: Hyperbolic Embeddings for EEG
In Poster Session 5 Pavilion 3
Shanglin Li ⋅ Chu Shiwen ⋅ Okan Koc ⋅ Yi Ding ⋅ Qibin Zhao ⋅ Motoaki Kawanabe ⋅ Ziheng Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5108
WholeBodyVLA: Towards Unified Latent VLA for Whole-body Loco-manipulation Control
In Poster Session 5 Pavilion 4
Haoran Jiang · Jin Chen · Qingwen Bu · Li Chen · Modi Shi · Yanjie Zhang · Delong Li · Chuanzhe Suo · wang chuang · zhihui peng · Hongyang Li
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1619
Discovering alternative solutions beyond the simplicity bias in recurrent neural networks
In Poster Session 5 Pavilion 3
William Qian ⋅ Cengiz Pehlevan
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5107
References Improve LLM Alignment in Non-Verifiable Domains
In Poster Session 5 Pavilion 4
Kejian Shi · Yixin Liu · Peifeng Wang · Alexander Fabbri · Shafiq Joty · Arman Cohan
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5106
Video-STAR: Reinforcing Open-Vocabulary Action Recognition with Tools
In Poster Session 5 Pavilion 4
Zhenlong Yuan · Xiangyan Qu · Chengxuan Qian · Rui Chen · Jing Tang · Lei Sun · Xiangxiang Chu · Dapeng Zhang · Yiwei Wang · Yujun Cai · Shuo Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1618
Musculoskeletal simulation of limb movement biomechanics in Drosophila melanogaster
In Poster Session 5 Pavilion 3
Pembe Gizem Özdil ⋅ Chuanfang Ning ⋅ Jasper Phelps ⋅ Sibo Wang-Chen ⋅ Guy Elisha ⋅ Auke Ijspeert ⋅ Pavan Ramdya
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1617
Are EEG Foundation Models Worth It? Comparative Evaluation with Traditional Decoders in Diverse BCI Tasks
In Poster Session 5 Pavilion 3
Liuyin Yang ⋅ Qiang Sun ⋅ Ang Li ⋅ Marc Van Hulle
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5105
Empowering LLM Tool Invocation with Tool-call Reward Model
In Poster Session 5 Pavilion 4
Da Ma ⋅ Ziyue Yang ⋅ Hongshen Xu ⋅ Haotian Fang ⋅ Kai Yu ⋅ Lu Chen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1616
A foundation model with multi-variate parallel attention to generate neuronal activity
In Poster Session 5 Pavilion 3
Francesco Carzaniga ⋅ Michael Hersche ⋅ Abu Sebastian ⋅ Kaspar Schindler ⋅ Abbas Rahimi
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5104
AutoDrive-R²: Incentivizing Reasoning and Self-Reflection Capacity for VLA Model in Autonomous Driving
In Poster Session 5 Pavilion 4
Zhenlong Yuan · Chengxuan Qian · Jing Tang · Rui Chen · Zijian Song · Lei Sun · Xiangxiang Chu · Yujun Cai · Dapeng Zhang · Shuo Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1615
Pitfalls in Evaluating Language Model Forecasters
In Poster Session 5 Pavilion 3
Daniel Paleka · Shashwat Goel · Jonas Geiping · Florian Tramer
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5103
CARD: Towards Conditional Design of Multi-agent Topological Structures
In Poster Session 5 Pavilion 4
Tongtong Wu · Yanming Li · Ziye Tang · Chen Jiang · Linhao Luo · Guilin Qi · Shirui Pan · Gholamreza Haffari
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5102
Semi-Parametric Contextual Pricing with General Smoothness
In Poster Session 5 Pavilion 4
Yuxuan Han · Xiaocong Xu · Yuxiao Wen · Yanjun Han · Ilan Lobel · Zhengyuan Zhou
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1614
Entropy-Guided Dynamic Tokens for Graph-LLM Alignment in Molecular Understanding
In Poster Session 5 Pavilion 3
Zihao Jing ⋅ Qiuhao Zeng ⋅ Ruiyi Fang ⋅ Yan Sun ⋅ Boyu Wang ⋅ Pingzhao Hu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1613
xRFM: Accurate, scalable, and interpretable feature learning models for tabular data
In Poster Session 5 Pavilion 3
Daniel Beaglehole · David Holzmüller · Adityanarayanan Radhakrishnan · Misha Belkin
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5101
Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games
In Poster Session 5 Pavilion 4
Dongmin Park · Minkyu Kim · Beongjun Choi · Junhyuck Kim · Keon Lee · Jonghyun Lee · Inkyu Park · ByeongUk Lee · Jaeyoung Hwang · JAEWOO AHN · Ameya Mahabaleshwarkar · Bilal Kartal · Pritam Biswas · Yoshi Suhara · Kangwook Lee · Jaewoong Cho
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1612
Enhancing Generative Auto-bidding with Offline Reward Evaluation and Policy Search
In Poster Session 5 Pavilion 3
Zhiyu Mou · Yiqin Lv · Miao Xu · Qi Wang · Yixiu Mao · Jinghao Chen · Qichen Ye · Chao Li · Rongquan Bai · Chuan Yu · Jian Xu · Bo Zheng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5201
MobileLLM-R1: Exploring the Limits of Sub-Billion Language Model Reasoners with Open Training Recipes
In Poster Session 5 Pavilion 4
Changsheng Zhao · Ernie Chang · Zechun Liu · Chia-Jung Chang · Wei Wen · Chen Lai · Sheng Cao · Yuandong Tian · Raghuraman Krishnamoorthi · Yangyang Shi · Vikas Chandra
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5202
R1-Code-Interpreter: LLMs Reason with Code via Supervised and Multi-stage Reinforcement Learning
In Poster Session 5 Pavilion 4
Yongchao Chen · Yueying Liu · Junwei Zhou · Yilun Hao · Jingquan Wang · Yang Zhang · Na Li · Chuchu Fan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1611
SK2Decompile: LLM-based Two-Phase Binary Decompilation from Skeleton to Skin
In Poster Session 5 Pavilion 3
hanzhuo Tan · Weihao Li · Xiaolong Tian · Siyi Wang · Jiaming Liu · Jing Li · Yuqun Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1610
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
In Poster Session 5 Pavilion 3
Zhishang Xiang · Chuanjie Wu · Qinggang Zhang · Shengyuan Chen · Zijin Hong · Xiao Huang · Jinsong Su
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5203
Gradient-Normalized Smoothness for Optimization with Approximate Hessians
In Poster Session 5 Pavilion 4
Andrei Semenov · Martin Jaggi · Nikita Doikov
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5204
Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better
In Poster Session 5 Pavilion 4
Ji Zhao · Shitong Shao · Yufei Gu · Xun Zhou · liang xiang · Zeke Xie
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1609
ASSESS: A Semantic and Structural Evaluation Framework for Statement Similarity
In Poster Session 5 Pavilion 3
Xiaoyang Liu · Tao Zhu · Zineng Dong · Yuntian Liu · Guo qingfeng · Liu ZhaoXuan · Yu Chen · Tao Luo
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5205
Rethinking Causal Mask Attention for Vision-Language Inference
In Poster Session 5 Pavilion 4
Xiaohuan Pei · Tao Huang · Yanxiang Ma · Chang Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5206
BideDPO: Conditional Image Generation with Simultaneous Text and Condition Alignment
In Poster Session 5 Pavilion 4
Dewei Zhou · Mingwei Li · Zongxin Yang · Yu Lu · Yunqiu Xu · Zhizhong Wang · Zeyi Huang · Yi Yang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1607
How Many Code and Test Cases Are Enough? Evaluating Test Cases Generation from a Binary-Matrix Perspective
In Poster Session 5 Pavilion 3
Xianzhen Luo · JinYang Huang · Wenzhen Zheng · Qingfu Zhu · Mingzheng Xu · Yiheng Xu · YuanTao Fan · Wanxiang Che
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5207
Conditional Advantage Estimation for Reinforcement Learning in Large Reasoning Models
In Poster Session 5 Pavilion 4
Guanxu Chen · Yafu Li · Yuxian Jiang · Chen Qian · Qihan Ren · Jingyi Yang · Yu Cheng · Dongrui Liu · Jing Shao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1606
Trade in Minutes! Rationality-Driven Agentic System for Quantitative Financial Trading
In Poster Session 5 Pavilion 3
Zifan Song · Kaitao Song · Guosheng Hu · Ding Qi · Junyao Gao · Xiaohua Wang · Dongsheng Li · Cai Zhao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1605
Experience-based Knowledge Correction for Robust Planning in Minecraft
In Poster Session 5 Pavilion 3
Seungjoon Lee ⋅ Suhwan Kim ⋅ Minhyeon Oh ⋅ Youngsik Yoon ⋅ Jungseul Ok
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5208
Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning
In Poster Session 5 Pavilion 4
Egor Cherepanov · Nikita Kachaev · Alexey Kovalev · Aleksandr Panov
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1604
SmartChunk Retrieval: Query-Aware Chunk Compression with Planning for Efficient Document RAG
In Poster Session 5 Pavilion 3
Xuechen Zhang · Koustava Goswami · Samet Oymak · Jiasi Chen · Nedim Lipka
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5209
RATE-DISTORTION OPTIMIZED PRAGMATIC COMMUNICATION FOR COLLABORATIVE PERCEPTION
In Poster Session 5 Pavilion 4
Genjia Liu · Anning Hu · Yue Hu · Wenjun Zhang · Siheng Chen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1603
HAMLET: A Hierarchical and Adaptive Multi-Agent Framework for Live Embodied Theatrics
In Poster Session 5 Pavilion 3
Shufan Jiang · Sizhou Chen · Chi Zhang · Xiao-Lei Zhang · Xuelong Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5210
TEMPFLOW-GRPO: WHEN TIMING MATTERS FOR GRPO IN FLOW MODELS
In Poster Session 5 Pavilion 4
Xiaoxuan He · Siming Fu · Yuke Zhao · Wanli Li · Jian Yang · Dacheng Yin · Fengyun Rao · Bo Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1602
CoDA: Agentic Systems for Collaborative Data Visualization
In Poster Session 5 Pavilion 3
Zichen Chen · Jiefeng Chen · Sercan Arik · Misha Sra · Tomas Pfister · Jinsung Yoon
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5211
RAG4DMC: Retrieval-Augmented Generation for Data-Level Modality Completion
In Poster Session 5 Pavilion 4
Ningxin He · Yongheng Deng · Sheng Yue · Yongjian Fu · Zhangzehui · Tiegang Gao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5212
Diffusion Language Models are Provably Optimal Parallel Samplers
In Poster Session 5 Pavilion 4
Haozhe Jiang · Nika Haghtalab · Lijie Chen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1601
SemHiTok: A Unified Image Tokenizer via Semantic-Guided Hierarchical Codebook for Multimodal Understanding and Generation
In Poster Session 5 Pavilion 3
Zisheng Chen · Chunwei Wang · Runhui Huang · Hongbin Xu · Xiuwei Chen · Jun Zhou · Jianhua Han · Hang Xu · Xiaodan Liang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5213
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
In Poster Session 5 Pavilion 4
Shansan Gong · Ruixiang Zhang · Huangjie Zheng · Jiatao Gu · Navdeep Jaitly · Lingpeng Kong · Yizhe Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#306
Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval and Synthesis for SLMs
In Poster Session 5 Pavilion 3
Shreyas Singh ⋅ Kunal Singh ⋅ Pradeep Moturi
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1701
WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality
In Poster Session 5 Pavilion 3
Chunyang Li ⋅ Yilun Zheng ⋅ Xinting Huang ⋅ Tianqing Fang ⋅ Jiahao Xu ⋅ Lihui Chen ⋅ Yangqiu Song ⋅ Winston Hu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1702
Lean Finder: Semantic Search for Mathlib That Understands User Intents
In Poster Session 5 Pavilion 3
Jialin Lu ⋅ Kye Emond ⋅ Kaiyu Yang ⋅ Swarat Chaudhuri ⋅ Weiran Sun ⋅ Wuyang Chen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5214
Pusa V1.0: Unlocking Temporal Control in Pretrained Video Diffusion Models via Vectorized Timestep Adaptation
In Poster Session 5 Pavilion 4
Yaofang Liu · Yumeng REN · Aitor Artola · Yuxuan Hu · Xiaodong Cun · Xiaotong Zhao · Alan Zhao · Raymond Chan · Suiyun Zhang · Rui Liu · Dandan Tu · Jean-michel Morel
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#116
Control Tax: The Price of Keeping AI in Check
In Poster Session 5 Pavilion 3
Mikhail Terekhov ⋅ Zhen Liu ⋅ Caglar Gulcehre ⋅ Samuel Albanie
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1703
Retro*: Optimizing LLMs for Reasoning-Intensive Document Retrieval
In Poster Session 5 Pavilion 3
Junwei Lan · Jianlyu Chen · Zheng Liu · Chaofan Li · Siqi Bao · Defu Lian
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5215
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
In Poster Session 5 Pavilion 4
Chengyue Wu · Hao Zhang · Shuchen Xue · Zhijian Liu · Shizhe Diao · Ligeng Zhu · Ping Luo · Song Han · Enze Xie
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1704
LoC-Decomp: LLM Autoformalization via Logical Concept Decomposition and Iterative Feedback Correction
In Poster Session 5 Pavilion 3
jiangze shi · Zhiwei Zhang · Baoquan Ma · Shuai Zhao · Ye Yuan · Guoren Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5216
Deforming Videos to Masks: Flow Matching for Referring Video Segmentation
In Poster Session 5 Pavilion 4
zanyi wang · Dengyang Jiang · Liuzhuozheng Li · Sizhe Dang · Chengzu Li · Harry Yang · Guang Dai · Mengmeng Wang · Jingdong Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1705
Persona Features Control Emergent Misalignment
In Poster Session 5 Pavilion 3
Miles Wang · Tom Dupre la Tour · Olivia Watkins · Aleksandar Makelov · Ryan Chi · Samuel Miserendino · Jeffrey Wang · Achyuta Rajaram · Johannes Heidecke · Tejal Patwardhan · Daniel Mossing
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5217
Can LLMs Move Beyond Short Exchanges to Realistic Therapy Conversations?
In Poster Session 5 Pavilion 4
Zhengqing Yuan · Liang Wu · Jian Xu · Zheyuan Zhang · Kaiwen Shi · Weixiang Sun · Lichao Sun · Yanfang Ye
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1706
Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
In Poster Session 5 Pavilion 3
Shaokun Zhang · Yi Dong · Jieyu Zhang · Jan Kautz · Bryan Catanzaro · Andrew Tao · Qingyun Wu · Zhiding Yu · Guilin Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5218
On The Geometry and Topology of Representations: the Manifolds of Modular Addition
In Poster Session 5 Pavilion 4
Gabriela Moisescu-Pareja · Gavin McCracken · Harley Wiltzer · Colin Daniels · Vincent Létourneau · Doina Precup · Jonathan Love
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1707
Reducing Semantic Mismatch in Brain-to-Text Decoding Through Personalized Multimodal Masking
In Poster Session 5 Pavilion 3
Jiaxuan Chen · Yu Qi · Yueming Wang · Gang Pan
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5318
CyberGym: Evaluating AI Agents' Real-World Cybersecurity Capabilities at Scale
In Poster Session 5 Pavilion 4
ZHUN WANG · Tianneng Shi · Jingxuan He · Matthew Cai · Jialin Zhang · Dawn Song
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5317
SynCoGen: Synthesizable 3D Molecule Generation via Joint Reaction and Coordinate Modeling
In Poster Session 5 Pavilion 4
Andrei Rekesh · Miruna Cretu · Dmytro Shevchuk · Pietro Lio · Robert Batey · Mike Tyers · Michał Koziarski · Chenghao Liu
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1708
Reconciling Visual Perception and Generation in Diffusion Models
In Poster Session 5 Pavilion 3
Liulei Li · Yi Yang · Wenguan Wang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1709
SAIL: Self-Amplified Iterative Learning for Diffusion Model Alignment with Minimal Human Feedback
In Poster Session 5 Pavilion 3
Xiaoxuan He · Siming Fu · Wanli Li · Zhiyuan Li · Dacheng Yin · Kang Rong · Fengyun Rao · Bo Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5316
Disco: Densely-overlapping Cell Instance Segmentation via Adjacency-aware Collaborative Coloring
In Poster Session 5 Pavilion 4
Rui Sun · Yiwen Yang · Kaiyu Guo · Chen Jiang · Dongli Xu · Zhaonan Liu · Tan Pan · LIMEI HAN · Xue Jiang · Wu Wei · Yuan Cheng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1710
Activation Steering with a Feedback Controller
In Poster Session 5 Pavilion 3
Dung Viet Nguyen · Yen Pham · Hieu Vu · Lei Zhang · Tan Nguyen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5315
AutoSP: Unlocking Long-Context LLM Training Via Compiler-Based Sequence Parallelism
In Poster Session 5 Pavilion 4
Ahan Gupta ⋅ Zhihao Wang ⋅ Neel Dani ⋅ Masahiro Tanaka ⋅ Olatunji Ruwase ⋅ Minjia Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1711
Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models
In Poster Session 5 Pavilion 3
Hao Wang · Licheng Pan · Yuan Lu · Zi Chan · Tianqiao Liu · Shuting He · Zhixuan Chu · Qingsong Wen · Haoxuan Li · Zhouchen Lin
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1712
Weak Correlations as the Underlying Principle for Linearization of Gradient-Based Learning Systems
In Poster Session 5 Pavilion 3
Ori Shem-ur · Khen Cohen · Yaron Oz
[ OpenReview] 
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5313
Square Peg, Round Hole: Plugging Non-Sequential Data into Sequential Language Models
In Poster Session 5 Pavilion 4
Julia Balla ⋅ Hannah Lawrence
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1713
Nesterov Finds GRAAL: Optimal and Adaptive Gradient Method for Convex Optimization
In Poster Session 5 Pavilion 3
Ekaterina Borodich · Dmitry Kovalev
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1714
What Matters for Batch Online Reinforcement Learning in Robotics?
In Poster Session 5 Pavilion 3
Perry Dong · Suvir Mirchandani · Dorsa Sadigh · Chelsea Finn
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1807
RAPID$^3$: Tri-Level Reinforced Acceleration Policies for Diffusion Transformer
In Poster Session 5 Pavilion 3
Wangbo Zhao · Yizeng Han · Zhiwei Tang · Jiasheng Tang · Pengfei Zhou · Kai Wang · Bohan Zhuang · Zhangyang Wang · Fan Wang · Yang You
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1715
Visual Jigsaw Post-Training Improves MLLMs
In Poster Session 5 Pavilion 3
Penghao Wu · Yushan Zhang · Haiwen Diao · Bo Li · Lewei Lu · Ziwei Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1716
OpenEstimate: Evaluating LLMs on Reasoning Under Uncertainty with Real-World Data
In Poster Session 5 Pavilion 3
Alana Marzoev · Jillian Ross · Jacob Andreas
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2004
Predicting Kernel Regression Learning Curves from Only Raw Data Statistics
In Poster Session 5 Pavilion 3
Dhruva Karkada ⋅ Joseph Turnbull ⋅ Yuxi Liu ⋅ James Simon
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2009
SuperMAN: Interpretable and Expressive Networks over Temporally Sparse Heterogeneous Data
In Poster Session 5 Pavilion 3
Andrea Zerio ⋅ Maya Bechler-Speicher ⋅ Maor Huri ⋅ Marie Vestergaard ⋅ Tine Jess ⋅ Ran Gilad-Bachrach ⋅ Samir Bhatt ⋅ Aleksejs Sazonovs
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1717
LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation
In Poster Session 5 Pavilion 3
Jiazheng Xing · Fei Du · Hangjie Yuan · Pengwei Liu · Hongbin Xu · Hai Ci · Ruigang Niu · Weihua Chen · Fan Wang · Yong Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1718
Scaling Atomistic Protein Binder Design with Generative Pretraining and Test-Time Compute
In Poster Session 5 Pavilion 3
Kieran Didi · Zuobai Zhang · Guoqing Zhou · Danny Reidenbach · Zhonglin Cao · Sooyoung Cha · Tomas Geffner · Christian Dallago · Jian Tang · Michael Bronstein · Martin Steinegger · Emine Kucukbenli · Arash Vahdat · Karsten Kreis
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1719
Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents
In Poster Session 5 Pavilion 3
Jenny Zhang · Shengran Hu · Cong Lu · Robert Lange · Jeff Clune
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1720
RMFlow: Refined Mean Flow by a Noise-Injection Step for Multimodal Generation
In Poster Session 5 Pavilion 3
Yuhao Huang · Shih-Hsin Wang · Andrea Bertozzi · Bao Wang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#504
Larger Datasets Can Be Repeated More: A Theoretical Analysis of Multi-Epoch Scaling in Linear Regression
In Poster Session 5 Pavilion 3
Tingkai Yan ⋅ Haodong Wen ⋅ Binghui Li ⋅ Kairong Luo ⋅ Wenguang Chen ⋅ Kaifeng Lyu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1721
Uni-NTFM: A Unified Foundation Model for EEG Signal Representation Learning
In Poster Session 5 Pavilion 3
Zhisheng Chen · Yingwei Zhang · Qizhen Lan · Tianyu Liu · Huacan Wang · Yi Ding · Ziyu Jia · Ronghao Chen · Kun Wang · XINLIANG ZHOU
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5310
Divide and Abstract: Autoformalization via Decomposition and Abstraction Learning
In Poster Session 5 Pavilion 4
Marcus Min ⋅ Yeqi Gao ⋅ Wilson Sy ⋅ Zhaoyu Li ⋅ Xujie Si ⋅ Osbert Bastani
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1722
Reinforcement Learning for Machine Learning Engineering Agents
In Poster Session 5 Pavilion 3
Sherry Yang · Joy He-Yueya · Percy Liang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1723
MuonBP: Faster Muon via Block-Periodic Orthogonalization
In Poster Session 5 Pavilion 3
Ahmed Khaled ⋅ Kaan Ozkara ⋅ Tao Yu ⋅ Mingyi Hong ⋅ Youngsuk Park
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1724
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
In Poster Session 5 Pavilion 3
Jiawei Gu ⋅ Yunzhuo Hao ⋅ Huichen Wang ⋅ Linjie Li ⋅ Michael Qizhe Shieh ⋅ Yejin Choi ⋅ Ranjay Krishna ⋅ Yu Cheng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1824
CircuitNet 3.0: A Multi-Modal Dataset with Task-Oriented Augmentation for AI-Driven Circuit Design
In Poster Session 5 Pavilion 3
Mingjun Wang · Yihan Wen · Yuntao Lu · Fengrui Liu · Yuxiang Zhao · Boyu Han · Jianan Mu · Yibo Lin · Runsheng Wang · Bei Yu · Huawei Li
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1823
Natural Language PDDL (NL-PDDL) for Open-world Goal-oriented Commonsense Regression Planning in Embodied AI
In Poster Session 5 Pavilion 3
Xiaotian Liu · Armin Toroghi · Jiazhou Liang · David Courtis · Ruiwen Li · Ali Pesaranghader · Jaehong Kim · Tanmana Sadhu · Hyejeong Jeon · Scott Sanner
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1822
MoSA: Mosaic Shared Adaptation of Large Language Models
In Poster Session 5 Pavilion 3
Xiequn Wang · Zhan ZHUANG · Shengda Luo · Yu Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1821
Poisson Midpoint Method for Log Concave Sampling: Beyond the Strong Error Lower Bounds
In Poster Session 5 Pavilion 3
Rishikesh Srinivasan · Dheeraj Nagaraj
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1820
A Tale of Two Geometries: Adaptive Optimizers and Non-Euclidean Descent
In Poster Session 5 Pavilion 3
Shuo Xie · Tianhao Wang · Beining Wu · Zhiyuan Li
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1819
Pyramid Patchification Flow for Visual Generation
In Poster Session 5 Pavilion 3
Hui Li · Baoyou Chen · Jiaye Li · Jingdong Wang · Siyu Zhu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1818
Sparsity Forcing: Reinforcing Token Sparsity of MLLMs
In Poster Session 5 Pavilion 3
Feng Chen · YEFEI HE · Lequan Lin · Jing Liu · Chenhui Gou · Bohan Zhuang · Qi Wu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1817
StochasTok: Improving Fine-Grained Subword Understanding in LLMs
In Poster Session 5 Pavilion 3
Anya Sims · Thomas Foster · T. Nguyen-Hien · Klara Kaleb · Joseph Lee · Jakob Foerster · Yee Whye Teh · Cong Lu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1816
Skirting Additive Error Barriers for Private Turnstile Streams
In Poster Session 5 Pavilion 3
Anders Aamand ⋅ Justin Chen ⋅ Sandeep Silwal
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1815
Cancer-Myth: Evaluating Large Language Models on Patient Questions with False Presuppositions
In Poster Session 5 Pavilion 3
Wang Zhu ⋅ Tian-qi Chen ⋅ Xinyan Yu ⋅ Ching Lin ⋅ Jade Law ⋅ Mazen Jizzini ⋅ Jorge Nieva ⋅ Ruishan Liu ⋅ Robin Jia
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1814
PERSISTENCE SPHERES: BI-CONTINUOUS REPRESENTATIONS OF PERSISTENCE DIAGRAMS.
In Poster Session 5 Pavilion 3
Matteo Pegoraro
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1813
Nasty Adversarial Training: A Probability Sparsity Perspective for Robustness Enhancement
In Poster Session 5 Pavilion 3
Yuhang Zhou · Zhongyun Hua · Zhaoquan Gu · Keke Tang · Rushi Lan · Yushu Zhang · Qing Liao · Leo Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1812
On Robustness of Vision-Language-Action Model against Multi-Modal Perturbations
In Poster Session 5 Pavilion 3
Jianing Guo · Zhenhong Wu · Chang Tu · Yiyao Ma · Xiangqi Kong · Zhiqian Liu · Jiaming Ji · Shuning Zhang · Yuanpei Chen · Kai Chen · Qi Dou · Yaodong Yang · Xianglong Liu · Huijie Zhao · Weifeng Lv · Simin Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1811
DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle
In Poster Session 5 Pavilion 3
Yuheng Tang · Kaijie Zhu · Bonan Ruan · Chuqi Zhang · Michael Yang · Hongwei Li · Suyue Guo · Tianneng Shi · Zekun Li · Christopher Kruegel · Giovanni Vigna · Dawn Song · William Wang · Lun Wang · Yangruibo Ding · Zhenkai Liang · Wenbo Guo
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1810
SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting
In Poster Session 5 Pavilion 3
Haomiao Qiu ⋅ Miao Zhang ⋅ Ziyue Qiao ⋅ Weili Guan ⋅ Min Zhang ⋅ Liqiang Nie
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1809
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
In Poster Session 5 Pavilion 3
Zijian Zhou · Ao Qu · Zhaoxuan Wu · Sunghwan Kim · Alok Prakash · Daniela Rus · Bryan Kian Hsiang Low · Paul Liang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1808
To Compress or Not? Pushing the Frontier of Lossless GenAI Model Weights Compression with Exponent Concentration
In Poster Session 5 Pavilion 3
Zeyu Yang · Tianyi Zhang · Jianwen Xie · Chuan Li · Zhaozhuo Xu · Anshumali Shrivastava
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1806
Cross-Modal Redundancy and the Geometry of Vision–Language Embeddings
In Poster Session 5 Pavilion 3
Grégoire DHIMOÏLA · Thomas Fel · Victor Boutin · Agustin Picard
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1805
AttTok: Marrying Attribute Tokens with Generative Pre-trained Vision-Language Models towards Medical Image Understanding
In Poster Session 5 Pavilion 3
Hualiang Wang · Xinyue Xu · Lehan Wang · Bin Pu · Xiaomeng Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1804
Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning
In Poster Session 5 Pavilion 3
Vaishnavi Shrivastava ⋅ Ahmed H Awadallah ⋅ Vidhisha Balachandran ⋅ Shivam Garg ⋅ Harkirat Behl ⋅ Dimitris Papailiopoulos
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1803
SketchEvo: Leveraging Drawing Dynamics for Enhanced Image Synthesis
In Poster Session 5 Pavilion 3
Zhixin Feng · Runan Yin · LAN YANG · Kaiyue Pang · Ke Li · Honggang Zhang · Yi-Zhe Song
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1802
NLI : Non-uniform Linear Interpolation Approximation of Nonlinear Operations for Efficient LLMs Inference
In Poster Session 5 Pavilion 3
Jiangyong Yu · Xiaomeng Han · Xing Hu · XUCHEN · Zhe jiang · Dawei Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1801
On Predictability of Reinforcement Learning Dynamics for Large Language Models
In Poster Session 5 Pavilion 3
Cai Yuchen · Ding Cao · Xin Xu · Zijun Yao · Yuqing Huang · Benyi Zhang · Zhenyu Tan · Guiquan Liu · Junfeng Fang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1901
Dichotomous Diffusion Policy Optimization
In Poster Session 5 Pavilion 3
Ruiming Liang · Yinan Zheng · Kexin ZHENG · Tianyi Tan · Jianxiong Li · Liyuan Mao · Zhihao Wang · Guang Chen · Hangjun Ye · Jingjing Liu · Jinqiao Wang · Xianyuan Zhan
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1902
OPRIDE: Efficient Offline Preference-based Reinforcement Learning via In-Dataset Exploration
In Poster Session 5 Pavilion 3
Yiqin Yang · Hao Hu · Yihuan Mao · Jin Zhang · Chengjie Wu · Yuhua Jiang · Xu Yang · Runpeng Xie · Yi Fan · Bo Liu · Yang Gao · Bo XU · Chongjie Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1903
Distilled Pretraining: A modern lens of Data, In-Context Learning and Test-Time Scaling
In Poster Session 5 Pavilion 3
Sachin Goyal · David Lopez-Paz · Kartik Ahuja
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1904
Consis-GCPO: Consistency-Preserving Group Causal Preference Optimization for Vision Customization
In Poster Session 5 Pavilion 3
Qiaoqiao Jin · Dong She · Siming Fu · Hualiang Wang · weihao zhou · Jidong Jiang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1905
Obscure but Effective: Classical Chinese Jailbreak Prompt Optimization via Bio-Inspired Search
In Poster Session 5 Pavilion 3
Xun Huang · Simeng Qin · Xiaoshuang Jia · Ranjie Duan · Huanqian Yan · Zhitao Zeng · Fei Yang · Yang Liu · Yang Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1906
Seesaw: Accelerating Training by Balancing Batch Size and Learning Rate Scheduling
In Poster Session 5 Pavilion 3
Alexandru Meterez · Depen Morwani · Jingfeng Wu · Costin-Andrei Oncescu · Cengiz Pehlevan · Sham Kakade
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1907
VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling
In Poster Session 5 Pavilion 3
Xinhao Li · Yi Wang · Jiashuo Yu · Xiangyu Zeng · Yuhan Zhu · Haian Huang · Jianfei Gao · Kunchang Li · Yinan He · Chenting Wang · Yu Qiao · Yali Wang · Limin Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1908
PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction For Continual Learning
In Poster Session 5 Pavilion 3
Simon Yu · Gang Li · Weiyan Shi · Peng Qi
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1909
SR-Scientist: Scientific Equation Discovery With Agentic AI
In Poster Session 5 Pavilion 3
Shijie Xia · Yuhan Sun · Pengfei Liu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1910
Rolling Forcing: Autoregressive Long Video Diffusion in Real Time
In Poster Session 5 Pavilion 3
Kunhao Liu · Wenbo Hu · Jiale Xu · Ying Shan · Shijian Lu
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1911
Tree-sliced Sobolev IPM
In Poster Session 5 Pavilion 3
Viet-Hoang Tran · Thanh Q. Tran · Thanh Chu · Duy-Tung Pham · Trung-Khang Tran · Tam Le · Tan Nguyen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1912
Hierarchical Encoding Tree with Modality Mixup for Cross-modal Hashing
In Poster Session 5 Pavilion 3
Zhiping Xiao · Junyu Luo · Hang Zhou · Yusheng Zhao · Xiao Luo · Pengyun Wang · Wei Ju · Siyu Heng · Ming Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1913
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization
In Poster Session 5 Pavilion 3
Haonian Ji · Shi Qiu · Siyang Xin · Siwei Han · Zhaorun Chen · Dake Zhang · Hongyi Wang · Huaxiu Yao
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1914
BaseReward: A Strong Baseline for Multimodal Reward Model
In Poster Session 5 Pavilion 3
YiFan Zhang · HaiHuaYang · Huanyu Zhang · Yang Shi · Zezhou Chen · Haochen Tian · Chaoyou Fu · Kai WU · Bo Cui · Xu Wang · Jianfei Pan · Haotian Wang · Zhang Zhang · Liang Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1915
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
In Poster Session 5 Pavilion 3
Zhenghai Xue · Longtao Zheng · Qian Liu · Yingru Li · Xiaosen Zheng · Zejun MA · Bo An
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1916
Taming Curvature: Architecture Warm-up for Stable Transformer Training
In Poster Session 5 Pavilion 3
Sameera Ramasinghe · Thalaiyasingam Ajanthan · Hadi Mohaghegh Dolatabadi · Chamin Hewa Koneputugodage · Gil Avraham · Violetta Shevchenko · Yan Zuo · Karol Pajak · Alexander Long
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1917
Scaling Agents via Continual Pre-training
In Poster Session 5 Pavilion 3
Liangcai Su ⋅ Zhen Zhang ⋅ Guangyu Li ⋅ Zhuo Chen ⋅ Chenxi Wang ⋅ Maojia Song ⋅ Xinyu Wang ⋅ Kuan Li ⋅ Jialong Wu ⋅ Xuanzhong Chen ⋅ Zile Qiao ⋅ Zhongwang Zhang ⋅ Huifeng Yin ⋅ Shihao Cai ⋅ Runnan Fang ⋅ Zhengwei Tao ⋅ Wenbiao Yin ⋅ Rui Ye ⋅ Yong Jiang ⋅ Ningyu Zhang ⋅ Pengjun Xie ⋅ Fei Huang ⋅ Kai Ye ⋅ Kewei Tu ⋅ Chenxiong Qian ⋅ Jingren Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1918
LeRobot: An Open-Source Library for End-to-End Robot Learning
In Poster Session 5 Pavilion 3
Remi Cadene ⋅ Simon Alibert ⋅ Francesco Capuano ⋅ Michel Aractingi ⋅ Adil Zouitine ⋅ Pepijn Kooijmans ⋅ Jade Choghari ⋅ Martino Russi ⋅ Caroline Pascal ⋅ Steven Palma ⋅ Dana Aubakirova ⋅ Mustafa Shukor ⋅ Jess Moss ⋅ Alexander Soare ⋅ Quentin Lhoest ⋅ Quentin Gallouédec ⋅ Thomas Wolf
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1919
Q&C: When Quantization Meets Cache in Efficient Generation
In Poster Session 5 Pavilion 3
Xin Ding · Xin Li · Haotong Qin · Zhibo Chen
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1920
CLAUSE: Agentic Neuro-Symbolic Knowledge Graph Reasoning via Dynamic Learnable Context Engineering
In Poster Session 5 Pavilion 3
Yang Zhao · Chengxiao Dai · Wei Zhuo · Yue Xiu · Dusit Niyato
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1921
FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning
In Poster Session 5 Pavilion 3
LIANG HU · Jianpeng Jiao · Jiashuo Liu · Dongyuan Mutu · Yanle Ren · Zhoufutu Wen · Kaiyuan Zhang · Xuanliang Zhang · Xiang Gao · Tianci He · FEI HU · Yali Liao · Zaiyuan Wang · Jingkai Liu · Sun Daibin · Ziqing Zeng · zhiyuan zeng · Chenghao Yang · Qianyu Yang · Mingren Yin · Ge Zhang · Xinyi zhang · Xiying ZHAO · Zhu Zhenwei · Hongseok Namkoong · Wenhao Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1922
CoDA: From Text-to-Image Diffusion Models to Training-Free Dataset Distillation
In Poster Session 5 Pavilion 3
Letian Zhou · Songhua Liu · Xinchao Wang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1923
DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference
In Poster Session 5 Pavilion 3
Xiang Liu · Xuming Hu · Xiaowen Chu · Eunsol Choi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1924
R-WoM: Retrieval-augmented World Model For Computer-use Agents
In Poster Session 5 Pavilion 3
Kai Mei ⋅ Jiang Guo ⋅ Shuaichen Chang ⋅ Mingwen Dong ⋅ Dongkyu Lee ⋅ Xing Niu ⋅ Jiarong Jiang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2024
TrustJudge: Inconsistencies of LLM-as-a-Judge and How to Alleviate Them
In Poster Session 5 Pavilion 3
Yidong Wang · Yunze Song · Tingyuan Zhu · Xuanwang Zhang · Zhuohao Yu · Hao Chen · Chiyu Song · Qiufeng Wang · Zhen Wu · Xin-Yu Dai · Yue Zhang · Cunxiang Wang · Wei Ye · Shikun Zhang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2023
Joint Distribution–Informed Shapley Values for Sparse Counterfactual Explanations
In Poster Session 5 Pavilion 3
Lei You · Yijun Bian · Lele Cao
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2022
GTA1: GUI Test-time Scaling Agent
In Poster Session 5 Pavilion 3
Yan Yang · Dongxu Li · Yutong Dai · Yuhao Yang · Ziyang Luo · Zirui Zhao · Zhiyuan Hu · Junzhe Huang · Amrita Saha · Zeyuan Chen · Ran Xu · Liyuan Pan · Caiming Xiong · Junnan Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2021
