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Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3001
Captain Cinema: Towards Short Movie Generation
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 4 P4-#3002
Frame Guidance: Training-Free Guidance for Frame-Level Control in Video Diffusion Models
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
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 4 P4-#3004
WithAnyone: Toward Controllable and ID Consistent Image Generation
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 4 P4-#3005
SIGMA-Gen: Structure and Identity Guided Multi-Subject Assembly for Image Generation
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 4 P4-#3006
$\alpha$-DPO: Robust Preference Alignment for Diffusion Models via $\alpha$ Divergence
Yang Li · Songlin Yang · Wei Wang · Xiaoxuan Han · Jing Dong
[ 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
Ruihang Xu · Dewei Zhou · Fan Ma · Yi Yang
[ 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
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 4 P4-#3009
VMDiff: Visual Mixing Diffusion for Limitless Cross-Object Synthesis
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 4 P4-#3010
Autoregressive Image Generation with Randomized Parallel Decoding
Haopeng Li · Jinyue Yang · Guoqi Li · Huan Wang
[ 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
Sina Malakouti · Boqing Gong · Adriana Kovashka
[ 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
Wootaek Jeong · Junghyo Sohn · Jee Seok Yoon · Heung-Il Suk
[ 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
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 4 P4-#3014
OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot
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
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 4 P4-#3016
MILR: Improving Multimodal Image Generation via Test-Time Latent Reasoning
Yapeng Mi · Yanpeng Zhao · Henry Li · Chenxi Li · Huimin Wu · Xiaojian Ma · Song-Chun Zhu · Yingnian Wu · Qing Li
[ Slides [ Poster [ 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
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 4 P4-#3018
Unified In-Context Video Editing
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 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3118
ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation
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
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 4 P4-#3116
DeLeaker: Dynamic Inference-Time Reweighting For Semantic Leakage Mitigation in Text-to-Image Models
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 4 P4-#3115
SSG: Scaled Spatial Guidance for Multi-Scale Visual Autoregressive Generation
Youngwoo Shin · jiwan hur · Junmo Kim
[ 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
Zhang Xiaofeng · Aaron Courville · Michal Drozdzal · Adriana Romero-Soriano
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3113
EgoTwin: Dreaming Body and View in First Person
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
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 4 P4-#3111
FreeAdapt: Unleashing Diffusion Priors for Ultra-High-Definition Image Restoration
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
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 4 P4-#3109
BLADE: Block-Sparse Attention Meets Step Distillation for Efficient Video Generation
Youping Gu · Xiaolong Li · Yuhao Hu · Chen Minqi · Bohan Zhuang
[ Poster [ 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
Xinyu Pu · Hongsong Wang · Jie Gui · Pan Zhou
[ Poster [ 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
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
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 4 P4-#3104
Self-Forcing++: Towards Minute-Scale High-Quality Video Generation
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 4 P4-#3103
Does FLUX Already Know How to Perform Physically Plausible Image Composition?
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 4 P4-#3102
Diffusion Negative Preference Optimization Made Simple
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 4 P4-#3101
MIMIC: Mask-Injected Manipulation Video Generation with Interaction Control
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
Shuai Wang · Ziteng Gao · Chenhui Zhu · Weilin Huang · Limin Wang
[ 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
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
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
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 4 P4-#3205
LVTINO: LAtent Video consisTency INverse sOlver for High Definition Video Restoration
Alessio Spagnoletti · Andres Almansa · Marcelo Pereyra
[ Slides [ 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
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 4 P4-#3207
MOSAIC: Multi-Subject Personalized Generation via Correspondence-Aware Alignment and Disentanglement
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
Yizuo Peng · Xuelin Chen · Kai Zhang · Xiaodong Cun
[ 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
Hao Qin · Yukai Sun · Luyuan Chen · Mengxu Lu · Feng Zhang · Ming Kong · Zhenhong Du · Qiang Zhu
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3210
Human3R: Everyone Everywhere All at Once
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 4 P4-#3211
UP2You: Fast Reconstruction of Yourself from Unconstrained Photo Collections
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 4 P4-#3212
One2Scene: Geometric Consistent Explorable 3D Scene Generation from a Single Image
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 4 P4-#3213
DiMeR: Disentangled Mesh Reconstruction Model with Normal-only Geometry Training
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 4 P4-#3214
TTT3R: 3D Reconstruction as Test-Time Training
Xingyu Chen · YUE CHEN · Yuliang Xiu · Andreas Geiger · Anpei Chen
[ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3215
