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Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-618
Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization
In Poster Session 3 West
Xinyu Luo · Cedar Site Bai · Bolian Li · Petros Drineas · Ruqi Zhang · Brian Bullins
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-101
AdaWorld: Learning Adaptable World Models with Latent Actions
In Poster Session 3 West
Shenyuan Gao · Siyuan Zhou · Yilun Du · Jun Zhang · Chuang Gan
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-313
NeuroTree: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders
In Poster Session 3 West
Jun-En Ding · Dongsheng Luo · Chenwei Wu · Feng Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-920
Faster Stochastic Optimization with Arbitrary Delays via Adaptive Asynchronous Mini-Batching
In Poster Session 3 West
Amit Attia · Ofir Gaash · Tomer Koren
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-614
Inverse Optimization via Learning Feasible Regions
In Poster Session 3 West
Ke Ren · Peyman Mohajerin Esfahani · Angelos Georghiou
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-717
Provable Policy Gradient for Robust Average-Reward MDPs Beyond Rectangularity
In Poster Session 3 West
Qiuhao Wang · Yuqi Zha · Chin Pang Ho · Marek Petrik
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-308
Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations
In Poster Session 3 West
Jason Qin · Hans-Hermann Wessels · Carlos Fernandez-Granda · Yuhan Hao
[ Slides]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-817
Towards a Formal Theory of Representational Compositionality
In Poster Session 3 West
Eric Elmoznino · Thomas Jiralerspong · Yoshua Bengio · Guillaume Lajoie
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-515
EquivaMap: Leveraging LLMs for Automatic Equivalence Checking of Optimization Formulations
In Poster Session 3 West
Haotian Zhai · Connor Lawless · Ellen Vitercik · Liu Leqi
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-402
Alberta Wells Dataset: Pinpointing Oil and Gas Wells from Satellite Imagery
In Poster Session 3 West
Pratinav Seth · Michelle Lin · BREFO YAW · Jade Boutot · Mary Kang · David Rolnick
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-419
LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces
In Poster Session 3 West
Rashid Mushkani · Perampalli Shravan Nayak · Hugo Berard · Allison Cohen · Shin Koseki · Hadrien Bertrand
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-901
Improved Learning via k-DTW: A Novel Dissimilarity Measure for Curves
In Poster Session 3 West
Amer Krivosija · Alexander Munteanu · André Nusser · Chris Schwiegelshohn
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-511
Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction
In Poster Session 3 West
Yudong W Xu · Wenhao Li · Scott Sanner · Elias Khalil
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-820
Can Transformers Reason Logically? A Study in SAT Solving
In Poster Session 3 West
Leyan Pan · Vijay Ganesh · Jacob Abernethy · Chris Esposo · Wenke Lee
[ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-301
Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation
In Poster Session 3 West
Alessandro Palma · Sergei Rybakov · Leon Hetzel · Stephan Günnemann · Fabian Theis
[ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-415
TIMING: Temporality-Aware Integrated Gradients for Time Series Explanation
In Poster Session 3 West
Hyeongwon Jang · Changhun Kim · Eunho Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-405
Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning
In Poster Session 3 West
Mengmeng Chen · Xiaohu Wu · QIQI LIU · Tiantian He · Yew Soon ONG · Yaochu Jin · Qicheng Lao · Han Yu
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-908
The Power of Random Features and the Limits of Distribution-Free Gradient Descent
In Poster Session 3 West
Ari Karchmer · Eran Malach
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-420
AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N
In Poster Session 3 West
Tianyu Zhang · Andrew Williams · Phillip Wozny · Kai-Hendrik Cohrs · Koen Ponse · Marco Jiralerspong · Soham Phade · Sunil Srinivasa · Lu Li · Yang Zhang · Prateek Gupta · Erman Acar · Irina Rish · Yoshua Bengio · Stephan Zheng
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-107
DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction
In Poster Session 3 West
Rudy Morel · Jiequn Han · Edouard Oyallon
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-119
Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition
In Poster Session 3 West
Jaeheun Jung · Jaehyuk Lee · ChangHae Jung · Hanyoung Kim · Bosung Jung · Donghun Lee