Frozen Priors, Fluid Forecasts: Prequential Uncertainty for Low-Data Deployment with Pretrained Generative Models
In Poster Session 5 Pavilion 3
Fernando Ruiz-Mazo ⋅ Vikas Garg
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2020
Efficient Testing for Correlation Clustering: Improved Algorithms and Optimal Bounds
In Poster Session 5 Pavilion 3
Chengyuan Deng · Jie Gao · Songhua He · Chen Wang
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2019
How to Lose Inherent Counterfactuality in Reinforcement Learning
In Poster Session 5 Pavilion 3
Ezgi Korkmaz
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2018
Transformers as Measure-Theoretic Associative Memory: A Statistical Perspective and Minimax Optimality
In Poster Session 5 Pavilion 3
Ryotaro Kawata · Taiji Suzuki
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2017
Conformalized Survival Counterfactuals Prediction for General Right-Censored Data
In Poster Session 5 Pavilion 3
Sijie Ren ⋅ Meng Yan ⋅ Zhen Zhang ⋅ Xu Yinghui ⋅ Xinwei Sun
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2016
Cartridges: Lightweight and general-purpose long context representations via self-study
In Poster Session 5 Pavilion 3
Sabri Eyuboglu · Ryan Ehrlich · Simran Arora · Neel Guha · Dylan Zinsley · Emily Liu · Atri Rudra · James Y Zou · Azalia Mirhoseini · Christopher Re
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2015
Newton Method Revisited: Global Convergence Rates up to $O(1/k^3)$ for Stepsize Schedules and Linesearch Procedures
In Poster Session 5 Pavilion 3
Slavomir Hanzely · Farshed Abdukhakimov · Martin Takáč
[ Poster]  [ OpenReview] 
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2014
Generative AI Archaeology
In Poster Session 5 Pavilion 3
Desmond Elliott
[ OpenReview] 
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5314
Query-Level Uncertainty in Large Language Models
In Poster Session 5 Pavilion 4
Lihu Chen ⋅ Gerard de Melo ⋅ Fabian Suchanek ⋅ Gael Varoquaux
[ Poster]  [ OpenReview] 
Oral Session
Sat Apr 25 06:30 AM -- 08:00 AM (PDT) @ Amphitheater None
Oral Session 5A LLMs
Oral Session
Sat Apr 25 06:30 AM -- 08:00 AM (PDT) @ 201 A/B None
Oral Session 5B Video and scene generation
Oral Session
Sat Apr 25 06:30 AM -- 08:00 AM (PDT) @ 202 A/B None
Oral Session 5C Reinforcement learning II
Oral Session
Sat Apr 25 06:30 AM -- 08:00 AM (PDT) @ 203 A/B None
Oral Session 5D Learning dynamics and optimization III
Oral Session
Sat Apr 25 06:30 AM -- 08:00 AM (PDT) @ 204 A/B None
Oral Session 5E Learning in computer vision
Oral Session
Sat Apr 25 06:30 AM -- 08:00 AM (PDT) @ 201 C None
Oral Session 5F AI for science II
Poster Session
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 None
Poster Session 5 Pavilion 3
Poster Session
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 None
Poster Session 5 Pavilion 4
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) @ 203 A/B None
Characterizing the Discrete Geometry of ReLU Networks
In Oral Session 5D Learning dynamics and optimization III
Blake Gaines ⋅ Jinbo Bi
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) @ 201 C None
A Scalable Distributed Framework for Multimodal GigaVoxel Image Registration
In Oral Session 5F AI for science II
Rohit Jena ⋅ Vedant Zope ⋅ Pratik A Chaudhari ⋅ James Gee
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) @ 201 A/B None
Instilling an Active Mind in Avatars via Cognitive Simulation
In Oral Session 5B
Jianwen Jiang · Weihong Zeng · Zerong Zheng · Jiaqi Yang · Chao Liang · Wang Liao · Han Liang · Weifeng Chen · XING WANG · Yuan Zhang · Mingyuan Gao
[ OpenReview] 
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) @ 202 A/B None
TROLL: Trust Regions Improve Reinforcement Learning for Large Language Models
In Oral Session 5C Reinforcement learning II
Philipp Becker ⋅ Niklas Freymuth ⋅ Serge Thilges ⋅ Fabian Otto ⋅ Gerhard Neumann
[ OpenReview] 
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) @ Amphitheater None
On the Reasoning Abilities of Masked Diffusion Language Models
In Oral Session 5A LLMs
Anej Svete ⋅ Ashish Sabharwal
[ OpenReview] 
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) @ 204 A/B None
WAFT: Warping-Alone Field Transforms for Optical Flow
In Oral Session 5E
Yihan Wang · Jia Deng
[ OpenReview] 
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) @ Amphitheater None
Planner Aware Path Learning in Diffusion Language Models Training
In Oral Session 5A LLMs
Zhangzhi Peng ⋅ Zachary Bezemek ⋅ Jarrid Rector-Brooks ⋅ Shuibai Zhang ⋅ Michael Bronstein ⋅ Anru Zhang ⋅ Joey Bose ⋅ Alexander Tong
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) @ 201 C None
CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
In Oral Session 5F AI for science II
Shifeng Xie ⋅ Vasilii Feofanov ⋅ Jianfeng Zhang ⋅ Themis Palpanas ⋅ Ievgen Redko
[ OpenReview] 
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) @ 202 A/B None
Multiplayer Nash Preference Optimization
In Oral Session 5C Reinforcement learning II
Fang Wu ⋅ Xu Huang ⋅ Weihao Xuan ⋅ Zhiwei Zhang ⋅ Yijia Xiao ⋅ Frank Wan ⋅ Xiaomin Li ⋅ Bing Hu ⋅ Peng Xia ⋅ Jure Leskovec ⋅ Yejin Choi
[ OpenReview] 
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) @ 201 A/B None
FlashWorld: High-quality 3D Scene Generation within Seconds
In Oral Session 5B
Xinyang Li · Tengfei Wang · Zixiao Gu · Shengchuan Zhang · Chunchao Guo · Liujuan Cao
[ OpenReview] 
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) @ 203 A/B None
InfoNCE Induces Gaussian Distribution
In Oral Session 5D Learning dynamics and optimization III
Roy Betser ⋅ Eyal Gofer ⋅ Meir Yossef Levi ⋅ Guy Gilboa
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) @ 204 A/B None
InfoTok: Adaptive Discrete Video Tokenizer via Information-Theoretic Compression
In Oral Session 5E
Haotian Ye · Qiyuan He · Jiaqi Han · Puheng Li · Jiaojiao Fan · Zekun Hao · Fitsum Reda · Yogesh Balaji · Huayu Chen · Sheng Liu · Angela Yao · James Y Zou · Stefano Ermon · Haoxiang Wang · Ming-Yu Liu
[ OpenReview] 
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) @ 203 A/B None
Navigating the Latent Space Dynamics of Neural Models
In Oral Session 5D
Marco Fumero · Luca Moschella · Emanuele Rodolà · Francesco Locatello
[ OpenReview] 
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) @ 202 A/B None
The Art of Scaling Reinforcement Learning Compute for LLMs
In Oral Session 5C Reinforcement learning II
Devvrit Khatri ⋅ Lovish Madaan ⋅ Rishabh Tiwari ⋅ Rachit Bansal ⋅ Venkata Sai Surya Subramanyam Duvvuri ⋅ Manzil Zaheer ⋅ Inderjit Dhillon ⋅ David Brandfonbrener ⋅ Rishabh Agarwal
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) @ 201 A/B None
MotionStream: Real-Time Video Generation with Interactive Motion Controls
In Oral Session 5B Video and scene generation
Joonghyuk Shin ⋅ Zhengqi Li ⋅ Richard Zhang ⋅ Jun-Yan Zhu ⋅ Jaesik Park ⋅ Eli Shechtman ⋅ Xun Huang
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) @ Amphitheater None
Global Resolution: Optimal Multi-Draft Speculative Sampling via Convex Optimization
In Oral Session 5A LLMs
Rahul Thomas ⋅ Arka Pal
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) @ 204 A/B None
DTO-KD: Dynamic Trade-off Optimization for Effective Knowledge Distillation
In Oral Session 5E
Zeeshan Hayder · Ali Cheraghian · Lars Petersson · Mehrtash Harandi · Richard Hartley
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) @ 201 C None
Decentralized Attention Fails Centralized Signals: Rethinking Transformers for Medical Time Series
In Oral Session 5F AI for science II
Yu Guoqi ⋅ Juncheng Wang ⋅ Chen Yang ⋅ Jing Qin ⋅ Angelica Aviles-Rivero ⋅ Shujun Wang
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 07:18 AM -- 07:28 AM (PDT) @ 204 A/B None
AnyUp: Universal Feature Upsampling
In Oral Session 5E Learning in computer vision
Thomas Wimmer ⋅ Prune Truong ⋅ Marie-Julie Rakotosaona ⋅ Michael Oechsle ⋅ Federico Tombari ⋅ Bernt Schiele ⋅ Jan Eric Lenssen
[ OpenReview] 
Oral
Sat Apr 25 07:18 AM -- 07:28 AM (PDT) @ 201 C None
From movement to cognitive maps: recurrent neural networks reveal how locomotor development shapes hippocampal spatial coding
In Oral Session 5F AI for science II
Marco P Abrate ⋅ Laurenz Muessig ⋅ Joshua Bassett ⋅ Hui Tan ⋅ Francesca Cacucci ⋅ Thomas Wills ⋅ Caswell Barry
[ OpenReview] 
Oral
Sat Apr 25 07:18 AM -- 07:28 AM (PDT) @ 202 A/B None
To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models
In Oral Session 5C
Eran Malach · Omid Saremi · Sinead Williamson · Arwen Bradley · Aryo Lotfi · Emmanuel Abbe · Joshua Susskind · Etai Littwin
[ OpenReview] 
Oral
Sat Apr 25 07:18 AM -- 07:28 AM (PDT) @ Amphitheater None
Overcoming Joint Intractability with Lossless Hierarchical Speculative Decoding
In Oral Session 5A LLMs
Yuxuan Zhou ⋅ Fei Huang ⋅ Heng Li ⋅ Fengyi Wu ⋅ Tianyu Wang ⋅ jianwei zhang ⋅ Junyang Lin ⋅ Zhi-Qi Cheng
[ OpenReview] 
Oral
Sat Apr 25 07:18 AM -- 07:28 AM (PDT) @ 203 A/B None
Overparametrization bends the landscape: BBP transitions at initialization in simple Neural Networks
In Oral Session 5D
Brandon Annesi · Dario Bocchi · Chiara Cammarota
[ OpenReview] 
Oral
Sat Apr 25 07:18 AM -- 07:28 AM (PDT) @ 201 A/B None
EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning
In Oral Session 5B
Xuan Ju · Tianyu Wang · Yuqian Zhou · HE Zhang · Qing Liu · Cherry Zhao · Zhifei Zhang · Yijun Li · Yuanhao Cai · Shaoteng Liu · Daniil Pakhomov · Zhe Lin · Soo Ye Kim · Qiang Xu
[ OpenReview] 
Oral
Sat Apr 25 07:30 AM -- 07:40 AM (PDT) @ 201 A/B None
$PhyWorldBench$: A Comprehensive Evaluation of Physical Realism in Text-to-Video Models
In Oral Session 5B Video and scene generation
Jing Gu ⋅ Xian Liu ⋅ Yu Zeng ⋅ Ashwin Nagarajan ⋅ Fangrui Zhu ⋅ Daniel Hong ⋅ Yue Fan ⋅ Qianqi Yan ⋅ Kaiwen Zhou ⋅ Ming-Yu Liu ⋅ Xin Wang
[ OpenReview] 
Oral
Sat Apr 25 07:30 AM -- 07:40 AM (PDT) @ 202 A/B None
SafeDPO: A Simple Approach to Direct Preference Optimization with Enhanced Safety
In Oral Session 5C
Geon-Hyeong Kim · Yu Jin Kim · Byoungjip Kim · Honglak Lee · Kyunghoon Bae · Youngsoo Jang · Moontae Lee
[ OpenReview] 
Oral
Sat Apr 25 07:30 AM -- 07:40 AM (PDT) @ Amphitheater None
$p\textrm{-less}$ Sampling: A Robust Hyperparameter-Free Approach for LLM Decoding
In Oral Session 5A
Runyan Tan · Shuang Wu · Phillip Howard
[ OpenReview] 
Oral
Sat Apr 25 07:30 AM -- 07:40 AM (PDT) @ 203 A/B None
Addressing divergent representations from causal interventions on neural networks
In Oral Session 5D Learning dynamics and optimization III
Satchel Grant ⋅ Simon Jerome Han ⋅ Alexa Tartaglini ⋅ Christopher Potts
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 07:30 AM -- 07:40 AM (PDT) @ 204 A/B None
Generating metamers of human scene understanding
In Oral Session 5E
Ritik Raina · Abe Leite · Alexandros Graikos · Seoyoung Ahn · Dimitris Samaras · Gregory Zelinsky
[ OpenReview] 
Oral
Sat Apr 25 07:42 AM -- 07:52 AM (PDT) @ 201 A/B None
TRACE: Your Diffusion Model is Secretly an Instance Edge Detector
In Oral Session 5B
Sanghyun Jo · Ziseok Lee · Wooyeol Lee · Jonghyun Choi · Jaesik Park · Kyungsu Kim
[ OpenReview] 
Oral
Sat Apr 25 07:42 AM -- 07:52 AM (PDT) @ Amphitheater None
Latent Speech-Text Transformer
In Oral Session 5A LLMs
Yen-Ju Lu ⋅ Yashesh Gaur ⋅ Wei Zhou ⋅ Benjamin Muller ⋅ Jesus Villalba ⋅ Najim Dehak ⋅ Luke Zettlemoyer ⋅ Gargi Ghosh ⋅ Mike Lewis ⋅ Srini Iyer ⋅ Duc Le
[ OpenReview] 
Oral
Sat Apr 25 07:42 AM -- 07:52 AM (PDT) @ 203 A/B None
FIRE: Frobenius-Isometry Reinitialization for Balancing the Stability–Plasticity Tradeoff
In Oral Session 5D Learning dynamics and optimization III
Isaac Han ⋅ Sangyeon Park ⋅ Seungwon Oh ⋅ Donghu Kim ⋅ Hojoon Lee ⋅ KyungJoong Kim
[ OpenReview] 
Oral
Sat Apr 25 07:42 AM -- 07:52 AM (PDT) @ 204 A/B None
Plug-and-Play Compositionality for Boosting Continual Learning with Foundation Models
In Oral Session 5E Learning in computer vision
Weiduo Liao ⋅ Fei Han ⋅ Hisao Ishibuchi ⋅ Qingfu Zhang ⋅ Ying Wei
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 07:42 AM -- 07:52 AM (PDT) @ 202 A/B None
Why DPO is a Misspecified Estimator and How to Fix It
In Oral Session 5C Reinforcement learning II
Aditya Gopalan ⋅ Sayak Ray Chowdhury ⋅ Debangshu Banerjee
[ OpenReview] 
Lunch - for purchase - variety of food stalls
Sat Apr 25 08:00 AM -- 10:00 AM (PDT) @ Outdoor Courtyard None
Lunch
Expo Talk Panel
Sat Apr 25 08:00 AM -- 09:00 AM (PDT) @ 205 None
Apple: ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models
Expo Talk Panel
Sat Apr 25 08:00 AM -- 09:00 AM (PDT) @ 204 None
Jump Trading: Domain-Adapted Agents for Quantitative Research at Scale
Mentorship
Sat Apr 25 08:00 AM -- 08:45 AM (PDT) @ 206 None
Mentorship Session
Evan Shelhamer ⋅ Yuntian Deng
Expo Talk Panel
Sat Apr 25 08:45 AM -- 09:45 AM (PDT) @ 202C None
Prolific: Your Models Are Outgrowing Your Evaluations: Lessons from Building Evaluation Infrastructure for Frontier AI
Expo Talk Panel
Sat Apr 25 08:45 AM -- 09:45 AM (PDT) @ 201 C None
Shopify: SimGym: Traffic-Calibrated AI Shoppers for Offline A/B Testing at Shopify
Alberto Castelo Becerra ⋅ Yuanzheng Zhu
Town Hall
Sat Apr 25 09:00 AM -- 09:45 AM (PDT) @ 203 A/B None
Town Hall
Mentorship
Sat Apr 25 09:15 AM -- 10:00 AM (PDT) @ 206 None
Mentorship Session
Evan Shelhamer ⋅ Yuntian Deng
Invited Talk
Sat Apr 25 09:45 AM -- 10:45 AM (PDT) @ Amphitheater None
Artificial Intelligence for Open Science
Pablo Arbelaez
Break
Sat Apr 25 10:45 AM -- 11:15 AM (PDT) @ Pavilion 4 None
Break
Oral
Sat Apr 25 11:15 AM -- 11:25 AM (PDT) @ 203 A/B None
Train-before-Test Harmonizes Language Model Rankings
In Oral Session 6D
Guanhua Zhang · Ricardo Dominguez-Olmedo · Moritz Hardt
[ OpenReview] 
Oral
Sat Apr 25 11:15 AM -- 11:25 AM (PDT) @ Amphitheater None
TD-JEPA: Latent-predictive Representations for Zero-Shot Reinforcement Learning
In Oral Session 6A
Marco Bagatella · Matteo Pirotta · Ahmed Touati · Alessandro Lazaric · Andrea Tirinzoni
[ OpenReview] 
Oral
Sat Apr 25 11:15 AM -- 11:25 AM (PDT) @ 202 A/B None
Task-free Adaptive Meta Black-box Optimization
In Oral Session 6C
Chao Wang · Licheng Jiao · Lingling Li · Jiaxuan Zhao · Guanchun Wang · Fang Liu · Shuyuan Yang
[ OpenReview] 
Oral
Sat Apr 25 11:15 AM -- 11:25 AM (PDT) @ 201 C None
RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data
In Oral Session 6F AI for science III
Peiyan Hu ⋅ Haodong Feng ⋅ Hongyuan Liu ⋅ Tongtong Yan ⋅ Wenhao Deng ⋅ Tianrun Gao ⋅ Rong Zheng ⋅ Haoren Zheng ⋅ Chenglei Yu ⋅ Chuanrui Wang ⋅ Kaiwen Li ⋅ Zhi-Ming Ma ⋅ Dezhi Zhou ⋅ Xingcai Lu ⋅ Dixia Fan ⋅ Tailin Wu
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 11:15 AM -- 11:25 AM (PDT) @ 204 A/B None
Reliable Weak-to-Strong Monitoring of LLM Agents
In Oral Session 6E
Neil Kale · Chen Bo Calvin Zhang · Kevin Zhu · Ankit Aich · Paula Rodriguez · Christina Knight · Zifan Wang
[ OpenReview] 
Oral
Sat Apr 25 11:15 AM -- 11:25 AM (PDT) @ 201 A/B None
SAFETY-GUIDED FLOW (SGF): A UNIFIED FRAMEWORK FOR NEGATIVE GUIDANCE IN SAFE GENERATION
In Oral Session 6B
Mingyu Kim · Young-Heon Kim · Mijung Park
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3001
Evolutionary Caching to Accelerate Your Off-the-Shelf Diffusion Model
In Poster Session 6 Pavilion 4
Anirud Aggarwal ⋅ Abhinav Shrivastava ⋅ Matthew Gwilliam
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#101
Topological Causal Effects
In Poster Session 6 Pavilion 3
Kwangho Kim ⋅ Hajin Lee
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#102
Foundation Models for Causal Inference via Prior-Data Fitted Networks
In Poster Session 6 Pavilion 3
Yuchen Ma · Dennis Frauen · Emil Javurek · Stefan Feuerriegel
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3002
Joint Shadow Generation and Relighting via Light-Geometry Interaction Maps
In Poster Session 6 Pavilion 4
Shan Wang · Peixia Li · Chenchen Xu · Ziang Cheng · Jiayu Yang · Hongdong Li · Pulak Purkait
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#103
Efficient Ensemble Conditional Independence Test Framework for Causal Discovery
In Poster Session 6 Pavilion 3
Zhengkang Guan · Kun Kuang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3003
ReactID: Synchronizing Realistic Actions and Identity in Personalized Video Generation
In Poster Session 6 Pavilion 4
Wei Li ⋅ Yiheng Zhang ⋅ Fuchen Long ⋅ Zhaofan Qiu ⋅ Ting Yao ⋅ Xiaoyan Sun ⋅ Tao Mei
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#104
Executable Counterfactuals: Improving LLMs' Causal Reasoning Through Code
In Poster Session 6 Pavilion 3
Aniket Vashishtha · Qirun Dai · Hongyuan Mei · Amit Sharma · Chenhao Tan · Hao Peng
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3004
Lumos-1: On Autoregressive Video Generation with Discrete Diffusion from a Unified Model Perspective
In Poster Session 6 Pavilion 4
Hangjie Yuan · Weihua Chen · Jun CEN · Hu Yu · Jingyun Liang · Shuning Chang · Zhihui Lin · Tao Feng · Pengwei Liu · Jiazheng Xing · Hao Luo · Jiasheng Tang · Fan Wang · Yi Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#105
Modeling Interference for Treatment Effect Estimation in Network Dynamic Environment
In Poster Session 6 Pavilion 3
Qiang Huang · Jin Tian
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3005
MotionStream: Real-Time Video Generation with Interactive Motion Controls
In Poster Session 6 Pavilion 4
Joonghyuk Shin ⋅ Zhengqi Li ⋅ Richard Zhang ⋅ Jun-Yan Zhu ⋅ Jaesik Park ⋅ Eli Shechtman ⋅ Xun Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#106
Generalization of RLVR Using Causal Reasoning as a Testbed
In Poster Session 6 Pavilion 3
Zhichu Lu ⋅ Hongyu Zhao ⋅ Shuo Sun ⋅ Hao Peng ⋅ Rui Ding ⋅ Hongyuan Mei
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3006
Plug-and-Play Fidelity Optimization for Diffusion Transformer Acceleration via Cumulative Error Minimization
In Poster Session 6 Pavilion 4
Tong Shao · Yusen Fu · Guoying Sun · Jingde Kong · Zhuotao Tian · Jingyong Su
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#107
Identifiability Challenges in Sparse Linear Ordinary Differential Equations
In Poster Session 6 Pavilion 3
Cecilia Casolo ⋅ Sören Becker ⋅ Niki Kilbertus
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3007
DiCache: Let Diffusion Model Determine Its Own Cache
In Poster Session 6 Pavilion 4
Jiazi Bu · Pengyang Ling · Yujie Zhou · Yibin Wang · Yuhang Zang · Dahua Lin · Jiaqi Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#108
Causal Discovery via Quantile Partial Effect
In Poster Session 6 Pavilion 3
Yikang Chen · Xingzhe Sun · Dehui du
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3008
Scalable Training for Vector-Quantized Networks with 100% Codebook Utilization
In Poster Session 6 Pavilion 4
Yifan Chang · Jie Qin · Limeng Qiao · Xiaofeng Wang · Zheng Zhu · Lin Ma · Xingang Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#109
I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data?
In Poster Session 6 Pavilion 3
Yuhang Liu · Dong Gong · Yichao Cai · Erdun Gao · Zhen Zhang · Biwei Huang · Mingming Gong · Anton Hengel · Javen Qinfeng Shi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3009
Anchor Frame Bridging for Coherent First-Last Frame Video Generation
In Poster Session 6 Pavilion 4
Xuehan Hou · Meng Fan · Pengchong Qiao · Rat Cheng · Yian Zhao · Lei Zhu · Kaiwen Cheng · Chang Liu · Jie Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#110
The Hot Mess of AI: How Does Misalignment Scale With Model Intelligence and Task Complexity?
In Poster Session 6 Pavilion 3
Alexander Hägele · Aryo Pradipta Gema · Henry Sleight · Ethan Perez · Jascha Sohl-Dickstein
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3010
Group Critical-token Policy Optimization for Autoregressive Image Generation
In Poster Session 6 Pavilion 4
Guohui Zhang · Hu Yu · Xiaoxiao Ma · JingHao Zhang · Yaning Pan · Mingde Yao · Jie Xiao · Linjiang Huang · Jie Huang · Feng Zhao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#111
Jacobian Aligned Random Forests
In Poster Session 6 Pavilion 3
Sarwesh Rauniyar
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#112
Explainable $ K $-means Neural Networks for Multi-view Clustering
In Poster Session 6 Pavilion 3
Yalan Qin · Xinpeng Zhang · Guorui Feng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3013
HiGS: History-Guided Sampling for Plug-and-Play Enhancement of Diffusion Models
In Poster Session 6 Pavilion 4
Seyedmorteza Sadat · Farnood Salehi · Romann Weber
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#113
KLAS: Using Similarity to Stitch Neural Networks for Improved Accuracy-Efficiency Tradeoffs
In Poster Session 6 Pavilion 3
Debopam Sanyal ⋅ Anantharaman Iyer ⋅ Alind Khare ⋅ Trisha Jain ⋅ Akshay Jajoo ⋅ Myungjin Lee ⋅ James Kerce ⋅ Alexey Tumanov
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3014
EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning
In Poster Session 6 Pavilion 4
Xuan Ju · Tianyu Wang · Yuqian Zhou · HE Zhang · Qing Liu · Cherry Zhao · Zhifei Zhang · Yijun Li · Yuanhao Cai · Shaoteng Liu · Daniil Pakhomov · Zhe Lin · Soo Ye Kim · Qiang Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#114
SeeDNorm: Self-Rescaled Dynamic Normalization
In Poster Session 6 Pavilion 3
Wenrui Cai · Defa Zhu · Siyuan Qiao · Qingjie Liu · Qiyang Min
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#115
Beyond DAGs: A Latent Partial Causal Model for Multimodal Learning
In Poster Session 6 Pavilion 3
Yuhang Liu · Zhen Zhang · Dong Gong · Erdun Gao · Biwei Huang · Mingming Gong · Anton Hengel · Kun Zhang · Javen Qinfeng Shi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3015
Continuous Space-Time Video Super-Resolution with 3D Fourier Fields
In Poster Session 6 Pavilion 4
Alexander Becker ⋅ Julius Erbach ⋅ Dominik Narnhofer ⋅ Konrad Schindler
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3016
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models
In Poster Session 6 Pavilion 4
Ouxiang Li · Yuan Wang · Xinting Hu · Houcheng Jiang · Jack tao · Yanbin Hao · James Ma · Fuli Feng
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#116
Aligning Collaborative View Recovery and Tensorial Subspace Learning via Latent Representation for Incomplete Multi-View Clustering
In Poster Session 6 Pavilion 3
Youqing Wang ⋅ Yu Cao ⋅ Jinlu Wang ⋅ Xiang Xu ⋅ Jiapu Wang ⋅ Tengfei Liu ⋅ Junbin Gao ⋅ Jipeng Guo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#117
MRMR: A Realistic and Expert-Level Multidisciplinary Benchmark for Reasoning-Intensive Multimodal Retrieval
In Poster Session 6 Pavilion 3
Siyue Zhang ⋅ Yuan Gao ⋅ Xiao Zhou ⋅ Yilun Zhao ⋅ Tingyu Song ⋅ Arman Cohan ⋅ Anh Tuan Luu ⋅ Chen Zhao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3017
SPRINT: Sparse-Dense Residual Fusion for Efficient Diffusion Transformers
In Poster Session 6 Pavilion 4
Dogyun Park · Moayed Haji-Ali · Yanyu Li · Willi Menapace · Sergey Tulyakov · Hyunwoo Kim · Aliaksandr Siarohin · Anil Kag
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3018
QVGen: Pushing the Limit of Quantized Video Generative Models
In Poster Session 6 Pavilion 4
Yushi Huang · Ruihao Gong · Jing Liu · Yifu Ding · Chengtao Lv · Haotong Qin · Jun Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#118
NeuCLIP: Efficient Large-Scale CLIP Training with Neural Normalizer Optimization
In Poster Session 6 Pavilion 3
Xiyuan Wei · Chih-Jen Lin · Tianbao Yang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3118
Stable Video Infinity: Infinite-Length Video Generation with Error Recycling
In Poster Session 6 Pavilion 4
Wuyang Li · Wentao Pan · Po-Chien Luan · Yang Gao · Alexandre Alahi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#119
NerVE: Nonlinear Eigenspectrum Dynamics in LLM Feed-Forward Networks
In Poster Session 6 Pavilion 3
Nandan Kumar Jha · Brandon Reagen
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#120
Compositional Generalization through Gradient Search in Nonparametric Latent Space
In Poster Session 6 Pavilion 3
Haruki Shirakami · James Henderson
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3117
Arbitrary-Shaped Image Generation via Spherical Neural Field Diffusion
In Poster Session 6 Pavilion 4
Jiyuan Xia · Yuanshen Guan · Ruikang Xu · Zhiwei Xiong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3116
Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling
In Poster Session 6 Pavilion 4
Haoyu Wu · Diankun Wu · Tianyu He · Junliang Guo · Yang Ye · Yueqi Duan · Jiang Bian
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#121
DTO-KD: Dynamic Trade-off Optimization for Effective Knowledge Distillation
In Poster Session 6 Pavilion 3
Zeeshan Hayder ⋅ Ali Cheraghian ⋅ Lars Petersson ⋅ Mehrtash Harandi ⋅ Richard Hartley
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3115
SpeakerVid-5M: A Large-Scale High-Quality Dataset for Audio-Visual Dyadic Interactive Human Generation
In Poster Session 6 Pavilion 4
Youliang Zhang · Zhaoyang Li · Duomin Wang · jiahe zhang · Deyu Zhou · Zixin Yin · Xili Dai · Gang Yu · Xiu Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#122
Stochastic Optimal Control for Continuous-Time fMRI Representation Learning
In Poster Session 6 Pavilion 3
Joonhyeong Park · Byoungwoo Park · Chang-Bae Bang · Jungwon Choi · Hyungjin Chung · Byung-Hoon Kim · Juho Lee
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3114
Trajectory-aware Shifted State Space Models for Online Video Super-Resolution
In Poster Session 6 Pavilion 4
Qiang Zhu · Xiandong MENG · Yuxuan Jiang · Fan Zhang · David Bull · Shuyuan Zhu · Bing Zeng · Ronggang Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#123
DiVeQ: Differentiable Vector Quantization Using the Reparameterization Trick
In Poster Session 6 Pavilion 3
Mohammad Vali ⋅ Tom Bäckström ⋅ Arno Solin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3113
TS-Attn: Temporal-wise Separable Attention for Multi-Event Video Generation
In Poster Session 6 Pavilion 4
Hongyu Zhang ⋅ Yufan Deng ⋅ Zilin Pan ⋅ Peng-Tao Jiang ⋅ Bo Li ⋅ Qibin Hou ⋅ Zhen Dong ⋅ Zhiyang Dou ⋅ Zhou Daquan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#124
Improving Set Function Approximation with Quasi-Arithmetic Neural Networks
In Poster Session 6 Pavilion 3
Tomas Tokar · Scott Sanner
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#224
MoRA: Mobility as the Backbone for Geospatial Representation Learning at Scale
In Poster Session 6 Pavilion 3
Ya Wen ⋅ Jixuan Cai ⋅ Qiyao Ma ⋅ Linyan Li ⋅ Xinhuan Chen ⋅ Chris Webster ⋅ Yulun Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3112
LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence
In Poster Session 6 Pavilion 4
Zixin Yin · Xili Dai · Duomin Wang · Xianfang Zeng · Lionel Ni · Gang Yu · Heung-Yeung Shum
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3111
WILD-Diffusion: A WDRO Inspired Training Method for Diffusion Models under Limited Data
In Poster Session 6 Pavilion 4
Xianglu Wang · Wanlin Zhang · Hu Ding
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#223
OrthoRF: Exploring Orthogonality in Object-Centric Representations
In Poster Session 6 Pavilion 3
Despoina Touska ⋅ Bastiaan Auer ⋅ Alexandru Onose ⋅ Tejaswi Kasarla ⋅ Luis Armando Pérez Rey ⋅ Maximilian Lipp ⋅ Lyubov Amitonova ⋅ Martin R. Oswald ⋅ Pascal Cerfontaine
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#422
DiffSparse: Accelerating Diffusion Transformers with Learned Token Sparsity
In Poster Session 6 Pavilion 3
Haowei Zhu · Ji Liu · Ziqiong Liu · Dong Li · Jun-Hai Yong · Bin Wang · Emad Barsoum
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#222
RAEE: A Robust Retrieval-Augmented Early Exit Framework for Efficient Inference
In Poster Session 6 Pavilion 3
LIANMING HUANG · Shangyu Wu · Yufei CUI · Ying Xiong · Haibo Hu · Xue Liu · Tei-Wei Kuo · Nan Guan · Chun Jason Xue
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3110
Controllable Video Generation with Provable Disentanglement
In Poster Session 6 Pavilion 4
Yifan Shen · Peiyuan Zhu · Zijian Li · Shaoan Xie · Namrata Deka · Zongfang Liu · Zeyu Tang · Guangyi Chen · Kun Zhang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#221
Modality Alignment across Trees on Heterogeneous Hyperbolic Manifolds
In Poster Session 6 Pavilion 3
Wei Wu · Xiaomeng Fan · Yuwei Wu · Zhi Gao · Pengxiang Li · Yunde Jia · Mehrtash Harandi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3109
Unified 3D Scene Understanding Through Physical World Modeling
In Poster Session 6 Pavilion 4
Wanhee Lee ⋅ Klemen Kotar ⋅ Rahul Venkatesh ⋅ Jared Watrous ⋅ Honglin Chen ⋅ Khai Loong Aw ⋅ Daniel Yamins
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3108
From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation
In Poster Session 6 Pavilion 4
Han Song · Yucheng Zhou · Jianbing Shen · Yu Cheng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#220
Let OOD Feature Exploring Vast Predefined Classifiers
In Poster Session 6 Pavilion 3
Kewen Xia · Xiaodong Yue · WeiZhipeng · Yaxin Peng · Zihao Li · Jianxiang Zhu · Jie Shi · PeilinXu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#219
Disentanglement of Variations with Multimodal Generative Modeling
In Poster Session 6 Pavilion 3
Yijie Zhang ⋅ Yiyang Shen ⋅ Weiran Wang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3107
Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer
In Poster Session 6 Pavilion 4
Zixin Yin · Xili Dai · Ling-Hao Chen · Deyu Zhou · Jianan Wang · Duomin Wang · Gang Yu · Lionel Ni · Lei Zhang · Heung-Yeung Shum
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#218
TIGaussian: Disentangle Gaussians for Spatial-Awared Text-Image-3D Alignment
In Poster Session 6 Pavilion 3
Jiarun Liu · Qifeng Chen · Yiru Zhao · Minghua Liu · Baorui Ma · Sheng Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3106
PI-Light: Physics-Inspired Diffusion for Full-Image Relighting
In Poster Session 6 Pavilion 4
Zhexin Liang ⋅ Zhaoxi Chen ⋅ Yongwei Chen ⋅ Tianyi Wei ⋅ Tengfei Wang ⋅ Xingang Pan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3105
Factuality Matters: When Image Generation and Editing Meet Structured Visuals
In Poster Session 6 Pavilion 4
Le Zhuo · Songhao Han · Yuandong Pu · Boxiang Qiu · Sayak Paul · Yue Liao · Yihao Liu · Jie Shao · Xi Chen · Si Liu · Hongsheng Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#217
Beyond Static Vision: Scene Dynamic Field Unlocks Intuitive Physics Understanding in Multi-modal Large Language Models
In Poster Session 6 Pavilion 3
Nanxi Li · Xiang Wang · Yuanjie Chen · Haode Zhang · HONG LI · Yong-Lu Li
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3104
RegionE: Adaptive Region-Aware Generation for Efficient Image Editing
In Poster Session 6 Pavilion 4
Pengtao Chen · Xianfang Zeng · Maosen Zhao · Mingzhu Shen · Peng Ye · Bangyin Xiang · Zhibo Wang · Wei Cheng · Gang Yu · Tao Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#216
One-Shot Exemplars for Class Grounding in Self-Supervised Learning
In Poster Session 6 Pavilion 3
Haowen Cui · Shuo Chen · Jun Li · Jian Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3103
Motion Prior Distillation in Time Reversal Sampling for Generative Inbetweening
In Poster Session 6 Pavilion 4
Wooseok Jeon ⋅ Seunghyun Shin ⋅ Dongmin Shin ⋅ Hae-Gon Jeon
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#215
ShieldedCode: Learning Robust Representations for Virtual Machine Protected Code
In Poster Session 6 Pavilion 3
Mingqiao Mo · Yunlong Tan · Hao Zhang · Heng Zhang · Yangfan He
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#214
Optimizer Choice Matters For The Emergence of Neural Collapse
In Poster Session 6 Pavilion 3
Jim Zhao · Tin Sum Cheng · Wojciech Masarczyk · Aurelien Lucchi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3102
SoftCFG: Uncertainty-guided Stable Guidance for Visual Autoregressive Model
In Poster Session 6 Pavilion 4
Dongli Xu · Aleksei Tiulpin · Matthew Blaschko
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#213
Difficult Examples Hurt Unsupervised Contrastive Learning: A Theoretical Perspective
In Poster Session 6 Pavilion 3
Yi-Ge Zhang · Jingyi Cui · Qiran Li · Yisen Wang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3101
TPDiff: Temporal Pyramid Video Diffusion Model
In Poster Session 6 Pavilion 4
Lingmin Ran · Mike Zheng Shou
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3201
FastGHA: Generalized Few-Shot 3D Gaussian Head Avatars with Real-Time Animation
In Poster Session 6 Pavilion 4
Xinya Ji · Sebastian Weiss · Manuel Kansy · Jacek Naruniec · Xun Cao · Barbara Solenthaler · Derek Bradley
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#212
NeMo-map: Neural Implicit Flow Fields for Spatio-Temporal Motion Mapping
In Poster Session 6 Pavilion 3
Yufei Zhu ⋅ Shih-Min Yang ⋅ Andrey Rudenko ⋅ Tomasz Kucner ⋅ Achim Lilienthal ⋅ Martin Magnusson
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#211
Rethinking JEPA: Compute‑Efficient Video Self-Supervised Learning with Frozen Teachers
In Poster Session 6 Pavilion 3
Xianhang Li · Chen Huang · Chun-Liang Li · Eran Malach · Joshua Susskind · Vimal Thilak · Etai Littwin
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3202
PreciseCache: Precise Feature Caching for Efficient and High-fidelity Video Generation
In Poster Session 6 Pavilion 4
Jiangshan Wang · Kang Zhao · Jiayi Guo · Jiayu Wang · Hang Guo · Chenyang Zhu · Xiu Li · Xiangyu Yue
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#210
Adversarial Encoding Perturbation and Synthesis for Set Representation Auxiliary Learning
In Poster Session 6 Pavilion 3
Yankai Chen · Xinni Zhang · Henry Peng Zou · Bowei He · Yangning Li · Philip Yu · Irwin King · Xue Liu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3203
Test-Time Iterative Error Correction for Efficient Diffusion Models
In Poster Session 6 Pavilion 4
Yunshan Zhong · Weiqi Yan · Yuxin Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#209
Noise-Aware Generalization: Robustness to In-Domain Noise and Out-of-Domain Generalization
In Poster Session 6 Pavilion 3
Siqi Wang ⋅ Aoming Liu ⋅ Bryan Plummer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3204
CoDi: Subject-Consistent and Pose-Diverse Text-to-Image Generation
In Poster Session 6 Pavilion 4
Zhanxin Gao ⋅ Beier Zhu ⋅ Liangyao ⋅ Jian Yang ⋅ Ying Tai
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#208
Binomial Gradient-Based Meta-Learning for Enhanced Meta-Gradient Estimation
In Poster Session 6 Pavilion 3
Yilang Zhang ⋅ Abraham Jaeger Mountain ⋅ Bingcong Li ⋅ Georgios B Giannakis
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3206