PD$^{2}$GS: Part-Level Decoupling and Continuous Deformation of Articulated Objects via Gaussian Splatting
Haowen Wang · Xiaoping Yuan · Zhao Jin · Zhen Zhao · Zhengping Che · Yousong Xue · Jing Tian · Yakun Huang · Jian Tang
[ Poster [ 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
Jonas Belouadi · Tamy Boubekeur · Adrien Kaiser
[ Slides [ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3217
FullPart: Generating each 3D Part at Full Resolution
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
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 4 P4-#3318
Variation-aware Flexible 3D Gaussian Editing
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 4 P4-#3317
Augmented Radiance Field: A General Framework for Enhanced Gaussian Splatting
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
Hanzhou Liu · Jia Huang · Mi Lu · Srikanth Saripalli · Peng Jiang
[ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3315
Large Depth Completion Model from Sparse Observations
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 4 P4-#3314
Signal Structure-Aware Gaussian Splatting for Large-Scale Scene Reconstruction
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
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 4 P4-#3312
Universal Beta Splatting
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 4 P4-#3311
Sparkle: A Robust and Versatile Representation for Point Cloud-based Human Motion Capture
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 4 P4-#3310
PostAlign: Multimodal Grounding as a Corrective Lens for MLLMs
Yixuan Wu · Yang Zhang · JIAN Wu · Philip Torr · Jindong Gu
[ 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
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
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 4 P4-#3307
DeepEyesV2: Toward Agentic Multimodal Model
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 4 P4-#3306
InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search
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
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 4 P4-#3304
ViPER: Empowering the Self-Evolution of Visual Perception Abilities in Vision-Language Models
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 4 P4-#3303
Fusing Pixels and Genes: Spatially-Aware Learning in Computational Pathology
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 4 P4-#3302
Memory-Free Continual Learning with Null Space Adaptation for Zero-Shot Vision-Language Models
Yujin Jo · Taesup Kim
[ 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
Yujia Cai · Boxuan Li · Chenghao Xu · Jiexi Yan
[ Slides [ 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
Ashutosh Chaubey · Jiacheng Pang · Maksim Siniukov · Mohammad Soleymani
[ Slides [ 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
Jiazhen Liu · Yuchuan Deng · Long Chen
[ 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
Jianlong Chen · Zhiming Zhou
[ Slides [ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3403
SONIC: Spectral Oriented Neural Invariant Convolutions
Gijs Moens · Regina Beets-Tan · Eduardo Pooch
[ 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
Haozhe Qi · Shaokai Ye · Alexander Mathis · Mackenzie Mathis
[ Poster [ 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
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
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 4 P4-#3407
Fantastic Tractor-Dogs and How Not to Find Them With Open-Vocabulary Detectors
Frank Ruis · Gertjan J Burghouts · Hugo J. Kuijf
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3408
Omni-IML: Towards Unified Interpretable Image Manipulation Localization
Chenfan Qu · Yiwu Zhong · Fengjun Guo · Lianwen Jin
[ 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
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 4 P4-#3410
ARFlow: Auto-regressive Optical Flow Estimation for Arbitrary-Length Videos via Progressive Next-Frame Forecasting
Jiuming Liu · Mengmeng Liu · Siting Zhu · Yunpeng Zhang · Jiangtao Li · Michael Yang · Francesco Nex · Hao Cheng · Hesheng Wang
[ Slides [ 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
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 4 P4-#3412
What "Not" to Detect: Negation-Aware VLMs via Structured Reasoning and Token Merging
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-#3413
StreamingVLM: Real-Time Understanding for Infinite Video Streams
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 4 P4-#3414
VisuRiddles: Fine-grained Perception is a Primary Bottleneck for Multimodal Large Language Models in Abstract Visual Reasoning
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
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 4 P4-#3416
TumorChain: Interleaved Multimodal Chain-of-Thought Reasoning for Traceable Clinical Tumor Analysis
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 4 P4-#3417
Spatial-DISE: A Unified Benchmark for Evaluating Spatial Reasoning in Vision-Language Models
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 4 P4-#3418
Grounding or Guessing? Visual Signals for Detecting Hallucinations in Sign Language Translation
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
Shu Zhao · Nilesh Ahuja · Tan Yu · Tianyi Shen · Vijaykrishnan Narayanan
[ 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
Shengguang Wu · Xiaohan Wang · Yuhui Zhang · Hao Zhu · Serena Yeung
[ Poster [ 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
Xuyou Yang · Yucheng Zhao · Wenxuan Zhang · Immanuel Koh
[ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3515
SPIKE-RL: Video-LLMs meet Bayesian Surprise
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
Minji Kim · Taekyung Kim · Bohyung Han
[ Slides [ 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
Siyi Du · Xinzhe Luo · Declan O'regan · Chen Qin
[ Slides [ Poster [ 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
Rahul Ramachandran · Ali Garjani · Roman Bachmann · Andrei Atanov · Oğuzhan Kar · Amir Zamir
[ 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