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-319
Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification
In Poster Session 3 West
Flavio Petruzzellis · Cristina Cornelio · Pietro Lió
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-721
Convergence of Consistency Model with Multistep Sampling under General Data Assumptions
In Poster Session 3 West
Yiding Chen · Yiyi Zhang · Owen Oertell · Wen Sun
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-412
EditLord: Learning Code Transformation Rules for Code Editing
In Poster Session 3 West
Weichen Li · Albert Jan · Baishakhi Ray · Junfeng Yang · Chengzhi Mao · Kexin Pei
[ Slides]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-805
PAC Learning with Improvements
In Poster Session 3 West
Idan Attias · Avrim Blum · Keziah Naggita · Donya Saless · Dravyansh Sharma · Matthew Walter
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-809
Heterogeneous Data Game: Characterizing the Model Competition Across Multiple Data Sources
In Poster Session 3 West
Renzhe Xu · Kang Wang · Bo Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-503
Tilted Sharpness-Aware Minimization
In Poster Session 3 West
Tian Li · Tianyi Zhou · Jeff Bilmes
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-907
Dimension-Independent Rates for Structured Neural Density Estimation
In Poster Session 3 West
Vandermeulen · Wai Ming Tai · Bryon Aragam
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-406
Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes
In Poster Session 3 West
Jesse He · Helen Jenne · Herman Chau · Davis Brown · Mark Raugas · Sara Billey · Henry Kvinge
[ Poster]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-921
General framework for online-to-nonconvex conversion: Schedule-free SGD is also effective for nonconvex optimization
In Poster Session 3 West
Kwangjun Ahn · Gagik Magakyan · Ashok Cutkosky
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-517
FSL-SAGE: Accelerating Federated Split Learning via Smashed Activation Gradient Estimation
In Poster Session 3 West
Srijith Nair · Michael Lin · Peizhong Ju · Amirreza Talebi · Elizabeth Bentley · Jia (Kevin) Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-600
Behavior-Regularized Diffusion Policy Optimization for Offline Reinforcement Learning
In Poster Session 3 West
Chen-Xiao Gao · Chenyang Wu · Mingjun Cao · Chenjun Xiao · Yang Yu · Zongzhang Zhang
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1102
SPEX: Scaling Feature Interaction Explanations for LLMs
In Poster Session 3 West
Justin S. Kang · Landon Butler · Abhineet Agarwal · Yigit Efe Erginbas · Ramtin Pedarsani · Bin Yu · Kannan Ramchandran
[ Poster]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1020
Statistical Test for Feature Selection Pipelines by Selective Inference
In Poster Session 3 West
Tomohiro Shiraishi · Tatsuya Matsukawa · Shuichi Nishino · Ichiro Takeuchi
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-309
A Model of Place Field Reorganization During Reward Maximization
In Poster Session 3 West
M Ganesh Kumar · Blake Bordelon · Jacob A Zavatone-Veth · Cengiz Pehlevan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-316
SE(3)-Equivariant Diffusion Policy in Spherical Fourier Space
In Poster Session 3 West
Xupeng Zhu · Fan Wang · Robin Walters · Jane Shi
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1107
Relating Misfit to Gain in Weak-to-Strong Generalization Beyond the Squared Loss
In Poster Session 3 West
Abhijeet Mulgund · Chirag Pabbaraju
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-708
Return Capping: Sample Efficient CVaR Policy Gradient Optimisation
In Poster Session 3 West
Harry Mead · Clarissa Costen · Bruno Lacerda · Nick Hawes
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-303
Position: Supervised Classifiers Answer the Wrong Questions for OOD Detection
In Poster Session 3 West
Yucen Li · Daohan Lu · Polina Kirichenko · Shikai Qiu · Tim G. J. Rudner · C. Bayan Bruss · Andrew Wilson
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-609
Active Fine-Tuning of Multi-Task Policies
In Poster Session 3 West
Marco Bagatella · Jonas Hübotter · Georg Martius · Andreas Krause
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-116
Symmetry-Driven Discovery of Dynamical Variables in Molecular Simulations
In Poster Session 3 West
Jeet Mohapatra · Nima Dehmamy · Csaba Both · Subhro Das · Tommi Jaakkola
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1005
Partially Observable Reinforcement Learning with Memory Traces
In Poster Session 3 West
Onno Eberhard · Michael Muehlebach · Claire Vernade
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-304
AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive Modelling
In Poster Session 3 West
Alexander Capstick · Rahul G. Krishnan · Payam Barnaghi
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-305
MedRAX: Medical Reasoning Agent for Chest X-ray
In Poster Session 3 West
Adibvafa Fallahpour · Jun Ma · Alif Munim · Hongwei Lyu · BO WANG
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-713
Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration
In Poster Session 3 West
Max Wilcoxson · Qiyang Li · Kevin Frans · Sergey Levine
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1013
Learning with Expected Signatures: Theory and Applications
In Poster Session 3 West
Lorenzo Lucchese · Mikko S. Pakkanen · Almut E. D. Veraart
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-714
Novelty Detection in Reinforcement Learning with World Models
In Poster Session 3 West
Geigh Zollicoffer · Kenneth Eaton · Jonathan Balloch · Julia Kim · Wei Zhou · Robert Wright · Mark Riedl
[ Slides]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-606
Safety-Polarized and Prioritized Reinforcement Learning
In Poster Session 3 West
Ke Fan · Jinpeng Zhang · Xuefeng Zhang · Yunze Wu · Jingyu Cao · Yuan Zhou · Jianzhu Ma
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-520
Sample, Scrutinize and Scale: Effective Inference-Time Search by Scaling Verification
In Poster Session 3 West
Eric Zhao · Pranjal Awasthi · Sreenivas Gollapudi
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-508
On Linear Convergence in Smooth Convex-Concave Bilinearly-Coupled Saddle-Point Optimization: Lower Bounds and Optimal Algorithms
In Poster Session 3 West
Ekaterina Borodich · Alexander Gasnikov · Dmitry Kovalev
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-619
Quantum Optimization via Gradient-Based Hamiltonian Descent
In Poster Session 3 West
Jiaqi Leng · Bin Shi
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-201
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
In Poster Session 3 West
Dong Li · Yidi Liu · Xueyang Fu · Jie Huang · Senyan Xu · Qi Zhu · Zheng-Jun Zha
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-720
Theoretical guarantees on the best-of-n alignment policy
In Poster Session 3 West
Ahmad Beirami · Alekh Agarwal · Jonathan Berant · Alexander D'Amour · Jacob Eisenstein · Chirag Nagpal · Ananda Suresh
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-607
MENTOR: Mixture-of-Experts Network with Task-Oriented Perturbation for Visual Reinforcement Learning
In Poster Session 3 West
Suning Huang · Zheyu Zhang · Tianhai Liang · Yihan Xu · Zhehao Kou · Chenhao Lu · Guowei Xu · Zhengrong Xue · Huazhe Xu
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-220
Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation
In Poster Session 3 West
Jan Pauls · Max Zimmer · Berkant Turan · Sassan Saatchi · Philippe CIAIS · Sebastian Pokutta · Fabian Gieseke
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-917
Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective
In Poster Session 3 West
Junze Deng · Qinhang Wu · Peizhong Ju · Sen Lin · Yingbin LIANG · Ness Shroff
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1100
Learning Adversarial MDPs with Stochastic Hard Constraints
In Poster Session 3 West
Francesco Emanuele Stradi · Matteo Castiglioni · Alberto Marchesi · Nicola Gatti
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-521
Efficiently Serving Large Multimodal Models Using EPD Disaggregation
In Poster Session 3 West
Gursimran Singh · Xinglu Wang · Yifan Hu · Timothy Yu · Linzi Xing · Wei Jiang · Zhefeng Wang · Bai Xiaolong · Yi Li · Ying Xiong · Yong Zhang · Zhenan Fan
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1015
Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Auto Speculation
In Poster Session 3 West
Hengyuan Hu · Aniket Das · Dorsa Sadigh · Nima Anari
[ Poster]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-608
Continual Reinforcement Learning by Planning with Online World Models
In Poster Session 3 West
Zichen Liu · Guoji Fu · Chao Du · Wee Sun Lee · Min Lin
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-314
TTFSFormer: A TTFS-based Lossless Conversion of Spiking Transformer
In Poster Session 3 West
Lusen Zhao · Zihan Huang · Ding Jianhao · Zhaofei Yu
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-221
Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction
In Poster Session 3 West
Jiao Huang · Qianli Xing · Jinglong Ji · Bo Yang
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-103
Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic
In Poster Session 3 West
Eshika Saxena · Alberto Alfarano · Emily Wenger · Kristin Lauter
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-318