Instilling an Active Mind in Avatars via Cognitive Simulation
In Poster Session 6 Pavilion 4
Jianwen Jiang · Weihong Zeng · Zerong Zheng · Jiaqi Yang · Chao Liang · Wang Liao · Han Liang · Weifeng Chen · XING WANG · Yuan Zhang · Mingyuan Gao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#207
Learning Pseudorandom Numbers with Transformers: Permuted Congruential Generators, Curricula, and Interpretability
In Poster Session 6 Pavilion 3
Tao Tao · Maissam Barkeshli
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#206
Constraint-guided Hardware-aware NAS through Gradient Modification
In Poster Session 6 Pavilion 3
Gregory De Ruyter ⋅ Mathias Verbeke ⋅ Hans Hallez
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3207
Latent Wavelet Diffusion For Ultra High-Resolution Image Synthesis
In Poster Session 6 Pavilion 4
Luigi Sigillo ⋅ Shengfeng He ⋅ Danilo Comminiello
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#205
PCLR: Progressively Compressed LoRA for Multimodal Continual Instruction Tuning
In Poster Session 6 Pavilion 3
weicheng meng · Jingyang Qiao · Zhizhong Zhang · Shaohui Liu · Yuan Xie
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3208
One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs
In Poster Session 6 Pavilion 4
Yuanzhi Zhu · Ruiqing Wang · Shilin Lu · Hanshu YAN · Junnan Li · Kai Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#204
Function Induction and Task Generalization: An Interpretability Study with Off-by-One Addition
In Poster Session 6 Pavilion 3
Qinyuan Ye ⋅ Robin Jia ⋅ Xiang Ren
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3209
Disentangled Hierarchical VAE for 3D Human-Human Interaction Generation
In Poster Session 6 Pavilion 4
Zichen Geng · Zeeshan Hayder · Bo Miao · Jian Liu · Wei Liu · Ajmal Mian
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3210
Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed Individuals
In Poster Session 6 Pavilion 4
Davide Lobba · Fulvio Sanguigni · Bin Ren · Marcella Cornia · Rita Cucchiara · Nicu Sebe
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#203
Revisit Visual Prompt Tuning: The Expressiveness of Prompt Experts
In Poster Session 6 Pavilion 3
Minh Le · Anh Nguyen · Huy Nguyen · Chau Nguyen · Anh T Tran · Nhat Ho
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#202
FIRE: Frobenius-Isometry Reinitialization for Balancing the Stability–Plasticity Tradeoff
In Poster Session 6 Pavilion 3
Isaac Han · Sangyeon Park · Seungwon Oh · Donghu Kim · Hojoon Lee · KyungJoong Kim
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3211
TreeGRPO: Tree-Advantage GRPO for Online RL Post-Training of Diffusion Models
In Poster Session 6 Pavilion 4
Zheng Ding · Weirui Ye
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3212
CMT: Mid-Training for Efficient Learning of Consistency, Mean Flow, and Flow-Map Models
In Poster Session 6 Pavilion 4
Zheyuan Hu · Chieh-Hsin Lai · Yuki Mitsufuji · Stefano Ermon
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#201
MergOPT: A Merge-Aware Optimizer for Robust Model Merging
In Poster Session 6 Pavilion 3
Enneng Yang ⋅ Qun Yang ⋅ Peng Wang ⋅ Anke Tang ⋅ Guibing Guo ⋅ Xiaochun Cao ⋅ Li Shen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#301
FlyPrompt: Brain-Inspired Random-Expanded Routing with Temporal-Ensemble Experts for General Continual Learning
In Poster Session 6 Pavilion 3
Hongwei Yan · Guanglong Sun · Kanglei Zhou · Qian Li · Liyuan Wang · Yi Zhong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3213
Charts Are Not Images: On the Challenges of Scientific Chart Editing
In Poster Session 6 Pavilion 4
Li Li · Ryan Rossi · Sungchul Kim · Sunav Choudhary · Franck Dernoncourt · Puneet Mathur · Zhengzhong Tu · Yue Zhao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#302
An evolutionary perspective on modes of learning in Transformers
In Poster Session 6 Pavilion 3
Alexander Ku · Thomas L. Griffiths · Stephanie Chan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3214
DSA: Efficient Inference For Video Generation Models via Distributed Sparse Attention
In Poster Session 6 Pavilion 4
Shenggui Li ⋅ Runyu Lu ⋅ qiaoling chen ⋅ Haiyan Yin ⋅ YUEMING LYU ⋅ Yonggang Wen ⋅ Ivor Tsang ⋅ Tianwei Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#303
Retain and Adapt: Auto-Balanced Model Editing for Open-Vocabulary Object Detection under Domain Shifts
In Poster Session 6 Pavilion 3
Zixuan Duan · Fengyuan Lu · Xunzhi Xiang · Wenbin Li · Yang Gao · Qi Fan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3215
Geometric Image Editing via Effects-Sensitive In-Context Inpainting with Diffusion Transformers
In Poster Session 6 Pavilion 4
Shuo Zhang · Wenzhuo Wu · Huayu Zhang · Cheng Jiarong · Xianghao Zang · Chao Ban · Hao Sun · Zhongjiang He · Tianwei Cao · Kongming Liang · Zhanyu Ma
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#304
Plug-and-Play Compositionality for Boosting Continual Learning with Foundation Models
In Poster Session 6 Pavilion 3
Weiduo Liao ⋅ Fei Han ⋅ Hisao Ishibuchi ⋅ Qingfu Zhang ⋅ Ying Wei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3217
Aligned Novel View Image and Geometry Synthesis via Cross-modal Attention Instillation
In Poster Session 6 Pavilion 4
Min-Seop Kwak · Junho Kim · Sangdoo Yun · Dongyoon Han · Taekyung Kim · Seungryong Kim · Jin-Hwa Kim
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#305
Context and Diversity Matter: The Emergence of In-Context Learning in World Models
In Poster Session 6 Pavilion 3
Fan Wang ⋅ ZHIYUAN CHEN ⋅ YUXUAN ZHONG ⋅ Sunjian Zheng ⋅ Pengtao Shao ⋅ Bo Yu ⋅ Shaoshan Liu ⋅ Jianan Wang ⋅ Ning Ding ⋅ Yang Cao ⋅ Yu Kang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3308
STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer
In Poster Session 6 Pavilion 4
Yushi LAN · Yihang Luo · Fangzhou Hong · Shangchen Zhou · Honghua Chen · Zhaoyang Lyu · Bo DAI · Shuai Yang · Chen Change Loy · Xingang Pan
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3218
SimULi: Real-Time LiDAR and Camera Simulation with Unscented Transforms
In Poster Session 6 Pavilion 4
Haithem Turki ⋅ Qi Wu ⋅ Xin Kang ⋅ Janick Martinez Esturo ⋅ Shengyu Huang ⋅ Ruilong Li ⋅ Zan Gojcic ⋅ Riccardo de Lutio
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#306
CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition
In Poster Session 6 Pavilion 3
Bruno Viti ⋅ Elias Karabelas ⋅ Martin Holler
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#307
How to Square Tensor Networks and Circuits Without Squaring Them
In Poster Session 6 Pavilion 3
Lorenzo Loconte ⋅ Adrián Javaloy ⋅ Antonio Vergari
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3318
QuadGPT: Native Quadrilateral Mesh Generation with Autoregressive Models
In Poster Session 6 Pavilion 4
Jian Liu · Chunshi Wang · Song Guo · Haohan Weng · Zhen Zhou · Zhiqi Li · Jiaao Yu · Yiling Zhu · Jing Xu · Biwen Lei · Zhuo Chen · Chunchao Guo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3317
From Tokens to Nodes: Semantic-Guided Motion Control for Dynamic 3D Gaussian Splatting
In Poster Session 6 Pavilion 4
Jianing Chen ⋅ Zehao Li ⋅ Yujun Cai ⋅ Hao Jiang ⋅ Shuqin Gao ⋅ Honglong Zhao ⋅ Tianlu Mao ⋅ Yucheng Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#915
Harnessing Temporal Databases for Systematic Evaluation of Factual Time-Sensitive Question-Answering in LLMs
In Poster Session 6 Pavilion 3
Soyeon Kim ⋅ Jindong Wang ⋅ Xing Xie ⋅ Steven Whang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#308
Multifidelity Simulation-based Inference for Computationally Expensive Simulators
In Poster Session 6 Pavilion 3
Anastasia Nastya Krouglova ⋅ Hayden Johnson ⋅ Basile Confavreux ⋅ Michael Deistler ⋅ Pedro J Goncalves
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#309
Don’t Pass@k: A Bayesian Framework for Large Language Model Evaluation
In Poster Session 6 Pavilion 3
Mohsen Hariri · Amirhossein Samandar · Michael Hinczewski · Vipin Chaudhary
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3316
Scaling Sequence-to-Sequence Generative Neural Rendering
In Poster Session 6 Pavilion 4
Shikun Liu ⋅ Kam Woh Ng ⋅ Wonbong Jang ⋅ Jiadong Guo ⋅ Junlin Han ⋅ Haozhe Liu ⋅ Yiannis Douratsos ⋅ Juan Perez ⋅ Zijian Zhou ⋅ Khanh Chi Phung ⋅ Tao Xiang ⋅ Juan-Manuel Perez-Rua
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3315
Quantized Visual Geometry Grounded Transformer
In Poster Session 6 Pavilion 4
Weilun Feng · Haotong Qin · Mingqiang Wu · Chuanguang Yang · Yuqi Li · Xiangqi Li · Zhulin An · Libo Huang · Yulun Zhang · Michele Magno · Yongjun Xu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#310
$p\textrm{-less}$ Sampling: A Robust Hyperparameter-Free Approach for LLM Decoding
In Poster Session 6 Pavilion 3
Runyan Tan · Shuang Wu · Phillip Howard
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#311
TESSAR: Geometry-Aware Active Regression via Dynamic Voronoi Tessellation
In Poster Session 6 Pavilion 3
Seong Jin Cho · Gwangsu Kim · Junghyun Lee · Hee Suk Yoon · Joshua Tian Jin Tee · Chang Yoo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3314
ODE-GS: Latent ODEs for Dynamic Scene Extrapolation with 3D Gaussian Splatting
In Poster Session 6 Pavilion 4
Daniel Wang ⋅ Patrick Rim ⋅ Tian Tian ⋅ Dong Lao ⋅ Alex Wong ⋅ Ganesh Sundaramoorthi
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#312
BeyondBench: Contamination-Resistant Evaluation of Reasoning in Language Models
In Poster Session 6 Pavilion 3
Gaurav Srivastava ⋅ Aafiya Hussain ⋅ Zhenyu Bi ⋅ Swastik Roy ⋅ Priya Pitre ⋅ Meng Lu ⋅ Morteza Ziyadi ⋅ Xuan Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3313
Light of Normals: Unified Feature Representation for Universal Photometric Stereo
In Poster Session 6 Pavilion 4
Houyuan Chen · Hong Li · Chongjie Ye · Zhaoxi Chen · Bohan Li · Shaocong Xu · xianda guo · Xuhui Liu · Yikai Wang · Baochang Zhang · Satoshi Ikehata · Boxin Shi · Anyi Rao · Hao Zhao
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3312
A^2TG: Adaptive Anisotropic Textured Gaussians for Efficient 3D Scene Representation
In Poster Session 6 Pavilion 4
Sheng-Chi Hsu · Ting-Yu Yen · Shih-Hsuan Hung · Hung-Kuo Chu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#313
Graph-based Nearest Neighbors with Dynamic Updates via Random Walks
In Poster Session 6 Pavilion 3
Nina Mishra ⋅ Yonatan Naamad ⋅ Tal Wagner ⋅ Lichen Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3311
Sat3DGen: Comprehensive Street-Level 3D Scene Generation from Single Satellite Image
In Poster Session 6 Pavilion 4
Ming Qian · Zimin Xia · Changkun Liu · Shuailei Ma · Wen Wang · Zeran Ke · Bin Tan · Hang Zhang · Gui-Song Xia
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#314
Multiple-Prediction-Powered Inference
In Poster Session 6 Pavilion 3
Charlie Cowen-Breen · Alekh Agarwal · Stephen Bates · William W. Cohen · Jacob Eisenstein · Amir Globerson · Adam Fisch
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#315
Addressing divergent representations from causal interventions on neural networks
In Poster Session 6 Pavilion 3
Satchel Grant ⋅ Simon Jerome Han ⋅ Alexa Tartaglini ⋅ Christopher Potts
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3309
IncVGGT: Incremental VGGT for Memory-Bounded Long-Range 3D Reconstruction
In Poster Session 6 Pavilion 4
Keyu Fang ⋅ Changchun Zhou ⋅ Yuzhe Fu ⋅ Hai Li ⋅ Yiran Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#316
Ambig-SWE: Interactive Agents to Overcome Underspecificity in Software Engineering
In Poster Session 6 Pavilion 3
Sanidhya Vijayvargiya · Xuhui Zhou · Akhila Yerukola · Maarten Sap · Graham Neubig
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#317
Epistemic Uncertainty Quantification To Improve Decisions From Black-Box Models
In Poster Session 6 Pavilion 3
Sébastien Melo ⋅ Gael Varoquaux ⋅ Marine Le Morvan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3012
3DGEER: 3D Gaussian Rendering Made Exact and Efficient for Generic Cameras
In Poster Session 6 Pavilion 4
Zixun Huang ⋅ Cho-Ying Wu ⋅ Yuliang Guo ⋅ Xinyu Huang ⋅ Liu Ren
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#318
A Federated Generalized Expectation-Maximization Algorithm for Mixture Models with an Unknown Number of Components
In Poster Session 6 Pavilion 3
Michael Ibrahim ⋅ Nagi Gebraeel ⋅ Weijun Xie
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3307
Streaming Visual Geometry Transformer
In Poster Session 6 Pavilion 4
Dong Zhuo · Wenzhao Zheng · Jiahe Guo · Yuqi Wu · Jie Zhou · Jiwen Lu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#319
Towards Self-Evolving Agent Benchmarks : Validatable Agent Trajectory via Test-Time Exploration
In Poster Session 6 Pavilion 3
Dadi Guo · Tianyi Zhou · Dongrui Liu · Chen Qian · Qihan Ren · Shuai Shao · Zhiyuan Fan · Yi R. Fung · Kun Wang · Linfeng Zhang · Jing Shao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3306
Dynamic Novel View Synthesis in High Dynamic Range
In Poster Session 6 Pavilion 4
Kaixuan Zhang · Zhipeng Xiong · Minxian Li · Mingwu Ren · Jiankang Deng · Xiatian Zhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3305
S2GO: Streaming Sparse Gaussian Occupancy
In Poster Session 6 Pavilion 4
Jinhyung Park ⋅ Chensheng Peng ⋅ yihan hu ⋅ Wenzhao Zheng ⋅ Kris Kitani ⋅ Wei Zhan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#320
AQER: A Scalable and Efficient Data Loader for Digital Quantum Computers
In Poster Session 6 Pavilion 3
Kaining Zhang · Xinbiao Wang · Yuxuan Du · Min-Hsiu Hsieh · Dacheng Tao
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#321
Neural Collapse in Multi-Task Learning
In Poster Session 6 Pavilion 3
Youjun Wang · Boqi Li · Xin Zou · Weiwei Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3304
pySpatial: Generating 3D Visual Programs for Zero-Shot Spatial Reasoning
In Poster Session 6 Pavilion 4
Zhanpeng Luo · Ce Zhang · Silong Yong · Cunxi Dai · Qianwei Wang · Haoxi Ran · Guanya Shi · Katia Sycara · Yaqi Xie
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3303
MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos
In Poster Session 6 Pavilion 4
Kejian Zhu ⋅ Zhuoran Jin ⋅ Hongbang Yuan ⋅ Jiachun Li ⋅ Shangqing Tu ⋅ Pengfei Cao ⋅ Yubo Chen ⋅ Kang Liu ⋅ Jun Zhao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#322
Lightweight Transformer for EEG Classification via Balanced Signed Graph Algorithm Unrolling
In Poster Session 6 Pavilion 3
Junyi Yao ⋅ Parham Eftekhar ⋅ Gene Cheung ⋅ Xujin Liu ⋅ Yao Wang ⋅ Wei Hu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#323
RESCHED: Rethinking Flexible Job Shop Scheduling from a Transformer-based Architecture with Simplified States
In Poster Session 6 Pavilion 3
Xiangjie Xiao · Cong Zhang · Wen Song · Zhiguang Cao
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3302
ReWatch-R1: Boosting Complex Video Reasoning in Large Vision-Language Models through Agentic Data Synthesis
In Poster Session 6 Pavilion 4
Congzhi Zhang · Zhibin Wang · Yinchao Ma · Jiawei Peng · Yihan Wang · Qiang Zhou · Jun Song · Bo Zheng
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#324
Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers
In Poster Session 6 Pavilion 3
Xuanhao Pan ⋅ Chenguang Wang ⋅ Chaolong Ying ⋅ Ye XUE ⋅ Tianshu Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3301
DTP: Delta-Guided Two Stage Pruning for Mamba-based Multimodal Large Language Models
In Poster Session 6 Pavilion 4
Seong Yeol Park · Kwon Min Jung · XIANGHUA PIAO · Yeong Hyeon Gu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#424
ViTSP: A Vision Language Models Guided Framework for Solving Large-Scale Traveling Salesman Problems
In Poster Session 6 Pavilion 3
Zhuoli Yin · Yi Ding · Reem Khir · Hua Cai
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3401
UniHand: A Unified Model for Diverse Controlled 4D Hand Motion Modeling
In Poster Session 6 Pavilion 4
Zhihao Sun · Tong Wu · Ruirui Tu · Daoguo Dong · Zuxuan Wu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3402
FLoC: Facility Location-Based Efficient Visual Token Compression for Long Video Understanding
In Poster Session 6 Pavilion 4
Janghoon Cho ⋅ Jungsoo Lee ⋅ Munawar Hayat ⋅ Kyuwoong Hwang ⋅ Fatih Porikli ⋅ Sungha Choi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#423
Constraint Matters: Multi-Modal Representation for Reducing Mixed-Integer Linear programming
In Poster Session 6 Pavilion 3
jiajun li ⋅ Yixuan Li ⋅ Ran Hou ⋅ Yu Ding ⋅ Shisi Guan ⋅ Jiahui Duan ⋅ Xiongwei Han ⋅ Tao Zhong ⋅ Vincent Chau ⋅ Weiwei Wu ⋅ Zhiyuan Liu ⋅ Wanyuan Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3403
iLLaVA: An Image is Worth Fewer Than 1/3 Input Tokens in Large Multimodal Models
In Poster Session 6 Pavilion 4
Lianyu Hu ⋅ Liqing Gao ⋅ Fanhua Shang ⋅ Liang Wan ⋅ Wei Feng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#421
Improving Online-to-Nonconvex Conversion for Smooth Optimization via Double Optimism
In Poster Session 6 Pavilion 3
Francisco Patitucci · Ruichen Jiang · Aryan Mokhtari
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3405
SpinBench: Perspective and Rotation as a Lens on Spatial Reasoning in VLMs
In Poster Session 6 Pavilion 4
Yuyou Zhang · Radu Corcodel · Chiori Hori · Anoop Cherian · DING ZHAO
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#624
Efficient Submodular Maximization for Sums of Concave over Modular Functions
In Poster Session 6 Pavilion 3
Yang Lv ⋅ Guihao Wang ⋅ Dachuan Xu ⋅ Ruiqi Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#419
ATLAS: Alibaba Dataset and Benchmark for Learning-Augmented Scheduling
In Poster Session 6 Pavilion 3
Zhiyun Jiang · Tianming Zhao · Chunqiu xia · Albert Zomaya
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3406
DriveAgent-R1: Advancing VLM-based Autonomous Driving with Active Perception and Hybrid Thinking
In Poster Session 6 Pavilion 4
Weicheng Zheng · Xiaofei Mao · Nanfei Ye · Pengxiang Li · Kun Zhan · XianPeng Lang · Hang Zhao
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3407
lmgame-Bench: How Good are LLMs at Playing Games?
In Poster Session 6 Pavilion 4
Lanxiang Hu · Mingjia Huo · Yuxuan Zhang · Haoyang Yu · Eric P Xing · Ion Stoica · Tajana Rosing · Haojian Jin · Hao Zhang
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#418
From Predictors to Samplers via the Training Trajectory
In Poster Session 6 Pavilion 3
Soumya Ram ⋅ Akhila Ram
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#417
Efficient Approximate Posterior Sampling with Annealed Langevin Monte Carlo
In Poster Session 6 Pavilion 3
Advait Parulekar ⋅ Litu Rout ⋅ Karthikeyan Shanmugam ⋅ Sanjay Shakkottai
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3408
PlantRSR: A New Plant Dataset and Method for Reference-based Super-Resolution
In Poster Session 6 Pavilion 4
Hongyang Zhou · Xiaobin Zhu · Shengxiang Yu · Liuling Chen · Jingyan Qin · Xu-Cheng Yin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#416
Efficient Sliced Wasserstein Distance Computation via Adaptive Bayesian Optimization
In Poster Session 6 Pavilion 3
Manish Acharya · David Hyde
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3409
OmniActor: A Generalist GUI and Embodied Agent for 2D&3D Worlds
In Poster Session 6 Pavilion 4
Longrong Yang · Zhixiong Zeng · Yufeng Zhong · Jing Huang · Liming Zheng · Lei Chen · Haibo Qiu · Zequn Qin · Lin Ma · Xi Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3410
VGR: Visual Grounded Reasoning
In Poster Session 6 Pavilion 4
Jiacong Wang · Zijian Kang · Haochen Wang · Xiao Liang · Ya Wang · Jiawen Li · Bohong Wu · Jiao Ran · Haiyong Jiang · Chao Feng · Jun Xiao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#415
Adaptive Acquisition Selection for Bayesian Optimization with Large Language Models
In Poster Session 6 Pavilion 3
Giang Ngo ⋅ Dat Phan Trong ⋅ Dang Nguyen ⋅ Sunil Gupta ⋅ Svetha Venkatesh
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#414
Trinity: An Evolved LLM Coordinator
In Poster Session 6 Pavilion 3
Jinglue Xu · Qi Sun · Peter Schwendeman · Stefan Nielsen · Edoardo Cetin · Yujin Tang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3411
Perception-Aware Policy Optimization for Multimodal Reasoning
In Poster Session 6 Pavilion 4
Zhenhailong Wang · Xuehang Guo · Sofia Stoica · Haiyang Xu · Hongru WANG · Hyeonjeong Ha · Xiusi Chen · Yangyi Chen · Ming Yan · Fei Huang · Heng Ji
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#413
DR-Submodular Maximization with Stochastic Biased Gradients: Classical and Quantum Gradient Algorithms
In Poster Session 6 Pavilion 3
Shengminjie Chen · Xiaoming Sun · Wenguo Yang · Jialin Zhang · Zihan Zhao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3412
Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks
In Poster Session 6 Pavilion 4
Qihua Dong · Kuo Yang · Lin Ju · Handong Zhao · Yitian Zhang · Yizhou Wang · Huimin Zeng · Jianglin Lu · Yun Fu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#412
FlexLoRA: Entropy-Guided Flexible Low-Rank Adaptation
In Poster Session 6 Pavilion 3
Muqing Liu · Chongjie Si · Yuheng Jia
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3414
Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation
In Poster Session 6 Pavilion 4
Hongtao Yu ⋅ Yuxin Peng ⋅ Serge Belongie ⋅ Xiu-Shen Wei
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#411
Unlocking Full Efficiency of Token Filtering in Large Language Model Training
In Poster Session 6 Pavilion 3
Di Chai · LI Pengbo · Feiyuan Zhang · Yilun Jin · Han Tian · Kaiqiang Xu · Binhang Yuan · Dian Shen · Junxue Zhang · Kai Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#410
From Sequential to Parallel: Reformulating Dynamic Programming as GPU Kernels for Large-Scale Stochastic Combinatorial Optimization
In Poster Session 6 Pavilion 3
Jingyi Zhao · Linxin Yang · Haohua Zhang · Qile He · Tian Ding
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3415
Investigating Redundancy in Multimodal Large Language Models with Multiple Vision Encoders
In Poster Session 6 Pavilion 4
Yizhou WANG · Song Mao · Yang Chen · Yufan Shen · Pinlong Cai · Ding Wang · Guohang Yan · Zhi Yu · Yinqiao Yan · Xuming Hu · Botian Shi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#409
LEGACY: A Lightweight Dynamic Gradient Compression Strategy for Distributed Deep Learning
In Poster Session 6 Pavilion 3
Mostapha Essoullami · El Houcine Bergou · Aritra Dutta
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3416
SCUBA: Salesforce Computer Use Benchmark
In Poster Session 6 Pavilion 4
Yutong Dai · Krithika Ramakrishnan · Jing Gu · Matthew Fernandez · Yanqi Luo · Viraj Prabhu · Zhenyu Hu · silvio savarese · Caiming Xiong · Zeyuan Chen · Ran Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3417
ExPO-HM: Learning to Explain-then-Detect for Hateful Meme Detection
In Poster Session 6 Pavilion 4
Jingbiao Mei · Mingsheng Sun · Jinghong Chen · Pengda Qin · Yuhong Li · Da Chen · Bill Byrne
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#408
FedMuon: Federated Learning with Bias-corrected LMO-based Optimization
In Poster Session 6 Pavilion 3
Yuki Takezawa · Anastasia Koloskova · Xiaowen Jiang · Sebastian Stich
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3418
Uncover Underlying Correspondence for Robust Multi-view Clustering
In Poster Session 6 Pavilion 4
Haochen Zhou · Guofeng Ding · Mouxing Yang · Peng Hu · Yijie Lin · Xi Peng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#407
A Scalable Distributed Framework for Multimodal GigaVoxel Image Registration
In Poster Session 6 Pavilion 3
Rohit Jena · Vedant Zope · Pratik A Chaudhari · James Gee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#406
DES-LOC: Desynced Low Communication Adaptive Optimizers for Foundation Models
In Poster Session 6 Pavilion 3
Alex Iacob · Lorenzo Sani · Mher Safaryan · Paris Giampouras · Samuel Horváth · Andrej Jovanovic · Meghdad Kurmanji · Preslav Aleksandrov · William Shen · Xinchi Qiu · Nic Lane
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3518
Dynamic Multimodal Activation Steering for Hallucination Mitigation in Large Vision-Language Models
In Poster Session 6 Pavilion 4
Jianghao Yin · Qin Chen · Kedi Chen · Jie Zhou · Xingjiao Wu · Liang He
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3517
AnyUp: Universal Feature Upsampling
In Poster Session 6 Pavilion 4
Thomas Wimmer · Prune Truong · Marie-Julie Rakotosaona · Michael Oechsle · Federico Tombari · Bernt Schiele · Jan Eric Lenssen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#405
MT-DAO: Multi-Timescale Distributed Adaptive Optimizers with Local Updates
In Poster Session 6 Pavilion 3
Alex Iacob · Andrej Jovanovic · Mher Safaryan · Meghdad Kurmanji · Lorenzo Sani · Samuel Horváth · William Shen · Xinchi Qiu · Nic Lane
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#404
Exploring Diverse Generation Paths via Inference-time Stiefel Activation Steering
In Poster Session 6 Pavilion 3
Dongxuan Zhu ⋅ Ly Khanh ⋅ Andy Yat-Ming Cheung ⋅ Man-Chung Yue ⋅ Viet Anh Nguyen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3516
More Thought, Less Accuracy? On the Dual Nature of Reasoning in Vision-Language Models
In Poster Session 6 Pavilion 4
Xinyu Tian · Shu Zou · Zhaoyuan Yang · Mengqi He · Fabian Waschkowski · Lukas Wesemann · Peter Tu · Jing Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3515
UniUGG: Unified 3D Understanding and Generation via Geometric-Semantic Encoding
In Poster Session 6 Pavilion 4
Yueming Xu ⋅ Jiahui Zhang ⋅ Ze Huang ⋅ Yurui Chen ⋅ Yanpeng Zhou ⋅ Dave Chen ⋅ Yu-Jie Yuan ⋅ Pengxiang Xia ⋅ Guowei Huang ⋅ Xinyue Cai ⋅ Zhongang Qi ⋅ Xingyue Quan ⋅ Jianye Hao ⋅ Hang Xu ⋅ Li Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#403
Understanding and improving Shampoo and SOAP via Kullback-Leibler Minimization
In Poster Session 6 Pavilion 3
Wu Lin ⋅ Scott C. Lowe ⋅ Felix Dangel ⋅ Runa Eschenhagen ⋅ Zikun Xu ⋅ Roger Grosse
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3514
WIMFRIS: WIndow Mamba Fusion and Parameter Efficient Tuning for Referring Image Segmentation
In Poster Session 6 Pavilion 4
Seunghun Moon · Hyunwoo Yu · Haeuk Lee · Suk-Ju Kang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#402
Semi-Supervised Preference Optimization with Limited Feedback
In Poster Session 6 Pavilion 3
Seonggyun Lee · Sungjun Lim · Seojin Park · Soeun Cheon · Kyungwoo Song
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3513
InfoDet: A Dataset for Infographic Element Detection
In Poster Session 6 Pavilion 4
Jiangning Zhu · Yuxing Zhou · Zheng Wang · Juntao Yao · Yima Gu · Yuhui Yuan · Shixia Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#401
Beyond Sequential Reranking: Reranker-Guided Search Improves Reasoning Intensive Retrieval
In Poster Session 6 Pavilion 3
Haike Xu ⋅ Tong Chen
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3512
CLUTCH: Contextualized Language model for Unlocking Text-Conditioned Hand motion modelling in the wild
In Poster Session 6 Pavilion 4
Balamurugan Thambiraja ⋅ Omid Taheri ⋅ Radek Danecek ⋅ Giorgio Becherini ⋅ Gerard Pons-Moll ⋅ Justus Thies
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#501
On the Convergence Direction of Gradient Descent
In Poster Session 6 Pavilion 3
Shuo Chen ⋅ Xiaolong Li ⋅ Jiaying Peng ⋅ Yao Zhao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#502
ADEPT: Continual Pretraining via Adaptive Expansion and Dynamic Decoupled Tuning
In Poster Session 6 Pavilion 3
Jinyang Zhang · Yue Fang · Hongxin Ding · Weibin Liao · Muyang Ye · Junfeng Zhao · Yasha Wang · Xu Chu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3511
MMSearch-Plus: Benchmarking Provenance-Aware Search for Multimodal Browsing Agents
In Poster Session 6 Pavilion 4
Xijia Tao · Teng Yihua · Xinxing Su · Xinyu Fu · Jihao Wu · Chaofan Tao · Ziru Liu · Haoli Bai · Rui Liu · Lingpeng Kong
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#503
FutureFill: Fast Generation from Convolutional Sequence Models
In Poster Session 6 Pavilion 3
Naman Agarwal ⋅ Xinyi Chen ⋅ Evan Dogariu ⋅ Devan Shah ⋅ Hubert Strauss ⋅ Vladimir Feinberg ⋅ Daniel Suo ⋅ Peter Bartlett ⋅ Elad Hazan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3510
PoSh: Using Scene Graphs to Guide LLMs-as-a-Judge for Detailed Image Descriptions
In Poster Session 6 Pavilion 4
Amith Ananthram · Elias Stengel-Eskin · Lorena Bradford · Julia Demarest · Adam Purvis · Keith Krut · Robert Stein · Rina Pantalony · Mohit Bansal · Kathleen McKeown
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#504
Displacement-Resistant Extensions of DPO with Nonconvex $f$-Divergences
In Poster Session 6 Pavilion 3
Idan Pipano ⋅ Shoham Sabach ⋅ Kavosh Asadi ⋅ Mohammad Ghavamzadeh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3509
MRAD: Zero-Shot Anomaly Detection with Memory-Driven Retrieval
In Poster Session 6 Pavilion 4
Chaoran Xu · Chengkan Lv · Qiyu Chen · Feng Zhang · Zhengtao Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#505
R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?
In Poster Session 6 Pavilion 3
Yi Lu · Jianing Wang · Linsen Guo · Wei He · Hongyin Tang · Tao Gui · Xuanjing Huang · Xuezhi Cao · Wei Wang · Xunliang Cai
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3508
Faster Vision Transformers with Adaptive Patches
In Poster Session 6 Pavilion 4
Rohan Choudhury ⋅ JungEun Kim ⋅ Jinhyung Park ⋅ Eunho Yang ⋅ Laszlo A. Jeni ⋅ Kris Kitani
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3507
Constructive Distortion: Improving MLLMs with Attention-Guided Image Warping
In Poster Session 6 Pavilion 4
Dwip Dalal · Gautam Vashishtha · Utkarsh Mishra · Jeonghwan Kim · Madhav Kanda · Hyeonjeong Ha · Svetlana Lazebnik · Heng Ji · Unnat Jain
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#506
Query-Aware Flow Diffusion for Graph-Based RAG with Retrieval Guarantees
In Poster Session 6 Pavilion 3
Zhuoping Zhou · Davoud Ataee Tarzanagh · Sima Didari · Wenjun Hu · Baruch Gutow · Oxana Verkholyak · Masoud Faraki · Heng Hao · Hankyu Moon · Seungjai Min
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3506
Flatness Guided Test-Time Adaptation for Vision-Language Models
In Poster Session 6 Pavilion 4
aodi Li · Liansheng Zhuang · Xiao Long · Houqiang Li · Shafei Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#507
Incentivizing LLM Reasoning via Reinforcement Learning with Functional Monte Carlo Tree Search
In Poster Session 6 Pavilion 3
Kongcheng Zhang ⋅ QI YAO ⋅ Baisheng Lai ⋅ Jiaxing Huang ⋅ Wenkai Fang ⋅ Dacheng Tao ⋅ Mingli Song ⋅ Shunyu Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3505
MARS - A Foundational Map Auto-Regressor
In Poster Session 6 Pavilion 4
Qi Zhang ⋅ Suvam Bag ⋅ Rupanjali Kukal ⋅ Mikael Figueroa ⋅ Rishi Madhok ⋅ Nikolaos Karianakis ⋅ Fuxun Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#508
WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference
In Poster Session 6 Pavilion 3
Sihan Chen · Dan Zhao · Jongwoo Ko · Colby Banbury · Huiping Zhuang · Luming Liang · Pashmina Cameron · Tianyi Chen
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3504
FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models
In Poster Session 6 Pavilion 4
Jiyoon Pyo ⋅ Yuankun Jiao ⋅ Dongwon Jung ⋅ Zekun Li ⋅ Leeje Jang ⋅ Sofia Kirsanova ⋅ Jina Kim ⋅ Yijun Lin ⋅ Qin Liu ⋅ Junyi Xie ⋅ Hadi Askari ⋅ Nan Xu ⋅ Muhao Chen ⋅ Yao-Yi Chiang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#509
ChainGPT: Dual-Reasoning Model with Recurrent Depth and Multi-Rank State Updates
In Poster Session 6 Pavilion 3
Yunao Zheng · Xiaojie Wang · Lei Ren · Chen Wei
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3503
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction
In Poster Session 6 Pavilion 4
Qineng Wang ⋅ Wenlong Huang ⋅ Yu Zhou ⋅ Hang Yin ⋅ Tianwei Bao ⋅ Jianwen Lyu ⋅ Weiyu Liu ⋅ Ruohan Zhang ⋅ Jiajun Wu ⋅ Li Fei-Fei ⋅ Manling Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#510
BEP: A Binary Error Propagation Algorithm for Binary Neural Networks Training
In Poster Session 6 Pavilion 3
Luca Colombo ⋅ Fabrizio Pittorino ⋅ Daniele Zambon ⋅ Carlo Baldassi ⋅ Manuel Roveri ⋅ Cesare Alippi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#511
Global Resolution: Optimal Multi-Draft Speculative Sampling via Convex Optimization
In Poster Session 6 Pavilion 3
Rahul Thomas · Arka Pal
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3502
InternSpatial: A Comprehensive Dataset for Spatial Reasoning in Vision-Language Models
In Poster Session 6 Pavilion 4
Nianchen Deng · Lixin Gu · Shenglong Ye · Yinan He · Zhe Chen · Songze Li · Haomin Wang · Jinhui Yin · Qi Wei · Tianshuo Yang · Min Dou · Tong He · Wenqi Shao · Kaipeng Zhang · Yi Wang · Botian Shi · Yanting Zhang · Jifeng Dai · Yu Qiao · Wenhai Wang · Hongjie Zhang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#512
SCAD: Super-Class-Aware Debiasing for Long-Tailed Semi-Supervised Learning
In Poster Session 6 Pavilion 3
Sunguk Jang ⋅ Jinwoo Jeon ⋅ Byung-Jun Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3501
RegionReasoner: Region-Grounded Multi-Round Visual Reasoning
In Poster Session 6 Pavilion 4
Wenfang Sun · Hao Chen · Yingjun Du · Yefeng Zheng · Cees G Snoek
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3601
Knowledge Exchange with Confidence: Cost-Effective LLM Integration for Reliable and Efficient Visual Question Answering
In Poster Session 6 Pavilion 4
Mahsa Mozaffari · Hitesh Sapkota · Xumin Liu · Qi Yu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#513
d$^2$Cache: Accelerating Diffusion-Based LLMs via Dual Adaptive Caching
In Poster Session 6 Pavilion 3
Yuchu Jiang · Yue Cai · Xiangzhong Luo · Jiale Fu · Jiarui Wang · CHONGHAN LIU · xu yang
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#514
Overcoming Joint Intractability with Lossless Hierarchical Speculative Decoding
In Poster Session 6 Pavilion 3
Yuxuan Zhou · Fei Huang · Heng Li · Fengyi Wu · Tianyu Wang · jianwei zhang · Junyang Lin · Zhi-Qi Cheng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3602
VidBridge-R1: Bridging QA and Captioning for RL-based Video Understanding Models with Intermediate Proxy Tasks
In Poster Session 6 Pavilion 4
Xinlong Chen · Yuanxing Zhang · Yushuo Guan · Weihong Lin · Zekun Wang · Bohan Zeng · Yang Shi · Sihan Yang · Qiang Liu · Pengfei Wan · Liang Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3603
Can Vision-Language Models Answer Face to Face Questions in the Real-World?