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
Feng Yu · Xiangyu Wu · Yang Yang · Jianfeng Lu
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3509
OmniCVR: A Benchmark for Omni-Composed Video Retrieval with Vision, Audio, and Text
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
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3508
VLM-Guided Adaptive Negative Prompting for Creative Generation
shelly golan · Yotam Nitzan · Zongze Wu · Or Patashnik
[ 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
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
Yi Ding · Lijun Li · Bing Cao · Jing Shao
[ 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
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 4 P4-#3504
No Labels, No Problem: Training Visual Reasoners with Multimodal Verifiers
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
Alistair J Foggin · William Smith
[ Slides [ 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
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 4 P4-#3501
Deep Global-sense Hard-negative Discriminative Generation Hashing for Cross-modal Retrieval
Kun Cheng · Qibing Qin · Wenfeng Zhang · Lei Huang · Jie Nie
[ 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
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 4 P4-#3602
Composition-Grounded Data Synthesis for Visual Reasoning
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 4 P4-#3603
Seeing What’s Not There: Negation Understanding Needs More Than Training
Bhuvan Aggarwal · Amit More · Mudit Soni · Srinivasa Divakar Bhat
[ Slides [ Poster [ 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
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 4 P4-#3605
RoRE: Rotary Ray Embedding for Generalised Multi-Modal Scene Understanding
Ryan Griffiths · Donald Dansereau
[ 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
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
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 4 P4-#3608
A Comprehensive Information-Decomposition Analysis of Large Vision-Language Models
Lixin Xiu · Xufang Luo · Hideki Nakayama
[ Slides [ 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
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
Walid Bousselham · Sofian Chaybouti · Christian Rupprecht · Vittorio Ferrari · Hilde Kuehne
[ Slides [ 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
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 4 P4-#3612
Leveraging Data to Say No: Memory Augmented Plug-and-Play Selective Prediction
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-#3613
Understanding vs. Generation: Navigating Optimization Dilemma in Multimodal Models
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
Seoha Lim · Jinmyeong Kim · Jieun Kim · Sung-Bae Cho
[ Slides [ 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
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 4 P4-#3616
RF-DETR: Neural Architecture Search for Real-Time Detection Transformers
Isaac Robinson · Peter Robicheaux · Matvei Popov · Deva Ramanan · Neehar Peri
[ 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
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
Yuan Dong · Zhe Zhao · Liheng Yu · Di Wu · Pengkun Wang
[ 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
Xuyang Zhang · Xi Zhang · Liang Chen · Hao Shi · Qingshan Guo
[ 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
Chunming Li · Shidong Wang · Haofeng Zhang
[ 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
Alexander Baumann · Leonardo Ayala · Silvia Seidlitz · Jan Sellner · Alexander Studier-Fischer · Berkin Özdemir · Lena Maier-Hein · Slobodan Ilic
[ 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
Pavel Suma · Giorgos Kordopatis-Zilos · Yannis Kalantidis · Giorgos Tolias
[ Poster [ 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
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
[ 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
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 4 P4-#3712
Pose Prior Learner: Unsupervised Categorical Prior Learning for Pose Estimation
Ziyu Wang · SHUANGPENG HAN · Mengmi Zhang
[ Poster [ 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
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
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 4 P4-#3709
UniTrack: Differentiable Graph Representation Learning for Multi-Object Tracking
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 4 P4-#3708
Pulp Motion: Framing-aware multimodal camera and human motion generation
Robin Courant · Xi WANG · David Loiseaux · Marc Christie · Vicky Kalogeiton
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3707
Benchmarking Open-ended Segmentation
Cristina González · Santiago Rodriguez · Kevis-Kokitsi Maninis · Jordi Pont-Tuset · Pablo Arbelaez
[ OpenReview
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
Tianyi Zhang · Baoxin Li · Jae-sun Seo · Yu Cao
[ Poster [ OpenReview
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
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 4 P4-#3704
The Quest for Generalizable Motion Generation: Data, Model, and Evaluation
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 4 P4-#3703
APT: Towards Universal Scene Graph Generation via Plug-in Adaptive Prompt Tuning
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-#3702
Inlier-Centric Post-Training Quantization for Object Detection Models
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 4 P4-#3701
SelvaBox: A high‑resolution dataset for tropical tree crown detection
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
Juntao Liu · Zikun Zhou · Zhuotao Tian · Guangming Lu · Jun Yu · Wenjie Pei
[ 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
Rajesh Shrestha · Xiao Fu
[ 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
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 4 P4-#3804
Splat and Distill: Augmenting Teachers with Feed-Forward 3D Reconstruction For 3D-Aware Distillation
David Shavin · Sagie Benaim