WOMD-Reasoning: A Large-Scale Dataset for Interaction Reasoning in Driving
In Poster Session 3 West
Yiheng Li · Cunxin Fan · Chongjian GE · Seth Zhao · Chenran Li · Chenfeng Xu · Huaxiu Yao · Masayoshi Tomizuka · Bolei Zhou · Chen Tang · Mingyu Ding · Wei Zhan
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-906
Limitations of measure-first protocols in quantum machine learning
In Poster Session 3 West
Casper Gyurik · Riccardo Molteni · Vedran Dunjko
[ Poster]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-505
Nonlinearly Preconditioned Gradient Methods under Generalized Smoothness
In Poster Session 3 West
Konstantinos Oikonomidis · Jan Quan · Emanuel Laude · Panagiotis Patrinos
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-317
Three-Dimensional Trajectory Prediction with 3DMoTraj Dataset
In Poster Session 3 West
Hao Zhou · Xu Yang · Mingyu Fan · Lu Qi · Xiangtai Li · Ming-Hsuan Yang · Fei Luo
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-810
Provably Efficient Algorithm for Best Scoring Rule Identification in Online Principal-Agent Information Acquisition
In Poster Session 3 West
Zichen Wang · Chuanhao Li · Huazheng Wang
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-124
Enhancing Ligand Validity and Affinity in Structure-Based Drug Design with Multi-Reward Optimization
In Poster Session 3 West
Seungbeom Lee · Munsun Jo · Jungseul Ok · Dongwoo Kim
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-123
QuanONet: Quantum Neural Operator with Application to Differential Equation
In Poster Session 3 West
Ruocheng Wang · Zhuo Xia · Ge Yan · Junchi Yan
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-811
Learning to Steer Learners in Games
In Poster Session 3 West
Yizhou Zhang · Yian Ma · Eric Mazumdar
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-122
HEAP: Hyper Extended A-PDHG Operator for Constrained High-dim PDEs
In Poster Session 3 West
Mingquan Feng · Weixin Liao · Yixin Huang · Yifan Fu · Qifu Zheng · Junchi Yan
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-418
Breaking the Curse of Multiagency in Robust Multi-Agent Reinforcement Learning
In Poster Session 3 West
Laixi Shi · Jingchu Gai · Eric Mazumdar · Yuejie Chi · Adam Wierman
[ Slides]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-121
Offline Model-based Optimization for Real-World Molecular Discovery
In Poster Session 3 West
Dong-Hee Shin · Young-Han Son · Hyun Jung Lee · Deok-Joong Lee · Tae-Eui Kam
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-307
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
In Poster Session 3 West
Kangyu Zhu · Peng Xia · Yun Li · Hongtu Zhu · Sheng Wang · Huaxiu Yao
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-620
Contextual Optimization Under Model Misspecification: A Tractable and Generalizable Approach
In Poster Session 3 West
Omar Bennouna · Jiawei Zhang · Saurabh Amin · Asuman Ozdaglar
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-416
Temporal Query Network for Efficient Multivariate Time Series Forecasting
In Poster Session 3 West
Shengsheng Lin · Haojun Chen · Haijie Wu · Chunyun Qiu · Weiwei Lin
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-202
FlexiReID: Adaptive Mixture of Expert for Multi-Modal Person Re-Identification
In Poster Session 3 West
Zhen Sun · Lei Tan · Yunhang Shen · Chengmao Cai · Xing Sun · Pingyang Dai · Liujuan Cao · Rongrong Ji
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-601
Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL
In Poster Session 3 West
Qin-Wen Luo · Ming-Kun Xie · Ye-Wen Wang · Sheng-Jun Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-106
MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning
In Poster Session 3 West
Peter Eckmann · Dongxia Wu · Germano Heinzelmann · Michael Gilson · Rose Yu
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1016
The Limits of Tractable Marginalization
In Poster Session 3 West
Oliver Broadrick · Sanyam Agarwal · Guy Van den Broeck · Markus Bläser
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-400
SeedLoRA: A Fusion Approach to Efficient LLM Fine-Tuning
In Poster Session 3 West
Yong Liu · Di Fu · Shenggan Cheng · Zirui Zhu · Yang Luo · Minhao Cheng · Cho-Jui Hsieh · Yang You
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-711
Risk-Sensitive Theory of Mind: Coordinating with Agents of Unknown Bias using Cumulative Prospect Theory
In Poster Session 3 West
Mason O. Smith · Wenlong Zhang
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-407
Physics Aware Neural Networks for Unsupervised Binding Energy Prediction
In Poster Session 3 West
Ke Liu · Hao Chen · Chunhua Shen
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-613