In Poster Session 6 Pavilion 4
Reza Pourreza ⋅ Rishit Dagli ⋅ Apratim Bhattacharyya ⋅ Sunny Panchal ⋅ Guillaume Berger ⋅ Roland Memisevic
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#515
Metis: Training LLMs with FP4 Quantization
In Poster Session 6 Pavilion 3
Hengjie Cao · Mengyi Chen · Yifeng Yang · Fang Dong · Ruijun Huang · Jixian Zhou · Anrui Chen · Mingzhi Dong · Yujiang Wang · Jinlong Hou · Yuan Cheng · FAN WU · Fan Yang · Tun Lu · Ning Gu · Li Shang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3604
Efficient-SAM2: Accelerating SAM2 with Object-Aware Visual Encoding and Memory Retrieval
In Poster Session 6 Pavilion 4
Jing Zhang · Zhikai Li · Xuewen Liu · Qingyi Gu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#516
Hilbert: Recursively Building Formal Proofs with Informal Reasoning
In Poster Session 6 Pavilion 3
Sumanth Varambally ⋅ Thomas Voice ⋅ Yanchao Sun ⋅ Zhifeng Chen ⋅ Rose Yu ⋅ Ke Ye
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#517
Holdout-Loss-Based Data Selection for LLM Finetuning via In-Context Learning
In Poster Session 6 Pavilion 3
Ling Zhang ⋅ Xianliang Yang ⋅ Juwon Yu ⋅ Park Cheonyoung ⋅ Lei Song ⋅ Jiang Bian
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3605
Synergizing Understanding and Generation with Interleaved Analyzing-Drafting Thinking
In Poster Session 6 Pavilion 4
Shengqiong Wu · Bobo Li · Xinkai Wang · Xiangtai Li · Lei Cui · Furu Wei · Shuicheng YAN · Hao (Scofield) Fei · Tat-Seng Chua
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#518
Towards Quantization-Aware Training for Ultra-Low-Bit Reasoning LLMs
In Poster Session 6 Pavilion 3
Yasuyuki Okoshi ⋅ Hikari Otsuka ⋅ Daichi Fujiki ⋅ Masato Motomura
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#519
Counterfactual Reasoning for Retrieval-Augmented Generation
In Poster Session 6 Pavilion 3
Huaiyu Qin · Chunyu Wei · Yueguo Chen · Yunhai Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3607
MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the Metaverse
In Poster Session 6 Pavilion 4
Zhenyu Pan · Han Liu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#520
RouterArena: An Open Platform for Comprehensive Comparison of LLM Routers
In Poster Session 6 Pavilion 3
Yifan (Louie) Lu · Rixin Liu · Jiayi Yuan · Xingqi Cui · Shenrun Zhang · Hongyi Liu · Jiarong Xing
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3608
LearnPruner: Rethinking Attention-based Token Pruning in Vision Language Models
In Poster Session 6 Pavilion 4
Rinyoichi Takezoe ⋅ Yaqian Li ⋅ Zi-Hao Bo ⋅ Anzhou Hou ⋅ Mo Guang ⋅ Kaiwen Long
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3609
LINK: Learning Instance-level Knowledge from Vision-Language Models for Human-Object Interaction Detection
In Poster Session 6 Pavilion 4
Eastman Z Y Wu · Ya-Li Li · Yuan Wang · Shengjin Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#521
LoFT: Low-Rank Adaptation That Behaves Like Full Fine-Tuning
In Poster Session 6 Pavilion 3
Nurbek Tastan · Stefanos Laskaridis · Martin Takáč · Karthik Nandakumar · Samuel Horváth
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#522
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM
In Poster Session 6 Pavilion 3
Haoyu Huang · Hong Ting Tsang · Jiaxin Bai · Xi Peng · Gong Zhang · Yangqiu Song
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3610
Point2RBox-v3: Self-Bootstrapping from Point Annotations via Integrated Pseudo-Label Refinement and Utilization
In Poster Session 6 Pavilion 4
Teng Zhang · Ziqian Fan · Mingxin Liu · Xin Zhang · Xudong Lu · Wentong Li · Yue Zhou · Yi Yu · Xiang Li · Junchi Yan · Xue Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#523
SLM-MUX: Orchestrating Small Language Models for Reasoning
In Poster Session 6 Pavilion 3
Chenyu Wang ⋅ Zishen Wan ⋅ Hao Kang ⋅ Emma Chen ⋅ Zhiqiang Xie ⋅ Tushar Krishna ⋅ Vijay Janapa Reddi ⋅ Yilun Du
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3611
Consolidating Reinforcement Learning for Multimodal Discrete Diffusion Models
In Poster Session 6 Pavilion 4
Tianren Ma · Mu Zhang · Yibing Wang · Qixiang Ye
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3612
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding
In Poster Session 6 Pavilion 4
David Ma ⋅ Huaqing Yuan ⋅ Xingjian Wang ⋅ Qianbo ZANG ⋅ Tianci Liu ⋅ Xinyang He ⋅ Yanbin Wei ⋅ Jiawei Guo ⋅ nijiahui ⋅ Zhenzhu Yang ⋅ Meng Cao ⋅ Shanghaoran Quan ⋅ Yizhi Li ⋅ Wangchunshu Zhou ⋅ JIAHENG LIU ⋅ Wenhao Huang ⋅ Ge Zhang ⋅ Shiwen Ni ⋅ Xiaojie Jin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#524
LeSTD: LLM Compression via Learning-based Sparse Tensor Decomposition
In Poster Session 6 Pavilion 3
Yi Li · Zhichun Guo · Miao Yin · Bingzhe Li
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#525
Channel-Aware Mixed-Precision Quantization for Efficient Long-Context Inference
In Poster Session 6 Pavilion 3
Chengxi Liao · Zeyi Wen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3613
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning
In Poster Session 6 Pavilion 4
Zejun Li ⋅ Yingxiu Zhao ⋅ Jiwen Zhang ⋅ Siyuan Wang ⋅ Yang Yao ⋅ Runzhou Zhao ⋅ Jun Song ⋅ Bo Zheng ⋅ zhongyu wei
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#526
Expert Heads: Robust Evidence Identification for Large Language Models
In Poster Session 6 Pavilion 3
Qi Wu · Jianfeng Qu · Ximing Li · Zhixu Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3614
Fostering Video Reasoning via Next-Event Prediction
In Poster Session 6 Pavilion 4
Haonan Wang · Hongfu Liu · Xiangyan Liu · Chao Du · Kenji Kawaguchi · Ye Wang · Tianyu Pang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3615
UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and Editing
In Poster Session 6 Pavilion 4
Hao Tang · Chen-Wei Xie · Xiaoyi Bao · Tingyu Weng · Pandeng Li · Yun Zheng · Liwei Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#626
ProxyAttn: Guided Sparse Attention via Representative Heads
In Poster Session 6 Pavilion 3
Yixuan Wang · Huang He · Siqi Bao · hua wu · Haifeng Wang · Qingfu Zhu · Wanxiang Che
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#625
RESA: Bringing Back What Sparse Attention Ignores with Residual Estimation
In Poster Session 6 Pavilion 3
Weihao Yang · Hao Huang · Ningke Li · Shihao Wang · Darong Yang · Yanqi Pan · Wen Xia · Shiyi Li · Xiangyu Zou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3616
TOUCH: Text-guided Controllable Generation of Free-Form Hand-Object Interactions
In Poster Session 6 Pavilion 4
Guangyi Han · Wei Zhai · Yuhang Yang · Yang Cao · Zheng-Jun Zha
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1901
Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match
In Poster Session 6 Pavilion 3
Jinze Li · Yixing Xu · Guanchen Li · Shuo Yang · Jinfeng Xu · Xuanwu Yin · Dong Li · Edith Ngai · Emad Barsoum
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3617
VideoReasonBench: Can MLLMs Perform Vision-Centric Complex Video Reasoning?
In Poster Session 6 Pavilion 4
Yuanxin Liu ⋅ Kun Ouyang ⋅ Haoning Wu ⋅ Yi Liu ⋅ Lin Sui ⋅ Xinhao Li ⋅ Yan Zhong ⋅ Y.Charles ⋅ Xinyu Zhou ⋅ Xu Sun
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3216
GeoPurify: A Data-Efficient Geometric Distillation Framework for Open-Vocabulary 3D Segmentation
In Poster Session 6 Pavilion 4
Weijia Dou ⋅ Xu Zhang ⋅ Yi Bin ⋅ Jian Liu ⋅ Bo Peng ⋅ Guoqing Wang ⋅ Yang Yang ⋅ Heng Tao Shen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3618
Sequential Information Bottleneck Fusion: Towards Robust and Generalizable Multi-Modal Brain Tumor Segmentation
In Poster Session 6 Pavilion 4
TIANYI LIU · Xi Yang · Wei Wang · Anh Nguyen · Haochuan Jiang · Kaizhu Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#622
LycheeDecode: Accelerating Long-Context LLM Inference via Hybrid-Head Sparse Decoding
In Poster Session 6 Pavilion 3
Gang Lin · dongfang li · Zhuoen Chen · Yukun Shi · Xuhui Chen · Baotian Hu · Min Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3718
Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation
In Poster Session 6 Pavilion 4
Jinpeng Lu · Linghan Cai · Yinda Chen · Guo Tang · Songhan Jiang · Haoyuan Shi · Zhiwei Xiong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#621
PrefixMemory-Tuning: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention
In Poster Session 6 Pavilion 3
Haonan Wang · Brian Chen · Siquan Li · Liang Xinhe · Hwee Lee · Kenji Kawaguchi · Tianyang Hu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3717
Interaction-aware Representation Modeling With Co-Occurrence Consistency for Egocentric Hand-Object Parsing
In Poster Session 6 Pavilion 4
Yuejiao Su · Yi Wang · Lei Yao · Yawen Cui · Lap-Pui Chau
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3716
TRACE: Your Diffusion Model is Secretly an Instance Edge Detector
In Poster Session 6 Pavilion 4
Sanghyun Jo · Ziseok Lee · Wooyeol Lee · Jonghyun Choi · Jaesik Park · Kyungsu Kim
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#620
Attention Is All You Need for KV Cache in Diffusion LLMs
In Poster Session 6 Pavilion 3
Quan Nguyen-Tri ⋅ Mukul Ranjan ⋅ Zhiqiang Shen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3715
All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning
In Poster Session 6 Pavilion 4
Zheng Yang · Ruoxin Chen · Zhiyuan Yan · Ke-Yue Zhang · Xinghe Fu · Shuang Wu · Xiujun Shu · Taiping Yao · Shouhong Ding · Zequn Qin · Xi Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#619
Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall
In Poster Session 6 Pavilion 3
Mingyu Jo ⋅ Jaesik Yoon ⋅ Justin Deschenaux ⋅ Caglar Gulcehre ⋅ Sungjin Ahn
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3606
Sequential Parallel Duality in Prefix Scannable Models
In Poster Session 6 Pavilion 4
Morris Yau ⋅ Sharut Gupta ⋅ Valerie Engelmayer ⋅ Kazuki Irie ⋅ Stefanie Jegelka ⋅ Jacob Andreas
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#618
FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models
In Poster Session 6 Pavilion 3
Amin Karimi Monsefi · Nikhil Bhendawade · Manuel Ciosici · Dominic Culver · Yizhe Zhang · Irina Belousova
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3714
HSIC Bottleneck for Cross-Generator and Domain-Incremental Synthetic Image Detection
In Poster Session 6 Pavilion 4
CHIN-CHIA YANG ⋅ Yung-Yu Chuang ⋅ Hwann-Tzong Chen ⋅ Tyng-Luh Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3713
Part-level Semantic-guided Contrastive Learning for Fine-grained Visual Classification
In Poster Session 6 Pavilion 4
Zhijian Lin · Hong Han
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#617
Pareto Variational Autoencoder
In Poster Session 6 Pavilion 3
Mincheol Cho · Yedarm Seong · Joong-Ho Won
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#616
Self-Speculative Masked Diffusions
In Poster Session 6 Pavilion 3
Andrew Campbell ⋅ Valentin De Bortoli ⋅ Jiaxin Shi ⋅ Arnaud Doucet
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3712
No Pixel Left Behind: A Detail-Preserving Architecture for Robust High-Resolution AI-Generated Image Detection
In Poster Session 6 Pavilion 4
Lianrui Mu ⋅ Haoji Hu ⋅ Xingze Zou ⋅ Jianhong Bai ⋅ Jiaqi Hu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#615
Information Estimation with Discrete Diffusion
In Poster Session 6 Pavilion 3
Alberto Foresti ⋅ Giulio Franzese ⋅ Pietro Michiardi
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3711
RestoreVAR: Visual Autoregressive Generation for All-in-One Image Restoration
In Poster Session 6 Pavilion 4
Sudarshan Rajagopalan · Kartik Narayan · Vishal Patel
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3710
KinemaDiff: Towards Diffusion for Coherent and Physically Plausible Human Motion Prediction
In Poster Session 6 Pavilion 4
Ye Lu · Jie Wang · Tianyi Liu · Jianjun Gao · Kim-Hui Yap
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#614
Planner Aware Path Learning in Diffusion Language Models Training
In Poster Session 6 Pavilion 3
Zhangzhi Peng ⋅ Zachary Bezemek ⋅ Jarrid Rector-Brooks ⋅ Shuibai Zhang ⋅ Michael Bronstein ⋅ Anru Zhang ⋅ Joey Bose ⋅ Alexander Tong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3709
LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer
In Poster Session 6 Pavilion 4
Song Fei · Tian Ye · Lujia Wang · Lei Zhu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#613
Improving Autoregressive Video Modeling with History Understanding
In Poster Session 6 Pavilion 3
Wenyang Luo · Haina Qin · Bing Li · Jiwen Lu · Xin Tao · Pengfei Wan · Kun Gai
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3708
FARTrack: Fast Autoregressive Visual Tracking with High Performance
In Poster Session 6 Pavilion 4
Guijie Wang · Tong Lin · Yifan Bai · Anjia Cao · Shiyi Liang · Wangbo Zhao · Xing Wei
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#612
ProtoKV: Long-context Knowledges Are Already Well-Organized Before Your Query
In Poster Session 6 Pavilion 3
Zhiyuan Yu · Shijian Xiao · Zhangyue Yin · Xiaoran Liu · Lekai Xing · Wenzhong Li · Cam-Tu Nguyen · Sanglu Lu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3707
QuaMo: Quaternion Motions for Vision-based 3D Human Kinematics Capture
In Poster Session 6 Pavilion 4
Cuong Le · Pavlo Melnyk · Urs Waldmann · Mårten Wadenbäck · Bastian Wandt
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#611
Catalog-Native LLM: Speaking Item-ID dialect with Less Entanglement for Recommendation
In Poster Session 6 Pavilion 3
Reza Shirkavand · Xiaokai Wei · Chen Wang · Zheng Hui · Heng Huang · Michelle Gong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#610
Robust Multi-Objective Controlled Decoding of Large Language Models
In Poster Session 6 Pavilion 3
Seongho Son ⋅ William Bankes ⋅ Sangwoong Yoon ⋅ Shyam Sundhar Ramesh ⋅ Xiaohang Tang ⋅ Ilija Bogunovic
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3706
Fore-Mamba3D: Mamba-based Foreground-Enhanced Encoding for 3D Object Detection
In Poster Session 6 Pavilion 4
Zhiwei Ning · Xuanang Gao · Jiaxi Cao · Runze Yang · Huiying Xu · Xinzhong Zhu · Jie Yang · Wei Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3705
Video Scene Segmentation with Genre and Duration Signals
In Poster Session 6 Pavilion 4
Jungu Cho · Seong Jong Ha · Hae-Gon Jeon
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#609
Self-Speculative Decoding Accelerates Lossless Inference in Any-Order and Any-Subset Autoregressive Models
In Poster Session 6 Pavilion 3
Gabe Guo · Stefano Ermon
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3704
CortiLife: A Unified Framework for Cortical Representation Learning across the Lifespan
In Poster Session 6 Pavilion 4
Pengcheng Xue · Dong Nie · Jie Luo · Daoqiang Zhang · Xuyun Wen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#608
Diffusion Language Model Knows the Answer Before It Decodes
In Poster Session 6 Pavilion 3
Pengxiang Li · Yefan Zhou · Dilxat Muhtar · Lu Yin · Shilin Yan · Li Shen · Yi Liang · Soroush Vosoughi · Shiwei Liu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3703
RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
In Poster Session 6 Pavilion 4
Victor Oei · Jenny Schmalfuss · Lukas Mehl · Madlen Bartsch · Shashank Agnihotri · Margret Keuper · Andreas Bulling · Andres Bruhn
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#607
Discovering Novel LLM Experts via Task-Capability Coevolution
In Poster Session 6 Pavilion 3
Andrew Dai ⋅ Boris Meinardus ⋅ Ciaran Regan ⋅ Yingtao Tian ⋅ Yujin Tang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#606
Rainbow Padding: Mitigating Early Termination in Instruction-Tuned Diffusion LLMs
In Poster Session 6 Pavilion 3
BumJun Kim ⋅ Dongjae Jeon ⋅ Dueun Kim ⋅ Wonje Jeung ⋅ Albert No
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3702
Self-Guided Low Light Object Detection Framework
In Poster Session 6 Pavilion 4
Gwangik Shin · Jaeha Song · Soonmin Hwang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3701
WAFT: Warping-Alone Field Transforms for Optical Flow
In Poster Session 6 Pavilion 4
Yihan Wang · Jia Deng
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#605
One step further with Monte-Carlo sampler to guide diffusion better
In Poster Session 6 Pavilion 3
Minsi Ren · Wenhao Deng · Ruiqi Feng · Tailin Wu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3801
Animating the Uncaptured: Humanoid Mesh Animation with Video Diffusion Models
In Poster Session 6 Pavilion 4
Marc Benedi San Millan ⋅ Angela Dai ⋅ Matthias Niessner
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#604
Shortcut Diffusion Training with Cumulative Consistency Loss: An Optimal Control View
In Poster Session 6 Pavilion 3
Paribesh Regmi · Sandesh Ghimire · Rui Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3802
Seeing Through the PRISM: Compound & Controllable Restoration of Scientific Images
In Poster Session 6 Pavilion 4
Rupa Kurinchi-Vendhan ⋅ Pratyusha Sharma ⋅ Antonio Torralba ⋅ Sara Beery
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#603
Diffusion Alignment as Variational Expectation-Maximization
In Poster Session 6 Pavilion 3
Jaewoo Lee · Minsu Kim · Sanghyeok Choi · Inhyuck Song · Sujin Yun · Hyeongyu Kang · Woocheol Shin · Taeyoung Yun · Kiyoung Om · Jinkyoo Park
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3803
Rethinking Unsupervised Cross-modal Flow Estimation: Learning from Decoupled Optimization and Consistency Constraint
In Poster Session 6 Pavilion 4
Runmin Zhang · Jialiang Wang · Si-Yuan Cao · Zhu Yu · Junchen Yu · Guangyi Zhang · Hui-liang Shen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#602
Navigating the Latent Space Dynamics of Neural Models
In Poster Session 6 Pavilion 3
Marco Fumero · Luca Moschella · Emanuele Rodolà · Francesco Locatello
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3804
Hot PATE: Private Aggregation of Distributions for Diverse Tasks
In Poster Session 6 Pavilion 4
Edith Cohen ⋅ Benjamin Cohen-Wang ⋅ Xin Lyu ⋅ Jelani Nelson ⋅ Tamas Sarlos ⋅ Uri Stemmer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#601
Training-Free Reward-Guided Image Editing via Trajectory Optimal Control
In Poster Session 6 Pavilion 3
Jinho Chang · Jaemin Kim · Jong Chul YE
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#701
DM4CT: Benchmarking Diffusion Models for Computed Tomography Reconstruction
In Poster Session 6 Pavilion 3
Jiayang Shi · Daniel Pelt · Joost Batenburg
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3805
Private Rate-Constrained Optimization with Applications to Fair Learning
In Poster Session 6 Pavilion 4
Mohammad Yaghini ⋅ Tudor Cebere ⋅ Michael Menart ⋅ Aurélien Bellet ⋅ Nicolas Papernot
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#702
Parallel Sampling from Masked Diffusion Models via Conditional Independence Testing
In Poster Session 6 Pavilion 3
Iskander Azangulov · Teodora Pandeva · Niranjani Prasad · Javier Zazo · Sushrut Karmalkar
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3806
Stop Tracking Me! Proactive Defense Against Attribute Inference Attack in LLMs
In Poster Session 6 Pavilion 4
Dong Yan · Jian Liang · Ran He · Tieniu Tan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3807
Pisces: Cryptography-based Private Retrieval-Augmented Generation with Dual-Path Retrieval
In Poster Session 6 Pavilion 4
Xiaojian Liang · Lushan Song · Shishuai Du · Weicheng Zhu · Tan Faith · Jun Jie Sim · Haibing Jin · Zhenghao Wu · Yingting Liu · Xin Zhang · Jiangming Yang · Pu Duan
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#703
Neodragon: Mobile Video Generation Using Diffusion Transformer
In Poster Session 6 Pavilion 3
Animesh Karnewar ⋅ Denis Korzhenkov ⋅ Ioannis Lelekas ⋅ Noor Fathima ⋅ Adil Karjauv ⋅ Mohsen Ghafoorian ⋅ Amirhossein Habibian
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3808
Rethinking Benign Relearning: Syntax as the Hidden Driver of Unlearning Failures
In Poster Session 6 Pavilion 4
Sangyeon Yoon ⋅ Hyesoo Hong ⋅ Wonje Jeung ⋅ Albert No
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#704
TROLL: Trust Regions Improve Reinforcement Learning for Large Language Models
In Poster Session 6 Pavilion 3
Philipp Becker ⋅ Niklas Freymuth ⋅ Serge Thilges ⋅ Fabian Otto ⋅ Gerhard Neumann
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3809
Curation Leaks: Membership Inference Attacks against Data Curation for Machine Learning
In Poster Session 6 Pavilion 4
Dariush Wahdany ⋅ Matthew Jagielski ⋅ Adam Dziedzic ⋅ Franziska Boenisch
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#705
LoRA meets Riemannion: Muon Optimizer for Parametrization-independent Low-Rank Adapters
In Poster Session 6 Pavilion 3
Vladimir Bogachev ⋅ Vladimir Aletov ⋅ Alexander Molozhavenko ⋅ Denis Bobkov ⋅ Vera Soboleva ⋅ Aibek Alanov ⋅ Maxim Rakhuba
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#706
Improved Object-Centric Diffusion Learning with Registers and Contrastive Alignment
In Poster Session 6 Pavilion 3
Bac Nguyen · Yuhta Takida · Naoki Murata · Chieh-Hsin Lai · Toshimitsu Uesaka · Stefano Ermon · Yuki Mitsufuji
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3810
Rethinking LoRA for Privacy-Preserving Federated Learning in Large Models
In Poster Session 6 Pavilion 4
JIN LIU · Yinbin Miao · Ning Xi · Junkang Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3811
Information-Theoretic Membership Inference for Granular Quantification of Memorization
In Poster Session 6 Pavilion 4
Jiashu Tao · Reza Shokri
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#707
High-dimensional Mean-Field Games by Particle-based Flow Matching
In Poster Session 6 Pavilion 3
Jiajia Yu ⋅ Junghwan Lee ⋅ Yao Xie ⋅ Xiuyuan Cheng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3812
WARP: Weight Teleportation for Attack-Resilient Unlearning Protocols
In Poster Session 6 Pavilion 4
Mohammad M Maheri ⋅ Xavier Cadet ⋅ Peter Chin ⋅ Hamed Haddadi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3813
Secret-Protected Evolution for Differentially Private Synthetic Text Generation
In Poster Session 6 Pavilion 4
Tianze Wang · Zhaoyu Chen · Jian Du · Yingtai Xiao · Linjun Zhang · Qiang Yan
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#709
ReLaSH: Reconstructing Joint Latent Spaces for Efficient Generation of Synthetic Hypergraphs with Hyperlink Attributes
In Poster Session 6 Pavilion 3
Feiyan Ma · Shihao Wu · Gongjun Xu · Ji Zhu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3814
Traceable Black-Box Watermarks For Federated Learning
In Poster Session 6 Pavilion 4
Jiahao Xu · Rui Hu · Olivera Kotevska · Zikai Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#710
Negative Pre-activations Differentiate Syntax
In Poster Session 6 Pavilion 3
Linghao Kong ⋅ Angelina Ning ⋅ Micah Adler ⋅ Nir Shavit
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#711
TriC-Motion: Tri-Domain Causal Modeling Grounded Text-to-Motion Generation
In Poster Session 6 Pavilion 3
Yiyang Cao · Yunze Deng · Ziyu Lin · Bin Feng · Xinggang Wang · Wenyu Liu · DanDan Zheng · Jingdong Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3815
Heterogeneous Federated Fine-Tuning with Parallel One-Rank Adaptation
In Poster Session 6 Pavilion 4
Zikai Zhang · Rui Hu · Jiahao Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#712
CardioComposer: Leveraging Differentiable Geometry for Compositional Control of Anatomical Diffusion Models
In Poster Session 6 Pavilion 3
Karim Kadry · Shoaib Goraya · Ajay Manicka · Abdalla Abdelwahed · Naravich Chutisilp · Farhad Nezami · Elazer Edelman
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3816
LUMINA: Detecting Hallucinations in RAG System with Context–Knowledge Signals
In Poster Session 6 Pavilion 4
Min-Hsuan Yeh · Yixuan Li · Tanwi Mallick
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#918
Gumbel Distillation for Parallel Text Generation
In Poster Session 6 Pavilion 3
Chi Zhang ⋅ Xixi Hu ⋅ Bo Liu ⋅ Qiang Liu
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#713
Learning To Draft: Adaptive Speculative Decoding with Reinforcement Learning
In Poster Session 6 Pavilion 3
Jiebin Zhang ⋅ Zhenghan Yu ⋅ Liang Wang ⋅ Nan Yang ⋅ Eugene Yu ⋅ Zheng Li ⋅ Yifan Song ⋅ Dawei Zhu ⋅ Xingxing Zhang ⋅ Furu Wei ⋅ Sujian Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3817
CUPID: A Plug-in Framework for Joint Aleatoric and Epistemic Uncertainty Estimation with a Single Model
In Poster Session 6 Pavilion 4
Xinran Xu · Xiuyi Fan
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3818
SABRE-FL: Selective and Accurate Backdoor Rejection for Federated Prompt Learning
In Poster Session 6 Pavilion 4
Momin Khan ⋅ Yasra Chandio ⋅ Fatima Anwar
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#714
Multiplicative Diffusion Models: Beyond Gaussian Latents
In Poster Session 6 Pavilion 3
Robert Gruhlke ⋅ Valentin Resseguier ⋅ Merveille Talla
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1801
PARD: Accelerating LLM Inference with Low‑Cost PARallel Draft Model Adaptation
In Poster Session 6 Pavilion 3
Zihao An ⋅ Huajun Bai ⋅ Ziqiong Liu ⋅ Dong Li ⋅ Emad Barsoum
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#715
EigenScore: OOD Detection using Posterior Covariance in Diffusion Models
In Poster Session 6 Pavilion 3
Shirin Shoushtari ⋅ Yi Wang ⋅ Xiao Shi ⋅ M. Salman Asif ⋅ Ulugbek Kamilov
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3918
DynaGuard: A Dynamic Guardian Model With User-Defined Policies
In Poster Session 6 Pavilion 4
Monte Hoover · Vatsal Baherwani · Neel Jain · Khalid Saifullah · Joseph J Vincent · Chirag Jain · Melissa Rad · C. Bruss · Ashwinee Panda · Tom Goldstein
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3917
On The Fragility of Benchmark Contamination Detection in Reasoning Models
In Poster Session 6 Pavilion 4
Han Wang · Haoyu Li · Brian Ko · Huan Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#708
Front-Loading Reasoning: The Synergy between Pretraining and Post-Training Data
In Poster Session 6 Pavilion 3
Syeda Nahida Akter ⋅ Shrimai Prabhumoye ⋅ Eric Nyberg ⋅ Mostofa Patwary ⋅ Mohammad Shoeybi ⋅ Yejin Choi ⋅ Bryan Catanzaro
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#716
Learning to Reason in Structured In-context Environments with Reinforcement Learning
In Poster Session 6 Pavilion 3
Peng Yu ⋅ Zeyuan Zhao ⋅ Shao Zhang ⋅ Luoyi Fu ⋅ Xinbing Wang ⋅ Ying Wen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3916
AtC: Aggregate-then-Calibrate for Human-centered Assessment
In Poster Session 6 Pavilion 4
Zejun Xie · Xintong Li · Guang Wang · Desheng Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3915
Weak-to-Strong Generalization with Failure Trajectories
In Poster Session 6 Pavilion 4
Ruimeng Ye ⋅ Zihan Wang ⋅ Yang Xiao ⋅ Zinan Ling ⋅ Manling Li ⋅ Bo Hui
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#718
Using maximal information auxiliary variables to improve synthetic data generation based on TabPFN foundation models
In Poster Session 6 Pavilion 3
Elias Chaibub Neto
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#719
Is Finer Better? The Limits of Microscaling Formats in Large Language Models
In Poster Session 6 Pavilion 3
Andrea Fasoli ⋅ Monodeep Kar ⋅ Chi-Chun Liu ⋅ Swagath Venkataramani ⋅ Viji Srinivasan ⋅ Leland Chang ⋅ Naigang Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3914
Steering Language Models with Weight Arithmetic
In Poster Session 6 Pavilion 4
Constanza Fierro · Fabien Roger
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3913
When Silence Is Golden: Can LLMs Learn to Abstain in Temporal QA and Beyond?
In Poster Session 6 Pavilion 4
Xinyu Zhou · Chang Jin · Carsten Eickhoff · Zhijiang Guo · Seyed Ali Bahrainian
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#720
ProReGen: Progressive Residual Generation under Attribute Correlations
In Poster Session 6 Pavilion 3
Ruby Shrestha ⋅ Ajay Gopi ⋅ Casey Meisenzahl ⋅ Bipin Lekhak ⋅ Linwei Wang
[ Poster]  [ OpenReview] 
Blog Track Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#721
Rethinking the Diffusion Model from a Langevin Perspective
In Poster Session 6 Pavilion 3
Candi Zheng ⋅ Yuan Lan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3912
Alignment-Weighted DPO: A principled reasoning approach to improve safety alignment
In Poster Session 6 Pavilion 4
Mengxuan Hu · Vivek Datla · Anoop Kumar · Zihan Guan · Sheng Li · Alfy Samuel · Daben Liu
[ Poster]  [ OpenReview] 
Journal Track Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#722
Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis
In Poster Session 6 Pavilion 3
Sonia Cromp · Satya Sai Srinath Namburi GNVV · Mohammed Alkhudhayri · Catherine Cao · Samuel Guo · Nicholas Roberts · Frederic Sala
[ Poster] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#723
Canonical Tree Cover Neural Networks for Expressive and Invariant Graph Learning
In Poster Session 6 Pavilion 3
Michael Ito ⋅ Danai Koutra ⋅ Jenna Wiens
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3910
What happens when generative AI models train recursively on each others' outputs?
In Poster Session 6 Pavilion 4
Hung Vu ⋅ Galen Reeves ⋅ Emily Wenger
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3909
Towards Scalable Oversight via Partitioned Human Supervision
In Poster Session 6 Pavilion 4
Ren Yin ⋅ Takashi Ishida ⋅ Masashi Sugiyama
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#724
On the Universality and Complexity of GNN for Solving Second-order Cone Programs
In Poster Session 6 Pavilion 3
Ruizhe Li ⋅ Enming Liang ⋅ Minghua Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3908
OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always!
In Poster Session 6 Pavilion 4
Jingdi Lei · Varun Gumma · Rishabh Bhardwaj · Seok Lim · Chuan Li · Amir Zadeh · Soujanya Poria
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#725
DR-GGAD: Dual Residual Centering for Mitigating Anomaly Non‑Discriminativity in Generalist Graph Anomaly Detection
In Poster Session 6 Pavilion 3
Changlong Fu · Zhenli He · Xiong Zhang · Cheng Xie · Xin Jin · Yun Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3907
Do Large Language Models Know What They Are Capable Of?
In Poster Session 6 Pavilion 4
Casey Barkan · Sidney Black · Oliver Sourbut
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#726
Any-Subgroup Equivariant Networks via Symmetry Breaking
In Poster Session 6 Pavilion 3
Abhinav Goel ⋅ Derek Lim ⋅ Hannah Lawrence ⋅ Stefanie Jegelka ⋅ Ningyuan Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#826
GraphUniverse: Synthetic Graph Generation for Evaluating Inductive Generalization
In Poster Session 6 Pavilion 3
Louis Emiel T Van Langendonck ⋅ Guillermo Bernardez ⋅ Nina Miolane ⋅ Pere Barlet-Ros
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3906
SERUM: Simple, Efficient, Robust, and Unifying Marking for Diffusion-based Image Generation
In Poster Session 6 Pavilion 4
Jan Kociszewski · Hubert Jastrzębski · Tymoteusz Stępkowski · Filip Manijak · Krzysztof Rojek · Franziska Boenisch · Adam Dziedzic
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3905
Can LLMs Refuse Questions They Do Not Know? Measuring Knowledge-Aware Refusal in Factual Tasks
In Poster Session 6 Pavilion 4
Wenbo Pan · Jie Xu · Qiguang Chen · Junhao Dong · Libo Qin · Xinfeng Li · Yu Haining · Xiaohua Jia
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#825
Physics-Inspired All-Pair Interaction Learning for 3D Dynamics Modeling
In Poster Session 6 Pavilion 3
Kai Yang · Yuqi Huang · Junheng Tao · Wanyu Wang · Qitian Wu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3904
A Guardrail for Safety Preservation: When Safety-Sensitive Subspace Meets Harmful-Resistant Null-Space
In Poster Session 6 Pavilion 4
Bingjie Zhang ⋅ Yibo Yang ⋅ Ren Zhe ⋅ Dandan Guo ⋅ Jindong Gu ⋅ Philip Torr ⋅ Bernard Ghanem
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#824
On The Expressive Power of GNN Derivatives
In Poster Session 6 Pavilion 3
Yam Eitan · Moshe Eliasof · Yoav Gelberg · Fabrizio Frasca · Guy Bar-Shalom · Haggai Maron
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1010
A Bayesian Nonparametric Framework For Learning Disentangled Representations
In Poster Session 6 Pavilion 3
Vaishnavi Patil ⋅ Siddhi Patil ⋅ Matthew Evanusa ⋅ Amit Kumar Kundu ⋅ Cornelia Fermuller ⋅ Joseph JaJa
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3903
Guidance Watermarking for Diffusion Models
In Poster Session 6 Pavilion 4
Enoal Gesny ⋅ Eva Giboulot ⋅ Teddy Furon ⋅ Vivien Chappelier
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#823
Low-pass Personalized Subgraph Federated Recommendation
In Poster Session 6 Pavilion 3
Wooseok Sim ⋅ Hogun Park
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#822
LRIM: a Physics-Based Benchmark for Provably Evaluating Long-Range Capabilities in Graph Learning
In Poster Session 6 Pavilion 3
Joël Mathys ⋅ Henrik Christiansen ⋅ Federico Errica ⋅ Takashi Maruyama ⋅ Francesco Alesiani
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3902
Practical estimation of the optimal classification error with soft labels and calibration
In Poster Session 6 Pavilion 4
Ryota Ushio ⋅ Takashi Ishida ⋅ Masashi Sugiyama
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#821
Atomic HINs: Entity-Attribute Duality for Heterogeneous Graph Modeling
In Poster Session 6 Pavilion 3
Shao-En Lin ⋅ Ming-Yi Hong ⋅ Miao-Chen Chiang ⋅ Chih-Yu Wang ⋅ Che Lin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3901
Dissecting Representation Misalignment in Contrastive Learning via Influence Function
In Poster Session 6 Pavilion 4
Huanyi Xie · Chenyang Ren · Khouloud Saadi · Shu Yang · Zhen Tan · Jingfeng Zhang · Lijie Hu · Di Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4001
Decomposing LLM Computation with Jets
In Poster Session 6 Pavilion 4
Yihong Chen ⋅ Xiangxiang Xu ⋅ Pontus Stenetorp ⋅ Sebastian Riedel ⋅ Luca Franceschi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#820
Forest-Based Graph Learning for Semi-Supervised Node Classification
In Poster Session 6 Pavilion 3
Jin Li · Shenghao Gao · Kaichen Zhang · Xinlong Chen · Ying Sun · Hui Xiong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4002
The Value of Information in Human-AI Decision-making
In Poster Session 6 Pavilion 4
Ziyang Guo · Yifan Wu · Jason Hartline · Jessica Hullman
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#819
Synchronizing Probabilities in Model-Driven Lossless Compression
In Poster Session 6 Pavilion 3
Aviv Adler ⋅ Jennifer Tang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#818
Discrete Latent Features Ablate Adversarial Attack: A Robust Prompt Tuning Framework for VLMs
In Poster Session 6 Pavilion 3
YANG CHEN ⋅ Yanbin Wei ⋅ James Kwok ⋅ Yu Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4003
SEED-SET: Scalable Evolving Experimental Design for System-level Ethical Testing
In Poster Session 6 Pavilion 4
Anjali Parashar ⋅ Yingke Li ⋅ Eric Yu ⋅ Fei Chen ⋅ James Neidhoefer ⋅ devesh upadhyay ⋅ Chuchu Fan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#817
Constitutional Classifiers++: Efficient Production-Grade Defenses against Universal Jailbreaks
In Poster Session 6 Pavilion 3
Hoagy Cunningham · Jerry Wei · Zihan Wang · Andrew Persic · Alwin Peng · Jordan Abderrachid · Raj Agarwal · Bobby Chen · Andy Dau · Alek Dimitriev · Logan Howard · Yijin Hua · Rob Gilson · Mu Lin · Christopher Liu · Vladimir Mikulik · Rohit Mittapalli · Clare O'Hara · Jin Pan · Nikhil Saxena · Alex Silverstein · Yue Song · Giulio Zhou · Jan Leike · Jared Kaplan · Ethan Perez · Mrinank Sharma
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4004
Self-Consistency Improves the Trustworthiness of Self-Interpretable GNNs
In Poster Session 6 Pavilion 4
Wenxin Tai · Ting Zhong · Goce Trajcevski · Fan Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#816
Is In-Context Learning Learning?