[ 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
Amirhossein Zamani · Bruno Roy · Arianna Rampini
[ Slides [ 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
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
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 4 P4-#3808
Searching for Privacy Risks in LLM Agents via Simulation
Yanzhe Zhang · Diyi Yang
[ 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
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
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 4 P4-#3811
On Optimal Hyperparameters for Differentially Private Deep Transfer Learning
Aki Rehn · Linzh Zhao · Mikko Heikkilä · Antti Honkela
[ Poster [ 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
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
Ben Jacobsen · Kassem Fawaz
[ 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
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 4 P4-#3815
Gaussian certified unlearning in high dimensions: A hypothesis testing approach
Aaradhya Pandey · Arnab Auddy · Haolin Zou · Arian Maleki · Sanjeev Kulkarni
[ 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
Shai Feldman · Stephen Bates · Yaniv Romano
[ 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
Thibaud Gloaguen · Mark Vero · Robin Staab · Martin Vechev
[ 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
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
Lin Long · Changdae Oh · Seongheon Park · Yixuan Li
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3917
Trust The Typical
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
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 4 P4-#3915
Fairness via Independence: A General Regularization Framework for Machine Learning
Yezi Liu · Hanning Chen · Wenjun Huang · Yang Ni · Mohsen Imani
[ 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
Saleh Zare Zade · Xiangyu Zhou · Sijia Liu · Dongxiao Zhu
[ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3912
LLM Unlearning with LLM Beliefs
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 4 P4-#3911
Truthful or Fabricated? Using Causal Attribution to Mitigate Reward Hacking in Explanations
Pedro Ferreira · Wilker Aziz · Ivan Titov
[ 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
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
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 4 P4-#3908
Decoupling the Class Label and the Target Concept in Machine Unlearning
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
Yisheng Zhong · Zhengbang Yang · Zhuangdi Zhu
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3906
Enhancing Hallucination Detection through Noise Injection
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
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 4 P4-#3904
Breaking and Fixing Defenses Against Control Flow Hijacking in Multi-Agent Systems
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
Zhengyao Song · Meixi Zheng · Ke Xu · Yongqiang Li · Baoyuan Wu
[ Poster [ 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
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 4 P4-#3901
Unlearning Evaluation through Subset Statistical Independence
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
Guangnian Wan · Xinyin Ma · Gongfan Fang · Xinchao Wang
[ 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
Fengpeng Li · Kemou Li · Qizhou Wang · Bo Han · Jiantao Zhou
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4003
Every Language Model Has a Forgery-Resistant Signature
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
Thibaud Gloaguen · Robin Staab · Nikola Jovanović · Martin Vechev
[ 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
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 4 P4-#4006
FaithCoT-Bench: Benchmarking Instance-Level Faithfulness of Chain-of-Thought Reasoning
Xu Shen · Song Wang · Zhen Tan · Laura Yao · Xinyu Zhao · Kaidi Xu · Xin Wang · Tianlong Chen
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4007
Obfuscated Activations Bypass LLM Latent-Space Defenses
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
Nora Petrova · Andrew Gordon · Enzo Blindow
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4009
Attribution-Guided Decoding
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 4 P4-#4010
Certified Evaluation of Model-Level Explanations for Graph Neural Networks
Sayan Saha · Sanghamitra Bandyopadhyay
[ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4011
Learning Concept Bottleneck Models from Mechanistic Explanations
Antonio De Santis · Schrasing Tong · Marco Brambilla · Lalana Kagal
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4012
Counterfactual LLM-based Framework for Measuring Rhetorical Style
Jingyi Qiu · Hong Chen · Zongyi Li
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4013
Hidden Breakthroughs in Language Model Training
Sara Kangaslahti · Elan Rosenfeld · Naomi Saphra
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4014
Thought Branches: Interpreting LLM Reasoning Requires Resampling
Uzay Macar · Paul Bogdan · Senthooran Rajamanoharan · Neel Nanda
[ Slides [ Poster [ 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
Zheng Xin Yong · Stephen Bach
[ Poster [ 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
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
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 4 P4-#4018
VeriTrail: Closed-Domain Hallucination Detection with Traceability
Dasha Metropolitansky · Jonathan Larson
[ 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
Weida Li · Haoye Lu · Bryan Kian Hsiang Low
[ 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
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 4 P4-#4116
Latent Planning Emerges with Scale
Michael Hanna · Emmanuel Ameisen
[ Poster [ 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
Zheng Zhao · Yeskendir Koishekenov · Xianjun Yang · Naila Murray · Nicola Cancedda
[ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4114
RedacBench: Can AI Erase Your Secrets?
