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Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #237
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
Yang Deng · Wenxuan Zhang · Wai Lam · See-Kiong Ng · Tat-Seng Chua
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #69
Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
Kevin Black · Mitsuhiko Nakamoto · Pranav Atreya · Homer Walke · Chelsea Finn · Aviral Kumar · Sergey Levine
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #50
BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity
Andrew Luo · Maggie Henderson · Michael Tarr · Leila Wehbe
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #76
SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer
Yuhta Takida · Masaaki Imaizumi · Takashi Shibuya · Chieh-Hsin Lai · Toshimitsu Uesaka · Naoki Murata · Yuki Mitsufuji
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #212
Topic Modeling as Multi-Objective Contrastive Optimization
Thong Thanh Nguyen · Xiaobao Wu · Xinshuai Dong · Cong-Duy Nguyen · See-Kiong Ng · Anh Tuan Luu
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #266
LOQA: Learning with Opponent Q-Learning Awareness
Milad Aghajohari · Juan Duque · Timotheus Cooijmans · Aaron Courville
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #235
Exploring the cloud of feature interaction scores in a Rashomon set
Sichao Li · Rong Wang · Quanling Deng · Amanda Barnard
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #16
Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels
Zahra Babaiee · Peyman Kiasari · Daniela Rus · Radu Grosu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #102
Boosting Graph Anomaly Detection with Adaptive Message Passing
Jingyan Chen · Guanghui Zhu · Chunfeng Yuan · Yihua Huang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #45
Effective Data Augmentation With Diffusion Models
Brandon Trabucco · Kyle Doherty · Max Gurinas · Ruslan Salakhutdinov
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #247
DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models
Sohyun An · Hayeon Lee · Jaehyeong Jo · Seanie Lee · Sung Ju Hwang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #190
Robust agents learn causal world models
Jonathan Richens · Tom Everitt
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #137
Reward Model Ensembles Help Mitigate Overoptimization
Thomas Coste · Usman Anwar · Robert Kirk · David Krueger
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #86
MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean Discrepancy
Yan Sun · Jicong Fan
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #157
Weaker MVI Condition: Extragradient Methods with Multi-Step Exploration
Yifeng Fan · Yongqiang Li · Bo Chen
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #70
Domain Randomization via Entropy Maximization
Gabriele Tiboni · Pascal Klink · Jan Peters · Tatiana Tommasi · Carlo D'Eramo · Georgia Chalvatzaki
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #155
On Bias-Variance Alignment in Deep Models
Lin Chen · Michal Lukasik · Wittawat Jitkrittum · Chong You · Sanjiv Kumar
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #87
Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics
Rene Winchenbach · Nils Thuerey
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #125
DreamLLM: Synergistic Multimodal Comprehension and Creation
Runpei Dong · chunrui han · Yuang Peng · Zekun Qi · Zheng Ge · Jinrong Yang · Liang Zhao · Jianjian Sun · Hongyu Zhou · Haoran Wei · Xiangwen Kong · Xiangyu Zhang · Kaisheng Ma · Li Yi
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #288
AffineQuant: Affine Transformation Quantization for Large Language Models
Yuexiao Ma · Huixia Li · Xiawu Zheng · Feng Ling · Xuefeng Xiao · Rui Wang · Shilei Wen · Fei Chao · Rongrong Ji
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #144
InfoCon: Concept Discovery with Generative and Discriminative Informativeness
Ruizhe Liu · Qian Luo · Yanchao Yang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #241
Sparse Autoencoders Find Highly Interpretable Features in Language Models
Robert Huben · Hoagy Cunningham · Logan Smith · Aidan Ewart · Lee Sharkey
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #20
ResFields: Residual Neural Fields for Spatiotemporal Signals
Marko Mihajlovic · Sergey Prokudin · Marc Pollefeys · Siyu Tang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #221
Model Merging by Uncertainty-Based Gradient Matching
Nico Daheim · Thomas Möllenhoff · Edoardo M. Ponti · Iryna Gurevych · Mohammad Emtiyaz Khan
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #19
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images
Jinsung Jeon · Hyundong Jin · Jonghyun Choi · Sanghyun Hong · Dongeun Lee · Kookjin Lee · Noseong Park
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #271
STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction
Yu-Hsuan Wu · Jerry Hu · Weijian Li · Bo-Yu Chen · Han Liu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #118
Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing
Song Xia · Yi Yu · Jiang Xudong · Henghui Ding
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #113
Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift
Yihao Xue · Siddharth Joshi · Dang Nguyen · Baharan Mirzasoleiman
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #246
FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity
Kai Yi · Nidham Gazagnadou · Peter Richtarik · Lingjuan Lyu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #167
Adaptive Federated Learning with Auto-Tuned Clients
Junhyung Lyle Kim · Mohammad Taha Toghani · Cesar Uribe · Anastasios Kyrillidis
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #188
Risk Bounds of Accelerated SGD for Overparameterized Linear Regression
Xuheng Li · Yihe Deng · Jingfeng Wu · Dongruo Zhou · Quanquan Gu
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #52
Leveraging Generative Models for Unsupervised Alignment of Neural Time Series Data
Ayesha Vermani · Il Memming Park · Josue Nassar
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #198
Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal Data
Yongsheng Mei · Mahdi Imani · Tian Lan
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #133
The Cost of Scaling Down Large Language Models: Reducing Model Size Affects Memory before In-context Learning
Tian Jin · Nolan Clement · Xin Dong · Vaishnavh Nagarajan · Michael Carbin · Jonathan Ragan-Kelley · Gintare Karolina Dziugaite
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #219
Class Incremental Learning via Likelihood Ratio Based Task Prediction
Haowei Lin · Yijia Shao · Weinan Qian · Ningxin Pan · Yiduo Guo · Bing Liu
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #44
Initializing Models with Larger Ones
Zhiqiu Xu · Yanjie Chen · Kirill Vishniakov · Yida Yin · Zhiqiang Shen · trevor darrell · Lingjie Liu · Zhuang Liu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #283
SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation
Uiwon Hwang · Jonghyun Lee · Juhyeon Shin · Sungroh Yoon
[ Slides [ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #192
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors
Jonghyun Lee · Dahuin Jung · Saehyung Lee · Junsung Park · Juhyeon Shin · Uiwon Hwang · Sungroh Yoon
[ Slides [ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #136
Circuit Component Reuse Across Tasks in Transformer Language Models
Jack Merullo · Carsten Eickhoff · Ellie Pavlick
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #95
IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs
Yuzhen Mao · Martin Ester · Ke Li
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #197
Graphical Multioutput Gaussian Process with Attention
Yijue Dai · Wenzhong Yan · Feng Yin
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #194
Some Fundamental Aspects about Lipschitz Continuity of Neural Networks
Grigory Khromov · Sidak Pal Singh
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #5
Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
Fuxiao Liu · Kevin Lin · Linjie Li · Jianfeng Wang · Yaser Yacoob · Lijuan Wang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #141
Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs
Xiong Zhou · Xianming Liu · feilong zhang · Gang Wu · Deming Zhai · Junjun Jiang · Xiangyang Ji
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #222
A Probabilistic Framework for Modular Continual Learning
Lazar Valkov · Akash Srivastava · Swarat Chaudhuri · Charles Sutton
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #37
Directly Fine-Tuning Diffusion Models on Differentiable Rewards
Kevin Clark · Paul Vicol · Kevin Swersky · David Fleet
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #258
Transport meets Variational Inference: Controlled Monte Carlo Diffusions
Francisco Vargas · Shreyas Padhy · Denis Blessing · Nikolas Nüsken
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #217
Unsupervised Order Learning
Seon-Ho Lee · Nyeong-Ho Shin · Chang-Su Kim
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #78
Revisiting Link Prediction: a data perspective
Haitao Mao · Juanhui Li · Harry Shomer · Bingheng Li · Wenqi Fan · Yao Ma · Tong Zhao · Neil Shah · Jiliang Tang
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #174
Contrastive Difference Predictive Coding
Chongyi Zheng · Ruslan Salakhutdinov · Benjamin Eysenbach
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #123
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
Haozhe Zhao · Zefan Cai · Shuzheng Si · Xiaojian Ma · Kaikai An · Liang Chen · Zixuan Liu · Sheng Wang · Wenjuan Han · Baobao Chang
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #79
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders
Emanuele Palumbo · Laura Manduchi · Sonia Laguna · Daphné Chopard · Julia E Vogt
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #183
Time Fairness in Online Knapsack Problems
Adam Lechowicz · Rik Sengupta · Bo Sun · Shahin Kamali · Mohammad Hajiesmaili
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #262
Mitigating Emergent Robustness Degradation while Scaling Graph Learning
Xiangchi Yuan · Chunhui Zhang · Yijun Tian · Yanfang Ye · Chuxu Zhang
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #8
From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction
Nima Shoghi · Adeesh Kolluru · John Kitchin · Zachary Ulissi · Larry Zitnick · Brandon Wood
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #62
ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs
Yogesh Verma · Markus Heinonen · Vikas Garg
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #182
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection
Eduardo Dadalto Câmara Gomes · Marco Romanelli · Georg Pichler · Pablo Piantanida
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #83
Elucidating the Exposure Bias in Diffusion Models
Mang Ning · Mingxiao Li · Jianlin Su · Albert Ali Salah · Itir Onal Ertugrul
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #80
MagicDrive: Street View Generation with Diverse 3D Geometry Control
Ruiyuan Gao · Kai Chen · Enze Xie · Lanqing HONG · Zhenguo Li · Dit-Yan Yeung · Qiang Xu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #35
Learning Planning Abstractions from Language
Weiyu Liu · Geng Chen · Joy Hsu · Jiayuan Mao · Jiajun Wu
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #147
Benign Overfitting and Grokking in ReLU Networks for XOR Cluster Data
Zhiwei Xu · Yutong Wang · Spencer Frei · Gal Vardi · Wei Hu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #160
L2P-MIP: Learning to Presolve for Mixed Integer Programming
Chang Liu · Zhichen Dong · Haobo Ma · Weilin Luo · Xijun Li · Bowen Pang · Jia Zeng · Junchi Yan
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #36
Neurosymbolic Grounding for Compositional World Models
Atharva Sehgal · Arya Grayeli · Jennifer Sun · Swarat Chaudhuri
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #31
Multimodal Patient Representation Learning with Missing Modalities and Labels
Zhenbang Wu · Anant Dadu · Nicholas Tustison · Brian Avants · Michael Nalls · Jimeng Sun · Faraz Faghri
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #166
Simple Minimax Optimal Byzantine Robust Algorithm for Nonconvex Objectives with Uniform Gradient Heterogeneity
Tomoya Murata · Kenta Niwa · Takumi Fukami · Iifan Tyou
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #240
Bootstrapping Variational Information Pursuit with Large Language and Vision Models for Interpretable Image Classification
Aditya Chattopadhyay · Kwan Ho Ryan Chan · Rene Vidal
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #23
Don't Judge by the Look: Towards Motion Coherent Video Representation
Yitian Zhang · Yue Bai · Huan Wang · Yizhou Wang · Yun Fu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #6
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
Pan Lu · Hritik Bansal · Tony Xia · Jiacheng Liu · Chunyuan Li · Hannaneh Hajishirzi · Hao Cheng · Kai-Wei Chang · Michel Galley · Jianfeng Gao
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #120
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
Zhibin Gou · Zhihong Shao · Yeyun Gong · yelong shen · Yujiu Yang · Nan Duan · Weizhu Chen
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #297
Toward effective protection against diffusion-based mimicry through score distillation
Haotian Xue · Chumeng Liang · Xiaoyu Wu · Yongxin Chen
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #272
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization
Yidong Wang · Zhuohao Yu · Zhengran Zeng · Linyi Yang · Wenjin Yao · Cunxiang Wang · Hao Chen · Chaoya Jiang · Rui Xie · Jindong Wang · Xing Xie · Wei Ye · Shikun Zhang · Yue Zhang
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #88
DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation
Yueru Luo · Shuguang Cui · Zhen Li
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #206