In Poster Session 6 Pavilion 3
Adrian de Wynter
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4005
Tracing the Traces: Latent Temporal Signals for Efficient and Accurate Reasoning
In Poster Session 6 Pavilion 4
Martina G. Vilas ⋅ Safoora Yousefi ⋅ Besmira Nushi ⋅ Eric Horvitz ⋅ Vidhisha Balachandran
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4006
Mechanism of Task-oriented Information Removal in In-context Learning
In Poster Session 6 Pavilion 4
Hakaze Cho · Haolin Yang · Gouki Gouki · Naoya Inoue
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#815
ImpossibleBench: Measuring LLMs' Propensity of Exploiting Test Cases
In Poster Session 6 Pavilion 3
Ziqian Zhong · Aditi Raghunathan · Nicholas Carlini
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4007
Dyslexify: A Mechanistic Defense Against Typographic Attacks in CLIP
In Poster Session 6 Pavilion 4
Lorenz Hufe · Constantin Venhoff · Erblina Purelku · Maximilian Dreyer · Sebastian Lapuschkin · Wojciech Samek
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#814
SeRI: Gradient-Free Sensitive Region Identification in Decision-Based Black-Box Attacks
In Poster Session 6 Pavilion 3
Feiyang Wang · Xingquan Zuo · Hai Huang · Gang Chen · Hangwei Qian
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4008
f-INE: A Hypothesis Testing Framework for Estimating Influence under Training Randomness
In Poster Session 6 Pavilion 4
Subhodip Panda ⋅ Dhruv Tarsadiya ⋅ Shashwat Sourav ⋅ Prathosh AP ⋅ Sai Karimireddy
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#813
Rethinking Pareto Frontier: On the Optimal Trade-offs in Fair Classification
In Poster Session 6 Pavilion 3
Junyi Chai · Shenyu Lu · Xiaoqian Wang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4009
Decomposing Representation Space into Interpretable Subspaces with Unsupervised Learning
In Poster Session 6 Pavilion 4
Xinting Huang ⋅ Michael Hahn
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#812
Tree-based Dialogue Reinforced Policy Optimization for Red-Teaming Attacks
In Poster Session 6 Pavilion 3
Ruohao Guo ⋅ Afshin Oroojlooyjadid ⋅ Roshan Sridhar ⋅ Miguel Ballesteros ⋅ Alan Ritter ⋅ Dan Roth
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4010
Tackling the XAI Disagreement Problem with Adaptive Feature Grouping
In Poster Session 6 Pavilion 4
Gabriel Laberge ⋅ Ola Ahmad
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#811
Scaling Laws Revisited: Modeling the Role of Data Quality in Language Model Pretraining
In Poster Session 6 Pavilion 3
Anirudh Subramanyam ⋅ Yuxin Chen ⋅ Robert Grossman
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4011
Faithful Bi-Directional Model Steering via Distribution Matching and Distributed Interchange Interventions
In Poster Session 6 Pavilion 4
Yuntai Bao ⋅ Xuhong Zhang ⋅ Jintao Chen ⋅ Ge Su ⋅ Yuxiang Cai ⋅ Hao Peng ⋅ SUN Bing ⋅ Haiqin Weng ⋅ Liu Yan ⋅ Jianwei Yin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#810
Why is Your Language Model a Poor Implicit Reward Model?
In Poster Session 6 Pavilion 3
Noam Razin · Yong Lin · Jiarui Yao · Sanjeev Arora
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4012
Counterfactual Explanations on Robust Perceptual Geodesics
In Poster Session 6 Pavilion 4
Eslam Zaher · Maciej Trzaskowski · Quan Nguyen · Fred Roosta
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#809
How Muon’s Spectral Design Benefits Generalization: A Study on Imbalanced Data
In Poster Session 6 Pavilion 3
Bhavya Vasudeva · Puneesh Deora · Yize Zhao · Vatsal Sharan · Christos Thrampoulidis
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#808
Noise Stability of Transformer Models
In Poster Session 6 Pavilion 3
Themistoklis Haris · Zihan Zhang · Yuichi Yoshida
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4013
Language Models Use Lookbacks to Track Beliefs
In Poster Session 6 Pavilion 4
Nikhil Prakash ⋅ Natalie Shapira ⋅ Arnab Sen Sharma ⋅ Christoph Riedl ⋅ Yonatan Belinkov ⋅ Tamar Shaham ⋅ David Bau ⋅ Atticus Geiger
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4014
DiffuGuard: How Intrinsic Safety is Lost and Found in Diffusion Large Language Models
In Poster Session 6 Pavilion 4
Zherui Li · Zheng Nie · Zhenhong Zhou · Yue Liu · Yitong Zhang · Yu Cheng · Qingsong Wen · Kun Wang · Yufei Guo · Jiaheng Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#807
Characterizing the Discrete Geometry of ReLU Networks
In Poster Session 6 Pavilion 3
Blake Gaines · Jinbo Bi
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#806
How reinforcement learning after next-token prediction facilitates learning
In Poster Session 6 Pavilion 3
Nikolaos Tsilivis · Eran Malach · Karen Ullrich · Julia Kempe
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4015
ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks
In Poster Session 6 Pavilion 4
Zhaorun Chen · Xun Liu · Mintong Kang · Jiawei Zhang · Minzhou Pan · Shuang Yang · Bo Li
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4016
Eliciting Harmful Capabilities by Fine-Tuning on Safeguarded Outputs
In Poster Session 6 Pavilion 4
Jackson Kaunismaa ⋅ John Hughes ⋅ Christina Knight ⋅ Avery Griffin ⋅ Mrinank Sharma ⋅ Erik Jones
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#805
No Prior, No Leakage: Revisiting Reconstruction Attacks in Trained Neural Networks
In Poster Session 6 Pavilion 3
Yehonathan Refael · Guy Smorodinsky · Ofir Lindenbaum · Itay Safran
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4017
Adaptive Logit Adjustment for Debiasing Multimodal Language Models
In Poster Session 6 Pavilion 4
Hoin Jung ⋅ Junyi Chai ⋅ Xiaoqian Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#804
The Seismic Wavefield Common Task Framework
In Poster Session 6 Pavilion 3
Alexey Yermakov ⋅ Yue Zhao ⋅ Marine Denolle ⋅ Yiyu Ni ⋅ Philippe Wyder ⋅ Judah Goldfeder ⋅ Stefano Riva ⋅ Jan Williams ⋅ David Zoro ⋅ Amy Rude ⋅ Matteo Tomasetto ⋅ Joe Germany ⋅ Joseph Bakarji ⋅ Georg Maierhofer ⋅ Miles Cranmer ⋅ Nathan Kutz
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4018
Preference Leakage: A Contamination Problem in LLM-as-a-judge
In Poster Session 6 Pavilion 4
Dawei Li ⋅ Renliang Sun ⋅ Yue Huang ⋅ Ming Zhong ⋅ Bohan Jiang ⋅ Jiawei Han ⋅ Xiangliang Zhang ⋅ Wei Wang ⋅ huan liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#803
Play to Generalize: Learning to Reason Through Game Play
In Poster Session 6 Pavilion 3
Yunfei Xie · Yinsong Ma · Shiyi Lan · Alan Yuille · Junfei Xiao · Chen Wei
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4118
When AI Agents Collude Online: Financial Fraud Risks by Collaborative LLM Agents on Social Platforms
In Poster Session 6 Pavilion 4
Qibing Ren · Zhijie Zheng · Jiaxuan Guo · Junchi Yan · Lizhuang Ma · Jing Shao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#802
ProofFlow: A Dependency Graph Approach to Faithful Proof Autoformalization
In Poster Session 6 Pavilion 3
Rafael Cabral ⋅ Tuan Manh ⋅ Xuejun Yu ⋅ Wai Ming Tai ⋅ Zijin Feng ⋅ Shen Xin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4117
CLASH: Evaluating Language Models on Judging High-Stakes Dilemmas from Multiple Perspectives
In Poster Session 6 Pavilion 4
Ayoung Lee · Ryan Kwon · Peter Railton · Lu Wang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#801
ICaRus: Identical Cache Reuse for Efficient Multi-Model Inference
In Poster Session 6 Pavilion 3
Sunghyeon Woo ⋅ Jaeeun Kil ⋅ Hoseung Kim ⋅ Minsub Kim ⋅ Joonghoon Kim ⋅ Ahreum Seo ⋅ Sungjae Lee ⋅ Minjung Jo ⋅ Jiwon Ryu ⋅ baeseong park ⋅ Se Jung Kwon ⋅ Dongsoo Lee
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3413
How Dark Patterns Manipulate Web Agents
In Poster Session 6 Pavilion 4
Phil Cuvin · Hao Zhu · Diyi Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4116
Adversarial Attacks Already Tell the Answer: Directional Bias-Guided Test-time Defense for Vision-Language Models
In Poster Session 6 Pavilion 4
Liangsheng Liu · Si Chen · Jiamin Wu · Weiwei Feng · Zhixin Cheng · Xiaotian Yin · Wenfei Yang · Tianzhu Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#901
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models
In Poster Session 6 Pavilion 3
Weiye Xu · Jiahao Wang · Weiyun Wang · Zhe Chen · Wengang Zhou · Aijun Yang · Lewei Lu · Houqiang Li · Xiaohua Wang · Xizhou Zhu · Wenhai Wang · Jifeng Dai · Jinguo Zhu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4115
A2D: Any-Order, Any-Step Safety Alignment for Diffusion Language Models
In Poster Session 6 Pavilion 4
Wonje Jeung ⋅ Sangyeon Yoon ⋅ Yoonjun Cho ⋅ Dongjae Jeon ⋅ Sangwoo Shin ⋅ Hyesoo Hong ⋅ Albert No
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#902
FLoRG: Federated Fine-tuning with Low-rank Gram Matrices and Procrustes Alignment
In Poster Session 6 Pavilion 3
Chuiyang Meng · Ming Tang · Vincent Wong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4114
SafeDPO: A Simple Approach to Direct Preference Optimization with Enhanced Safety
In Poster Session 6 Pavilion 4
Geon-Hyeong Kim · Yu Jin Kim · Byoungjip Kim · Honglak Lee · Kyunghoon Bae · Youngsoo Jang · Moontae Lee
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#903
An Information Theoretic Perspective on Agentic System Design
In Poster Session 6 Pavilion 3
Shizhe He · Avanika Narayan · Ishan Khare · Scott Linderman · Christopher Re · Dan Biderman
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4113
No Caption, No Problem: Caption-Free Membership Inference via Model-Fitted Embeddings
In Poster Session 6 Pavilion 4
Joonsung Jeon · Woo Jae Kim · Suhyeon Ha · Sooel Son · Sung-eui Yoon
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#904
CodeSense: a Real-World Benchmark and Dataset for Code Semantic Reasoning
In Poster Session 6 Pavilion 3
Monoshi Kumar Roy ⋅ Simin Chen ⋅ Benjamin Steenhoek ⋅ Jinjun Peng ⋅ Gail Kaiser ⋅ Baishakhi Ray ⋅ Wei Le
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#905
KaVa: Latent Reasoning via Compressed KV-Cache Distillation
In Poster Session 6 Pavilion 3
Anna Kuzina · Maciej Pióro · Babak Ehteshami Bejnordi
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4112
Towards Understanding Subliminal Learning: When and How Hidden Biases Transfer
In Poster Session 6 Pavilion 4
Simon Schrodi ⋅ Elias Kempf ⋅ Fazl Barez ⋅ Thomas Brox
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4111
Strategic Dishonesty Can Undermine AI Safety Evaluations of Frontier LLMs
In Poster Session 6 Pavilion 4
Alexander Panfilov ⋅ Evgenii Kortukov ⋅ Kristina Nikolić ⋅ Matthias Bethge ⋅ Sebastian Lapuschkin ⋅ Wojciech Samek ⋅ Ameya Prabhu ⋅ Maksym Andriushchenko ⋅ Jonas Geiping
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#906
Libra: Effective yet Efficient Load Balancing for Large-scale MoE Inference
In Poster Session 6 Pavilion 3
Jaehoon Yang · Yushin Kim · Seokwon Moon · Yeonhong Park · Jae W. Lee
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#907
Do We Need All the Synthetic Data? Targeted Image Augmentation via Diffusion Models
In Poster Session 6 Pavilion 3
Dang Nguyen ⋅ Jiping Li ⋅ Jinghao Zheng ⋅ Baharan Mirzasoleiman
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4110
Misaligned Roles, Misplaced Images: Structural Input Perturbations Expose Multimodal Alignment Blind Spots
In Poster Session 6 Pavilion 4
Erfan Shayegani ⋅ G M Shahariar ⋅ Sara Abdali ⋅ Lei Yu ⋅ Nael Abu-Ghazaleh ⋅ Yue Dong
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#908
ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation
In Poster Session 6 Pavilion 3
Zhen Li · Duan Li · Yukai Guo · Xinyuan Guo · Bowen Li · Lanxi Xiao · Shenyu Qiao · Jiashu Chen · Zijian Wu · Hui Zhang · Xinhuan Shu · Shixia Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4109
Harnessing Hyperbolic Geometry for Harmful Prompt Detection and Sanitization
In Poster Session 6 Pavilion 4
Igor Maljkovic ⋅ Maria Rosaria Briglia ⋅ Iacopo Masi ⋅ Antonio Emanuele Cinà ⋅ Fabio Roli
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4108
Uncertainty Estimation via Hyperspherical Confidence Mapping
In Poster Session 6 Pavilion 4
Eunseo Choi ⋅ Ho-Yeon Kim ⋅ Jaewon Lee ⋅ Taeyong jo ⋅ Myungjun lee ⋅ Heejin Ahn
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#909
RIG: Synergizing Reasoning and Imagination in End-to-End Generalist Policy
In Poster Session 6 Pavilion 3
Zhonghan Zhao · Wenwei Zhang · Haian Huang · Kuikun Liu · Jianfei Gao · Gaoang Wang · Kai Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#910
ResiliBench: Evaluating Agentic Workflow Adaptation in Stochastic Environments
In Poster Session 6 Pavilion 3
Ruicheng Ao · Zeping Min · Tingyu Zhu · Wotao Yin · Xinshang Wang
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4107
Bias Similarity Measurement: A Black-Box Audit of Fairness Across LLMs
In Poster Session 6 Pavilion 4
Hyejun Jeong ⋅ Shiqing Ma ⋅ Amir Houmansadr
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3310
ELEPHANT: Measuring and understanding social sycophancy in LLMs
In Poster Session 6 Pavilion 4
Myra Cheng ⋅ Sunny Yu ⋅ Cinoo Lee ⋅ Pranav Khadpe ⋅ Lujain Ibrahim ⋅ Dan Jurafsky
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4106
Beyond Linear Probes: Dynamic Safety Monitoring for Language Models
In Poster Session 6 Pavilion 4
James Oldfield ⋅ Philip Torr ⋅ Ioannis Patras ⋅ Adel Bibi ⋅ Fazl Barez
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#911
Composable Sparse Subnetworks via Maximum-Entropy Principle
In Poster Session 6 Pavilion 3
Francesco Caso ⋅ Samuele Fonio ⋅ Simone Monaco ⋅ Nicola Saccomanno ⋅ Fabrizio Silvestri
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#912
Universal Properties of Activation Sparsity in Modern Large Language Models
In Poster Session 6 Pavilion 3
Filip Szatkowski · Patryk Będkowski · Alessio Devoto · Jan Dubiński · Pasquale Minervini · Mikolaj Piorczynski · Simone Scardapane · Bartosz Wójcik
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#913
Completing Missing Annotation: Multi-Agent Debate for Accurate and Scalable Relevant Assessment for IR Benchmarks
In Poster Session 6 Pavilion 3
Minjeong Ban ⋅ Jeonghwan Choi ⋅ Hyangsuk Min ⋅ Nicole Kim ⋅ Minseok Kim ⋅ Jae-Gil Lee ⋅ Hwanjun Song
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4104
PACEbench: A Framework for Evaluating Practical AI Cyber-Exploitation Capabilities
In Poster Session 6 Pavilion 4
Zicheng Liu · Lige Huang · Jie Zhang · Dongrui Liu · Yuan Tian · Jing Shao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#914
GDGB: A Benchmark for Generative Dynamic Text-Attributed Graph Learning
In Poster Session 6 Pavilion 3
Jie Peng · Jiarui Ji · Runlin Lei · Zhewei Wei · Yongchao Liu · Chuntao Hong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4102
A-TPT: Angular Diversity Calibration Properties for Test-Time Prompt Tuning of Vision-Language Models
In Poster Session 6 Pavilion 4
Shihab Ahamed ⋅ Udaya Sampath K Perera Miriya Thanthrige ⋅ Ranga Rodrigo ⋅ Muhammad Haris Khan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4101
PoliCon: Evaluating LLMs on Achieving Diverse Political Consensus Objectives
In Poster Session 6 Pavilion 4
Zhaowei Zhang ⋅ Xiaobo Wang ⋅ Minghua Yi ⋅ Mengmeng Wang ⋅ Fengshuo Bai ⋅ Zilong Zheng ⋅ Yipeng Kang ⋅ Yaodong Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#916
The First Impression Problem: Internal Bias Triggers Overthinking in Reasoning Models
In Poster Session 6 Pavilion 3
Renfei Dang · Zhening Li · Shujian Huang · Jiajun Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#917
MambaVoiceCloning: Efficient and Expressive Text-to-Speech via State-Space Modeling and Diffusion Control
In Poster Session 6 Pavilion 3
Sahil Kumar ⋅ Namrataben Patel ⋅ Honggang Wang ⋅ Youshan Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4201
SumRA: Parameter Efficient Fine-tuning with Singular Value Decomposition and Summed Orthogonal Basis
In Poster Session 6 Pavilion 4
Chin Yuen Kwok ⋅ Yongsen Zheng ⋅ Jia Qi Yip ⋅ Kwok Yan Lam ⋅ Ensiong Chng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4202
Barriers for Learning in an Evolving World: Mathematical Understanding of Loss of Plasticity
In Poster Session 6 Pavilion 4
Amir Joudaki ⋅ Giulia Lanzillotta ⋅ Mohammad Samragh ⋅ Iman Mirzadeh ⋅ Keivan Alizadeh-Vahid ⋅ Thomas Hofmann ⋅ Mehrdad Farajtabar ⋅ Fartash Faghri
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3011
What Do Large Language Models Know About Opinions?
In Poster Session 6 Pavilion 4
Erfan Jahanparast ⋅ Zhiqing Hong ⋅ Serina Chang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4203
Activation Function Design Sustains Plasticity in Continual Learning
In Poster Session 6 Pavilion 4
Lute Lillo · Nick Cheney
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#919
RankFlow: Property-aware Transport for Protein Optimization
In Poster Session 6 Pavilion 3
Lu Yu · Wei Xiang · Kang Han · Gaowen Liu · Ramana Kompella
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4204
Co-LoRA: Collaborative Model Personalization on Heterogeneous Multi-Modal Clients
In Poster Session 6 Pavilion 4
Minhyuk Seo ⋅ Taeheon Kim ⋅ Hankook Lee ⋅ Jonghyun Choi ⋅ Tinne Tuytelaars
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#920
Pallatom-Ligand: an All-Atom Diffusion Model for Designing Ligand-Binding Proteins
In Poster Session 6 Pavilion 3
Haochen Wang · Qianyi Wang · Rui Ma · Jiawei Guan · weikun wu · haobo wang · Jiayi Dou
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#921
Graph Diffusion Transformers are In-Context Molecular Designers
In Poster Session 6 Pavilion 3
Gang Liu · Jie Chen · Yihan Zhu · Michael Sun · Tengfei Luo · Nitesh Chawla · Meng Jiang
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4205
PAS: Estimating the target accuracy before domain adaptation
In Poster Session 6 Pavilion 4
Raphaella Diniz ⋅ Jackson de Faria ⋅ Martin Ester
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4206
Designing Rules to Pick a Rule: Aggregation by Consistency
In Poster Session 6 Pavilion 4
Ratip Emin Berker ⋅ Ben Armstrong ⋅ Vincent Conitzer ⋅ Nihar Shah
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#922
ProTDyn: A Foundation Protein Language Model for Thermodynamics and Dynamics Generation
In Poster Session 6 Pavilion 3
Yikai Liu · Haoyang Zheng · Lining Mao · Yanbin Wang · Ming Chen · Guang Lin
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#923
Branched Schrödinger Bridge Matching
In Poster Session 6 Pavilion 3
Sophia Tang · Yinuo Zhang · Alexander Tong · Pranam Chatterjee
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4207
Escaping Model Collapse via Synthetic Data Verification: Near-term Improvements and Long-term Convergence
In Poster Session 6 Pavilion 4
Bingji Yi · Qiyuan Liu · Yuwei Cheng · Haifeng Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4208
Overparametrization bends the landscape: BBP transitions at initialization in simple Neural Networks
In Poster Session 6 Pavilion 4
Brandon Annesi ⋅ Dario Bocchi ⋅ Chiara Cammarota
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#924
Refine Drugs, Don’t Complete Them: Uniform-Source Discrete Flows for Fragment-Based Drug Discovery
In Poster Session 6 Pavilion 3
Benno Kaech · Luis Wyss · Karsten Borgwardt · Gianvito Grasso
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4209
Good Allocations from Bad Estimates
In Poster Session 6 Pavilion 4
Sílvia Casacuberta ⋅ Moritz Hardt
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#925
A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
In Poster Session 6 Pavilion 3
Alston Lo ⋅ Connor Coley ⋅ Wojciech Matusik
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4210
Why High-rank Neural Networks Generalize?: An Algebraic Framework with RKHSs
In Poster Session 6 Pavilion 4
Yuka Hashimoto ⋅ Sho Sonoda ⋅ Isao Ishikawa ⋅ Masahiro Ikeda
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#926
Distilling Causal Signals for One-Shot Directed Evolution of Antibodies
In Poster Session 6 Pavilion 3
Sai Pooja Mahajan ⋅ Natasa Tagasovska ⋅ Stefania Vasilaki ⋅ Arian Jamasb ⋅ Andrew Watkins ⋅ Rajesh Ranganath
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4211
Towards a Sharp Analysis of Offline Policy Learning for $f$-Divergence-Regularized Contextual Bandits
In Poster Session 6 Pavilion 4
Qingyue Zhao ⋅ Kaixuan Ji ⋅ Heyang Zhao ⋅ Tong Zhang ⋅ Quanquan Gu
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1026
Self-Supervised Evolution Operator Learning for High-Dimensional Dynamical Systems
In Poster Session 6 Pavilion 3
Giacomo Turri · Luigi Bonati · Kai Zhu · massimiliano pontil · Pietro Novelli
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4212
Polynomial Convergence of Riemannian Diffusion Models
In Poster Session 6 Pavilion 4
Xingyu Xu ⋅ Ziyi Zhang ⋅ Yorie Nakahira ⋅ Guannan Qu ⋅ Yuejie Chi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1025
MolLangBench: A Comprehensive Benchmark for Language-Prompted Molecular Structure Recognition, Editing, and Generation
In Poster Session 6 Pavilion 3
Feiyang Cai · Jiahui Bai · Tao Tang · Guijuan He · Joshua Luo · Tianyu Zhu · Srikanth Pilla · Gang Li · Ling Liu · Feng Luo
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1024
A Function-Centric Graph Neural Network Approach for Predicting Electron Densities
In Poster Session 6 Pavilion 3
Manuel Viktor Klockow ⋅ Marc Ickler ⋅ Peter Lippmann ⋅ Fred A Hamprecht
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4213
A Theoretical Analysis of Mamba’s Training Dynamics: Filtering Relevant Features for Generalization in State Space Models
In Poster Session 6 Pavilion 4
Mugunthan Shandirasegaran ⋅ Hongkang Li ⋅ Songyang Zhang ⋅ Meng Wang ⋅ Shuai Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1023
Learning Escorted Protocols For Multistate Free-Energy Estimation
In Poster Session 6 Pavilion 3
Lars Holdijk · Nithishwer Mouroug Anand · Michael Bronstein · Max Welling
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4214
Why DPO is a Misspecified Estimator and How to Fix It
In Poster Session 6 Pavilion 4
Aditya Gopalan · Sayak Ray Chowdhury · Debangshu Banerjee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1022
Triangle Multiplication is All You Need for Biomolecular Structure Representations
In Poster Session 6 Pavilion 3
Jeffrey Ouyang-Zhang · Pranav Murugan · Daniel Diaz · Gianluca Scarpellini · Richard Bowen · Nate Gruver · Adam Klivans · Philipp Krähenbühl · Aleksandra Faust · Maruan Al-Shedivat
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4215
On the Spectral Differences Between NTK and CNTK and Their Implications for Point Cloud Recognition
In Poster Session 6 Pavilion 4
yuanqu Mou · Chang Gou · Haiyang Bai · Jia Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4216
Expressive Power of Implicit Models: Rich Equilibria and Test-Time Scaling
In Poster Session 6 Pavilion 4
Jialin Liu · Lisang Ding · Stanley J Osher · Wotao Yin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1021
IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra
In Poster Session 6 Pavilion 3
Heewoong Noh ⋅ Namkyeong Lee ⋅ Gyoung S. Na ⋅ Kibum Kim ⋅ Chanyoung Park
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1020
DistMLIP: A Distributed Inference Platform for Machine Learning Interatomic Potentials
In Poster Session 6 Pavilion 3
Kevin Han · Bowen Deng · Amir Barati Farimani · Gerbrand Ceder
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4217
Understanding the Dynamics of Forgetting and Generalization in Continual Learning via the Neural Tangent Kernel
In Poster Session 6 Pavilion 4
Guodong Zheng · Peng Wang · Shengchao Hu · Quan Zheng · Li Shen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4218
Bridging Kolmogorov Complexity and Deep Learning: Asymptotically Optimal Description Length Objectives for Transformers
In Poster Session 6 Pavilion 4
Peter Shaw ⋅ James Cohan ⋅ Jacob Eisenstein ⋅ Kristina Toutanova
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1019
SAVE: A Generalizable Framework for Multi-Condition Single-Cell Generation with Gene Block Attention
In Poster Session 6 Pavilion 3
Jiahao Li ⋅ Jiayi Dong ⋅ Peng Ye ⋅ Xiaochi Zhou ⋅ Haohai Lu ⋅ Fei Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1018
PETRI: Learning Unified Cell Embeddings from Unpaired Modalities via Early-Fusion Joint Reconstruction
In Poster Session 6 Pavilion 3
Ryan Conrad · Ethan Weinberger · Saradha Venkatachalapathy · Yuwen Chen · Darshini Shah · Bay Johnson · Max Salick · Vaishaali Natarajan · Emily Fox
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4318
InfoNCE Induces Gaussian Distribution
In Poster Session 6 Pavilion 4
Roy Betser · Eyal Gofer · Meir Yossef Levi · Guy Gilboa
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4317
Tight Bounds for Schrodinger Potential Estimation in Unpaired Data Translation
In Poster Session 6 Pavilion 4
Nikita Puchkin ⋅ Denis Suchkov ⋅ Aleksei Naumov ⋅ Denis Belomestny
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1017
Optimal transport unlocks end-to-end learning for single-molecule localization
In Poster Session 6 Pavilion 3
Romain Seailles · Jean Masson · Jean Ponce · Julien Mairal
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4316
Sublinear Spectral Clustering Oracle with Little Memory
In Poster Session 6 Pavilion 4
Ranran Shen ⋅ Xiaoyi Zhu ⋅ Pan Peng ⋅ Zengfeng Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1016
CHAMMI-75: Pre-training multi-channel models with heterogeneous microscopy images
In Poster Session 6 Pavilion 3
Vidit Agrawal ⋅ John Peters ⋅ Tyler Thompson ⋅ Mohammad Sanian ⋅ Chau Pham ⋅ Nikita Moshkov ⋅ Arshad Kazi ⋅ Aditya Pillai ⋅ Jack Freeman ⋅ Byunguk Kang ⋅ Samouil Farhi ⋅ Ernest Fraenkel ⋅ Ron Stewart ⋅ Lassi Paavolainen ⋅ Bryan Plummer ⋅ Juan Caicedo
[ Poster]  [ OpenReview] 
Journal Track Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4315
PCF Learned Sort: a Learning Augmented Sort Algorithm with O(nloglogn) Expected Complexity
In Poster Session 6 Pavilion 4
Atsuki Sato · Yusuke Matsui
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1015
PatchDNA: A Flexible and Biologically-Informed Alternative to Tokenization for DNA
In Poster Session 6 Pavilion 3
Alice Del Vecchio ⋅ Andreas C Kapourani ⋅ Abdullah M Athar ⋅ Agnieszka Dobrowolska ⋅ Andrew Anighoro ⋅ Benjamin Tenmann ⋅ Lindsay Edwards ⋅ Cristian Regep
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4314
Why Reinforcement Fine-Tuning Enables MLLMs Preserve Prior Knowledge Better: A Data Perspective
In Poster Session 6 Pavilion 4
Zhihao Zhang · Qiaole Dong · Qi Zhang · Enyu Zhou · Jun Zhao · Zhiheng Xi · Senjie Jin · Xiaoran Fan · Yuhao Zhou · Mingqi Wu · Yanwei Fu · Tao Ji · Tao Gui · Xuanjing Huang · Kai Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1014
Representing local protein environments with machine learning force fields
In Poster Session 6 Pavilion 3
Meital Bojan ⋅ Sanketh Vedula ⋅ Sai Advaith Maddipatla ⋅ Nadav Bojan Sellam ⋅ Anar Rzayev ⋅ Federico Napoli ⋅ Paul Schanda ⋅ Alexander Bronstein
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1013
Count Bridges enable Modeling and Deconvolving Transcriptomic Data
In Poster Session 6 Pavilion 3
Nic Fishman · Gokul Gowri · Tanush Kumar · Jiaqi Lu · Valentin De Bortoli · Jonathan Gootenberg · Omar Abudayyeh
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4313
Matched Data, Better Models: Target Aligned Data Filtering with Sparse Autoencoders
In Poster Session 6 Pavilion 4
Arnav Das · Gantavya Bhatt · Sahil Verma · Yiping Wang · Viswa Virinchi Muppirala · Jeff Bilmes
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4312
Path Channels and Plan Extension Kernels: a Mechanistic Description of Planning in a Sokoban RNN
In Poster Session 6 Pavilion 4
Mohammad Taufeeque ⋅ Aaron Tucker ⋅ Adam Gleave ⋅ Adrià Garriga-Alonso
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1012
Histopathology-Genomics Multi-modal Structural Representation Learning for Data-Efficient Precision Oncology
In Poster Session 6 Pavilion 3
KUN WU · Zhiguo Jiang · Xinyu Zhu · Jun Shi · Yushan Zheng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4311
Learning multimodal dictionary decompositions with group-sparse autoencoders
In Poster Session 6 Pavilion 4
Chiraag Kaushik ⋅ Davis Barch ⋅ Andrea Fanelli
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1011
HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series
In Poster Session 6 Pavilion 3
Simon Lee · Cyrus Tanade · Hao Zhou · Juhyeon Lee · Megha Thukral · Md. Sazzad Hissain Khan · Keum San Chun · Baiying Lu · Migyeong Gwak · Mehrab Bin Morshed · Viswam Nathan · Mahbubur Rahman · Li Zhu · Subramaniam Venkatraman · Sharanya Desai
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4310
On the Expressiveness of State Space Models via Temporal Logics
In Poster Session 6 Pavilion 4
Eric Alsmann ⋅ Lowejatan Noori ⋅ Martin Lange
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1009
Exploiting Low-Dimensional Manifold of Features for Few-Shot Whole Slide Image Classification
In Poster Session 6 Pavilion 3
Conghao Xiong ⋅ Zhengrui Guo ⋅ Zhe Xu ⋅ Yifei Zhang ⋅ Raymond Kai-yu Tong ⋅ Si Yong Yeo ⋅ Hao CHEN ⋅ Joseph JY Sung ⋅ Irwin King
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4309
Two (narrow) heads are better than (an arbitrarily wide) one
In Poster Session 6 Pavilion 4
Amanuel Tesfaye · Zeno Kujawa · Rajmohan Rajaraman · Ravi Sundaram
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1008
BioX-Bridge: Model Bridging for Unsupervised Cross-Modal Knowledge Transfer across Biosignals
In Poster Session 6 Pavilion 3
Chenqi Li · Yu Liu · Timothy Denison · Tingting Zhu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4308
Efficient Estimation of Kernel Surrogate Models for Task Attribution
In Poster Session 6 Pavilion 4
Zhenshuo Zhang · Minxuan Duan · Hongyang Zhang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1007
SAQ: Stabilizer-Aware Quantum Error Correction Decoder
In Poster Session 6 Pavilion 3
David Zenati ⋅ Eliya Nachmani
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4307
Influence Dynamics and Stagewise Data Attribution
In Poster Session 6 Pavilion 4
Jin Hwa Lee ⋅ Matthew Smith ⋅ Maxwell Adam ⋅ Jesse Hoogland
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4306
The Deleuzian Representation Hypothesis
In Poster Session 6 Pavilion 4
Clément Cornet ⋅ Romaric Besançon ⋅ Hervé Le Borgne
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1006
Lean4Physics: Comprehensive Reasoning Framework for College-level Physics in Lean4
In Poster Session 6 Pavilion 3
Yuxin Li ⋅ Minghao LIU ⋅ Ruida WANG ⋅ JI WenZhao ⋅ Zhitao He ⋅ Rui Pan ⋅ Junming Huang ⋅ Tong Zhang ⋅ Yi R. Fung
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4305
Strong Correlations Induce Cause Only Predictions in Transformer Training
In Poster Session 6 Pavilion 4
Haihan Zhang · Yimu Zhang · Cong Fang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1005
Extending Fourier Neural Operators for Modeling Parameterized and Coupled PDEs
In Poster Session 6 Pavilion 3
Cheng Jing ⋅ Uvini Balasuriya Mudiyanselage ⋅ Abhishek Verma ⋅ Kallol Bera ⋅ Shahid Rauf ⋅ Kookjin Lee
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1004
FM4NPP: A Scaling Foundation Model for Nuclear and Particle Physics
In Poster Session 6 Pavilion 3
David Park · Shuhang Li · Yi Huang · Xihaier Luo · Haiwang Yu · Yeonju Go · Christopher Pinkenburg · YUEWEI LIN · Shinjae Yoo · Joseph Osborn · Jin Huang · Yihui Ren
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4304
DADA: Dual Averaging with Distance Adaptation
In Poster Session 6 Pavilion 4
Mohammad Moshtaghifar · Anton Rodomanov · Daniil Vankov · Sebastian Stich
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4303
Decision-Theoretic Approaches for Improved Learning-Augmented Algorithms
In Poster Session 6 Pavilion 4
Spyros Angelopoulos ⋅ Christoph Dürr ⋅ Georgii Melidi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1802
Tequila: Trapping-free Ternary Quantization for Large Language Models
In Poster Session 6 Pavilion 3
Hong Huang · 吴 德成 · Rui Cen · Guanghua Yu · Zonghang Li · Kai Liu · Jianchen Zhu · Peng Chen · Xue Liu · Dapeng Wu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1003
Learning Data-Efficient and Generalizable Neural Operators via Fundamental Physics Knowledge
In Poster Session 6 Pavilion 3
Siying (Sydney) Ma ⋅ Mehrdad Momeni Zadeh ⋅ Mauricio Soroco ⋅ Wuyang Chen ⋅ Jiguo Cao ⋅ Vijay Ganesh
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4302
Beyond Short Steps in Frank-Wolfe Algorithms
In Poster Session 6 Pavilion 4
David Martinez-Rubio ⋅ Sebastian Pokutta
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1002
Einstein Fields: A Neural Perspective To Computational General Relativity
In Poster Session 6 Pavilion 3
Sandeep Cranganore · Andrei Bodnar · Arturs Berzins · Johannes Brandstetter
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1001
SAC Flow: Sample-Efficient Reinforcement Learning of Flow-Based Policies via Velocity-Reparameterized Sequential Modeling
In Poster Session 6 Pavilion 3
Yixian Zhang · Shu-ang Yu · Tonghe Zhang · Mo Guang · Haojia Hui · Kaiwen Long · Yu Wang · Chao Yu · Wenbo Ding
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4301
Single-Loop Byzantine-Resilient Federated Bilevel Optimization
In Poster Session 6 Pavilion 4
Yangnan Li · Shenghui Song · Xuanyu Cao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4401
Optimizing Data Augmentation through Bayesian Model Selection
In Poster Session 6 Pavilion 4
Madi Matymov · Ba-Hien Tran · Michael Kampffmeyer · Markus Heinonen · Maurizio Filippone
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1101
Primary-Fine Decoupling for Action Generation in Robotic Imitation
In Poster Session 6 Pavilion 3
Xiaohan Lei · Min Wang · Wengang Zhou · Xingyu Lu · Houqiang Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1102
SafeFlowMatcher: Safe and Fast Planning using Flow Matching with Control Barrier Functions
In Poster Session 6 Pavilion 3
Jeongyong Yang ⋅ Seunghwan Jang ⋅ SooJean Han
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4402
Action Chunking and Data Augmentation Yield Exponential Improvements in Behavior Cloning for Continuous Spaces
In Poster Session 6 Pavilion 4
Thomas T. Zhang · Daniel Pfrommer · Chaoyi Pan · Nikolai Matni · Max Simchowitz
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1103
PA3FF:Learning Part-Aware Dense 3D Feature Field For Generalizable Articulated Object Manipulation
In Poster Session 6 Pavilion 3
Yue Chen · Muqing Jiang · Kaifeng Zheng · Jiaqi Liang · Chenrui Tie · Haoran Lu · Ruihai Wu · Hao Dong
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4404
Queue Length Regret Bounds for Contextual Queueing Bandits
In Poster Session 6 Pavilion 4
Seoungbin Bae ⋅ Garyeong Kang ⋅ Dabeen Lee
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1105
CompassNav: Steering From Path Imitation to Decision Understanding In Navigation
In Poster Session 6 Pavilion 3
LinFeng Li ⋅ Jian Zhao ⋅ Yuan Xie ⋅ Xin Tan ⋅ Xuelong Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4405
Analysis of approximate linear programming solution to Markov decision problem with log barrier function
In Poster Session 6 Pavilion 4
Donghwan Lee ⋅ Hyukjun Yang ⋅ Bumgeun Park
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#717
Language Identification in the Limit with Computational Trace
In Poster Session 6 Pavilion 3
Binghui Peng · Amin Saberi · Grigoris Velegkas
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4406
Replicable Reinforcement Learning with Linear Function Approximation
In Poster Session 6 Pavilion 4
ERIC EATON ⋅ Marcel Hussing ⋅ Michael Kearns ⋅ Aaron Roth ⋅ Sikata Sengupta ⋅ Jessica Sorrell
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1106
Action-aware Dynamic Pruning for Efficient Vision-Language-Action Manipulation
In Poster Session 6 Pavilion 3
Xiaohuan Pei ⋅ Yuxing Chen ⋅ Siyu Xu ⋅ Yunke Wang ⋅ Yuheng Shi ⋅ Chang Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1107
SARM: Stage-Aware Reward Modeling for Long Horizon Robot Manipulation
In Poster Session 6 Pavilion 3
Qianzhong Chen · Justin Yu · Mac Schwager · Pieter Abbeel · Fred Shentu · Philipp Wu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1108
Generalizable Coarse-to-Fine Robot Manipulation via Language-Aligned 3D Keypoints
In Poster Session 6 Pavilion 3
Jianshu Hu · Lidi Wang · Shujia Li · Yunpeng Jiang · Xiao Li · Paul Weng · Yutong Ban
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4408
On the Reasoning Abilities of Masked Diffusion Language Models
In Poster Session 6 Pavilion 4