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
Mikhail Terekhov · Alexander Panfilov · Daniil Dzenhaliou · Caglar Gulcehre · Maksym Andriushchenko · Ameya Prabhu · Jonas Geiping
[ 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
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 4 P4-#4111
From ``Sure" to ``Sorry": Detecting Jailbreak in Large Vision Language Model via JailNeurons
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 4 P4-#4110
Swap-guided Preference Learning for Personalized Reinforcement Learning from Human Feedback
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
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
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 4 P4-#4107
ELEPHANT: Measuring and understanding social sycophancy in LLMs
Myra Cheng · Sunny Yu · Cinoo Lee · Pranav Khadpe · Lujain Ibrahim · Dan Jurafsky
[ 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
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 4 P4-#4105
STAR: Strategy-driven Automatic Jailbreak Red-teaming For Large Language Model
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 4 P4-#4104
Time Is All It Takes: Spike-Retiming Attacks on Event-Driven Spiking Neural Networks
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
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
Debolina Halder Lina · Arlei Silva
[ Slides [ Poster [ 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
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
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 4 P4-#4201
Steering the Herd: A Framework for LLM-based Control of Social Learning
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
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
[ 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
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 4 P4-#4204
BiasFreeBench: a Benchmark for Mitigating Bias in Large Language Model Responses
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 4 P4-#4205
PRISON: Unmasking the Criminal Potential of Large Language Models
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
Sungduk Yu · Man Luo · Avinash Madasu · Vasudev Lal · Phillip Howard
[ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4207
Self-Destructive Language Models
Yuhui Wang · Rongyi Zhu · Ting 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
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 4 P4-#4209
Superficial Safety Alignment Hypothesis
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
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 4 P4-#4211
Seeing Through Deception: Uncovering Misleading Creator Intent in Multimodal News with Vision-Language Models
Jiaying Wu · Fanxiao Li · Zihang Fu · Min-Yen Kan · Bryan Hooi
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4212
XIL: Cross-Expanding Incremental Learning
Heayoun Choi · Hyundong Jin · Eunwoo Kim
[ 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
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 4 P4-#4214
Preserve and Sculpt: Manifold-Aligned Fine-tuning of Vision-Language Models for Few-Shot Learning
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 4 P4-#4215
Learning Adaptive Distribution Alignment with Neural Characteristic Function for Graph Domain Adaptation
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 4 P4-#4216
Study of Training Dynamics for Memory-Constrained Fine-Tuning
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
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
Wei Feng · Sijin Zhou · Yiwen Jiang · Zongyuan Ge
[ 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
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 4 P4-#4317
Nearly-Optimal Bandit Learning in Stackelberg Games with Side Information
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 4 P4-#4316
On the $O(1/T)$ Convergence of Alternating Gradient Descent–Ascent in Bilinear Games
Tianlong Nan · Shuvomoy Das Gupta · Garud Iyengar · Christian Kroer
[ Slides [ 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
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
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 4 P4-#4313
Convergence of Regret Matching in Potential Games and Constrained Optimization
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
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 4 P4-#4311
Memory-Statistics Tradeoff in Continual Learning with Structural Regularization
Haoran Li · Jingfeng Wu · Vladimir Braverman
[ 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
Ahmed Ben Yahmed · Hafedh Ferchichi · Marc Abeille · Vianney Perchet
[ 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
Nived Rajaraman · Yanjun Han
[ 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
Jingfan Yu · Zhixuan Fang
[ Slides [ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4307
Efficient Turing Machine Simulation with Transformers
Qian Li · Yuyi Wang
[ 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
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
Zhaiming Shen · Alexander Hsu · Rongjie Lai · Wenjing Liao
[ Slides [ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4304
Learning Correlated Reward Models: Statistical Barriers and Opportunities
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
Ariel Procaccia · Han Shao · Itai Shapira
[ Slides [ Poster [ 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
Zicheng Hu · Zihao Wang · Cheng Chen
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4301
High Probability Bounds for Non-Convex Stochastic Optimization with Momentum
Shaojie Li · Pengwei Tang · Bowei Zhu · Yong Liu
[ Poster [ 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
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
Zhiheng Chen · Ruofan Wu · Guanhua Fang
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4403
Feedback-driven recurrent quantum neural network universality
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
Lekai Chen · Ashutosh Trivedi · Alvaro Velasquez
[ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4405
Language Identification in the Limit with Computational Trace
Binghui Peng · Amin Saberi · Grigoris Velegkas
[ 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
Aideen Fay · Inés García-Redondo · Qiquan Wang · Haim Dubossarsky · Anthea Monod
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4407
t-SNE Exaggerates Clusters, Provably
Noah Bergam · Szymon Snoeck · Nakul Verma
[ Slides [ 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
Mengyang Li · Pinlong Zhao · Zhong Zhang
[ Slides [ Poster [ 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