A Semantic Invariant Robust Watermark for Large Language Models
Aiwei Liu · Leyi Pan · Xuming Hu · Shiao Meng · Lijie Wen
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #175
Illusory Attacks: Information-theoretic detectability matters in adversarial attacks
Tim Franzmeyer · Stephen McAleer · Joao F. Henriques · Jakob Foerster · Philip Torr · Adel Bibi · Christian Schroeder de Witt
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #109
Weakly-supervised Audio Separation via Bi-modal Semantic Similarity
Tanvir Mahmud · Saeed Amizadeh · Kazuhito Koishida · Diana Marculescu
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #270
Chain of Hindsight aligns Language Models with Feedback
Hao Liu · Carmelo Sferrazza · Pieter Abbeel
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #142
Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised Learning
Sheng Li · Chao Wu · Ao Li · Yanzhi Wang · Xulong Tang · Geng Yuan
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #53
Generative Judge for Evaluating Alignment
Junlong Li · Shichao Sun · Weizhe Yuan · Run-Ze Fan · hai zhao · Pengfei Liu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #259
Training Socially Aligned Language Models on Simulated Social Interactions
Ruibo Liu · Ruixin Yang · Chenyan Jia · Ge Zhang · Diyi Yang · Soroush Vosoughi
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #26
ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process
Changyao Tian · Chenxin Tao · Jifeng Dai · Hao Li · Ziheng Li · Lewei Lu · Xiaogang Wang · Hongsheng Li · Gao Huang · Xizhou Zhu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #129
Towards Understanding Sycophancy in Language Models
Mrinank Sharma · Meg Tong · Tomek Korbak · David Duvenaud · Amanda Askell · Sam Bowman · Esin DURMUS · Zac Hatfield-Dodds · Scott Johnston · Shauna Kravec · Timothy Maxwell · Sam McCandlish · Kamal Ndousse · Oliver Rausch · Nicholas Schiefer · Da Yan · Miranda Zhang · Ethan Perez
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #173
$\pi$2vec: Policy Representation with Successor Features
Gianluca Scarpellini · Ksenia Konyushkova · Claudio Fantacci · Thomas Paine · Yutian Chen · Misha Denil
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #124
Matrix Manifold Neural Networks++
Xuan Son Nguyen · Yang · Aymeric Histace
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #165
Optimistic Bayesian Optimization with Unknown Constraints
Quoc Phong Nguyen · Wan Theng Ruth Chew · Le Song · Bryan Kian Hsiang Low · Patrick Jaillet
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #269
Rethinking and Extending the Probabilistic Inference Capacity of GNNs
Tuo Xu · Lei Zou
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #106
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
Siming Yan · Yuqi Yang · Yu-Xiao Guo · Hao Pan · Peng-Shuai Wang · 童欣 TONG XIN · Yang Liu · Qixing Huang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #114
Expressive Losses for Verified Robustness via Convex Combinations
Alessandro De Palma · Rudy R Bunel · Krishnamurthy Dvijotham · M. Pawan Kumar · Robert Stanforth · Alessio Lomuscio
[ Slides [ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #216
Learning to Reject Meets Long-tail Learning
Harikrishna Narasimhan · Aditya Krishna Menon · Wittawat Jitkrittum · Neha Gupta · Sanjiv Kumar
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #54
Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework
Eliya Segev · Maya Alroy · Ronen Katsir · Noam Wies · Ayana Shenhav · Yael Ben-Oren · David Zar · Oren Tadmor · Jacob Bitterman · Amnon Shashua · Tal Rosenwein
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #280
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity
Melissa Hall · Candace Ross · Adina Williams · Nicolas Carion · Michal Drozdzal · Adriana Romero-Soriano
[ Poster
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #234
A Fast and Provable Algorithm for Sparse Phase Retrieval
Jian-Feng Cai · Yu Long · Ruixue WEN · Jiaxi Ying
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #276
Multilingual Jailbreak Challenges in Large Language Models
Yue Deng · Wenxuan Zhang · Sinno Pan · Lidong Bing
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #163
Det-CGD: Compressed Gradient Descent with Matrix Stepsizes for Non-Convex Optimization
Hanmin Li · Avetik Karagulyan · Peter Richtarik
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #236
Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment
Geyang Guo · Ranchi Zhao · Tianyi Tang · Xin Zhao · Ji-Rong Wen
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #251
Predictive auxiliary objectives in deep RL mimic learning in the brain
Ching Fang · Kimberly Stachenfeld
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #55
CPPO: Continual Learning for Reinforcement Learning with Human Feedback
Han Zhang · Yu Lei · Lin Gui · Min Yang · Yulan He · HUI WANG · Ruifeng Xu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #117
Robust NAS under adversarial training: benchmark, theory, and beyond
Yongtao Wu · Fanghui Liu · Carl-Johann Simon-Gabriel · Grigorios Chrysos · Volkan Cevher
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #57
AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval
Qi Yan · Raihan Seraj · Jiawei He · Lili Meng · Tristan Sylvain
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #103
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL
Hao Sun · Alihan Hüyük · Mihaela van der Schaar
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #158
Revisiting the Last-Iterate Convergence of Stochastic Gradient Methods
Zijian Liu · Zhengyuan Zhou
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #243
Towards Transparent Time Series Forecasting
Krzysztof Kacprzyk · Tennison Liu · Mihaela van der Schaar
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #81
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge
Beomsu Kim · Gihyun Kwon · Kwanyoung Kim · Jong Ye
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #215
Exploring Diffusion Time-steps for Unsupervised Representation Learning
Zhongqi Yue · Jiankun Wang · Qianru Sun · Lei Ji · Eric Chang · Hanwang Zhang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #56
DiffAR: Denoising Diffusion Autoregressive Model for Raw Speech Waveform Generation
Roi Benita · Michael Elad · Joseph Keshet
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #151
Soft Contrastive Learning for Time Series
Seunghan Lee · Taeyoung Park · Kibok Lee
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #41
LipVoicer: Generating Speech from Silent Videos Guided by Lip Reading
Yochai Yemini · Aviv Shamsian · Lior Bracha · Sharon Gannot · Ethan Fetaya
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #132
Emu: Generative Pretraining in Multimodality
Quan Sun · Qiying Yu · Yufeng Cui · Fan Zhang · Xiaosong Zhang · Yueze Wang · Hongcheng Gao · Jingjing Liu · Tiejun Huang · Xinlong Wang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #289
Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models