Anej Svete · Ashish Sabharwal
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1109
Accelerated co-design of robots through morphological pretraining
In Poster Session 6 Pavilion 3
Luke Strgar · Sam Kriegman
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4409
The Expressive Limits of Diagonal SSMs for State-Tracking
In Poster Session 6 Pavilion 4
Mehran Shakerinava ⋅ Behnoush Khavari ⋅ Siamak Ravanbakhsh ⋅ Sarath Chandar
[ OpenReview] 
Blog Track Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4410
Defining and quantifying compositional structure
In Poster Session 6 Pavilion 4
Eric Elmoznino ⋅ Guillaume Lajoie
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1110
AutoBio: A Simulation and Benchmark for Robotic Automation in Digital Biology Laboratory
In Poster Session 6 Pavilion 3
Zhiqian Lan · Yuxuan Jiang · Ruiqi Wang · Xuanbing Xie · Rongkui Zhang · Yicheng Zhu · LI PEIHANG · Tianshuo Yang · Tianxing Chen · Haoyu Gao · Xiaokang Yang · Xuelong Li · Hongyuan Zhang · Yao Mu · Ping Luo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1111
Bird's-eye-view Informed Reasoning Driver
In Poster Session 6 Pavilion 3
Yinuo Wang · Mining Tan · Yuanxin Zhong · Wang zhitao · Siyuan Cheng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4411
Beyond Pairwise: Empowering LLM Alignment With (Ranked) Choice Modeling
In Poster Session 6 Pavilion 4
Yuxuan Tang ⋅ Yifan Feng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1112
UnLoc: Leveraging Depth Uncertainties for Floorplan Localization
In Poster Session 6 Pavilion 3
Matthias Wüest ⋅ Francis Engelmann ⋅ Ondrej Miksik ⋅ Marc Pollefeys ⋅ Daniel Barath
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4412
Trajectory Generation with Conservative Value Guidance for Offline Reinforcement Learning
In Poster Session 6 Pavilion 4
Tieru Wang · Kunbao Wu · Guoshun Nan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1113
H$^3$DP: Triply‑Hierarchical Diffusion Policy for Visuomotor Learning
In Poster Session 6 Pavilion 3
Yiyang Lu · Yufeng Tian · Zhecheng Yuan · Xianbang Wang · Pu Hua · Zhengrong Xue · Huazhe Xu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4413
In-Context Compositional Q-Learning for Offline Reinforcement Learning
In Poster Session 6 Pavilion 4
Qiushui Xu · Yuhao Huang · Yushu Jiang · Wenliang Zheng · Lei Song · Jinyu Wang · Jiang Bian
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1114
Demystifying Robot Diffusion Policies: Action Memorization and a Simple Lookup Table Alternative
In Poster Session 6 Pavilion 3
Chengyang He ⋅ Xu Liu ⋅ Gadiel Sznaier Camps ⋅ Joseph Bruno ⋅ Guillaume Sartoretti ⋅ Mac Schwager
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4414
Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement Learning
In Poster Session 6 Pavilion 4
Jiayu Chen · Le Xu · Wen-Tse Chen · Jeff Schneider
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1115
RobotArena $\infty$: Scalable Robot Benchmarking via Real-to-Sim Translation
In Poster Session 6 Pavilion 3
Yash Jangir ⋅ Yidi Zhang ⋅ Kashu Yamazaki ⋅ Chenyu Zhang ⋅ Kuan-Hsun Tu ⋅ Tsung-Wei Ke ⋅ Lei Ke ⋅ Yonatan Bisk ⋅ Katerina Fragkiadaki
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4415
Koopman-Assisted Trajectory Synthesis: A Data Augmentation Framework for Offline Imitation Learning
In Poster Session 6 Pavilion 4
Jin Wang · Pengcheng He · Ke Jiang · Xiaoyang Tan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4416
Masked Skill Token Training for Hierarchical Off-Dynamics Transfer
In Poster Session 6 Pavilion 4
Zeyu Feng · Haiyan Yin · Yew-Soon Ong · Harold Soh
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1116
DrivingGen: A Comprehensive Benchmark for Generative Video World Models in Autonomous Driving
In Poster Session 6 Pavilion 3
Yang Zhou · Hao Shao · Letian Wang · Zhuofan Zong · Hongsheng Li · Steven Waslander
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1117
DriveMamba: Task-Centric Scalable State Space Model for Efficient End-to-End Autonomous Driving
In Poster Session 6 Pavilion 3
Haisheng Su · Wei Wu · Feixiang Song · Junjie Zhang · Zhenjie Yang · Junchi Yan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4417
MOBODY: Model-Based Off-Dynamics Offline Reinforcement Learning
In Poster Session 6 Pavilion 4
Yihong Guo · Yu Yang · Pan Xu · Anqi Liu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1118
ROSETTA: Constructing Code-Based Reward from Unconstrained Language Preference
In Poster Session 6 Pavilion 3
Sanjana Srivastava · Kangrui Wang · Yung-Chieh Chan · Tianyuan Dai · Manling Li · Ruohan Zhang · Mengdi Xu · Jiajun Wu · Li Fei-Fei
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4418
Multiplayer Nash Preference Optimization
In Poster Session 6 Pavilion 4
Fang Wu · Xu Huang · Weihao Xuan · Zhiwei Zhang · Yijia Xiao · Frank Wan · Xiaomin Li · Bing Hu · Peng Xia · Jure Leskovec · Yejin Choi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1119
SAGE: Spatial-visual Adaptive Graph Exploration for Efficient Visual Place Recognition
In Poster Session 6 Pavilion 3
Shunpeng Chen ⋅ Changwei Wang ⋅ Rongtao Xu ⋅ xingtianPei ⋅ yukun Song ⋅ Jinzhou Lin ⋅ Wenhao Xu ⋅ jingyizhang ⋅ Li Guo ⋅ Shibiao Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4517
On the Design of KL-Regularized Policy Gradient Algorithms for LLM Reasoning
In Poster Session 6 Pavilion 4
Yifan Zhang · Yifeng Liu · Rina Hughes · Yang Yuan · Quanquan Gu · Andrew Yao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1120
DecompGAIL: Learning Realistic Traffic Behaviors with Decomposed Multi-Agent Generative Adversarial Imitation Learning
In Poster Session 6 Pavilion 3
Ke Guo · Haochen Liu · XIAOJUN WU · Chen Lv
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4516
Training Large Reasoning Models Efficiently via Progressive Thought Encoding
In Poster Session 6 Pavilion 4
Zeliang Zhang · Xiaodong Liu · Hao Cheng · Hao Sun · Chenliang Xu · Jianfeng Gao
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1121
Difference-Aware Retrieval Policies for Imitation Learning
In Poster Session 6 Pavilion 3
Quinn Pfeifer · Ethan Pronovost · Paarth Shah · Khimya Khetarpal · Siddhartha Srinivasa · Abhishek Gupta
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4515
Simplicial Embeddings Improve Sample Efficiency in Actor–Critic Agents
In Poster Session 6 Pavilion 4
Johan S Obando Ceron · Walter Mayor · Samuel Lavoie · Scott Fujimoto · Aaron Courville · Pablo Samuel Castro
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1122
Remotely Detectable Robot Policy Watermarking
In Poster Session 6 Pavilion 3
Michael Amir ⋅ Manon Flageat ⋅ Amanda Prorok
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1123
HWC-Loco: A Hierarchical Whole-Body Control Approach to Robust Humanoid Locomotion
In Poster Session 6 Pavilion 3
Sixu Lin ⋅ Guanren Qiao ⋅ Yunxin Tai ⋅ Ang Li ⋅ Kui Jia ⋅ Guiliang Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4514
Stabilizing Policy Gradients for Sample-Efficient Reinforcement Learning in LLM Reasoning
In Poster Session 6 Pavilion 4
Luckeciano Carvalho Melo ⋅ Alessandro Abate ⋅ Yarin Gal
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4513
APPLE: Toward General Active Perception via Reinforcement Learning
In Poster Session 6 Pavilion 4
Tim Schneider ⋅ Cristiana de Farias ⋅ Roberto Calandra ⋅ Liming Chen ⋅ Jan Peters
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1124
Geometry-aware 4D Video Generation for Robot Manipulation
In Poster Session 6 Pavilion 3
Zeyi Liu ⋅ Shuang Li ⋅ Eric Cousineau ⋅ Siyuan Feng ⋅ Benjamin Burchfiel ⋅ Shuran Song
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4512
QuRL: Low-Precision Reinforcement Learning for Efficient Reasoning
In Poster Session 6 Pavilion 4
Yuhang Li · Reena Elangovan · Xin Dong · Priyadarshini Panda · Brucek Khailany
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1125
Towards Generalizable PDE Dynamics Forecasting via Physics-Guided Invariant Learning
In Poster Session 6 Pavilion 3
Siyang Li · Yize Chen · Yan Guo · Ming Huang · Hui Xiong
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1126
CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
In Poster Session 6 Pavilion 3
Shifeng Xie · Vasilii Feofanov · Jianfeng Zhang · Themis Palpanas · Ievgen Redko
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4511
Native Reasoning Models: Training Language Models to Reason on Unverifiable Data
In Poster Session 6 Pavilion 4
Yuanfu Wang · Zhixuan Liu · Xiangtian Li · Chaochao Lu · yang chao
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1226
Routing Channel-Patch Dependencies in Time Series Forecasting with Graph Spectral Decomposition
In Poster Session 6 Pavilion 3
Dongyuan Li · Shun Zheng · Chang XU · Jiang Bian · Renhe Jiang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4510
Representation-Based Exploration for Language Models: From Test-Time to Post-Training
In Poster Session 6 Pavilion 4
Jens Tuyls ⋅ Dylan Foster ⋅ Akshay Krishnamurthy ⋅ Jordan Ash
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4509
Reinforcement Learning via Value Gradient Flow
In Poster Session 6 Pavilion 4
Haoran Xu · Kaiwen Hu · Somayeh Sojoudi · Amy Zhang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1225
Time-Gated Multi-Scale Flow Matching for Time-Series Imputation
In Poster Session 6 Pavilion 3
Hangtian Wang · Mahito Sugiyama
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1224
Decentralized Attention Fails Centralized Signals: Rethinking Transformers for Medical Time Series
In Poster Session 6 Pavilion 3
Yu Guoqi ⋅ Juncheng Wang ⋅ Chen Yang ⋅ Jing Qin ⋅ Angelica Aviles-Rivero ⋅ Shujun Wang
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4508
A Reward-Free Viewpoint on Multi-Objective Reinforcement Learning
In Poster Session 6 Pavilion 4
Ying-Tu Chen ⋅ Wei Hung ⋅ Bing-Shu Wu ⋅ Zhang-Wei Hong ⋅ Ping-Chun Hsieh
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1223
Battery Fault: A Comprehensive Dataset and Benchmark for Battery Fault Diagnosis
In Poster Session 6 Pavilion 3
Qingdi Liu ⋅ Yan Fu ⋅ Lishuo LIU ⋅ Yanke LIN ⋅ Jin Xin ⋅ Jianfeng Zhang ⋅ Cheng Liu ⋅ Lujia Pan ⋅ Dongxu Guo ⋅ Yuejiu Zheng ⋅ Qiang Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4507
ContextIF: Enhancing Instruction-Following through Context Reward
In Poster Session 6 Pavilion 4
Yule Zhong ⋅ Jiacheng Yao ⋅ Guoxiu He
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4506
Reference Grounded Skill Discovery
In Poster Session 6 Pavilion 4
Seungeun (Ross) Rho · Aaron Trinh · Danfei Xu · Sehoon Ha
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1222
Enabling arbitrary inference in spatio-temporal dynamic systems: A physics-inspired perspective
In Poster Session 6 Pavilion 3
Yan Ge · Zhengyang Zhou · Qihe Huang · Yuxuan Liang · Yang Wang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3404
Demystifying The Mechanisms Behind Emergent Exploration in Goal-Conditioned RL
In Poster Session 6 Pavilion 4
Mahsa Bastankhah ⋅ Grace Liu ⋅ Dilip Arumugam ⋅ Thomas L. Griffiths ⋅ Benjamin Eysenbach
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1221
Zero-shot Forecasting by Simulation Alone
In Poster Session 6 Pavilion 3
Boris Oreshkin · Mayank Jauhari · Ravi Kiran Selvam · Malcolm Wolff · Wenhao Pan · Shankar Ramasubramanian · KIN GUTIERREZ · Tatiana Konstantinova · Andres Potapczynski · Mengfei Cao · Dmitry Efimov · Michael W Mahoney · Andrew Gordon Wilson
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4505
The Art of Scaling Reinforcement Learning Compute for LLMs
In Poster Session 6 Pavilion 4
Devvrit Khatri · Lovish Madaan · Rishabh Tiwari · Rachit Bansal · Venkata Sai Surya Subramanyam Duvvuri · Manzil Zaheer · Inderjit Dhillon · David Brandfonbrener · Rishabh Agarwal
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1220
ResCP: Reservoir Conformal Prediction for Time Series Forecasting
In Poster Session 6 Pavilion 3
Roberto Neglia · Andrea Cini · Michael Bronstein · Filippo Maria Bianchi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4504
RL Grokking Recipe: How Does RL Unlock and Transfer New Algorithms in LLMs?
In Poster Session 6 Pavilion 4
Yiyou Sun · Yuhan Cao · Pohao Huang · Haoyue Bai · Hanna Hajishirzi · Nouha Dziri · Dawn Song
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4503
Octax: Accelerated CHIP-8 Arcade Environments for Reinforcement Learning in JAX
In Poster Session 6 Pavilion 4
Waris Radji ⋅ Thomas Michel ⋅ Hector Piteau
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1219
From Samples to Scenarios: A New Paradigm for Probabilistic Forecasting
In Poster Session 6 Pavilion 3
Xilin Dai · Zhijian Xu · Wanxu Caii · Qiang Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1218
TAMMs: Change Understanding and Forecasting in Satellite Image Time Series with Temporal-Aware Multimodal Models
In Poster Session 6 Pavilion 3
Zhongbin Guo ⋅ Yuhao Wang ⋅ Ping Jian ⋅ Chengzhi Li ⋅ Xinyue Chen ⋅ Zhen Yang ⋅ Ertai E
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4502
Jackpot: Align Actor-Policy Distribution for scalable and stable RL for LLM
In Poster Session 6 Pavilion 4
Zhuoming Chen · Hongyi Liu · Yang Zhou · Haizhong Zheng · Beidi Chen
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1217
PaAno: Patch-Based Representation Learning for Time-Series Anomaly Detection
In Poster Session 6 Pavilion 3
Jinju Park ⋅ Seokho Kang
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4501
Bridging the performance-gap between target-free and target-based reinforcement learning
In Poster Session 6 Pavilion 4
Théo Vincent ⋅ Yogesh Tripathi ⋅ Tim Faust ⋅ Abdullah Akgül ⋅ Yaniv Oren ⋅ Melih Kandemir ⋅ Jan Peters ⋅ Carlo D'Eramo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1216
Learning Recursive Multi-Scale Representations for Irregular Multivariate Time Series Forecasting
In Poster Session 6 Pavilion 3
Boyuan Li ⋅ Zhen Liu ⋅ Yicheng Luo ⋅ Qianli Ma
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4601
Policy Newton Algorithm in Reproducing Kernel Hilbert Space
In Poster Session 6 Pavilion 4
Yixian Zhang · Huaze Tang · Changxu Wei · Chao Wang · Wenbo Ding
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4602
GRACE: A Language Model Framework for Explainable Inverse Reinforcement Learning
In Poster Session 6 Pavilion 4
Silvia Sapora · R Devon Hjelm · Omar Attia · Alexander Toshev · Bogdan Mazoure
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1215
ProtoTS: Learning Hierarchical Prototypes for Explainable Time Series Forecasting
In Poster Session 6 Pavilion 3
Ziheng Peng · Shijie Ren · Xinyue Gu · Linxiao Yang · Xiting Wang · Liang Sun
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4603
Learning to Answer from Correct Demonstrations
In Poster Session 6 Pavilion 4
Nirmit Joshi · Gene Li · Siddharth Bhandari · Shiva Kasiviswanathan · Cong Ma · Nathan Srebro
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1214
UniCA: Unified Covariate Adaptation for Time Series Foundation Model
In Poster Session 6 Pavilion 3
Lu Han · Yu Liu · Lan Li · Qiwen Deng · Jian Jiang · Yinbo sun · Zhe Yu · Binfeng Wang · Xingyu Lu · Lintao Ma · Han-Jia Ye · De-Chuan Zhan
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4604
Heterogeneous Agent Q-weighted Policy Optimization
In Poster Session 6 Pavilion 4
Bor Jiun Lin · Chun-Yi Lee
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1213
GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables
In Poster Session 6 Pavilion 3
Zhengyu Li · Xiangfei Qiu · Yuhan Zhu · Xingjian Wu · Jilin Hu · Guo · Bin Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4605
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow
In Poster Session 6 Pavilion 4
Ziyue Wang ⋅ Junde Wu ⋅ Linghan Cai ⋅ Chang Low ⋅ Xihong Yang ⋅ Qiaxuan Li ⋅ Yueming Jin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1212
SE-Diff: Simulator and Experience Enhanced Diffusion Model for Comprehensive ECG Generation
In Poster Session 6 Pavilion 3
Xiaoda Wang · Kaiqiao Han · Yuhao Xu · Xiao Luo · Yizhou Sun · Wei Wang · Carl Yang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4606
Language and Experience: A Computational Model of Social Learning in Complex Tasks
In Poster Session 6 Pavilion 4
Cédric Colas ⋅ Tracey Mills ⋅ Ben Prystawski ⋅ Michael Tessler ⋅ Noah Goodman ⋅ Jacob Andreas ⋅ Joshua B Tenenbaum
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1211
GARLIC: Graph Attention-based Relational Learning of Multivariate Time Series in Intensive Care
In Poster Session 6 Pavilion 3
Ruirui Wang ⋅ Yanke Li ⋅ Manuel Günther ⋅ Diego Paez-Granados
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4607
From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning
In Poster Session 6 Pavilion 4
Cheng Yang · Jiaxuan Lu · Haiyuan Wan · Junchi Yu · Feiwei Qin
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1210
Contextual and Seasonal LSTMs for Time Series Anomaly Detection
In Poster Session 6 Pavilion 3
Lingpei Zhang · Qingming Li · Yong Yang · Jiahao Chen · Rui Zeng · Chenyang Lyu · Shouling Ji
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4608
MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs
In Poster Session 6 Pavilion 4
Huining Yuan ⋅ Zelai Xu ⋅ Zheyue Tan ⋅ Xiangmin Yi ⋅ Mo Guang ⋅ Kaiwen Long ⋅ Haojia Hui ⋅ BOXUN LI ⋅ Xinlei Chen ⋅ Bo Zhao ⋅ Xiao-Ping Zhang ⋅ Chao Yu ⋅ Yu Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1209
Unlocking the Value of Text: Event-Driven Reasoning and Multi-Level Alignment for Time Series Forecasting
In Poster Session 6 Pavilion 3
Siyuan Wang · Peng Chen · Yihang Wang · Wanghui Qiu · Guo · Bin Yang · Yang Shu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1208
G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge
In Poster Session 6 Pavilion 3
Linhao Luo · Zicheng Zhao · Junnan Liu · Zhangchi Qiu · Junnan Dong · Serge Panev · Chen Gong · Thuy-Trang Vu · Gholamreza Haffari · Dinh Phung · Alan Liew · Shirui Pan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4609
Matching Multiple Experts: On the Exploitability of Multi-Agent Imitation Learning
In Poster Session 6 Pavilion 4
Antoine Bergerault ⋅ Volkan Cevher ⋅ Negar Mehr
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4610
GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent System
In Poster Session 6 Pavilion 4
Yiqin Yang · Xu Yang · Yuhua Jiang · Ni Mu · Hao Hu · Runpeng Xie · Ziyou Zhang · Siyuan Li · Yuan-Hua Ni · Qianchuan Zhao · Bo XU
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1207
Leveraging Pretrained Knowledge at Inference Time: LoRA-Gated Contrastive Decoding for Multilingual Factual Language Generation in Adapted LLMs
In Poster Session 6 Pavilion 3
Gwangseon Jang · Hongseok Choi · Chanuk lim · Kyong-Ha Lee · Mun Yi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1206
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems
In Poster Session 6 Pavilion 3
Xin Gui · Zhu · JinCheng Ren · Qianben Chen · Zekun Wang · Yizhi Li · Xinpeng Liu · Wallis_Wenli Ren · Linyu Miao · Tianrui Qin · Ziqi Shu · He Zhu · Dingfeng Shi · JIAHENG LIU · Yuchen Jiang · Minghao Liu · Ge Zhang · Wangchunshu Zhou
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4611
Presenting a Paper is an Art: Self-Improvement Aesthetic Agents for Academic Presentations
In Poster Session 6 Pavilion 4
Chengzhi Liu · Yuzhe YANG · Kaiwen Zhou · Zhen Zhang · Yue Fan · Yanan Xie · Peng Qi · Xin Wang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4612
Rethinking Policy Diversity in Ensemble Policy Gradient in Large-Scale Reinforcement Learning
In Poster Session 6 Pavilion 4
Naoki Shitanda ⋅ Motoki Omura ⋅ Tatsuya Harada ⋅ Takayuki Osa
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1205
Neuron-Aware Data Selection in Instruction Tuning for Large Language Models
In Poster Session 6 Pavilion 3
Xin Chen · Junchao Wu · Shu Yang · Runzhe Zhan · Zeyu Wu · Min Yang · Shujian Huang · Lidia Chao · Derek Wong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1204
Pay Attention to CTC: Fast and Robust Pseudo-Labelling for Unified Speech Recognition
In Poster Session 6 Pavilion 3
Alexandros Haliassos ⋅ Rodrigo Mira ⋅ Stavros Petridis
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4613
RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling
In Poster Session 6 Pavilion 4
Yang Liu ⋅ Jiaqi Li ⋅ Zilong Zheng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4614
EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems
In Poster Session 6 Pavilion 4
Yufei He ⋅ Juncheng Liu ⋅ Yue Liu ⋅ Yibo Li ⋅ Tri Cao ⋅ Zhiyuan Hu ⋅ Xinxing Xu ⋅ Bryan Hooi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1203
PoLi-RL: A Point-to-List Reinforcement Learning Framework for Conditional Semantic Textual Similarity
In Poster Session 6 Pavilion 3
Zixin Song · Bowen Zhang · QIANWEN ZHANG · di yin · Xing Sun · Chunping Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4615
ATGen: Adversarial Reinforcement Learning for Test Case Generation
In Poster Session 6 Pavilion 4
Qingyao Li ⋅ Xinyi Dai ⋅ Weiwen Liu ⋅ Xiangyang Li ⋅ Yasheng Wang ⋅ Ruiming Tang ⋅ Yong Yu ⋅ Weinan Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1202
IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment
In Poster Session 6 Pavilion 3
Chenlin Ming · Chendi Qu · Qizhi Pei · Zhuoshi Pan · Yu Li · Xiaoming Duan · Lijun Wu · Conghui He
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1201
RefTool: Reference-Guided Tool Creation for Knowledge-Intensive Reasoning
In Poster Session 6 Pavilion 3
Xiao Liu · Da Yin · Zirui Wu · Yansong Feng
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4616
LogicReward: Incentivizing LLM Reasoning via Step-Wise Logical Supervision
In Poster Session 6 Pavilion 4
Jundong Xu · Hao (Scofield) Fei · Huichi Zhou · Xin Quan · Qijun Huang · Shengqiong Wu · William Wang · Mong-Li Lee · Wynne Hsu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4617
GEM: A Gym for Generalist LLMs
In Poster Session 6 Pavilion 4
Zichen Liu · Anya Sims · Keyu Duan · Changyu Chen · Simon Yu · Xiangxin Zhou · Haotian Xu · Shaopan Xiong · Bo Liu · Chenmien Tan · Weixun Wang · Hao Zhu · Weiyan Shi · Diyi Yang · Michael Qizhe Shieh · Yee Whye Teh · Wee Sun Lee · Min Lin
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1301
Inheriting Generalizable Knowledge from LLMs to Diverse Vertical Tasks
In Poster Session 6 Pavilion 3
Chang Liu · boyu shi · xu yang · Qiufeng Wang · Xin Geng
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1302
Latent Speech-Text Transformer
In Poster Session 6 Pavilion 3
Yen-Ju Lu ⋅ Yashesh Gaur ⋅ Wei Zhou ⋅ Benjamin Muller ⋅ Jesus Villalba ⋅ Najim Dehak ⋅ Luke Zettlemoyer ⋅ Gargi Ghosh ⋅ Mike Lewis ⋅ Srini Iyer ⋅ Duc Le
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4618
BOTS: A Unified Framework for Bayesian Online Task Selection in LLM Reinforcement Finetuning
In Poster Session 6 Pavilion 4
Qianli Shen · Daoyuan Chen · Yilun Huang · Zhenqing Ling · Yaliang Li · Bolin Ding · Jingren Zhou
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4718
Geometric-Mean Policy Optimization
In Poster Session 6 Pavilion 4
Yuzhong Zhao · Yue Liu · Junpeng Liu · Jingye Chen · xun wu · Yaru Hao · Tengchao Lv · Shaohan Huang · Lei Cui · Qixiang Ye · Fang Wan · Furu Wei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1303
FlexiCodec: A Dynamic Neural Audio Codec for Low Frame Rates
In Poster Session 6 Pavilion 3
Jiaqi Li · Yao Qian · Yuxuan Hu · leying zhang · Xiaofei Wang · Heng Lu · Manthan Thakker · Jinyu Li · sheng zhao · Zhizheng Wu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1304
Should We Still Pretrain Encoders with Masked Language Modeling?
In Poster Session 6 Pavilion 3
Hippolyte Gisserot-Boukhlef · Nicolas Boizard · Manuel Faysse · Duarte Alves · Emmanuel Malherbe · Andre Martins · CELINE HUDELOT · Pierre Colombo
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4717
KL-Regularized Reinforcement Learning for Generative Modelling is Designed to Mode Collapse
In Poster Session 6 Pavilion 4
Anthony GX-Chen ⋅ Jatin Prakash ⋅ Jeff Guo ⋅ Rob Fergus ⋅ Rajesh Ranganath
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1305
SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization
In Poster Session 6 Pavilion 3
Huashan Sun · Shengyi Liao · Yansen Han · Yu Bai · Yang Gao · Cheng Fu · Weizhou Shen · Fanqi Wan · Ming Yan · Ji Zhang · Fei Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4716
CurES: From Gradient Analysis to Efficient Curriculum Learning for Reasoning LLMs
In Poster Session 6 Pavilion 4
Yongcheng Zeng · Zexu Sun · Bokai Ji · Erxue Min · Hengyi Cai · Shuaiqiang Wang · Dawei Yin · Haifeng Zhang · Xu Chen · Jun Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4715
Efficient Multi-objective Prompt Optimization via Pure-exploration Bandits
In Poster Session 6 Pavilion 4
Donghao Li · Chengshuai Shi · Weijuan Ou · Cong Shen · Jing Yang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1306
From Single to Multi-Granularity: Toward Long-Term Memory Association and Selection of Conversational Agents
In Poster Session 6 Pavilion 3
Derong Xu · Yi Wen · Pengyue Jia · Yingyi Zhang · Wenlin Zhang · Yichao Wang · Huifeng Guo · Ruiming Tang · Xiangyu Zhao · Enhong Chen · Tong Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4714
Count Counts: Motivating Exploration in LLM Reasoning with Count-based Intrinsic Rewards
In Poster Session 6 Pavilion 4
Xuan Zhang · Ruixiao Li · Zhijian Zhou · Long Li · Yulei Qin · Ke Li · Xing Sun · Xiaoyu Tan · Chao Qu · Yuan Qi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1307
Fluent Alignment with Disfluent Judges: Post-training for lower-resource languages
In Poster Session 6 Pavilion 3
David Samuel ⋅ Lilja Øvrelid ⋅ Erik Velldal ⋅ Andrey Kutuzov
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4713
Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs
In Poster Session 6 Pavilion 4
Haoming Meng ⋅ Kexin Huang ⋅ Shaohang Wei ⋅ Chiyu Ma ⋅ Shuo Yang ⋅ xue wang ⋅ Guoyin Wang ⋅ Bolin Ding ⋅ Jingren Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1308
LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the Wild
In Poster Session 6 Pavilion 3
Jiayu Wang ⋅ Yifei Ming ⋅ Riya Dulepet ⋅ Qinglin Chen ⋅ Austin Xu ⋅ Zixuan Ke ⋅ Frederic Sala ⋅ Aws Albarghouthi ⋅ Caiming Xiong ⋅ Shafiq Joty
[ Slides]  [ Poster]  [ OpenReview] 
Blog Track Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4712
JustRL: Scaling a 1.5B LLM with a Simple RL Recipe
In Poster Session 6 Pavilion 4
Bingxiang He ⋅ Zekai Qu ⋅ Zeyuan Liu ⋅ Yinghao Chen ⋅ Yuxin Zuo ⋅ Cheng Qian ⋅ Kaiyan Zhang ⋅ Weize Chen ⋅ Chaojun Xiao ⋅ Ganqu Cui ⋅ Ning Ding ⋅ Zhiyuan Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1309
AgentMath: Empowering Mathematical Reasoning for Large Language Models via Tool-Augmented Agent
In Poster Session 6 Pavilion 3
Haipeng Luo · Huawen Feng · Qingfeng Sun · Can Xu · Kai Zheng · Yufei Wang · TAO YANG · Winston Hu · Yansong Tang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4711
OptimSyn: Influence-Guided Rubrics Optimization for Synthetic Data Generation
In Poster Session 6 Pavilion 4
Zhiting Fan · Ruizhe Chen · Tianxiang Hu · Ru Peng · Zenan Huang · Haokai Xu · Yixin Chen · JIAN Wu · Junbo Zhao · Zuozhu Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1310
Rectifying LLM Thought from Lens of Optimization
In Poster Session 6 Pavilion 3
Junnan Liu · Hongwei Liu · Songyang Zhang · Kai Chen
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1311
ClarifyVC: Clarifying Ambiguous Commands in Vehicle Control with a Hybrid Data Augmentation Pipeline
In Poster Session 6 Pavilion 3
Hange Zhou · Zhonglin Jiang · yingjie cui · Mingzhe Zhang · Xiaotang Wang · Hengwei Dai · Qiyao Yu · Yong Chen · Yongqi Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4710
Is On-Policy Data always the Best Choice for Direct Preference Optimization-Based LM Alignment?
In Poster Session 6 Pavilion 4
Zetian Sun · dongfang li · Xuhui Chen · Baotian Hu · Min Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4709
TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate
In Poster Session 6 Pavilion 4
Amir Zandieh · Majid Daliri · Majid Hadian · Vahab Mirrokni
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1312
TableMaster: A Recipe to Advance Table Understanding with Language Models
In Poster Session 6 Pavilion 3
Lang Cao · Hanbing Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4708
OR-PRM: A Process Reward Model for Algorithmic Problem in Operations Research
In Poster Session 6 Pavilion 4
Yilin Wang · Heng Zhou · Dongxing Mao · Linjie Li · Jingru Tan · Haochen Han · Zhengyuan Yang · Alex Jinpeng Wang · Min Li
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1313
Learning to Generate Unit Test via Adversarial Reinforcement Learning
In Poster Session 6 Pavilion 3
Dongjun Lee · Changho Hwang · Kimin Lee
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1314
SPRIG: Improving Large Language Model Performance by System Prompt Optimization
In Poster Session 6 Pavilion 3
Lechen Zhang ⋅ Tolga Ergen ⋅ Lajanugen Logeswaran ⋅ Moontae Lee ⋅ David Jurgens
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4707
What Happens Next? Anticipating Future Motion by Generating Point Trajectories
In Poster Session 6 Pavilion 4
Gabrijel Boduljak · Laurynas Karazija · Iro Laina · Christian Rupprecht · Andrea Vedaldi
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4706
IGGT: Instance-Grounded Geometry Transformer for Semantic 3D Reconstruction
In Poster Session 6 Pavilion 4
昊 李 · Zhengyu Zou · Fangfu Liu · zhang xuanyang · Fangzhou Hong · Yukang Cao · Yushi LAN · Manyuan Zhang · Gang Yu · Dingwen Zhang · Ziwei Liu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1315
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning
In Poster Session 6 Pavilion 3
Yihe Deng · I-Hung Hsu · Jun Yan · Zifeng Wang · Rujun Han · Gufeng Zhang · Yanfei Chen · Wei Wang · Tomas Pfister · Chen-Yu Lee
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4705
To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models
In Poster Session 6 Pavilion 4
Eran Malach · Omid Saremi · Sinead Williamson · Arwen Bradley · Aryo Lotfi · Emmanuel Abbe · Joshua Susskind · Etai Littwin
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1316
Critique-RL: Training Language Models For Critiquing Through Two-Stage Reinforcement Learning
In Poster Session 6 Pavilion 3
Zhiheng Xi · Jixuan Huang · Xin Guo · Boyang Hong · Dingwen Yang · Xiaoran Fan · Shuo Li · Zehui Chen · Junjie Ye · Siyu Yuan · Zhengyin Du · Xuesong Yao · Yufei Xu · Jiecao Chen · Rui Zheng · Tao Gui · Qi Zhang · Xuanjing Huang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1317
DESIGNER: Design-Logic-Guided Multidisciplinary Data Synthesis for LLM Reasoning
In Poster Session 6 Pavilion 3
Weize Liu · Yongchi Zhao · Yijia Luo · Mingyu Xu · JIAHENG LIU · Yanan Li · Xiguo Hu · Zhiqi Bai · Yuchi Xu · wenbo su · Bo Zheng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4704
Vision-Zero: Scalable VLM Self-Evolution via Multi-Agent Self-Play
In Poster Session 6 Pavilion 4
Qinsi Wang · Bo Liu · Tianyi Zhou · Jing Shi · Yueqian Lin · Yiran Chen · Hai Li · Kun Wan · Wentian Zhao
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4703
$PhyWorldBench$: A Comprehensive Evaluation of Physical Realism in Text-to-Video Models
In Poster Session 6 Pavilion 4
Jing Gu · Xian Liu · Yu Zeng · Ashwin Nagarajan · Fangrui Zhu · Daniel Hong · Yue Fan · Qianqi Yan · Kaiwen Zhou · Ming-Yu Liu · Xin Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1318
ProPerSim: Developing Proactive and Personalized AI Assistants through User-Assistant Simulation
In Poster Session 6 Pavilion 3
Jiho Kim ⋅ Junseong Choi ⋅ Woosog Chay ⋅ Daeun Kyung ⋅ Yeonsu Kwon ⋅ Yohan Jo ⋅ Edward Choi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1319
Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution
In Poster Session 6 Pavilion 3
Tianrui Qin · Qianben Chen · Sinuo Wang · He Xing · Zhu · He Zhu · Dingfeng Shi · Xinxin Liu · Ge Zhang · JIAHENG LIU · Xitong Gao · Yuchen Jiang · Wangchunshu Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4702
OrthAlign: Orthogonal Subspace Decomposition for Non-Interfering Multi-Objective Alignment
In Poster Session 6 Pavilion 4
Liang Lin · Zhihao Xu · Junhao Dong · Jian Zhao · Yuchen Yuan · Guibin Zhang · Miao Yu · Yiming Zhang · Zhengtao Yao · Huahui Yi · HAICHUAN TANG · Dongrui Liu · Xinfeng Li · Kun Wang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1320
Code Aesthetics with Agentic Reward Feedback
In Poster Session 6 Pavilion 3
Bang Xiao · Lingjie Jiang · Shaohan Huang · Tengchao Lv · Yupan Huang · xun wu · Lei Cui · Furu Wei
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4701
Language-Instructed Vision Embeddings for Controllable and Generalizable Perception
In Poster Session 6 Pavilion 4
Chengzhi Mao · Xudong Lin · Wen-Sheng Chu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4801
Object-Centric World Models from Few-Shot Annotations for Sample-Efficient Reinforcement Learning
In Poster Session 6 Pavilion 4
Weipu Zhang · Adam Jelley · Trevor McInroe · Amos Storkey · Gang Wang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1321
Disentangling Knowledge Representations for Large Language Model Editing
In Poster Session 6 Pavilion 3
Mengqi Zhang · Zisheng Zhou · Xiaotian Ye · Qiang Liu · Zhaochun Ren · Zhumin Chen · Pengjie Ren
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1322
Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling
In Poster Session 6 Pavilion 3
Shiqi Yan · Yubo Chen · Ruiqi Zhou · Zhengxi Yao · Shuai Chen · Tianyi Zhang · Shijie Zhang · Wei-Qiang Zhang · Yongfeng Huang · Haixin Duan · Yunqi Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4802
Emergent Misalignment is Easy, Narrow Misalignment is Hard
In Poster Session 6 Pavilion 4
Anna Soligo · Edward Turner · Senthooran Rajamanoharan · Neel Nanda
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4803
Reinforcing General Reasoning Without Verifiers
In Poster Session 6 Pavilion 4
Xiangxin Zhou · Zichen Liu · Anya Sims · Haonan Wang · Tianyu Pang · Chongxuan Li · Liang Wang · Min Lin · Chao Du
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1323
RL Squeezes, SFT Expands: A Comparative Study of Reasoning LLMs
In Poster Session 6 Pavilion 3
Kohsei Matsutani · Shota Takashiro · Gouki Gouki · Takeshi Kojima · Yusuke Iwasawa · Yutaka Matsuo
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1324
WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research
In Poster Session 6 Pavilion 3
Zijian Li · Xin Guan · Bo Zhang · Shen Huang · Houquan Zhou · Shaopeng Lai · Ming Yan · Yong Jiang · Pengjun Xie · Fei Huang · Jun Zhang · Jingren Zhou
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4804
Context Tokens are Anchors: Understanding the Repeat Curse in dMLLMs from an Information Flow Perspective
In Poster Session 6 Pavilion 4
Qiyan Zhao · Xiaofeng Zhang · Shuochen Chang · Qianyu Chen · Xiaosong Yuan · Xuhang Chen · LUOQI LIU · Jiajun Zhang · Xu-yao Zhang · Da-Han Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4805
PHAT: Modeling Period Heterogeneity for Multivariate Time Series Forecasting
In Poster Session 6 Pavilion 4
Jiaming Ma · Qihe Huang · Haofeng Ma · Guanjun Wang · Sheng Huang · Zhengyang Zhou · Pengkun Wang · Xu Wang · Binwu Wang · Yang Wang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1325
What Generative Search Engines Like and How to Optimize Web Content Cooperatively
In Poster Session 6 Pavilion 3
Yujiang Wu · Shanshan Zhong · Yubin Kim · Chenyan Xiong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4806
AlphaAgentEvo: Evolution-Oriented Alpha Mining via Self-Evolving Agentic Reinforcement Learning
In Poster Session 6 Pavilion 4
Ziyi Tang · Xuexiong Yin · Weixing Chen · Zechuan Chen · Yongsen Zheng · Wenxuan Ye · Keze Wang · Liang Lin
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1326
Sculptor: Empowering LLMs with Cognitive Agency via Active Context Management
In Poster Session 6 Pavilion 3
Mo Li ⋅ L.H. Xu ⋅ Qitai Tan ⋅ Long Ma ⋅ Hongyong Song ⋅ Ting Cao ⋅ Yunxin Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1426
DreamOn: Diffusion Language Models For Code Infilling Beyond Fixed-size Canvas
In Poster Session 6 Pavilion 3
Zirui Wu · Lin Zheng · Zhihui Xie · Jiacheng Ye · Jiahui Gao · Shansan Gong · Yansong Feng · Zhenguo Li · Wei BI · Guorui Zhou · Lingpeng Kong
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4807
IF-VidCap: Can Video Caption Models Follow Instructions?