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 4 P4-#4410
Out of the Shadows: Exploring a Latent Space for Neural Network Verification
Lukas Koller · Tobias Ladner · Matthias Althoff
[ 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
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 4 P4-#4412
Characterizing Pattern Matching and Its Limits on Compositional Task Structures
Hoyeon Chang · Jinho Park · Hanseul Cho · Sohee Yang · Miyoung Ko · Hyeonbin Hwang · Seungpil Won · Dohaeng Lee · Youbin Ahn · Minjoon Seo
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4413
Decoupling Positional and Symbolic Attention in Transformers
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 4 P4-#4414
Formal Mechanistic Interpretability: Automated Circuit Discovery with Provable Guarantees
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
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 4 P4-#4416
Concepts' Information Bottleneck Models
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
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
Chuan Qin · Constantin Venhoff · Sonia Joseph · Fanyi Xiao · Stefan Scherer
[ Poster [ 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
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 4 P4-#4517
Monotone Near-Zero-Sum Games: A Generalization of Convex-Concave Minimax
Ruichen Luo · Sebastian Stich · Krishnendu Chatterjee
[ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4516
Nearly Space-Optimal Graph and Hypergraph Sparsification in Insertion-Only Data Streams
Vincent Cohen-Addad · David Woodruff · Shenghao Xie · Samson Zhou
[ OpenReview
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
Savelii Chezhegov · Daniela Angela Parletta · Andrea Paudice · Eduard Gorbunov
[ OpenReview
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
Travis E Gibson · Sawal Acharya · Anjali Parashar · Joseph Emilio Gaudio · Anuradha Annaswamy
[ Slides
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
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 4 P4-#4512
Singleton-Optimized Conformal Prediction
Tao Wang · Yan Sun · Edgar Dobriban
[ 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
Yunrui Guan · Krishna Balasubramanian · Shiqian Ma
[ 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
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 4 P4-#4509
Complexity Analysis of Normalizing Constant Estimation: from Jarzynski Equality to Annealed Importance Sampling and beyond
Wei Guo · Molei Tao · Yongxin Chen
[ Poster [ 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
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
Xianwei Cao · Dou Quan · Zhenliang Zhang · Shuang Wang
[ 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
Junwoo Chang · Minwoo Park · Joohwan Seo · Roberto Horowitz · Jongmin Lee · Jongeun Choi
[ 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
Bowen Hu · Yixin Tao
[ Poster [ 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
Harsha Kokel · Michael Katz · Kavitha Srinivas · Shirin Sohrabi
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4503
A New Approach to Controlling Linear Dynamical Systems
Anand Brahmbhatt · Gon Buzaglo · Sofiia Druchyna · Elad Hazan
[ 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
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
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 4 P4-#4601
Preference-based Policy Optimization from Sparse-reward Offline Dataset
Wenjie Qiu · Guofeng Cui · Shicheng Liu · Yuanlin Duan · He Zhu
[ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4602
Q-Learning with Adjoint Matching
Qiyang Li · Sergey Levine
[ Slides [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4603
Robust Reward Modeling via Causal Rubrics
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 4 P4-#4604
Nudging the Boundaries of LLM Reasoning
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
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 4 P4-#4606
Sample Efficient Offline RL via T-Symmetry Enforced Latent State-Stitching
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 4 P4-#4607
The State of Reinforcement Finetuning for Transformer-based Agents
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
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 4 P4-#4609
Belief-Based Offline Reinforcement Learning for Delay-Robust Policy Optimization
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 4 P4-#4610
Value Flows
Perry Dong · Chongyi Zheng · Chelsea Finn · Dorsa Sadigh · Benjamin Eysenbach
[ 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
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 4 P4-#4612
Squeeze the Soaked Sponge: Efficient Off-policy RFT for Large Language Model
Jing Liang · Jinyi Liu · Yi Ma · Hongyao Tang · YAN ZHENG · Shuyue Hu · LEI BAI · Jianye HAO
[ 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
Guoqing Wang · Sunhao Dai · Guangze Ye · Zeyu Gan · Wei Yao · Yong Deng · Xiaofeng Wu · zhenzhe ying
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4614
Trust-Region Adaptive Policy Optimization
Mingyu Su · Jian Guan · Yuxian Gu · Minlie Huang · Hongning Wang
[ 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
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
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 4 P4-#4617
Regularized Latent Dynamics Prediction is a Strong Baseline For Behavioral Foundation Models
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
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 4 P4-#4718
Chart Deep Research in LVLMs via Parallel Relative Policy Optimization
Jiajin Tang · Yang Gao · Wenjie Wang · Sibei Yang · Xing Chen
[ Slides [ 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
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 4 P4-#4716
When Greedy Wins: Emergent Exploitation Bias in Meta-Bandit LLM Training
Sanxing Chen · Xiaoyin Chen · Yukun Huang · Roy Xie · Bhuwan Dhingra
[ 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
Davide Tenedini · Riccardo Zamboni · Mirco Mutti · Marcello Restelli
[ 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
He Zhang · Ying Sun · Hui Xiong
[ Poster [ 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
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
Dan Haramati · Carl Qi · Tal Daniel · Amy Zhang · Aviv Tamar · George D Konidaris
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4711
Guided Policy Optimization under Partial Observability
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
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 4 P4-#4709
$\textbf{Re}^{2}$: Unlocking LLM Reasoning via Reinforcement Learning with Re-solving