Fei Shen · Hu Ye · Jun Zhang · Cong Wang · Xiao Han · Yang Wei
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #177
Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting
Enyi Jiang · Yibo Jacky Zhang · Sanmi Koyejo
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #292
Teaching Language Models to Hallucinate Less with Synthetic Tasks
Erik Jones · Hamid Palangi · Clarisse Ribeiro · Varun Chandrasekaran · Subhabrata Mukherjee · Arindam Mitra · Ahmed H Awadallah · Ece Kamar
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #27
Neural Polynomial Gabor Fields for Macro Motion Analysis
Chen Geng · Koven Yu · Sida Peng · Xiaowei Zhou · Jiajun Wu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #28
On the Analysis of GAN-based Image-to-Image Translation with Gaussian Noise Injection
Chaohua Shi · Kexin Huang · Lu Gan · Hongqing Liu · Mingrui Zhu · Nannan Wang · Xinbo Gao
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #97
On the Learnability of Watermarks for Language Models
Chenchen Gu · XIANG LI · Percy Liang · Tatsunori Hashimoto
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #296
BadEdit: Backdooring Large Language Models by Model Editing
Yanzhou Li · Tianlin Li · Kangjie Chen · Jian Zhang · Shangqing Liu · Wenhan Wang · Tianwei Zhang · Yang Liu
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #264
Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuning
Haobo SONG · Hao Zhao · Soumajit Majumder · Tao Lin
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #46
LEMON: Lossless model expansion
Yite Wang · Jiahao Su · Hanlin Lu · Cong Xie · Tianyi Liu · Jianbo Yuan · Haibin Lin · Ruoyu Sun · Hongxia Yang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #66
Parametric Augmentation for Time Series Contrastive Learning
Xu Zheng · Tianchun Wang · Wei Cheng · Aitian Ma · Haifeng Chen · Mo Sha · Dongsheng Luo
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #10
Navigating the Design Space of Equivariant Diffusion-Based Generative Models for De Novo 3D Molecule Generation
Tuan Le · Julian Cremer · Frank Noe · Djork-Arné Clevert · Kristof T. Schütt
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #138
BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
Zhen Xiang · Fengqing Jiang · Zidi Xiong · Bhaskar Ramasubramanian · Radha Poovendran · Bo Li
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #227
Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches
Lingxuan Wu · Xiao Yang · Yinpeng Dong · Liuwei XIE · Hang Su · Jun Zhu
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #42
Fast-ELECTRA for Efficient Pre-training
Chengyu Dong · Liyuan Liu · Hao Cheng · Jingbo Shang · Jianfeng Gao · Xiaodong Liu
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #67
Learning with Language-Guided State Abstractions
Andi Peng · Ilia Sucholutsky · Belinda Li · Theodore Sumers · Thomas L. Griffiths · Jacob Andreas · Julie Shah
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #187
Out-Of-Domain Unlabeled Data Improves Generalization
seyed amir hossein saberi · Amir Najafi · Alireza Heidari · Mohammad Hosein Movasaghinia · Abolfazl Motahari · Babak HosseinKhalaj
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #64
Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck
Marco Federici · Patrick Forré · Ryota Tomioka · Bas Veeling
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #255
Meta-Evolve: Continuous Robot Evolution for One-to-many Policy Transfer
Xingyu Liu · Deepak Pathak · DING ZHAO
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #169
Learning from Sparse Offline Datasets via Conservative Density Estimation
Zhepeng Cen · Zuxin Liu · Zitong Wang · Yihang Yao · Henry Lam · DING ZHAO
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #200
Analytically Tractable Hidden-States Inference in Bayesian Neural Networks
Luong-Ha Nguyen · James-A. Goulet
[ Poster [ JMLR
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #164
Fiber Monte Carlo
Nick Richardson · Deniz Oktay · Yaniv Ovadia · James Bowden · Ryan P Adams
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #218
A Framework and Benchmark for Deep Batch Active Learning for Regression
David Holzmüller · Viktor Zaverkin · Johannes Kästner · Ingo Steinwart
[ Poster [ JMLR
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #168
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
Zhibin Gou · Zhihong Shao · Yeyun Gong · yelong shen · Yujiu Yang · Minlie Huang · Nan Duan · Weizhu Chen
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #145
Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization
Marin Scalbert · Maria Vakalopoulou · Florent Couzinie-Devy
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #63
Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting
Yuxin Li · Wenchao Chen · Xinyue Hu · Bo Chen · baolin sun · Mingyuan Zhou
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #143
LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures
Vimal Thilak · Chen Huang · Omid Saremi · Laurent Dinh · Hanlin Goh · Preetum Nakkiran · Joshua Susskind · Etai Littwin
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #230
Effective and Efficient Federated Tree Learning on Hybrid Data
Qinbin Li · Chulin Xie · Xiaojun Xu · Xiaoyuan Liu · Ce Zhang · Bo Li · Bingsheng He · Dawn Song
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #205
Byzantine Robust Cooperative Multi-Agent Reinforcement Learning as a Bayesian Game
Simin Li · Jun Guo · Jingqiao Xiu · Ruixiao Xu · Xin Yu · Jiakai Wang · Aishan Liu · Yaodong Yang · Xianglong Liu
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #91
Unsupervised Pretraining for Fact Verification by Language Model Distillation
Adrian Bazaga · Pietro Lio · Gos Micklem
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #84
FLD: Fourier Latent Dynamics for Structured Motion Representation and Learning
Chenhao Li · Elijah Stanger-Jones · Steve Heim · Sang bae Kim
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #71
Neural Language of Thought Models
Yi-Fu Wu · Minseung Lee · Sungjin Ahn
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #294
Compositional Generative Inverse Design
Tailin Wu · Takashi Maruyama · Long Wei · Tao Zhang · Yilun Du · Gianluca Iaccarino · Jure Leskovec
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #13
Evaluating Representation Learning on the Protein Structure Universe
Arian Jamasb · Alex Morehead · Zuobai Zhang · Chaitanya Joshi · Kieran Didi · Simon Mathis · Charles Harris · Jian Tang · Jianlin Cheng · Pietro Lio · Tom Blundell
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #9
Dynamics-Informed Protein Design with Structure Conditioning
Urszula Julia Komorowska · Simon Mathis · Kieran Didi · Francisco Vargas · Pietro Lio · Mateja Jamnik
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #225
AdaMerging: Adaptive Model Merging for Multi-Task Learning
Enneng Yang · Zhenyi Wang · Li Shen · Shiwei Liu · Guibing Guo · Xingwei Wang · Dacheng Tao
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #127
AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ
Jonas Belouadi · Anne Lauscher · Steffen Eger
[ Slides [ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #261
Thin-Shell Object Manipulations With Differentiable Physics Simulations
Yian Wang · Juntian Zheng · Zhehuan Chen · Zhou Xian · Gu Zhang · Chao Liu · Chuang Gan
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #99
Towards Best Practices of Activation Patching in Language Models: Metrics and Methods
Fred Zhang · Neel Nanda
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #128
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
Suyu Ge · Yunan Zhang · Liyuan Liu · Minjia Zhang · Jiawei Han · Jianfeng Gao
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #110
Towards Principled Representation Learning from Videos for Reinforcement Learning
Dipendra Kumar Misra · Akanksha Saran · Tengyang Xie · Alex Lamb · John Langford
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #33
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
Yung-Sung Chuang · Yujia Xie · Hongyin Luo · Yoon Kim · James R Glass · Pengcheng He
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #140
Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs
Feiyang Kang · Hoang Anh Just · Yifan Sun · Himanshu Jahagirdar · Yuanzhi Zhang · Rongxing Du · Anit Kumar Sahu · Ruoxi Jia
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #115
RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies
Hao Cheng · Qingsong Wen · Yang Liu · Liang Sun
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #48
Measuring Vision-Language STEM Skills of Neural Models
Jianhao Shen · Ye Yuan · Srbuhi Mirzoyan · Ming Zhang · Chenguang Wang
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #156
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
Yi-Lin Sung · Jaehong Yoon · Mohit Bansal
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #265
A unique M-pattern for micro-expression spotting in long videos
Jinxuan Wang · Shiting Xu · Tong Zhang
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #107
A Mutual Information Perspective on Federated Contrastive Learning
Christos Louizos · Matthias Reisser · Denis Korzhenkov
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #43
DeepZero: Scaling Up Zeroth-Order Optimization for Deep Model Training
AOCHUAN CHEN · Yimeng Zhang · Jinghan Jia · James Diffenderfer · Konstantinos Parasyris · Jiancheng Liu · Yihua Zhang · Zheng Zhang · Bhavya Kailkhura · Sijia Liu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #204
Locality Sensitive Sparse Encoding for Learning World Models Online
Zichen Liu · Chao Du · Wee Sun Lee · Min Lin
[ Slides [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #131
Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models
Erfan Shayegani · Yue Dong · Nael Abu-Ghazaleh
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #202
Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning
Ge Li · Hongyi Zhou · Dominik Roth · Serge Thilges · Fabian Otto · Rudolf Lioutikov · Gerhard Neumann
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #171
Flow to Better: Offline Preference-based Reinforcement Learning via Preferred Trajectory Generation
Zhilong Zhang · Yihao Sun · Junyin Ye · Tian-Shuo Liu · Jiaji Zhang · Yang Yu
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #267
VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition
Chenyu Liu · XINLIANG ZHOU · Zhengri Zhu · Liming Zhai · Ziyu Jia · Yang Liu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #15
Neural Rate Control for Learned Video Compression
yiwei zhang · Guo Lu · Yunuo Chen · Shen Wang · Yibo Shi · Jing Wang · Li Song
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #254
Harnessing Density Ratios for Online Reinforcement Learning
Philip Amortila · Dylan Foster · Nan Jiang · Ayush Sekhari · Tengyang Xie
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #11
Sliced Denoising: A Physics-Informed Molecular Pre-Training Method
yuyan ni · Shikun Feng · Wei-Ying Ma · Zhi-Ming Ma · Yanyan Lan
[ Slides [ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #279
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection
Jiawei Liang · Siyuan Liang · Aishan Liu · Xiaojun Jia · Junhao Kuang · Xiaochun Cao
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #281
ASID: Active Exploration for System Identification in Robotic Manipulation
Marius Memmel · Andrew Wagenmaker · Chuning Zhu · Dieter Fox · Abhishek Gupta
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #208
Efficient Inverse Multiagent Learning
Denizalp Goktas · Amy Greenwald · Sadie Zhao · Alec Koppel · Sumitra Ganesh
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #159
Neural Neighborhood Search for Multi-agent Path Finding
Zhongxia Yan · Cathy Wu
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #134
MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning
Zayne Sprague · Xi Ye · Kaj Bostrom · Swarat Chaudhuri · Greg Durrett
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #149
Pushing Boundaries: Mixup's Influence on Neural Collapse
Quinn Fisher · Haoming Meng · Vardan Papyan
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #135
EBMDock: Neural Probabilistic Protein-Protein Docking via a Differentiable Energy Model
Huaijin Wu · Wei Liu · Yatao Bian · Jiaxiang Wu · Nianzu Yang · Junchi Yan
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #126
Going Beyond Neural Network Feature Similarity: The Network Feature Complexity and Its Interpretation Using Category Theory
Yiting Chen · Zhanpeng Zhou · Junchi Yan
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #189
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation
Yaofo Chen · Shuaicheng Niu · Yaowei Wang · Shoukai Xu · Hengjie Song · Mingkui Tan
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #295
Better Neural PDE Solvers Through Data-Free Mesh Movers
Peiyan Hu · Yue Wang · Zhi-Ming Ma
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #60
PhyloGFN: Phylogenetic inference with generative flow networks
MING YANG ZHOU · Zichao Yan · Elliot Layne · Nikolay Malkin · Dinghuai Zhang · Moksh Jain · Mathieu Blanchette · Yoshua Bengio
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #268
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications
Paul Liang · Chun Kai Ling · Yun Cheng · Alexander Obolenskiy · Yudong Liu · Rohan Pandey · Alex Wilf · Louis-Philippe Morency · Russ Salakhutdinov
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #39
CausalLM is not optimal for in-context learning
Nan Ding · Tomer Levinboim · Jialin Wu · Sebastian Goodman · Radu Soricut
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #154
REFACTOR: Learning to Extract Theorems from Proofs
Jin Zhou · Yuhuai Wu · Qiyang Li · Roger Grosse
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #77
From Posterior Sampling to Meaningful Diversity in Image Restoration
Noa Cohen · Hila Manor · Yuval Bahat · Tomer Michaeli
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #153