In Poster Session 6 Pavilion 4
Shihao Li · Yuanxing Zhang · Jiangtao Wu · Zhide Lei · Yiwen He · Runzhe Wen · Chenxi Liao · Chengkang Jiang · An Ping · Shuo Gao · Suhan Wang · Zhaozhou Bian · Zijun Zhou · Jingyi Xie · Jiayi Zhou · Jing Wang · Yifan Yao · Weihao Xie · Yingshui Tan · Yanghai Wang · Qianqian Xie · Zhaoxiang Zhang · JIAHENG LIU
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1425
Variation in Verification: Understanding Verification Dynamics in Large Language Models
In Poster Session 6 Pavilion 3
Yefan Zhou · Austin Xu · Yilun Zhou · Janvijay Singh · Jiang Gui · Shafiq Joty
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4808
Towards Multimodal Data-Driven Scientific Discovery Powered by LLM Agents
In Poster Session 6 Pavilion 4
Fan Liu · Xiaozhao Zeng · Hao Liu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4809
House Of Dextra : Cross-Embodied Co-Design for Dexterous Hands
In Poster Session 6 Pavilion 4
Kehlani Fay · Darin Djapri · Anya Zorin · James Clinton · Ali El Lahib · Hao Su · Michael Tolley · Sha Yi · Xiaolong Wang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1423
ODESteer: A Unified ODE-Based Steering Framework for LLM Alignment
In Poster Session 6 Pavilion 3
Hongjue Zhao · Haosen Sun · Jiangtao Kong · Xiaochang Li · Qineng Wang · Liwei Jiang · Qi Zhu · Tarek Abdelzaher · Yejin Choi · Manling Li · Huajie Shao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4810
Graph Tokenization for Bridging Graphs and Transformers
In Poster Session 6 Pavilion 4
Zeyuan Guo · Enmao Diao · Cheng Yang · Chuan Shi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4811
PreferThinker: Reasoning-based Personalized Image Preference Assessment
In Poster Session 6 Pavilion 4
Shengqi Xu · Xinpeng Zhou · Yabo Zhang · Ming Liu · Tao Liang · Tianyu Zhang · Yalong Bai · Zuxuan Wu · Wangmeng Zuo
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1422
Repurposing Synthetic Data for Fine-grained Search Agent Supervision
In Poster Session 6 Pavilion 3
Yida Zhao · Kuan Li · Xixi Wu · Liwen Zhang · Ding-Chu Zhang · Baixuan Li · Maojia Song · Zhuo Chen · Chenxi Wang · Xinyu Wang · Kewei Tu · Pengjun Xie · Fei Huang · Jingren Zhou · Yong Jiang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4812
Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation
In Poster Session 6 Pavilion 4
Yifu Yuan · Haiqin Cui · Yaoting Huang · Yibin Chen · Fei Ni · Zibin Dong · Pengyi Li · YAN ZHENG · Hongyao Tang · Jianye HAO
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1421
Post-training Large Language Models for Diverse High-Quality Responses
In Poster Session 6 Pavilion 3
Yilei Chen · Souradip Chakraborty · Lorenz Wolf · Ioannis Paschalidis · Aldo Pacchiano
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4813
CoCoDiff: Correspondence-Consistent Diffusion Model for Fine-grained Style Transfer
In Poster Session 6 Pavilion 4
Wenbo Nie · Zixiang Li · Renshuai Tao · Bin WU · Yunchao Wei · Yao Zhao
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4814
CPQS-Tuning: A Model Self-Perception-Based Data Filtering Algorithm for Efficient Instruction Fine-Tuning
In Poster Session 6 Pavilion 4
YI REN · Yanhui Li · Tianyi Zhang · Diandong Liu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1419
Flow2GAN: Hybrid Flow Matching and GAN with Multi-Resolution Network for Few-step High-Fidelity Audio Generation
In Poster Session 6 Pavilion 3
Zengwei Yao · Wei Kang · Han Zhu · Liyong Guo · Lingxuan Ye · Fangjun Kuang · Weiji Zhuang · Zhaoqing Li · Zhifeng Han · Long Lin · Daniel Povey
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1418
Data-Centric Lessons To Improve Speech-Language Pretraining
In Poster Session 6 Pavilion 3
Vishaal Udandarao · Zhiyun Lu · Xuankai Chang · Yongqiang Wang · Albin Madappally Jose · Fartash Faghri · Josh Gardner · Chung-Cheng Chiu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4815
Physics-Informed Inference Time Scaling for Solving High-Dimensional Partial Differential Equations
In Poster Session 6 Pavilion 4
Zexi Fan · Yan Sun · Shihao Yang · Yiping Lu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4816
Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test
In Poster Session 6 Pavilion 4
Ziyue Li · Chenrui Fan · Tianyi Zhou
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1417
TraPO: A Semi-Supervised Reinforcement Learning Framework for Boosting LLM Reasoning
In Poster Session 6 Pavilion 3
Shenzhi Yang · Guangcheng Zhu · Haobo Wang · Xing Zheng · Yingfan MA · Zhongqi Chen · Bowen Song · Weiqiang Wang · Junbo Zhao · Gang Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4817
StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operations Research Language Models
In Poster Session 6 Pavilion 4
Chenyu Zhou ⋅ Tianyi Xu ⋅ Jianghao Lin ⋅ Dongdong Ge
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4818
Topological Anomaly Quantification for Semi-supervised Graph Anomaly Detection
In Poster Session 6 Pavilion 4
Ting Guo · Yangrui Fan · Caixia Cui · Jiye Liang · Jiao Zhao · Da Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1415
Don't Throw Away Your Pretrained Model
In Poster Session 6 Pavilion 3
Shangbin Feng · Wenhao Yu · Yike Wang · Hongming Zhang · Yulia Tsvetkov · Dong Yu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1414
SPG: Sandwiched Policy Gradient for Masked Diffusion Language Models
In Poster Session 6 Pavilion 3
Chenyu Wang ⋅ Paria Rashidinejad ⋅ Andy (DiJia) Su ⋅ Song Jiang ⋅ Sid Wang ⋅ Siyan Zhao ⋅ Cai Zhou ⋅ Shannon Shen ⋅ Feiyu Chen ⋅ Tommi Jaakkola ⋅ Yuandong Tian ⋅ Bo Liu
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4918
GuardAlign: Test-time Safety Alignment in Multimodal Large Language Models
In Poster Session 6 Pavilion 4
Xingyu Zhu · Beier Zhu · Junfeng Fang · Shuo Wang · Yin Zhang · Xiang Wang · Xiangnan He
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4917
Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs
In Poster Session 6 Pavilion 4
Feng Hong · Geng Yu · Yushi Ye · Haicheng Huang · Huangjie Zheng · Ya Zhang · Yanfeng Wang · Jiangchao Yao
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1413
ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality
In Poster Session 6 Pavilion 3
Shayne Longpre · Sneha Kudugunta · Niklas Muennighoff · I-Hung Hsu · Isaac Caswell · Alex Pentland · Sercan Arik · Chen-Yu Lee · Sayna Ebrahimi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4916
Quasi-Equivariant Metanetworks
In Poster Session 6 Pavilion 4
Viet-Hoang Tran · An Nguyen · Benoît Guérand · Thieu Vo · Tan Nguyen
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1412
Cannistraci-Hebb Training on Ultra-Sparse Spiking Neural Networks
In Poster Session 6 Pavilion 3
Yuan Hua · Jilin Zhang · Yingtao Zhang · Leyi You · Baobo Xiong · Carlo Vittorio Cannistraci · Hong Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4915
Evaluating and Improving Cultural Awareness of Reward Models for LLM Alignment
In Poster Session 6 Pavilion 4
Hongbin Zhang · Kehai Chen · Xuefeng Bai · Yang Xiang · Min Zhang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1411
Generating metamers of human scene understanding
In Poster Session 6 Pavilion 3
Ritik Raina ⋅ Abe Leite ⋅ Alexandros Graikos ⋅ Seoyoung Ahn ⋅ Dimitris Samaras ⋅ Gregory Zelinsky
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1410
A tale of two tails: Preferred and anti-preferred natural stimuli in visual cortex
In Poster Session 6 Pavilion 3
Rabia Gondur · Patricia Stan · Matthew A Smith · Benjamin Cowley
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4914
Helmsman: Autonomous Synthesis of Federated Learning Systems via Collaborative LLM Agents
In Poster Session 6 Pavilion 4
Haoyuan Li ⋅ Mathias Funk ⋅ Aaqib Saeed
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4913
GIQ: Benchmarking 3D Geometric Reasoning of Vision Foundation Models with Simulated and Real Polyhedra
In Poster Session 6 Pavilion 4
Mateusz Michalkiewicz ⋅ Anekha Sokhal ⋅ Tadeusz Michalkiewicz ⋅ Piotr Pawlikowski ⋅ Mahsa Baktashmotlagh ⋅ Varun Jampani ⋅ Guha Balakrishnan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1409
The Mind's Transformer: Computational Neuroanatomy of LLM-Brain Alignment
In Poster Session 6 Pavilion 3
Cheng-Yeh Chen · Raghupathy Sivakumar
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4912
Learning to Orchestrate Agents in Natural Language with the Conductor
In Poster Session 6 Pavilion 4
Stefan Nielsen · Edoardo Cetin · Peter Schwendeman · Qi Sun · Jinglue Xu · Yujin Tang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1408
Low rank adaptation of chemical foundation models generate effective odorant representations
In Poster Session 6 Pavilion 3
Grant McConachie ⋅ Emily Duniec ⋅ Florence Guerina ⋅ Meg Younger ⋅ Brian DePasquale
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4911
Guidance Matters: Rethinking the Evaluation Pitfall for Text-to-Image Generation
In Poster Session 6 Pavilion 4
Dian XIE · Shitong Shao · Lichen Bai · zikai zhou · Bojun Cheng · Shuo Yang · JUN WU · Zeke Xie
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1407
Animal behavioral analysis and neural encoding with transformer-based self-supervised pretraining
In Poster Session 6 Pavilion 3
Yanchen Wang · Han Yu · Ari Blau · Yizi Zhang · International Brain Laboratory · Liam Paninski · Cole Hurwitz · Matthew R Whiteway
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4910
Data-to-Energy Stochastic Dynamics
In Poster Session 6 Pavilion 4
Kirill Tamogashev ⋅ Nikolay Malkin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1406
Brain-IT: Image Reconstruction from fMRI via Brain-Interaction Transformer
In Poster Session 6 Pavilion 3
Roman Beliy · Amit Zalcher · Jonathan Kogman · navve wasserman · michal Irani
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4909
Score Distillation Beyond Acceleration: Generative Modeling from Corrupted Data
In Poster Session 6 Pavilion 4
Yasi Zhang · Tianyu Chen · Zhendong Wang · Yingnian Wu · Mingyuan Zhou · Oscar Leong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1405
ODEBrain: Continuous-Time EEG Graph for Modeling Dynamic Brain Networks
In Poster Session 6 Pavilion 3
Haohui Jia ⋅ Zheng Chen ⋅ Lingwei Zhu ⋅ Rikuto Kotoge ⋅ Jathurshan Pradeepkumar ⋅ Yasuko Matsubara ⋅ Jimeng Sun ⋅ Yasushi Sakurai ⋅ Takashi Matsubara
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1404
From movement to cognitive maps: recurrent neural networks reveal how locomotor development shapes hippocampal spatial coding
In Poster Session 6 Pavilion 3
Marco P Abrate · Laurenz Muessig · Joshua Bassett · Hui Tan · Francesca Cacucci · Thomas Wills · Caswell Barry
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4908
Anchored Supervised Fine-Tuning
In Poster Session 6 Pavilion 4
He Zhu · Junyou Su · Peng Lai · Ren Ma · Wenjia Zhang · Linyi Yang · Guanhua Chen
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4907
UrbanFeel：A Comprehensive Benchmark for Temporal and Perceptual Understanding of City Scenes through Human Perspective
In Poster Session 6 Pavilion 4
Jun He · Yi Lin · Zilong Huang · Jiacong Yin · Junyan Ye · Yuchuan Zhou · Weijia Li · Xiang Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1403
MindPilot: Closed-loop Visual Stimulation Optimization for Brain Modulation with EEG-guided Diffusion
In Poster Session 6 Pavilion 3
Dongyang Li · Kunpeng Xie · Mingyang Wu · Yiwei Kong · Jiahua Tang · Haoyang Qin · Chen Wei · Quanying Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1402
SMixer: Rethinking Efficient-Training and Event-Driven SNNs
In Poster Session 6 Pavilion 3
Yijie Lu · Xinhao Luo · Yixing Zhang · Zhiyan Wang · Wentao Li · Yanhan Wang · Zhi Liu · Zhaokun Zhou · Guoqi Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4906
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization
In Poster Session 6 Pavilion 4
Xiangyu Zhao · Lin · Tianhao Liang · Yifan Zhou · Wenhao Chai · Yuzhe Gu · Weiyun Wang · Kai Chen · Gen Luo · Junchi Yan · Wenwei Zhang · Hua Yang · Haodong Duan · Xue Yang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1401
Theory-Grounded Evaluation of Human-Like Fallacy Patterns in LLM Reasoning
In Poster Session 6 Pavilion 3
Andrew Richardson ⋅ Ryan Kearns ⋅ Sean Moss ⋅ Vincent Wang ⋅ Philipp Koralus
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4905
PrefDisco: Benchmarking Proactive Personalized Reasoning
In Poster Session 6 Pavilion 4
Stella Li · Avinandan Bose · Faeze Brahman · Simon Du · Pang Wei Koh · Maryam Fazel · Yulia Tsvetkov
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1501
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution
In Poster Session 6 Pavilion 3
Junlong Li · Wenshuo Zhao · Jian Zhao · Weihao Zeng · Haoze Wu · Xiaochen Wang · Rui Ge · Yuxuan Cao · Yuzhen Huang · Wei Liu · Junteng LIU · Zhaochen Su · Yiyang Guo · FAN ZHOU · Lueyang Zhang · Juan Michelini · Xingyao Wang · Xiang Yue · Shuyan Zhou · Graham Neubig · Junxian He
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4904
Arbitrary-Order Block SignSGD for Memory-Efficient LLM Fine-Tuning
In Poster Session 6 Pavilion 4
Yijie Zhou ⋅ Shi Pu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1502
From Large to Small: Transferring CUDA Optimization Expertise via Reasoning Graph
In Poster Session 6 Pavilion 3
Junfeng Gong · Zhiyi Wei · Junying Chen · Cheng Liu · Huawei Li
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4903
Multi-Subspace Multi-Modal Modeling for Diffusion Models: Estimation, Convergence and Mixture of Experts
In Poster Session 6 Pavilion 4
Ruofeng Yang · Yongcan Li · Bo Jiang · Cheng Chen · Shuai Li
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1503
Let's Think in Two Steps: Mitigating Agreement Bias in MLLMs with Self-Grounded Verification
In Poster Session 6 Pavilion 3
Moises Andrade · Joonhyuk Cha · Brandon Ho · Vriksha Srihari · Karmesh Yadav · Zsolt Kira
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1504
iFusion: Integrating Dynamic Interest Streams via Diffusion Model for Click-Through Rate Prediction
In Poster Session 6 Pavilion 3
Ziheng Ni · Congcong Liu · Yuying Chen · Zhiwei Fang · Changping Peng · Zhangang Lin · Ching Law · Jingping Shao
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4901
InfoTok: Adaptive Discrete Video Tokenizer via Information-Theoretic Compression
In Poster Session 6 Pavilion 4
Haotian Ye · Qiyuan He · Jiaqi Han · Puheng Li · Jiaojiao Fan · Zekun Hao · Fitsum Reda · Yogesh Balaji · Huayu Chen · Sheng Liu · Angela Yao · James Y Zou · Stefano Ermon · Haoxiang Wang · Ming-Yu Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5001
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
In Poster Session 6 Pavilion 4
Kuan Li · Zhongwang Zhang · Huifeng Yin · Rui Ye · Yida Zhao · Liwen Zhang · Litu Ou · Ding-Chu Zhang · Xixi Wu · Xinmiao Yu · Jialong Wu · Xinyu Wang · Zile Qiao · Zhen Zhang · Yong Jiang · Pengjun Xie · Fei Huang · Zhiqin Xu · Shuai Wang · Minhao Cheng · Jingren Zhou
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1505
SmartDJ: Declarative Audio Editing with Audio Language Model
In Poster Session 6 Pavilion 3
Zitong Lan · Yiduo Hao · Mingmin Zhao
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1506
LadderSym: A Multimodal Interleaved Transformer for Music Practice Error Detection
In Poster Session 6 Pavilion 3
Benjamin Chou ⋅ Purvish Jajal ⋅ Nicholas Eliopoulos ⋅ James Davis ⋅ George Thiruvathukal ⋅ Kristen Yun ⋅ Yung-Hsiang Lu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5002
TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture
In Poster Session 6 Pavilion 4
Yongchao Chen · Jiefeng Chen · Rui Meng · Ji Yin · Na Li · Chuchu Fan · Chi Wang · Tomas Pfister · Jinsung Yoon
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5003
A General Framework for Black-Box Attacks Under Cost Asymmetry
In Poster Session 6 Pavilion 4
Mahdi Salmani · Alireza Abdollahpoorrostam · Seyed-Mohsen Moosavi-Dezfooli
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1507
Topology Matters in RTL Circuit Representation Learning
In Poster Session 6 Pavilion 3
Mingyu Zhao · Xun He · Jiawei Liu · Jianwang Zhai · Chuan Shi
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1508
Eigen-Agent: Adaptive Multi-Agent Scientific Reasoning with Monitor-Based RAG
In Poster Session 6 Pavilion 3
Xiangru Tang · Wanghan Xu · Yujie Wang · Zijie Guo · Daniel Shao · Cixuan Zhang · Ziyi Wang · Lixin Zhang · Frank Wan · Zhenfei Yin · Wenlong Zhang · LEI BAI · Philip Torr · Hanrui Wang · Di Jin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5004
Faithfulness Under the Distribution: A New Look at Attribution Evaluation
In Poster Session 6 Pavilion 4
Zhiyu Zhu ⋅ Zhibo Jin ⋅ Jiayu Zhang ⋅ Bartlomiej Sobieski ⋅ Przemyslaw Biecek ⋅ Fang Chen ⋅ Jianlong Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1509
LEGATO: Large-scale End-to-end Generalizable Approach to Typeset OMR
In Poster Session 6 Pavilion 3
Guang Yang ⋅ Victoria Ebert ⋅ Nazif Tamer ⋅ Brian Zheng ⋅ Luiza Pozzobon ⋅ Noah Smith
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5005
MARTI: A Framework for Multi-Agent LLM Systems Reinforced Training and Inference
In Poster Session 6 Pavilion 4
Kaiyan Zhang · Kai Tian · Runze Liu · Sihang Zeng · Xuekai Zhu · Guoli Jia · Yuchen Fan · Xingtai Lv · Yuxin Zuo · Che Jiang · Yuru wang · Jianyu Wang · Ermo Hua · Xinwei Long · Junqi Gao · Youbang Sun · Zhiyuan Ma · Ganqu Cui · Ning Ding · Biqing Qi · Bowen Zhou
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5006
Don't Settle Too Early: Self-Reflective Remasking for Diffusion Language Models
In Poster Session 6 Pavilion 4
Zemin Huang · Yuhang Wang · Zhiyang Chen · Guo-Jun Qi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#623
MoMaGen: Generating Demonstrations under Soft and Hard Constraints for Multi-Step Bimanual Mobile Manipulation
In Poster Session 6 Pavilion 3
Chengshu Li ⋅ Mengdi Xu ⋅ Arpit Bahety ⋅ Hang Yin ⋅ Yunfan Jiang ⋅ Huang Huang ⋅ Josiah Wong ⋅ Sujay Garlanka ⋅ Cem Gokmen ⋅ Ruohan Zhang ⋅ Weiyu Liu ⋅ Jiajun Wu ⋅ Roberto Martín-Martín ⋅ Li Fei-Fei
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1510
Process-Level Trajectory Evaluation for Environment Configuration in Software Engineering Agents
In Poster Session 6 Pavilion 3
Jiayi Kuang · Yinghui Li · Xin Zhang · Yangning Li · di yin · Xing Sun · Ying Shen · Philip Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1511
PCB-Bench: Benchmarking LLMs for Printed Circuit Board Placement and Routing
In Poster Session 6 Pavilion 3
Jindong Li · Lianrong Chen · BIN YANG · Jiadong Zhu · Ying Wang · Yuzhe Ma · Menglin Yang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5007
Mixing Importance with Diversity: Joint Optimization for KV Cache Compression in Large Vision-Language Models
In Poster Session 6 Pavilion 4
Xuyang Liu · Xiyan Gui · Yuchao Zhang · Linfeng Zhang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5008
Multi-Marginal Flow Matching with Adversarially Learnt Interpolants
In Poster Session 6 Pavilion 4
Oskar Kviman ⋅ Kirill Tamogashev ⋅ Nicola Branchini ⋅ Víctor Elvira ⋅ Jens Lagergren ⋅ Nikolay Malkin
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1512
CollectiveKV: Decoupling and Sharing Collaborative Information in Sequential Recommendation
In Poster Session 6 Pavilion 3
Jingyu Li · Zhaocheng Du · Qianhui Zhu · kaiyuan Li · ZHICHENG ZHANG · Wu · Chaolang Li · Pengwen Dai
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1513
DiSRouter: Distributed Self-Routing for LLM Selections
In Poster Session 6 Pavilion 3
Hang Zheng · Hongshen Xu · Yongkai LIN · Shuai Fan · Lu Chen · Kai Yu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1514
RECODE-H: A Benchmark for Research Code Development with Interactive Human Feedback
In Poster Session 6 Pavilion 3
Chunyu Miao · Henry Peng Zou · Yangning Li · Yankai Chen · Yibo Wang · Fangxin Wang · Yifan Li · Wooseong Yang · Bowei He · Xinni Zhang · Dianzhi Yu · Hanchen Yang · Hoang Nguyen · Yue Zhou · Jie Yang · Jizhou Guo · Wenzhe Fan · Chin-Yuan Yeh · Panpan Meng · Liancheng Fang · Jinhu Qi · Wei-Chieh Huang · Zhengyao Gu · Yuwei Han · Langzhou He · Yuyao Yang · Xue Liu · Irwin King · Philip Yu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5011
Asynchronous Matching with Dynamic Sampling for Multimodal Dataset Distillation
In Poster Session 6 Pavilion 4
Ding Qi · Jian Li · Shuguang Dou · Zifan Song · Junyao Gao · Yabiao Wang · Chengjie Wang · Cai Zhao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1515
EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements
In Poster Session 6 Pavilion 3
Issa Sugiura ⋅ Takashi Ishida ⋅ Taro Makino ⋅ Chieko Tazuke ⋅ Takanori Nakagawa ⋅ Kosuke Nakago ⋅ David Ha
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5012
Eliminating Inductive Bias in Reward Models with Information-Theoretic Guidance
In Poster Session 6 Pavilion 4
Zhuo Li ⋅ Pengyu Cheng ⋅ Zhechao Yu ⋅ FeifeiTong ⋅ Anningzhe Gao ⋅ Tsung-Hui Chang ⋅ Xiang Wan ⋅ erchao.zec ⋅ xiaoxi jiang ⋅ guanjunjiang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1516
Zero-shot Human Pose Estimation using Diffusion-based Inverse solvers
In Poster Session 6 Pavilion 3
Sahil Bhandary Karnoor ⋅ Romit Roy Choudhury
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1517
VERINA: Benchmarking Verifiable Code Generation
In Poster Session 6 Pavilion 3
Zhe Ye · Zhengxu Yan · Jingxuan He · Timothe Kasriel · Kaiyu Yang · Dawn Song
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5013
Optimizing Canaries for Privacy Auditing with Metagradient Descent
In Poster Session 6 Pavilion 4
Matteo Boglioni · Terrance Liu · Andrew Ilyas · Steven Wu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1518
Why Keep Your Doubts to Yourself? Trading Visual Uncertainties among Vision-Language Models
In Poster Session 6 Pavilion 3
jusheng zhang · Yijia Fan · Kaitong Cai · Jing Yang · Jiawei Yao · Jian Wang · Guanlong Qu · Ziliang Chen · Keze Wang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5014
PLoP: Precise LoRA Placement for Efficient Finetuning of Large Models
In Poster Session 6 Pavilion 4
Soufiane Hayou · Nikhil Ghosh · Bin Yu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5015
AlphaAlign: Incentivizing Safety Alignment with Extremely Simplified Reinforcement Learning
In Poster Session 6 Pavilion 4
Yi Zhang · An Zhang · XiuYu Zhang · Leheng Sheng · Yuxin Chen · Zhenkai Liang · Xiang Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1519
FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction
In Poster Session 6 Pavilion 3
zhiyuan zeng · Jiashuo Liu · Siyuan Chen · Tianci He · Yali Liao · Yixiao Tian · Jinpeng Wang · Zaiyuan Wang · YangYang · Lingyue Yin · Mingren Yin · Zhu Zhenwei · Tianle Cai · Xinjie Chen · Zehui Chen · Jiecao Chen · Yantao Du · Xiang Gao · Jiacheng Guo · LIANG HU · Jianpeng Jiao · Xiangsheng Li · Jingkai Liu · nishuang · Zhoufutu Wen · Ge Zhang · Kaiyuan Zhang · 周欣 · Jose Blanchet · Xipeng Qiu · Mengdi Wang · Wenhao Huang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1520
Model-based Offline RL via Robust Value-Aware Model Learning with Implicitly Differentiable Adaptive Weighting
In Poster Session 6 Pavilion 3
Zhongjian Qiao · Jiafei Lyu · Boxiang Lyu · Yao Shu · Siyang Gao · Shuang Qiu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5016
MICLIP: Learning to Interpret Representation in Vision Models
In Poster Session 6 Pavilion 4
Yingdong Shi ⋅ Zhiyu Yang ⋅ Changming Li ⋅ Jingyi Yu ⋅ Kan Ren
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1521
Causal-Steer: Disentangled Continuous Style Control without Parallel Corpora
In Poster Session 6 Pavilion 3
Qingsong Wang · Chang Yao · Jingyuan Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5017
Fast-dLLM v2: Efficient Block-Diffusion LLM
In Poster Session 6 Pavilion 4
Chengyue Wu · Hao Zhang · Shuchen Xue · Shizhe Diao · Yonggan Fu · Zhijian Liu · Pavlo Molchanov · Ping Luo · Song Han · Enze Xie
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5018
Selection, Reflection and Self-Refinement: Revisit Reasoning Tasks via a Causal Lens
In Poster Session 6 Pavilion 4
Yunlong Deng · Boyang Sun · Yan Li · Zeyu Tang · Lingjing Kong · Kun Zhang · Guangyi Chen
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1522
GPTailor: Large Language Model Pruning Through Layer Cutting and Stitching
In Poster Session 6 Pavilion 3
Guinan Su · Li Shen · Lu Yin · Shiwei Liu · Yanwu Yang · Jonas Geiping
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5118
Reassessing Layer Pruning in LLMs: New Insights and Methods
In Poster Session 6 Pavilion 4
Yao Lu · Hao Cheng · Yujie Fang · Zeyu Wang · Jiaheng Wei · Dongwei Xu · Qi Xuan · Zhaowei Zhu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1523
VideoAgentTrek: Computer-Use Pretraining from Unlabeled Videos
In Poster Session 6 Pavilion 3
Dunjie Lu · Yiheng Xu · Junli Wang · Haoyuan Wu · Xinyuan Wang · Zekun Wang · Junlin Yang · Hongjin SU · Jixuan Chen · Junda Chen · Yuchen Mao · Junyang Lin · Binyuan Hui · Tao Yu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1524
Landing with the Score: Riemannian Optimization through Denoising
In Poster Session 6 Pavilion 3
Andrey Kharitenko ⋅ Zebang Shen ⋅ Riccardo De Santi ⋅ Niao He ⋅ Florian Dorfler
[ OpenReview] 
Blog Track Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5117
Revisiting the NetHack Learning Environment
In Poster Session 6 Pavilion 4
Michael Matthews ⋅ Pierluca D'Oro ⋅ Anssi Kanervisto ⋅ Scott Fujimoto ⋅ Jakob Foerster ⋅ Mikael Henaff
[ OpenReview] 
Journal Track Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5116
Are Domain Generalization Benchmarks with Accuracy on the Line Misspecified?
In Poster Session 6 Pavilion 4
Olawale Elijah Salaudeen · Nicole Chiou · Shiny Weng · Sanmi Koyejo
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1525
The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward
In Poster Session 6 Pavilion 3
Long Li · Zhijian Zhou · JIARAN HAO · Jason Liu · Yanting Miao · Wei Pang · Xiaoyu Tan · Wei Chu · Zhe Wang · Shirui Pan · Chao Qu · Yuan Qi
[ Poster]  [ OpenReview] 
Journal Track Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5115
Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE
In Poster Session 6 Pavilion 4
Lokesh Nagalapatti · Pranava Singhal · Avishek Ghosh · Sunita Sarawagi
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1526
Attack-Resistant Watermarking for AIGC Image Forensics via Diffusion-based Semantic Deflection
In Poster Session 6 Pavilion 3
Qingyu Liu · Yitao Zhang · Zhongjie Ba · Chao Shuai · Peng Cheng · Tianhang Zheng · Zhibo Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1626
Neologism Learning for Controllability and Self-Verbalization
In Poster Session 6 Pavilion 3
John Hewitt · Oyvind Tafjord · Robert Geirhos · Been Kim
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1625
Cascadia: An Efficient Cascade Serving System for Large Language Models
In Poster Session 6 Pavilion 3
YOUHE JIANG · Fangcheng Fu · Wanru Zhao · Stephan Rabanser · Jintao Zhang · Nic Lane · Binhang Yuan
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1624
Echoes as Anchors: Probabilistic Costs and Attention Refocusing in LLM Reasoning
In Poster Session 6 Pavilion 3
Zhuoyuan Hao ⋅ Zhuo Li ⋅ Wu Li ⋅ Fangming Liu ⋅ Min Zhang ⋅ Jing Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1623
ScalingCache: Extreme Acceleration of DiTs through Difference Scaling and Dynamic Interval Caching
In Poster Session 6 Pavilion 3
Lihui Gu · Jingbin He · Lianghao Su · Kang He · Wenxiao Wang · Yuliang Liu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1622
VLM4VLA: Revisiting Vision-Language-Models in Vision-Language-Action Models
In Poster Session 6 Pavilion 3
Jianke Zhang · Xiaoyu Chen · Yanjiang Guo · Yucheng Hu · Jianyu Chen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1621
Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs
In Poster Session 6 Pavilion 3
Kan Zhu · Tian Tang · Qinyu Xu · Zhan Jin · Yile Gu · Zhichen Zeng · Rohan Kadekodi · Liangyu Zhao · Ang Li · Arvind Krishnamurthy · Baris Kasikci
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1620
Person-Centric Annotations of LAION-400M: Auditing Bias and Its Transfer to Models
In Poster Session 6 Pavilion 3
Leander Girrbach · Stephan Alaniz · Genevieve Smith · trevor darrell · Zeynep Akata
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1619
The Forecast After the Forecast: A Post-Processing Shift in Time Series
In Poster Session 6 Pavilion 3
Daojun Liang · Qi Li · Yinglong Wang · Jing Chen · Hu Zhang · Xiaoxiao Cui · Qizheng Wang · Shuo Li
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1902
Mango-GS: Enhancing Spatio-Temporal Consistency in Dynamic Scenes Reconstruction using Multi-Frame Node-Guided 4D Gaussian Splatting
In Poster Session 6 Pavilion 3
Tingxuan Huang · Haowei Zhu · Jun-Hai Yong · Hao Pan · Bin Wang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1618
One Patch Doesn’t Fit All: Adaptive Patching for Native-Resolution Multimodal Large Language Models
In Poster Session 6 Pavilion 3
Wenzhuo Liu · Weijie Yin · Fei Zhu · Shijie Ma · Haiyang Guo · Yi Chen · Xiao-Hui Li · Xiao Liang · Chao Feng · Cheng-lin Liu
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1617
To Sink or Not to Sink: Visual Information Pathways in Large Vision-Language Models
In Poster Session 6 Pavilion 3
Jiayun Luo · Wan-Cyuan (Chris) Fan · Lyuyang Wang · Xiangteng He · Tanzila Rahman · Purang Abolmaesumi · Leonid Sigal
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1615
Estimating Worst-Case Frontier Risks of Open-Weight LLMs
In Poster Session 6 Pavilion 3
Eric Wallace · Olivia Watkins · Miles Wang · Kai Chen · Chris Koch
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1614
Are we measuring oversmoothing in graph neural networks correctly?
In Poster Session 6 Pavilion 3
Kaicheng Zhang · Piero Deidda · Desmond Higham · Francesco Tudisco
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1613
Test-Time Optimization of 3D Point Cloud LLM via Manifold-Aware In-Context Guidance and Refinement
In Poster Session 6 Pavilion 3
Tiankai Chen · Nanqing Liu · Li Yang · xulei yang · Tianrui Li · Xun Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1612
A High Quality Dataset and Reliable Evaluation for Interleaved Image-Text Generation
In Poster Session 6 Pavilion 3
Yukang Feng · Jianwen Sun · Chuanhao Li · Zizhen Li · Jiaxin Ai · Fanrui Zhang · Sizhuo Zhou · Yifan Chang · Shenglin Zhang · Yu Dai · Kaipeng Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1611
The Natural Geometry of Code: Hyperbolic Representation Learning for Program Reasoning
In Poster Session 6 Pavilion 3
Weilin Zhou
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1610
DefensiveKV: Taming the Fragility of KV Cache Eviction in LLM Inference
In Poster Session 6 Pavilion 3
yuan feng · Haoyu Guo · Junlin Lv · S Kevin Zhou · Xike Xie
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1609
SpaceControl: Introducing Test-Time Spatial Control to 3D Generative Modeling
In Poster Session 6 Pavilion 3
Elisabetta Fedele · Francis Engelmann · Ian Huang · Or Litany · Marc Pollefeys · Leonidas Guibas
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#420
jqBench: a benchmark for reading and editing JSON from natural language and/or examples
In Poster Session 6 Pavilion 3
Gust Verbruggen ⋅ Chris Parnin ⋅ Vu Le ⋅ Sumit Gulwani
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1608
An Improved Model-free Decision-estimation Coefficient with Applications in Adversarial MDPs
In Poster Session 6 Pavilion 3
Haolin Liu ⋅ Chen-Yu Wei ⋅ Julian Zimmert
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1607
Interleaving Reasoning for Better Text-to-Image Generation
In Poster Session 6 Pavilion 3
Wenxuan Huang · Shuang Chen · Zheyong Xie · Shaosheng Cao · SHIXIANG TANG · Yufan Shen · Qingyu Yin · Wenbo Hu · Xiaoman Wang · Yuntian Tang · Junbo Qiao · Hangyu Guo · Yao Hu · Zhenfei Yin · Philip Torr · Yu Cheng · Wanli Ouyang · Shaohui Lin
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1606
CoAct-1: Computer-using Multi-agent System with Coding Actions
In Poster Session 6 Pavilion 3
Linxin Song · Yutong Dai · Viraj Prabhu · Jieyu Zhang · Taiwei Shi · Li Li · Junnan Li · silvio savarese · Zeyuan Chen · Jieyu Zhao · Ran Xu · Caiming Xiong
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1605
Recurrent Action Transformer with Memory
In Poster Session 6 Pavilion 3
Egor Cherepanov · Aleksei Staroverov · Alexey Kovalev · Aleksandr Panov
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1604
From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones
In Poster Session 6 Pavilion 3
Lifan Yuan · Weize Chen · Yuchen Zhang · Ganqu Cui · Hanbin Wang · Ziming You · Ning Ding · Zhiyuan Liu · Maosong Sun · Hao Peng
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1603
Overtone: Cyclic Patch Modulation for Clean, Efficient, and Flexible Physics Emulators
In Poster Session 6 Pavilion 3
Payel Mukhopadhyay ⋅ Michael McCabe ⋅ Ruben Ohana ⋅ Miles Cranmer
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1602
Modeling the Density of Pixel-level Self-supervised Embeddings for Unsupervised Pathology Segmentation in Medical CT
In Poster Session 6 Pavilion 3
Mikhail Goncharov · Eugenia Soboleva · Daniil Ignatyev · Mariia Donskova · Mikhail Belyaev · Ivan Oseledets · Marina Munkhoeva · Maxim Panov
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1601
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization
In Poster Session 6 Pavilion 3
Ali Behrouz · Meisam Razaviyayn · Peilin Zhong · Vahab Mirrokni
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1701
EVLP: Learning Unified Embodied Vision-Language Planner with Reinforced Supervised Fine-Tuning
In Poster Session 6 Pavilion 3
xinyan cai · Qiang Guan · Shiguang Wu · DaFeng Chi · Yuzheng Zhuang · Xingyue Quan · Jianye HAO
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1702
A Two-Phase Deep Learning Framework for Adaptive Time-Stepping in High-Speed Flow Modeling
In Poster Session 6 Pavilion 3
Jacob Helwig ⋅ Sai Adavi ⋅ Xuan Zhang ⋅ Yuchao Lin ⋅ Felix S Chim ⋅ Luke Vizzini ⋅ Haiyang Yu ⋅ Muhammad Hasnain ⋅ Saykat Biswas ⋅ John Holloway ⋅ Narendra Singh ⋅ N. Anand ⋅ Swagnik Guhathakurta ⋅ Shuiwang Ji
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1703
THE END OF MANUAL DECODING: TOWARDS TRULY END-TO-END LANGUAGE MODELS
In Poster Session 6 Pavilion 3
Zhichao Wang · Dongyang Ma · Xinting Huang · Deng Cai · Tian Lan · Jiahao Xu · Haitao Mi · Xiaoying Tang · Yan Wang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1704
Inference-time scaling of diffusion models through classical search
In Poster Session 6 Pavilion 3
XiangCheng Zhang · Haowei Lin · Haotian Ye · James Y Zou · Jianzhu Ma · Yitao Liang · Yilun Du
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1705
Tree Search for LLM Agent Reinforcement Learning
In Poster Session 6 Pavilion 3
Yuxiang Ji · Ziyu Ma · Yong Wang · Guanhua Chen · Xiangxiang Chu · Liaoni Wu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1706
MedGMAE: Gaussian Masked Autoencoders for Medical Volumetric Representation Learning
In Poster Session 6 Pavilion 3
Xueming Fu · Fenghe Tang · Rongsheng Wang · Yingtai Li · Lixia Han · Jian Lu · Zihang Jiang · S Kevin Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1707
ATTS: Asynchronous Test-Time Scaling via Conformal Prediction
In Poster Session 6 Pavilion 3
Jing Xiong · Qiujiang Chen · Fanghua Ye · Zhongwei Wan · Chuanyang Zheng · Chenyang Zhao · Hui Shen · Alexander Hanbo Li · Chaofan Tao · Haochen Tan · Haoli Bai · Lifeng Shang · Lingpeng Kong · Ngai Wong
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1708
Temporal Geometry of Deep Networks: Hyperbolic Representations of Training Dynamics for Intrinsic Explainability
In Poster Session 6 Pavilion 3
Ambarish Moharil
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1709
Post-Training Quantization for Video Matting
In Poster Session 6 Pavilion 3
Tianrui Zhu · Houyuan Chen · Ruihao Gong · Michele Magno · Haotong Qin · Kai Zhang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1710
DP-Fusion: Token-Level Differentially Private Inference for Large Language Models
In Poster Session 6 Pavilion 3
Rushil Thareja ⋅ Preslav Nakov ⋅ Praneeth Vepakomma ⋅ Nils Lukas
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1711
Discrete Adjoint Matching
In Poster Session 6 Pavilion 3
Oswin So · Brian Karrer · Chuchu Fan · Ricky T. Q. Chen · Guan-Horng Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1712
Feature compression is the root cause of adversarial fragility in neural networks
In Poster Session 6 Pavilion 3
Jingchao Gao ⋅ Ziqing Lu ⋅ Raghu Mudumbai ⋅ Xiaodong Wu ⋅ Jirong Yi ⋅ Myung Cho ⋅ Catherine Xu ⋅ Hui Xie ⋅ Weiyu Xu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1713
Fresh in memory: Training-order recency is linearly encoded in language model activations
In Poster Session 6 Pavilion 3
Dmitrii Krasheninnikov ⋅ Richard E Turner ⋅ David Krueger
[ Slides]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1714
VARestorer: One-Step VAR Distillation for Real-World Image Super-Resolution
In Poster Session 6 Pavilion 3
Yixuan Zhu ⋅ Shilin Ma ⋅ Haolin Wang ⋅ Ao Li ⋅ Yanzhe Jing ⋅ Yansong Tang ⋅ Lei Chen ⋅ Jiwen Lu ⋅ Jie Zhou
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1715
SP-VLA: A Joint Model Scheduling and Token Pruning Approach for VLA Model Acceleration
In Poster Session 6 Pavilion 3
Ye Li · Yuan Meng · Zewen Sun · Kangye Ji · Chen Tang · Jiajun Fan · Xinzhu Ma · Shu-Tao Xia · Zhi Wang · Wenwu Zhu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1716
Can Vision–Language Models Assess Graphic Design Aesthetics? A Benchmark, Evaluation, and Dataset Perspective.