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-#4708
Entropy-preserving reinforcement learning
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 4 P4-#4707
Distributions as Actions: A Unified Framework for Diverse Action Spaces
Jiamin He · A. Rupam Mahmood · Martha White
[ Poster [ OpenReview
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
Théo Vincent · Daniel Palenicek · Boris Belousov · Jan Peters · Carlo D'Eramo
[ Poster
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
Runyu Lu · Ruochuan Shi · Yuanheng Zhu · Dongbin Zhao
[ 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
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
Zain Ulabedeen Farhat · Debamita Ghosh · George Atia · Yue Wang
[ Slides [ Poster [ 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
Raul Steleac · Mohan Sridharan · David Abel
[ Poster [ 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
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 4 P4-#4801
Multi-Action Self-Improvement For Neural Combinatorial Optimization
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
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 4 P4-#4803
Contextual Causal Bayesian Optimisation
Vahan Arsenyan · Antoine Grosnit · Haitham Bou Ammar · Arnak Dalalyan
[ 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
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 4 P4-#4805
From Embedding to Control: Representations for Stochastic Multi-Object Systems
Xiaoyuan Cheng · Yiming Yang · Wei Jiang · Chenyang Yuan · Zhuo Sun · Yukun Hu
[ 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
Siheng Xiong · Ali Payani · Faramarz Fekri
[ 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
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 4 P4-#4808
Accelerated Learning with Linear Temporal Logic using Differentiable Simulation
Alper Kamil Bozkurt · Calin Belta · Ming Lin
[ 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
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 4 P4-#4810
LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities
Thomas Schmied · Jörg Bornschein · Jordi Grau-Moya · Markus Wulfmeier · Razvan Pascanu
[ 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
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
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 4 P4-#4813
Tina: Tiny Reasoning Models via LoRA
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 4 P4-#4814
PEAR: Phase Entropy Aware Reward for Efficient Reasoning
Chen Huang · Wei Lu · Wenxuan Zhang
[ 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
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
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 4 P4-#4817
Strategic Scaling of Test-Time Compute: A Bandit Learning Approach
Bowen Zuo · Yinglun Zhu
[ 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
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 4 P4-#4918
Generalization Below the Edge of Stability: The Role of Data Geometry
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
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 4 P4-#4916
Revisiting Long-context Modeling from Context Denoising Perspective
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
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
Xinpeng Li · Enming Liang · Minghua Chen
[ 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
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 4 P4-#4912
PLANETALIGN: A Comprehensive Python Library for Benchmarking Network Alignment
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
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 4 P4-#4910
TNT: Improving Chunkwise Training for Test-Time Memorization
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 4 P4-#4909
Robust Spiking Neural Networks Against Adversarial Attacks
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 4 P4-#4908
Unified Analyses for Hierarchical Federated Learning: Topology Selection under Data Heterogeneity
Ziyi Zhou · Yipeng Li · Xinchen Lyu
[ 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
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
Amirhossein Afsharrad · Ruida Zhou · Luca Viano · Sanjay Lall · Mohammad Ghavamzadeh
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4905
MTVCraft: Tokenizing 4D Motion for Arbitrary Character Animation
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 4 P4-#4904
X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model
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 4 P4-#4903
Unifying Formal Explanations: A Complexity-Theoretic Perspective
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
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 4 P4-#4901
Reinforcing Diffusion Models by Direct Group Preference Optimization
Yihong Luo · Tianyang Hu · Jing Tang
[ 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
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-#5002
Goedel-Prover-V2: Scaling Formal Theorem Proving with Scaffolded Data Synthesis and Self-Correction
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
Yu-Hsuan Wu · Yihan He · Yuan Cao · Jianqing Fan · Han Liu
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5004
WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
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 4 P4-#5005
ST-SimDiff: Balancing Spatiotemporal Similarity and Difference for Efficient Video Understanding with MLLMs
Bingjun Luo · Tony Wang · Chaoqi Chen · Xinpeng Ding
[ 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
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
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 4 P4-#5008
$\mu$LO: Compute-Efficient Meta-Generalization of Learned Optimizers
Benjamin Thérien · Charles-Étienne Joseph · Boris Knyazev · Edouard Oyallon · Irina Rish · Eugene Belilovsky
[ 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
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 4 P4-#5010
Spatially Guided Training for Vision-Language-Action Model
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 4 P4-#5011
Scaling Agent Learning via Experience Synthesis
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
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 4 P4-#5013
Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
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 4 P4-#5014
How Text Quality Interventions Reshape Neural Scaling Laws for LLMs: Empirical Study
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 4 P4-#5015
Efficient Differentiable Contact Model with Long-range Influence
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?