NBDI: A Simple and Effective Termination Condition for Skill Extraction from Task-Agnostic Demonstrations
In Poster Session 3 West
Myunsoo Kim · Hayeong Lee · Seong-Woong Shim · JunHo Seo · Byung-Jun Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-120
EcoMapper: Generative Modeling for Climate-Aware Satellite Imagery
In Poster Session 3 West
Muhammed Göktepe · Amir Hossein Shamseddin · Erencan Uysal · Javier Monteagudo · Lukas Drees · Aysim Toker · Senthold Asseng · Malte von Bloh
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-617
Non-Asymptotic and Non-Lipschitzian Bounds on Optimal Values in Stochastic Optimization Under Heavy Tails
In Poster Session 3 West
Jindong Tong · Hongcheng Liu · Johannes Royset
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-409
Learning Initial Basis Selection for Linear Programming via Duality-Inspired Tripartite Graph Representation and Comprehensive Supervision
In Poster Session 3 West
Anqi Lu · Junchi Yan
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-204
Efficient Noise Calculation in Deep Learning-based MRI Reconstructions
In Poster Session 3 West
Onat Dalmaz · Arjun Desai · Reinhard Heckel · Tolga Cukur · Akshay Chaudhari · Brian Hargreaves
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-705
ARS: Adaptive Reward Scaling for Multi-Task Reinforcement Learning
In Poster Session 3 West
MYUNG-SIK CHO · Jong Eui Park · Jeonghye Kim · Youngchul Sung
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1106
What Has a Foundation Model Found? Inductive Bias Reveals World Models
In Poster Session 3 West
Keyon Vafa · Peter Chang · Ashesh Rambachan · Sendhil Mullainathan
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-114
Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction
In Poster Session 3 West
Yi He · Yiming Yang · Xiaoyuan Cheng · Hai Wang · Xiao Xue · Boli Chen · Yukun Hu
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-513
DSBRouter: End-to-end Global Routing via Diffusion Schr\"{o}dinger Bridge
In Poster Session 3 West
Liangliang Shi · Shenhui Zhang · Xingbo Du · Nianzu Yang · Junchi Yan
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-207
Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage
In Poster Session 3 West
Saehyung Lee · Seunghyun Yoon · Trung Bui · Jing Shi · Sungroh Yoon
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-208
Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation
In Poster Session 3 West
Zixuan Hu · Yichun Hu · Xiaotong Li · SHIXIANG TANG · LINGYU DUAN
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-113
Action-Minimization Meets Generative Modeling: Efficient Transition Path Sampling with the Onsager-Machlup Functional
In Poster Session 3 West
Sanjeev Raja · Martin Šípka · Michael Psenka · Tobias Kreiman · Michal Pavelka · Aditi Krishnapriyan
[ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1019
Blink of an eye: a simple theory for feature localization in generative models
In Poster Session 3 West
Marvin Li · Aayush Karan · Sitan Chen
[ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-215
LOCATE 3D: Real-World Object Localization via Self-Supervised Learning in 3D
In Poster Session 3 West
Paul McVay · Sergio Arnaud · Ada Martin · Arjun Majumdar · Krishna Murthy Jatavallabhula · Phillip Thomas · Ruslan Partsey · Daniel Dugas · Abha Gejji · Alexander Sax · Vincent-Pierre Berges · Mikael Henaff · Ayush Jain · Ang Cao · Ishita Prasad · Mrinal Kalakrishnan · Michael Rabbat · Nicolas Ballas · Mahmoud Assran · Oleksandr Maksymets · Aravind Rajeswaran · Franziska Meier
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-200
From Thousands to Billions: 3D Visual Language Grounding via Render-Supervised Distillation from 2D VLMs
In Poster Session 3 West
Ang Cao · Sergio Arnaud · Oleksandr Maksymets · Jianing Yang · Ayush Jain · Ada Martin · Vincent-Pierre Berges · Paul McVay · Ruslan Partsey · Aravind Rajeswaran · Franziska Meier · Justin Johnson · Jeong Joon Park · Alexander Sax
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-209
Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector
In Poster Session 3 West
Qirui Wu · Shizhou Zhang · De Cheng · Yinghui Xing · di xu · Peng Wang · Yanning Zhang
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-310
Differential Coding for Training-Free ANN-to-SNN Conversion
In Poster Session 3 West
Zihan Huang · Wei Fang · Tong Bu · Peng Xue · Zecheng Hao · Wenxuan Liu · Yuanhong Tang · Zhaofei Yu · Tiejun Huang
[ Poster]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-306
Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching
In Poster Session 3 West
Tinglin Huang · Tianyu Liu · Mehrtash Babadi · Wengong Jin · ZHITAO YING
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1108