Transformer Fusion with Optimal Transport
Moritz Imfeld · Jacopo Graldi · Marco Giordano · Thomas Hofmann · Sotiris Anagnostidis · Sidak Pal Singh
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #29
Neural SDF Flow for 3D Reconstruction of Dynamic Scenes
wei mao · Richard Hartley · Mathieu Salzmann · Wei Mao
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #172
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding
Alizée Pace · Hugo Yèche · Bernhard Schoelkopf · Gunnar Ratsch · Guy Tennenholtz
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #18
P2Seg: Pointly-supervised Segmentation via Mutual Distillation
Zipeng Wang · Xuehui Yu · Xumeng Han · Wenwen Yu · Zhixun Huang · Jianbin Jiao · Zhenjun Han
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #185
Combinatorial Bandits for Maximum Value Reward Function under Value-Index Feedback
Yiliu Wang · Wei Chen · Milan Vojnovic
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #195
Node2ket: Efficient High-Dimensional Network Embedding in Quantum Hilbert Space
Hao Xiong · Yehui Tang · Yunlin He · Wei Tan · Junchi Yan
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #179
Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark
Yehui Tang · Hao Xiong · Nianzu Yang · Tailong Xiao · Junchi Yan
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #75
TUVF: Learning Generalizable Texture UV Radiance Fields
An-Chieh Cheng · Xueting Li · Sifei Liu · Xiaolong Wang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #186
Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits
Wang Chi Cheung · Vincent Tan · Zixin Zhong
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #207
Fast Imitation via Behavior Foundation Models
Matteo Pirotta · Andrea Tirinzoni · Ahmed Touati · Alessandro Lazaric · Yann Ollivier
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #277
Procedural Fairness Through Decoupling Objectionable Data Generating Components
Zeyu Tang · Jialu Wang · Yang Liu · Peter Spirtes · Kun Zhang
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #98
OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
Guan Wang · Sijie Cheng · Xianyuan Zhan · Xiangang Li · Sen Song · Yang Liu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #51
A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
Tommaso Salvatori · Yuhang Song · Yordan Yordanov · Beren Millidge · Lei Sha · Cornelius Emde · Zhenghua Xu · Rafal Bogacz · Thomas Lukasiewicz
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #89
Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks
Tianyu Fan · Lirong Wu · Yufei Huang · Haitao Lin · Cheng Tan · Zhangyang Gao · Stan Z Li
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #238
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
Xianjun Yang · Wei Cheng · Yue Wu · Linda Petzold · William Wang · Haifeng Chen
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #245
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis
DIPANJYOTI PAUL · Arpita Chowdhury · Xinqi Xiong · Feng-Ju Chang · David Carlyn · Samuel Stevens · Kaiya Provost · Anuj Karpatne · Bryan Carstens · Daniel Rubenstein · Charles Stewart · Tanya Berger-Wolf · Yu Su · Wei-Lun Chao
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #191
Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?
Cheng Han · Qifan Wang · Yiming Cui · Wenguan Wang · Lifu Huang · Siyuan Qi · Dongfang Liu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #201
Implicit Maximum a Posteriori Filtering via Adaptive Optimization
Gianluca Bencomo · Jake Snell · Thomas L. Griffiths
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #252
Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data
Shikai Fang · Xin Yu · Zheng Wang · Shibo Li · Mike Kirby · Shandian Zhe
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #181
Doubly Robust Proximal Causal Learning for Continuous Treatments
Yong Wu · Yanwei Fu · Shouyan Wang · Xinwei Sun
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #274
Polynomial Width is Sufficient for Set Representation with High-dimensional Features
Peihao Wang · Shenghao Yang · Shu Li · Zhangyang Wang · Pan Li
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #93
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models
Thomas Zollo · Todd Morrill · Zhun Deng · Jake Snell · Toniann Pitassi · Richard Zemel
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #85
Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models
Senmao Li · Joost van de Weijer · taihang Hu · Fahad Khan · Qibin Hou · Yaxing Wang · jian Yang
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #293
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation
Devavrat Tomar · Guillaume Vray · Jean-Philippe Thiran · Behzad Bozorgtabar
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #176
Efficient ConvBN Blocks for Transfer Learning and Beyond
Kaichao You · Guo Qin · Anchang Bao · Meng Cao · Ping Huang · Jiulong Shan · Mingsheng Long
[ Slides [ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #108
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression
Runtian Zhai · Bingbin Liu · Andrej Risteski · J Kolter · Pradeep K Ravikumar
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #101
Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models
Archiki Prasad · Elias Stengel-Eskin · Mohit Bansal
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #130
Dissecting learning and forgetting in language model finetuning
Xiao Zhang · Ji Wu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #180
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View
HAOYUE DAI · Ignavier Ng · Gongxu Luo · Petar Stojanov · Peter Spirtes · Kun Zhang
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #223
Tangent Transformers for Composition,Privacy and Removal
Tian Yu Liu · Aditya Golatkar · Stefano Soatto
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #228
Beyond Memorization: Violating Privacy via Inference with Large Language Models
Robin Staab · Mark Vero · Mislav Balunovic · Martin Vechev
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #150
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
Ming Jin · Shiyu Wang · Lintao Ma · Zhixuan Chu · James Zhang · Xiaoming Shi · Pin-Yu Chen · Yuxuan Liang · Yuan-Fang Li · Shirui Pan · Qingsong Wen
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #32
GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs
Pengcheng Jiang · Cao Xiao · Adam Cross · Jimeng Sun
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #74
Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video
Xiangming Zhu · Huayu Deng · Haochen Yuan · Yunbo Wang · Xiaokang Yang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #161
MixSATGEN: Learning Graph Mixing for SAT Instance Generation
Xinyan Chen · Yang Li · Runzhong Wang · Junchi Yan
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #148
Layer-wise linear mode connectivity
Linara Adilova · Maksym Andriushchenko · Michael Kamp · Asja Fischer · Martin Jaggi