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 4 P4-#5017
CloDS: Visual-Only Unsupervised Cloth Dynamics Learning in Unknown Conditions
Yuliang Zhan · li jian · Wenbing Huang · Yang Liu · Hao Sun
[ 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
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 4 P4-#5118
DistDF: Time-series Forecasting Needs Joint-distribution Wasserstein Alignment
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
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 4 P4-#5116
LogiConBench: Benchmarking Logical Consistencies of LLMs
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
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 4 P4-#5114
Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners
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 4 P4-#5113
Boosting Multi-Domain Reasoning of LLMs via Curvature-Guided Policy Optimization
Xize Liang · Lin Yang · Jie Wang · Rui Liu · Yang Lu · Jinliang Zeng · Hanzhu Chen · Dong Li · Jianye HAO
[ 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
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 4 P4-#5111
Understanding the Mechanisms of Fast Hyperparameter Transfer
Nikhil Ghosh · Denny Wu · Alberto Bietti
[ 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
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 4 P4-#5109
Transfer Learning in Infinite Width Feature Learning Networks
Clarissa Lauditi · Blake Bordelon · Cengiz Pehlevan
[ 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
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 4 P4-#5107
Mango-GS: Enhancing Spatio-Temporal Consistency in Dynamic Scenes Reconstruction using Multi-Frame Node-Guided 4D Gaussian Splatting
Tingxuan Huang · Haowei Zhu · Jun-Hai Yong · Hao Pan · Bin Wang
[ 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
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 4 P4-#5105
ArtUV: Artist-style UV Unwrapping
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
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 4 P4-#5103
Learning Shrinks the Hard Tail: Training‑Dependent Inference Scaling in a Solvable Linear Model
Noam Levi
[ 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
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
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 4 P4-#5201
FastVMT: Eliminating Redundancy in Video Motion Transfer
Yue Ma · Zhikai Wang · Tianhao Ren · Mingzhe Zheng · Hongyu Liu · Jiayi Guo · Kunyu Feng · Yuxuan Xue · Zixiang Zhao · Konrad Schindler · Qifeng Chen · Linfeng Zhang
[ 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
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 4 P4-#5203
Exchangeability of GNN Representations with Applications to Graph Retrieval
Kartik Nair · Indradyumna Roy · Soumen Chakrabarti · Anirban Dasgupta · Abir De
[ 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
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 4 P4-#5205
Sample-efficient evidence estimation of score based priors for model selection
Frederic Wang · Katherine Bouman
[ 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
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 4 P4-#5207
InnoGym: Benchmarking the Innovation Potential of AI Agents
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
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 4 P4-#5209
Geometric Constraints for Small Language Models to Understand and Expand Scientific Taxonomies
Liri Fang · Dongqi Fu · Jiawei Han · Jingrui He · Vetle Torvik
[ Poster [ 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
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 4 P4-#5211
Where Did This Sentence Come From? Tracing Provenance in LLM Reasoning Distillation
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 4 P4-#5212
LiveClin: A Live Clinical Benchmark without Leakage
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 4 P4-#5213
Reasoned Safety Alignment: Ensuring Jailbreak Defense via Answer-Then-Check
Chentao Cao · Xiaojun Xu · Bo Han · Hang Li
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5214
Reasoning in Space via Grounding in the World
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 4 P4-#5215
Control Tax: The Price of Keeping AI in Check
Mikhail Terekhov · Zhen Liu · Caglar Gulcehre · Samuel Albanie
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5216
In-Context Algorithm Emulation in Fixed-Weight Transformers
Jerry Yao-Chieh Hu · Hude Liu · Jennifer Zhang · Han 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
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 4 P4-#5218
Oracle-efficient Hybrid Learning with Constrained Adversaries
Princewill Okoroafor · Robert Kleinberg · Michael Kim
[ 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
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 4 P4-#5317
Exposing and Defending the Achilles' Heel of Video Mixture-of-Experts
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 4 P4-#5316
Ctrl-World: A Controllable Generative World Model for Robot Manipulation
Yanjiang Guo · Lucy Shi · Jianyu Chen · Chelsea Finn
[ 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
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
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 4 P4-#5313
Unified Vision–Language Modeling via Concept Space Alignment
Yifu QIU · Paul-Ambroise Duquenne · Holger Schwenk
[ 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
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 4 P4-#5311
Your Models Have Thought Enough: Training Large Reasoning Models to Stop Overthinking
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
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 4 P4-#5309
Flock: A Knowledge Graph Foundation Model via Learning on Random Walks
Jinwoo Kim · Xingyue Huang · Krzysztof Olejniczak · Kyungbin Min · Michael Bronstein · Seunghoon Hong · Ismail I Ceylan
[ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5308
SimpleFold: Folding Proteins is Simpler than You Think
Yuyang Wang · Jiarui Lu · Navdeep Jaitly · Joshua Susskind · MIGUEL ANGEL BAUTISTA
[ Poster [ OpenReview
Blog Post Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5307
Ready For General Agents? Let's test it.
Elron Bandel · Asaf Yehudai · Michal Shmueli-Scheuer
[ OpenReview
Blog Post Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5306
Flow Where You Want
Scott Hawley
[ Poster [ OpenReview
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5305
Online Selective Conformal Inference: Errors and Solutions
Yusuf Sale · Aaditya Ramdas
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5303
Unifying Stable Optimization and Reference Regularization in RLHF
Li He · Qiang Qu · He Zhao · Stephen Wan · Dadong Wang · Lina Yao · Tongliang Liu
[ OpenReview