In Poster Session 6 Pavilion 3
Ruichuan An · Shizhao Sun · Danqing Huang · Mingxi Cheng · Yan Gao · Ji Li · YU QIAO · Jiang Bian
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1717
Neural Sum-of-Squares: Certifying the Nonnegativity of Polynomials with Transformers
In Poster Session 6 Pavilion 3
Nico Pelleriti · Christoph Spiegel · Shiwei Liu · David Martinez-Rubio · Max Zimmer · Sebastian Pokutta
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1718
Learning to Reason without External Rewards
In Poster Session 6 Pavilion 3
Xuandong Zhao · Zhewei Kang · Aosong Feng · Sergey Levine · Dawn Song
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1719
Enhancing Geometric Perception in VLMs via Translator-Guided Reinforcement Learning
In Poster Session 6 Pavilion 3
Hao Yu · Shuning Jia · Guanghao Li · Wenhao Jiang · Chun Yuan
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1720
CryoNet.Refine: A One-step Diffusion Model for Rapid Refinement of Structural Models with Cryo-EM Density Map Restraints
In Poster Session 6 Pavilion 3
Fuyao Huang · Xiaozhu Yu · Kui Xu · Qiangfeng Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1721
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence
In Poster Session 6 Pavilion 3
Qiushi Sun ⋅ Jingyang Gong ⋅ Yang Liu ⋅ Qiaosheng Chen ⋅ Lei Li ⋅ Kai Chen ⋅ Qipeng Guo ⋅ Ben Kao ⋅ Fei Yuan
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3205
Tversky Neural Networks: Psychologically Plausible Deep Learning with Differentiable Tversky Similarity
In Poster Session 6 Pavilion 4
Moussa Koulako Bala Doumbouya ⋅ Dan Jurafsky ⋅ Christopher Manning
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1722
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data
In Poster Session 6 Pavilion 3
Yue Huang · Hang Hua · Yujun Zhou · Pengcheng Jing · Manish Nagireddy · Inkit Padhi · Greta Dolcetti · Zhangchen Xu · Subhajit Chaudhury · Ambrish Rawat · Liubov Nedoshivina · Pin-Yu Chen · Prasanna Sattigeri · Xiangliang Zhang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1723
UrbanGS: Efficient and Scalable Architecture for Geometrically Accurate Large-Scene Reconstruction
In Poster Session 6 Pavilion 3
Changbai Li · Haodong Zhu · Hanlin Chen · Xiuping Liang · Tongfei Chen · Shuwei Shao · Linlin Yang · Huobin Tan · Baochang Zhang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1104
FACT: a first-principles alternative to the Neural Feature Ansatz for how networks learn representations
In Poster Session 6 Pavilion 3
Enric Adserà ⋅ Neil Mallinar ⋅ James Simon ⋅ Misha Belkin
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1724
OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
In Poster Session 6 Pavilion 3
Caorui Li · Yu Chen · Yiyan Ji · Jin Xu · Zhenyu Cui · Shihao Li · Yuanxing Zhang · Zhenghao Song · Dingling Zhang · Ying He · Haoxiang Liu · Yuxuan Wang · Qiufeng Wang · Jiafu Tang · Zhenhe Wu · Jiehui Luo · Zhiyu Pan · Weihao Xie · Chenchen Zhang · Zhaohui Wang · Jiayi Tian · Yanghai Wang · Zhe Cao · Minxin Dai · Ke Wang · Runzhe Wen · Yinghao MA · Yaning Pan · Sungkyun Chang · Termeh Taheri · Haiwen Xia · Christos Plachouras · Emmanouil Benetos · Yizhi Li · Ge Zhang · Jian Yang · Tianhao Peng · zili wang · Minghao Liu · Junran Peng · Zhaoxiang Zhang · JIAHENG LIU
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1824
Adaptive Hopfield Network: Rethinking Similarities in Associative Memory
In Poster Session 6 Pavilion 3
Shurong Wang · Yuqi Pan · Zhuoyang Shen · Meng Zhang · Hongwei Wang · Guoqi Li
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1823
Sim2Real VLA: Zero-Shot Generalization of Synthesized Skills to Realistic Manipulation
In Poster Session 6 Pavilion 3
Runyi Zhao ⋅ Sheng Xu ⋅ Ruixing Jin ⋅ Yueci Deng ⋅ Yunxin Tai ⋅ Kui Jia ⋅ Guiliang Liu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1822
TrustGen: A Platform of Dynamic Benchmarking on the Trustworthiness of Generative Foundation Models
In Poster Session 6 Pavilion 3
Yue Huang · Chujie Gao · Siyuan Wu · Haoran Wang · Xiangqi Wang · Jiayi Ye · Yujun Zhou · Yanbo Wang · Jiawen Shi · Qihui Zhang · Han Bao · Zhaoyi Liu · Yuan Li · Tianrui Guan · Peiran Wang · Haomin Zhuang · Dongping Chen · Kehan Guo · Andy Zou · Bryan Hooi · Caiming Xiong · Elias Stengel-Eskin · Hongyang Zhang · Hongzhi Yin · Huan Zhang · Huaxiu Yao · Jieyu Zhang · Jaehong Yoon · Kai Shu · Ranjay Krishna · Swabha Swayamdipta · Weijia Shi · Xiang Li · Yuexing Hao · Zhihao Jia · Zhize Li · Xiuying Chen · Zhengzhong Tu · Xiyang Hu · Tianyi Zhou · Jieyu Zhao · Lichao Sun · Furong Huang · Or Cohen-Sasson · Prasanna Sattigeri · Anka Reuel · Max Lamparth · Yue Zhao · Nouha Dziri · Yu Su · Huan Sun · Heng Ji · Chaowei Xiao · Mohit Bansal · Nitesh Chawla · Jian Pei · Jianfeng Gao · Michael Backes · Philip Yu · Neil Gong · Pin-Yu Chen · Bo Li · Dawn Song · Xiangliang Zhang
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1820
Deconstructing Positional Information: From Attention Logits to Training Biases
In Poster Session 6 Pavilion 3
Zihan Gu · Ruoyu Chen · Han Zhang · Hua Zhang · Yue Hu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1819
Tractability via Low Dimensionality: The Parameterized Complexity of Training Quantized Neural Networks
In Poster Session 6 Pavilion 3
Robert Ganian ⋅ Frank Sommer ⋅ Manuel Sorge
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1818
Referring Layer Decomposition
In Poster Session 6 Pavilion 3
Fangyi Chen · Yaojie Shen · Lu Xu · Ye Yuan · Shu Zhang · Yulei Niu · Longyin Wen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1817
Micro-Macro Retrieval: Reducing Long-Form Hallucination in Large Language Models
In Poster Session 6 Pavilion 3
Yujie Feng · Jian Li · Zhihan Zhou · Pengfei Xu · Yujia Zhang · xiaoyu li · Xiaohui Zhou · Alan Zhao · Xi Chen · Xiao-Ming Wu
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1816
Why Less is More (Sometimes): A Theory of Data Curation
In Poster Session 6 Pavilion 3
Elvis Dohmatob · Mohammad Pezeshki · Reyhane Askari Hemmat
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1815
DreamPhase: Offline Imagination and Uncertainty-Guided Planning for Large-Language-Model Agents
In Poster Session 6 Pavilion 3
Shayan Mohajer Hamidi · Linfeng Ye · Konstantinos Plataniotis
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1814
RL's Razor: Why Online Reinforcement Learning Forgets Less
In Poster Session 6 Pavilion 3
Idan Shenfeld · Jyothish Pari · Pulkit Agrawal
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1813
Neural Message-Passing on Attention Graphs for Hallucination Detection
In Poster Session 6 Pavilion 3
Fabrizio Frasca ⋅ Guy Bar-Shalom ⋅ Yftah Ziser ⋅ Haggai Maron
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1812
Implicit Regularisation in Diffusion Models: An Algorithm-Dependent Generalisation Analysis
In Poster Session 6 Pavilion 3
Tyler Farghly · Patrick Rebeschini · George Deligiannidis · Arnaud Doucet
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1811
Step-Aware Residual-Guided Diffusion for EEG Spatial Super-Resolution
In Poster Session 6 Pavilion 3
Hongjun Liu · Leyu Zhou · Zijianghao Yang · Chao Yao
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1810
From Gradient Volume to Shapley Fairness: Towards Fair Multi-Task Learning
In Poster Session 6 Pavilion 3
Xiao Wang ⋅ Yuying Han ⋅ Dazi Li ⋅ Fei Zhang ⋅ Min Tang
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1809
Dual-Objective Reinforcement Learning with Novel Hamilton-Jacobi-Bellman Formulations
In Poster Session 6 Pavilion 3
William Sharpless · Dylan Hirsch · Sander Tonkens · Nikhil Shinde · Sylvia Herbert
[ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1808
StreamingThinker: Large Language Models Can Think While Reading
In Poster Session 6 Pavilion 3
Junlong Tong · Yingqi Fan · Anhao Zhao · Yunpu Ma · Xiaoyu Shen
[ Poster]  [ OpenReview] 
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1807
A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
In Poster Session 6 Pavilion 3
Jinyi Han · Xinyi Wang · Haiquan Zhao · tingyun li · Zishang Jiang · Sihang Jiang · Jiaqing Liang · Xin Lin · Weikang Zhou · Zeye Sun · Fei Yu · Yanghua Xiao
[ Poster]  [ OpenReview] 
Blog Track Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1806
Misalignments and RL Failure Modes in the Early Stage of Superintelligence
In Poster Session 6 Pavilion 3
Shu Yang ⋅ Hanqi Yan ⋅ Di Wang
[ OpenReview] 
Blog Track Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1805
Computer Use Survey - A Visual Survey of Computer Use Agents
In Poster Session 6 Pavilion 3
Kenneth Marino ⋅ Farhan Ishmam ⋅ Ana Marasovic
[ OpenReview] 
Journal Track Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1804
Model Tensor Planning
In Poster Session 6 Pavilion 3
Model Tensor Planning Download PDF An Thai Le · Khai Nguyen · Minh Nhat VU · Joao Carvalho · Jan Peters
Journal Track Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1803
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans
In Poster Session 6 Pavilion 3
Giang Nguyen · Valerie Chen · Mohammad Reza Taesiri · Anh Totti Nguyen
Oral Session
Sat Apr 25 11:15 AM -- 12:45 PM (PDT) @ Amphitheater None
Oral Session 6A Reinforcement learning III
Oral Session
Sat Apr 25 11:15 AM -- 12:45 PM (PDT) @ 201 A/B None
Oral Session 6B Generative models II
Oral Session
Sat Apr 25 11:15 AM -- 12:45 PM (PDT) @ 202 A/B None
Oral Session 6C Optimization and control
Oral Session
Sat Apr 25 11:15 AM -- 12:45 PM (PDT) @ 203 A/B None
Oral Session 6D LLMs
Oral Session
Sat Apr 25 11:15 AM -- 12:45 PM (PDT) @ 204 A/B None
Oral Session 6E Agents and evaluation
Oral Session
Sat Apr 25 11:15 AM -- 12:45 PM (PDT) @ 201 C None
Oral Session 6F AI for science III
Poster Session
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 None
Poster Session 6 Pavilion 3
Poster Session
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 None
Poster Session 6 Pavilion 4
Oral
Sat Apr 25 11:27 AM -- 11:37 AM (PDT) @ 203 A/B None
LLM DNA: Tracing Model Evolution via Functional Representations
In Oral Session 6D LLMs
Zhaomin Wu ⋅ Haodong Zhao ⋅ Ziyang Wang ⋅ Jizhou Guo ⋅ Qian Wang ⋅ Bingsheng He
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 11:27 AM -- 11:37 AM (PDT) @ 201 C None
Quotient-Space Diffusion Models
In Oral Session 6F
Yixian Xu · Yusong Wang · Shengjie Luo · Kaiyuan Gao · Tianyu He · Di He · Chang Liu
[ OpenReview] 
Oral
Sat Apr 25 11:27 AM -- 11:37 AM (PDT) @ 204 A/B None
CyberGym: Evaluating AI Agents' Real-World Cybersecurity Capabilities at Scale
In Oral Session 6E
ZHUN WANG · Tianneng Shi · Jingxuan He · Matthew Cai · Jialin Zhang · Dawn Song
[ OpenReview] 
Oral
Sat Apr 25 11:27 AM -- 11:37 AM (PDT) @ Amphitheater None
Online Learning and Equilibrium Computation with Ranking Feedback
In Oral Session 6A
Mingyang Liu · Yongshan Chen · Zhiyuan Fan · Gabriele Farina · Asuman Ozdaglar · Kaiqing Zhang
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 11:27 AM -- 11:37 AM (PDT) @ 202 A/B None
Differentiable Model Predictive Control on the GPU
In Oral Session 6C Optimization and control
Emre Adabag ⋅ Marcus Greiff ⋅ John Subosits ⋅ Thomas Lew
[ OpenReview] 
Oral
Sat Apr 25 11:27 AM -- 11:37 AM (PDT) @ 201 A/B None
The Spacetime of Diffusion Models: An Information Geometry Perspective
In Oral Session 6B
Rafał Karczewski · Markus Heinonen · Alison Pouplin · Søren Hauberg · Vikas Garg
[ OpenReview] 
Oral
Sat Apr 25 11:39 AM -- 11:49 AM (PDT) @ 201 C None
DCFold: Efficient Protein Structure Generation with Single Forward Pass
In Oral Session 6F AI for science III
Zhe Zhang ⋅ Yuanning Feng ⋅ Yuxuan Song ⋅ Keyue Qiu ⋅ Hao Zhou ⋅ Wei-Ying Ma
[ OpenReview] 
Oral
Sat Apr 25 11:39 AM -- 11:49 AM (PDT) @ 204 A/B None
OpenApps: Simulating Environment Variations to Measure UI Agent Reliability
In Oral Session 6E
Karen Ullrich · Jingtong Su · Claudia Shi · Arjun Subramonian · Amir Bar · Ivan Evtimov · Nikolaos Tsilivis · Randall Balestriero · Julia Kempe · Mark Ibrahim
[ OpenReview] 
Oral
Sat Apr 25 11:39 AM -- 11:49 AM (PDT) @ 203 A/B None
Hubble: a Model Suite to Advance the Study of LLM Memorization
In Oral Session 6D LLMs
Johnny Wei ⋅ Ameya Godbole ⋅ Mohammad Aflah Khan ⋅ Ryan Wang ⋅ Xiaoyuan Zhu ⋅ James Flemings ⋅ Nitya Kashyap ⋅ Krishna Gummadi ⋅ Willie Neiswanger ⋅ Robin Jia
[ OpenReview] 
Oral
Sat Apr 25 11:39 AM -- 11:49 AM (PDT) @ Amphitheater None
Non-Asymptotic Analysis of (Sticky) Track-and-Stop
In Oral Session 6A
Riccardo Poiani · Martino Bernasconi · Andrea Celli
[ OpenReview] 
Oral
Sat Apr 25 11:39 AM -- 11:49 AM (PDT) @ 202 A/B None
Triple-BERT: Do We Really Need MARL for Order Dispatch on Ride-Sharing Platforms?
In Oral Session 6C
Zijian Zhao · Sen Li
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 11:39 AM -- 11:49 AM (PDT) @ 201 A/B None
PateGAIL++: Utility Optimized Private Trajectory Generation with Imitation Learning
In Oral Session 6B Generative models II
Yingjie Ma ⋅ Bijal Bharadva ⋅ Xin Zhang ⋅ Joann Qiongna Chen
[ OpenReview] 
Oral
Sat Apr 25 11:51 AM -- 12:01 PM (PDT) @ 202 A/B None
Pinet: Optimizing hard-constrained neural networks with orthogonal projection layers
In Oral Session 6C
Panagiotis D. Grontas · Antonio Terpin · Efe Balta · Raffaello D'Andrea · John Lygeros
[ OpenReview] 
Oral
Sat Apr 25 11:51 AM -- 12:01 PM (PDT) @ 204 A/B None
RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments
In Oral Session 6E Agents and evaluation
Zeyi Liao ⋅ Jaylen Jones ⋅ Linxi Jiang ⋅ Yuting Ning ⋅ Eric Fosler-Lussier ⋅ Yu Su ⋅ ZHIQIANG LIN ⋅ Huan Sun
[ OpenReview] 
Oral
Sat Apr 25 11:51 AM -- 12:01 PM (PDT) @ 203 A/B None
Mixture-of-Experts Can Surpass Dense LLMs Under Strictly Equal Resource
In Oral Session 6D
Houyi Li · Ka Man Lo · Shijie Xuyang · Ziqi Wang · Wenzhen Zheng · Haocheng Zhang · Zhao Li · Shuigeng Zhou · Xiangyu Zhang · Daxin Jiang
[ OpenReview] 
Oral
Sat Apr 25 11:51 AM -- 12:01 PM (PDT) @ 201 C None
Scaling Atomistic Protein Binder Design with Generative Pretraining and Test-Time Compute
In Oral Session 6F
Kieran Didi · Zuobai Zhang · Guoqing Zhou · Danny Reidenbach · Zhonglin Cao · Sooyoung Cha · Tomas Geffner · Christian Dallago · Jian Tang · Michael Bronstein · Martin Steinegger · Emine Kucukbenli · Arash Vahdat · Karsten Kreis
[ OpenReview] 
Oral
Sat Apr 25 11:51 AM -- 12:01 PM (PDT) @ Amphitheater None
Conformal Robustness Control: A New Strategy for Robust Decision
In Oral Session 6A Reinforcement learning III
Yang Hu ⋅ Jieren Tan ⋅ Changliang Zou ⋅ Yajie Bao ⋅ Haojie Ren
[ OpenReview] 
Oral
Sat Apr 25 11:51 AM -- 12:01 PM (PDT) @ 201 A/B None
Structured Flow Autoencoders: Learning Structured Probabilistic Representations with Flow Matching
In Oral Session 6B Generative models II
Yidan Xu ⋅ Yixin Wang ⋅ XuanLong Nguyen
[ OpenReview] 
Oral
Sat Apr 25 12:03 PM -- 12:13 PM (PDT) @ 202 A/B None
Learning to Segment for Vehicle Routing Problems
In Oral Session 6C
Wenbin Ouyang · Sirui Li · Yining Ma · Cathy Wu
[ OpenReview] 
Oral
Sat Apr 25 12:03 PM -- 12:13 PM (PDT) @ Amphitheater None
Optimistic Task Inference for Behavior Foundation Models
In Oral Session 6A
Thomas Rupf · Marco Bagatella · Marin Vlastelica · Andreas Krause
[ OpenReview] 
Oral
Sat Apr 25 12:03 PM -- 12:13 PM (PDT) @ 201 C None
FALCON: Few-step Accurate Likelihoods for Continuous Flows
In Oral Session 6F
Danyal Rehman · Tara Akhound-Sadegh · Artem Gazizov · Yoshua Bengio · Alexander Tong
[ OpenReview] 
Oral
Sat Apr 25 12:03 PM -- 12:13 PM (PDT) @ 204 A/B None
CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmarking of Large Language Models in Mental Health Question Answering
In Oral Session 6E
Yahan Li · Jifan Yao · John Bunyi · Adam Frank · Angel Hwang · Ruishan Liu
[ OpenReview] 
Oral
Sat Apr 25 12:03 PM -- 12:13 PM (PDT) @ 201 A/B None
Spherical Watermark: Encryption-Free, Lossless Watermarking for Diffusion Models
In Oral Session 6B Generative models II
Xiaoxiao Hu ⋅ Jiaqi Jin ⋅ Sheng Li ⋅ Wanli Peng ⋅ Xinpeng Zhang ⋅ Zhenxing Qian
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 12:15 PM -- 12:25 PM (PDT) @ 201 C None
Fast training of accurate physics-informed neural networks without gradient descent
In Oral Session 6F AI for science III
Chinmay Datar ⋅ Taniya Kapoor ⋅ Abhishek Chandra ⋅ Qing Sun ⋅ Erik L. Bolager ⋅ Iryna Burak ⋅ Anna Veselovska ⋅ Massimo Fornasier ⋅ Felix Dietrich
[ OpenReview] 
Oral
Sat Apr 25 12:15 PM -- 12:25 PM (PDT) @ Amphitheater None
Enhancing Generative Auto-bidding with Offline Reward Evaluation and Policy Search
In Oral Session 6A Reinforcement learning III
Zhiyu Mou ⋅ Yiqin Lv ⋅ Miao Xu ⋅ Qi Wang ⋅ Yixiu Mao ⋅ Jinghao Chen ⋅ Qichen Ye ⋅ Chao Li ⋅ Rongquan Bai ⋅ Chuan Yu ⋅ Jian Xu ⋅ Bo Zheng
[ OpenReview] 
Oral
Sat Apr 25 12:15 PM -- 12:25 PM (PDT) @ 202 A/B None
Discount Model Search for Quality Diversity Optimization in High-Dimensional Measure Spaces
In Oral Session 6C Optimization and control
Bryon Tjanaka ⋅ Henry Chen ⋅ Matthew Fontaine ⋅ Stefanos Nikolaidis
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 12:15 PM -- 12:25 PM (PDT) @ 204 A/B None
WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality
In Oral Session 6E
Chunyang Li · Yilun Zheng · Xinting Huang · Tianqing Fang · Jiahao Xu · Lihui Chen · Yangqiu Song · Winston Hu
[ OpenReview] 
Oral
Sat Apr 25 12:15 PM -- 12:25 PM (PDT) @ 201 A/B None
Latent Fourier Transform
In Oral Session 6B
Mason Wang · Anna Huang
[ OpenReview] 
Oral
Sat Apr 25 12:27 PM -- 12:37 PM (PDT) @ 202 A/B None
AutoEP: LLMs-Driven Automation of Hyperparameter Evolution for Metaheuristic Algorithms
In Oral Session 6C
Zhenxing Xu · Yizhe Zhang · Weidong Bao · Hao Wang · Ming Chen · Haoran Ye · Wenzheng Jiang · Hui Yan · Ji Wang
[ Slides]  [ OpenReview] 
Invited Talk
Sat Apr 25 01:45 PM -- 02:45 PM (PDT) @ Amphitheater None
Marin: Open Development of Frontier AI
Percy Liang
Registration Desk
Sun Apr 26 04:00 AM -- 01:30 PM (PDT) @ Convention Center Foyer None
Registration Desk 1
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 101 C None
Lifelong Agents: Learning, Aligning, Evolving
Emre Can Acikgoz ⋅ Cheng Qian ⋅ Hongru WANG ⋅ Zhenfei Yin ⋅ Manling Li ⋅ Yun-Nung Chen ⋅ Jiahao Qiu ⋅ Guanhua Chen ⋅ Caiming Xiong ⋅ Mengdi Wang
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 210 None
AI for Mechanism Design and Strategic Decision Making (AIMS)
Xiaotie Deng ⋅ Jian Xu ⋅ Fabrizio Silvestri ⋅ Alireza Fallah ⋅ Yurong Chen ⋅ Brian Zhang ⋅ Haoran Sun
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 209 None
Unifying Concept Representation Learning
Amit Dhurandhar ⋅ Amir-Hossein Karimi ⋅ Sara Magliacane ⋅ Stefano Teso ⋅ Efthymia Tsamoura ⋅ Zhe Zeng
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 208 None
VerifAI-2: The Second Workshop on AI Verification in the Wild
Celine Lee ⋅ Ameesh Shah ⋅ Theo X. Olausson ⋅ Sean Welleck ⋅ Armando Solar-Lezama ⋅ Tao Yu
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 205 None
1st ICLR Workshop on Time Series in the Age of Large Models
Arjun Ashok ⋅ Abdul Fatir Ansari ⋅ Elizabeth Fons ⋅ Xiyuan Zhang ⋅ Chenghao Liu ⋅ Mononito Goswami ⋅ Xinyu Li ⋅ Yichen Zhou
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 204 C None
ICLR 2026 Workshop on Multimodal Intelligence: Next Token Prediction and Beyond
Ivona Najdenkoska ⋅ Mohammad Mahdi Derakhshani ⋅ Marzieh Fadaee ⋅ Kai Han ⋅ Saining Xie ⋅ Yuki Asano ⋅ Cees G Snoek
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 204 A/B None
Agents in the Wild: Safety, Security, and Beyond
Dawn Song ⋅ Chenguang Wang ⋅ Nicholas Crispino ⋅ Ruoxi Jia ⋅ Kyle Montgomery ⋅ Yujin Potter ⋅ Vincent Siu ⋅ ZHUN WANG
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 203 C None
AI4MAT-ICLR-2026: ICLR 2026 Workshop on AI for Accelerated Materials Design
Santiago Miret ⋅ Defne Circi ⋅ N. M. Anoop Krishnan ⋅ Emily Jin ⋅ Mohamad Moosavi ⋅ Stefano Martiniani
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 202 A/B None
Workshop on Logical Reasoning of Large Language Models
Haoxuan Li ⋅ Fenrong Liu ⋅ Michael Witbrock ⋅ Arman Cohan ⋅ Peter Clark ⋅ Johan van Benthem ⋅ Zhouchen Lin
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 201 C None
NFAM Workshop: New Frontiers in Associative Memories
Krishna Balasubramanian ⋅ Benjamin Hoover ⋅ Rogerio Feris ⋅ Julia Kempe ⋅ Hilde Kuehne ⋅ Zhaoyang Shi
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 101 D None
ICLR 2026 Workshop on AI with Recursive Self-Improvement
Mingchen Zhuge ⋅ AILING ZENG ⋅ Deyao Zhu ⋅ Rong Zou ⋅ Yan Hu ⋅ Sherry Yang ⋅ Vikas Chandra ⋅ Jürgen Schmidhuber
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 101 B None
Scientific Methods for Understanding Deep Learning (Sci4DL)
Zahra Kadkhodaie ⋅ Florentin Guth ⋅ Sanae Lotfi ⋅ Davis Brown ⋅ Antonio Sclocchi ⋅ Sharvaree Vadgama ⋅ James Simon ⋅ Eero Simoncelli
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 203 A/B None
3rd Workshop on Navigating and Addressing Data Problems For Foundation Models (DATA-FM)
Zheng Xu ⋅ Ruoxi Jia ⋅ Martin Jaggi ⋅ Mónica Ribero ⋅ Pratyush Maini ⋅ Jiachen (Tianhao) Wang ⋅ Luxi He ⋅ Yuzheng Hu
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 101 A None
Geometry-grounded Representation Learning and Generative Modeling
Alison Pouplin ⋅ Sharvaree Vadgama ⋅ Sékou-Oumar Kaba ⋅ Manuel Lecha ⋅ Jakub Tomczak ⋅ Robin Walters ⋅ Stefanie Jegelka ⋅ Erik Bekkers
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 212 None
Post-AGI Science and Society Workshop
Donato Crisostomi ⋅ Andrea Santilli ⋅ Pratyusha Sharma ⋅ Valentina Pyatkin ⋅ Zorah Lähner ⋅ Emanuele Rodolà
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 207 None
Catch, Adapt, and Operate: Monitoring ML Models Under Drift
Sepidehsadat Hosseini ⋅ Motasem Alfarra ⋅ Chung-Chi Chen ⋅ Elham Dolatabadi ⋅ Bo Li ⋅ Murat Sensoy ⋅ Dequan Wang ⋅ Teresa Yeo ⋅ Raquel Aoki
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 201 A/B None
AI&PDE: ICLR 2026 Workshop on AI and Partial Differential Equations
Eduardo Soares ⋅ Daniel Yukimura ⋅ Nara Bobko ⋅ Arthur Bizzi ⋅ Siddhartha Mishra ⋅ Elisa Serioli ⋅ Ana Paula Muller ⋅ Emilio Vital Brazil
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 206 None
AI for Peace
Noa Garcia ⋅ Leonardo Impett ⋅ Yannis Kalantidis ⋅ Matt Mahmoudi ⋅ Evangelos Kazakos ⋅ Sonia Fereidooni
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 202 C None
From Human Cognition to AI Reasoning: Models, Methods, and Applications
Julie Shah ⋅ Sarath Sreedharan ⋅ Silvia Tulli ⋅ Pulkit Verma
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) @ 211 None
Algorithmic Fairness Across Alignment Procedures and Agentic Systems
Zeyu Tang ⋅ Prakhar Ganesh ⋅ Awa Dieng ⋅ Miriam Rateike ⋅ Jamelle Watson-Daniels ⋅ Golnoosh Farnadi ⋅ Jessica Schrouff ⋅ Sanmi Koyejo
Break
Sun Apr 26 06:00 AM -- 06:30 AM (PDT) @ Convention Center Foyer None
Break
Lunch - for purchase - variety of food stalls
Sun Apr 26 08:00 AM -- 10:00 AM (PDT) @ Outdoor Courtyard None
Lunch
Break
Sun Apr 26 11:00 AM -- 11:30 AM (PDT) @ Convention Center Foyer None
Break
Registration Desk
Mon Apr 27 04:00 AM -- 08:00 AM (PDT) @ Convention Center Foyer None
Registration Desk 1
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 204 C None
Agentic AI in the Wild: From Hallucinations to Reliable Autonomy
Grigorios Chrysos ⋅ Sharon Li ⋅ Etsuko Ishii ⋅ Xuefeng Du ⋅ Katia Sycara
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 202 A/B None
The 2nd Workshop on World Models: Understanding, Modelling and Scaling
Mengyue Yang ⋅ Xidong Feng ⋅ Nick Hansen ⋅ Francesco Faccio ⋅ Dima Damen
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 206 None
The 3rd Workshop on Test-Time Updates (TTU)
Evan Shelhamer ⋅ francesco croce ⋅ Teresa Yeo ⋅ Shuaicheng Niu ⋅ Behzad Bozorgtabar ⋅ Xiaoxiao Li
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 101 D None
Machine Learning for Genomics Explorations (MLGenX)
Ehsan Hajiramezanali ⋅ Wei Qiu ⋅ Arman Hasanzadeh ⋅ Tommaso Biancalani ⋅ Mihaela van der Schaar ⋅ Fabian Theis ⋅ Aviv Regev
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 203 C None
Learning Meaningful Representations of Life (LMRL) Workshop @ ICLR 2026
Kristina Ulicna ⋅ Rebecca Boiarsky ⋅ Till Richter ⋅ Soo-Jeong Kim ⋅ Lazar Atanackovic ⋅ Jason Hartford ⋅ Romain Lopez ⋅ Thouis Jones
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 210 None
Integrating Generative and Experimental Platforms for Biomolecular Design
Chenghao Liu ⋅ Jarrid Rector-Brooks ⋅ Soojung Yang ⋅ Sidney Lisanza ⋅ Jacob Gershon ⋅ Lauren Hong ⋅ Pranam Chatterjee ⋅ Yoshua Bengio
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 101 C None
The 2nd Workshop on Advances in Financial AI Workshop: Towards Agentic and Responsible Systems
Nazanin Mehrasa ⋅ Ioana Boier ⋅ CHANYEOL CHOI ⋅ Yongjae Lee ⋅ Salwa Alamir ⋅ Simon Lucey
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 207 None
Representational Alignment
Badr AlKhamissi ⋅ Brian Cheung ⋅ Dota Tianai Dong ⋅ Stephanie Fu ⋅ Erin Grant ⋅ Kushin Mukherjee ⋅ Ilia Sucholutsky ⋅ SIDDHARTH SURESH
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 201 A/B None
ReALM-GEN: Real-World Constrained and Preference-Aligned Flow- and Diffusion-based Generative Models
Paris Giampouras ⋅ Morteza Mardani ⋅ Yingzhen Li ⋅ Giannis Daras ⋅ Johann Wenckstern ⋅ Charlotte Bunne ⋅ Johann Wenckstern
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 205 None
ICLR 2026 Workshop on Memory for LLM-Based Agentic Systems (MemAgents)
Yunpu Ma ⋅ Ercong Nie ⋅ Keshuang Li ⋅ Wenyue Hua ⋅ Karolina Stanczak ⋅ Zhenguang Cai ⋅ Matthew E Taylor ⋅ Hinrich Schuetze
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 208 None
Workshop on Multi-Agent Learning and Its Opportunities in the Era of Generative AI
Jianhong Wang ⋅ Caroline Wang ⋅ Feng Chen ⋅ Arrasy Rahman ⋅ Felipe Leno da Silva ⋅ Rupali Bhati ⋅ Bo Liu ⋅ Mustafa Mert Çelikok
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 209 None
The First Workshop on Efficient Spatial Reasoning
Haozheng Luo ⋅ Yijiang Li ⋅ Zhenyu Pan ⋅ Ruiyang Qin ⋅ Weiyang Liu ⋅ Zhijian Liu ⋅ Manling Li ⋅ Nuno Vasconcelos
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 201 C None
I Can't Believe It's Not Better: Where Large Language Models need to improve
Arno Blaas ⋅ Priya DCosta ⋅ Fan Feng ⋅ Zhaoying Pan ⋅ Nikolai Rozanov ⋅ Jennifer Williams ⋅ Yubin Xie ⋅ Rui Yang
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 212 None
4th ICLR Workshop on Machine Learning for Remote Sensing
Esther Rolf ⋅ Bianca Zadrozny ⋅ Hannah Kerner ⋅ Marc Rußwurm ⋅ Evan Shelhamer ⋅ Gabriel Tseng ⋅ Ronny Hänsch ⋅ Hamed Alemohammad
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 202 C None
Workshop on Scaling Post-training for LLMs (SPOT)
Devvrit Khatri ⋅ Rishabh Tiwari ⋅ Lovish Madaan ⋅ Sewon Min ⋅ Gagan Jain ⋅ Nan Rosemary Ke ⋅ Kurt Keutzer ⋅ Prateek Jain
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 203 A/B None
Deep Generative Model in Machine Learning: Theory, Principle and Efficacy （2nd Workshop）
Andi Han ⋅ Valentin De Bortoli ⋅ Mingyuan Bai ⋅ Sara Fridovich-Keil ⋅ Wei Huang ⋅ Taiji Suzuki ⋅ Qing Qu ⋅ Kenji Fukumizu
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 101 B None
The 2nd Workshop on Foundation Models for Science: Real-World Impact and Science-First Design
Wuyang Chen ⋅ Yongji Wang ⋅ N. Benjamin Erichson ⋅ Laurence Perreault-Levasseur ⋅ Bo Li ⋅ Damian Borth ⋅ Swarat Chaudhuri
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 204 A/B None
Principled Design for Trustworthy AI: Interpretability, Robustness, and Safety Across Modalities
Tsui-Wei (Lily) Weng ⋅ Nghia Hoang ⋅ Tengfei Ma ⋅ Jake Snell ⋅ francesco croce ⋅ Chandan Singh ⋅ Subarna Tripathi ⋅ Lam Nguyen
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 211 None
Generative AI in Genomics (Gen^2): Barriers and Frontiers
Pinar Demetci ⋅ Maria Skoularidou ⋅ Dongshunyi Li ⋅ Renzo Soatto ⋅ Valentin De Bortoli ⋅ Tamara Broderick ⋅ Max Welling ⋅ Arnaud Doucet ⋅ Renzo Soatto
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) @ 101 A None
Latent & Implicit Thinking – Going Beyond CoT Reasoning
Xinyi Wang ⋅ Nikunj Saunshi ⋅ Rui-Jie Zhu ⋅ Liu Yang ⋅ Yuntian Deng ⋅ Nishanth Dikkala ⋅ JIAHENG LIU ⋅ Zhiyuan Li
Break
Mon Apr 27 06:00 AM -- 06:30 AM (PDT) @ Convention Center Foyer None
Break
Lunch - for purchase - variety of food stalls
Mon Apr 27 08:00 AM -- 10:00 AM (PDT) @ Outdoor Courtyard None
Lunch
Break
Mon Apr 27 11:00 AM -- 11:30 AM (PDT) @ Convention Center Foyer None
Break