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #250
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
Aojun Zhou · Ke Wang · Zimu Lu · Weikang Shi · Sichun Luo · Zipeng Qin · Shaoqing Lu · Anya Jia · Linqi Song · Mingjie Zhan · Hongsheng Li
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #210
Addressing Signal Delay in Deep Reinforcement Learning
Wei Wang · Dongqi Han · Xufang Luo · Dongsheng Li
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #229
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
Xinyu Tang · Richard Shin · Huseyin Inan · Andre Manoel · Niloofar Mireshghallah · Zinan Lin · Sivakanth Gopi · Janardhan Kulkarni · Robert Sim
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #25
CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception
Jiachen Sun · Haizhong Zheng · Qingzhao Zhang · Atul Prakash · Zhuoqing Mao · Chaowei Xiao
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #112
Robust Classification via Regression for Learning with Noisy Labels
Erik Englesson · Hossein Azizpour
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #196
Reverse Diffusion Monte Carlo
Xunpeng Huang · Hanze Dong · Yifan HAO · Yian Ma · Tong Zhang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #224
Spurious Feature Diversification Improves Out-of-distribution Generalization
LIN Yong · Lu Tan · Yifan HAO · Honam Wong · Hanze Dong · WEIZHONG ZHANG · Yujiu Yang · Tong Zhang
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #244
Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition
Sangyu Han · Yearim Kim · Nojun Kwak
[ Slides [ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #49
Synaptic Weight Distributions Depend on the Geometry of Plasticity
Roman Pogodin · Jonathan Cornford · Arna Ghosh · Gauthier Gidel · Guillaume Lajoie · Blake A Richards
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #17
Efficient Streaming Language Models with Attention Sinks
Guangxuan Xiao · Yuandong Tian · Beidi Chen · Song Han · Mike Lewis
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #94
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Yukang Chen · Shengju Qian · Haotian Tang · Xin Lai · Zhijian Liu · Song Han · Jiaya Jia
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #61
Let's do the time-warp-attend: Learning topological invariants of dynamical systems
Noa Moriel · Matt Ricci · Mor Nitzan
[ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #139
CABINET: Content Relevance-based Noise Reduction for Table Question Answering
Sohan Patnaik · Heril Changwal · Milan Aggarwal · Sumit Bhatia · Yaman Singla · Balaji Krishnamurthy
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #65
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
Defu Cao · Furong Jia · Sercan Arik · Tomas Pfister · Yixiang Zheng · Wen Ye · Yan Liu
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #30
Hybrid Sharing for Multi-Label Image Classification
Zihao Yin · Chen Gan · Kelei He · Yang Gao · Junfeng Zhang
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #4
A Foundation Model for Error Correction Codes
Yoni Choukroun · Lior Wolf
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #275
A Generalist Agent
Jackie Kay · Sergio Gómez Colmenarejo · Mahyar Bordbar · Mai Giménez · Oriol Vinyals · Scott Reed · Tom Eccles · Ali Razavi · Yury Sulsky · Ashley Edwards · Raia Hadsell · Nando Freitas · Alexander Novikov · Yutian Chen · Jake Bruce · Emilio Parisotto · Konrad Zolna · Jost Springenberg · Nicolas Heess · Gabriel Barth-maron
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #58
InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules
Yanqi Bao · Tianyu Ding · Jing Huo · Wenbin Li · Yuxin Li · Yang Gao
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #73
Graph Generation with $K^2$-trees
Yunhui Jang · Dongwoo Kim · Sungsoo Ahn
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #152
Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation
Konstantin Hess · Valentyn Melnychuk · Dennis Frauen · Stefan Feuerriegel
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #256
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
Kezhi Kong · Jiani Zhang · Zhengyuan Shen · Balasubramaniam Srinivasan · Chuan Lei · Christos Faloutsos · Huzefa Rangwala · George Karypis
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #257
Lemur: Integrating Large Language Models in Automated Program Verification
Haoze Wu · Clark Barrett · Nina Narodytska
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #105
A Simple and Effective Pruning Approach for Large Language Models
Mingjie Sun · Zhuang Liu · Anna Bair · J Kolter
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #92
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
Dawei Zhu · Nan Yang · Liang Wang · Yifan Song · Wenhao Wu · Furu Wei · Sujian Li
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #22
Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization
Yuhang Zang · Hanlin Goh · Joshua Susskind · Chen Huang
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #104
ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models
Sunghyeon Woo · SunWoo Lee · Dongsuk Jeon
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #242
Leveraging Optimization for Adaptive Attacks on Image Watermarks
Nils Lukas · Abdelrahman Ahmed · Lucas Fenaux · Florian Kerschbaum
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #68
Task Planning for Visual Room Rearrangement under Partial Observability
Karan Mirakhor · Sourav Ghosh · DIPANJAN DAS · Brojeshwar Bhowmick
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #260
JoMA: Demystifying Multilayer Transformers via Joint Dynamics of MLP and Attention
Yuandong Tian · Yiping Wang · Zhenyu Zhang · Beidi Chen · Simon Du
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #121
ReMasker: Imputing Tabular Data with Masked Autoencoding
Tianyu Du · Luca Melis · Ting Wang
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #122
Exploring Weight Balancing on Long-Tailed Recognition Problem
Naoya Hasegawa · Issei Sato
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #100
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models
Jung Hwan Heo · Jeonghoon Kim · Beomseok Kwon · Byeongwook Kim · Se Jung Kwon · Dongsoo Lee
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #72
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
Yuren Cong · Mengmeng Xu · Christian Simon · Shoufa Chen · Jiawei Ren · Yanping Xie · Juan-Manuel Perez-Rua · Bodo Rosenhahn · Tao Xiang · Sen He
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #82
Navigating Text-To-Image Customization: From LyCORIS Fine-Tuning to Model Evaluation
Shih-Ying Yeh · Yu-Guan Hsieh · Zhidong Gao · Bernard Yang · Giyeong Oh · Yanmin Gong
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #263
Private Zeroth-Order Nonsmooth Nonconvex Optimization
Qinzi Zhang · Hoang Tran · Ashok Cutkosky
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #287
WebArena: A Realistic Web Environment for Building Autonomous Agents
Shuyan Zhou · Frank F Xu · Hao Zhu · Xuhui Zhou · Robert Lo · Abishek Sridhar · Xianyi Cheng · Tianyue Ou · Yonatan Bisk · Daniel Fried · Uri Alon · Graham Neubig
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #291
Benign Oscillation of Stochastic Gradient Descent with Large Learning Rate
Miao Lu · Beining Wu · Xiaodong Yang · Difan Zou
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #209
Uncertainty-aware Constraint Inference in Inverse Constrained Reinforcement Learning
Sheng Xu · Guiliang Liu
[ Slides [ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #184
Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time
Yuzhou Gu · Zhao Song · Junze Yin · Lichen Zhang
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #199
Implicit Neural Representation Inference for Low-Dimensional Bayesian Deep Learning
Panagiotis Dimitrakopoulos · Giorgos Sfikas · Christophoros Nikou
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #211
Demystifying CLIP Data
Hu Xu · Saining Xie · Xiaoqing Tan · Po-Yao Huang · Russell Howes · Vasu Sharma · Shang-Wen Li · Gargi Ghosh · Luke Zettlemoyer · Christoph Feichtenhofer
[ Slides [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #233
Fusion Is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection
Zhiyuan Cheng · Hongjun Choi · Shiwei Feng · James Liang · Guanhong Tao · Dongfang Liu · Michael Zuzak · Xiangyu Zhang
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #111
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping
Tim Lebailly · Thomas Stegmüller · Behzad Bozorgtabar · Jean-Philippe Thiran · Tinne Tuytelaars
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #282
EX-Graph: A Pioneering Dataset Bridging Ethereum and X
Qian Wang · Zhen Zhang · Zemin Liu · Shengliang Lu · Bingqiao Luo · Bingsheng He
[ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #232
Conformal Risk Control
Anastasios Angelopoulos · Stephen Bates · Adam Fisch · Lihua Lei · Tal Schuster
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #220
Zero-Shot Continuous Prompt Transfer: Generalizing Task Semantics Across Language Models
Zijun Wu · Yongkang Wu · Lili Mou
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #34
ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation
Bo Zhang · Xinyu Cai · Jiakang Yuan · Donglin Yang · Jianfei Guo · Xiangchao Yan · Renqiu Xia · Botian Shi · Min Dou · Tao Chen · Si Liu · Junchi Yan · Yu Qiao
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #47
Defining Expertise: Applications to Treatment Effect Estimation
Alihan Hüyük · Qiyao Wei · Alicia Curth · Mihaela van der Schaar
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #38
A Variational Perspective on Solving Inverse Problems with Diffusion Models
Morteza Mardani · Jiaming Song · Jan Kautz · Arash Vahdat
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #231
LipSim: A Provably Robust Perceptual Similarity Metric
Sara Ghazanfari · Alexandre Araujo · Prashanth Krishnamurthy · Farshad Khorrami · Siddharth Garg
[ Slides [ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #116
Project and Probe: Sample-Efficient Adaptation by Interpolating Orthogonal Features
Annie Chen · Yoonho Lee · Amrith Setlur · Sergey Levine · Chelsea Finn
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #285
LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference
Yifan Feng · Yihe Luo · Shihui Ying · Yue Gao
[ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #286
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation
Kimia Hamidieh · Haoran Zhang · Swami Sankaranarayanan · Marzyeh Ghassemi
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #12
Multimodal Molecular Pretraining via Modality Blending
Qiying Yu · Yudi Zhang · yuyan ni · Shikun Feng · Yanyan Lan · Hao Zhou · Jingjing Liu
[ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #40
Masks, Signs, And Learning Rate Rewinding
Advait Gadhikar · Rebekka Burkholz
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #146
Probabilistic Self-supervised Representation Learning via Scoring Rules Minimization
Amirhossein Vahidi · Simon Schosser · Lisa Wimmer · Yawei Li · Bernd Bischl · Eyke Hüllermeier · Mina Rezaei
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #14
Protein Discovery with Discrete Walk-Jump Sampling
Nathan Frey · Dan Berenberg · Karina Zadorozhny · Joseph Kleinhenz · Julien Lafrance-Vanasse · Isidro Hotzel · Yan Wu · Stephen Ra · Richard Bonneau · Kyunghyun Cho · Andreas Loukas · Vladimir Gligorijevic · Saeed Saremi
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #248
Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries
Haitz Sáez de Ocáriz Borde · Anastasis Kratsios
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #253
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm
Shurui Gui · Xiner Li · Shuiwang Ji
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #203
Modeling Boundedly Rational Agents with Latent Inference Budgets
Athul Jacob · Abhishek Gupta · Jacob Andreas
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #7
Equivariant Scalar Fields for Molecular Docking with Fast Fourier Transforms
Bowen Jing · Tommi Jaakkola · Bonnie Berger
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #119
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
Yuan Gao · WEIZHONG ZHANG · Wenhan Luo · Lin Ma · Jin-Gang Yu · Gui-Song Xia · Jiayi Ma
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #214
Retrieval-Enhanced Contrastive Vision-Text Models
Ahmet Iscen · Mathilde Caron · Alireza Fathi · Cordelia Schmid
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #21
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization
Yang Jin · Kun Xu · Kun Xu · Liwei Chen · Chao Liao · Jianchao Tan · Quzhe Huang · Bin CHEN · Chengru Song · dai meng · Di ZHANG · Wenwu Ou · Kun Gai · Yadong MU
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #162
Linear attention is (maybe) all you need (to understand Transformer optimization)
Kwangjun Ahn · Xiang Cheng · Minhak Song · Chulhee Yun · Ali Jadbabaie · Suvrit Sra
[ Poster [ OpenReview
Spotlight Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #90
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision
Haoning Wu · Zicheng Zhang · Erli Zhang · Chaofeng Chen · Liang Liao · Annan Wang · Chunyi Li · Wenxiu Sun · Qiong Yan · Guangtao Zhai · Weisi Lin
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #178
Identifiable Latent Polynomial Causal Models through the Lens of Change
Yuhang Liu · Zhen Zhang · Dong Gong · Mingming Gong · Biwei Huang · Anton Hengel · Kun Zhang · Qinfeng Shi
[ Poster [ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #96
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
Izzeddin Gur · Hiroki Furuta · Austin Huang · Mustafa Safdari · Yutaka Matsuo · Douglas Eck · Aleksandra Faust
[ OpenReview
Poster
Tue May 07 01:45 AM -- 03:45 AM (PDT) @ Halle B #278
CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?
Ibrahim Alabdulmohsin · Xiao Wang · Andreas Steiner · Priya Goyal · Alexander D'Amour · Xiaohua Zhai
[ Poster [ OpenReview