Enhancing Spectral GNNs: From Topology and Perturbation Perspectives
In Poster Session 3 West
Taoyang Qin · Ke-Jia CHEN · Zheng Liu
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-815
Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution
In Poster Session 3 West
Alex Clinton · Yiding Chen · Jerry Zhu · Kirthevasan Kandasamy
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-410
AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation
In Poster Session 3 West
Prashanth Vijayaraghavan · Luyao Shi · Ehsan Degan · Vandana Mukherjee · Xin Zhang
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1103
DS-VLM: Diffusion Supervision Vision Language Model
In Poster Session 3 West
Zhen Sun · Yunhang Shen · Jie Li · Xing Sun · Pingyang Dai · Liujuan Cao · Rongrong Ji
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1003
Fragments to Facts: Partial-Information Fragment Inference from LLMs
In Poster Session 3 West
Lucas Rosenblatt · Bin Han · Robert Wolfe · Bill Howe
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-915
Implicit Riemannian Optimism with Applications to Min-Max Problems
In Poster Session 3 West
Christophe Roux · David Martinez-Rubio · Sebastian Pokutta
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-211
Impossible Videos
In Poster Session 3 West
Zechen Bai · Hai Ci · Mike Zheng Shou
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-115
Scalable Equilibrium Sampling with Sequential Boltzmann Generators
In Poster Session 3 West
Charlie Tan · Joey Bose · Chen Lin · Leon Klein · Michael Bronstein · Alexander Tong
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-213
Temporal Misalignment in ANN-SNN Conversion and its Mitigation via Probabilistic Spiking Neurons
In Poster Session 3 West
Velibor Bojkovic · Xiaofeng Wu · Bin Gu
[ Poster]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-704
LipsNet++: Unifying Filter and Controller into a Policy Network
In Poster Session 3 West
Xujie Song · Liangfa Chen · Tong Liu · Wenxuan Wang · Yinuo Wang · Shentao Qin · Yinsong Ma · Jingliang Duan · Shengbo Li
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-802
PDUDT: Provable Decentralized Unlearning under Dynamic Topologies
In Poster Session 3 West
Jing Qiao · Yu Liu · Zengzhe Chen · Mingyi Li · YUAN YUAN · Xiao Zhang · Dongxiao Yu
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-500
Structured Preconditioners in Adaptive Optimization: A Unified Analysis
In Poster Session 3 West
Shuo Xie · Tianhao Wang · Sashank J. Reddi · Sanjiv Kumar · Zhiyuan Li
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-417
VerbalTS: Generating Time Series from Texts
In Poster Session 3 West
Shuqi Gu · Chuyue Li · Baoyu Jing · Kan Ren
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-709
Imitation Learning from a Single Temporally Misaligned Video
In Poster Session 3 West
William Huey · Huaxiaoyue Wang · Anne Wu · Yoav Artzi · Sanjiban Choudhury
[ Slides]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-216
How Do Images Align and Complement LiDAR? Towards a Harmonized Multi-modal 3D Panoptic Segmentation
In Poster Session 3 West
Yining Pan · Qiongjie Cui · Xulei Yang · Na Zhao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1009
Universal Approximation Theorem of Deep Q-Networks
In Poster Session 3 West
Qian Qi
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-819
Can Diffusion Models Learn Hidden Inter-Feature Rules Behind Images?
In Poster Session 3 West
Yujin Han · Andi Han · Wei Huang · Chaochao Lu · Difan Zou
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-302
Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions
In Poster Session 3 West
Eray Erturk · Fahad Kamran · Salar Abbaspourazad · Sean Jewell · Harsh Sharma · Yujie Li · Sinead Williamson · Nicholas Foti · Joseph Futoma
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-217
Geometric Feature Embedding for Effective 3D Few-Shot Class Incremental Learning
In Poster Session 3 West
Xiangqi Li · Libo Huang · Zhulin An · Weilun Feng · Chuanguang Yang · Boyu Diao · Fei Wang · Yongjun Xu
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1109
Finding Wasserstein Ball Center: Efficient Algorithm and The Applications in Fairness
In Poster Session 3 West
Yuntao Wang · Yuxuan Li · Qingyuan Yang · Hu Ding
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-509
CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention
In Poster Session 3 West
Han Li · Fei Liu · Zhi Zheng · Yu Zhang · Zhenkun Wang
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-109
Empower Structure-Based Molecule Optimization with Gradient Guided Bayesian Flow Networks
In Poster Session 3 West
Keyue Qiu · Yuxuan Song · Jie Yu · Hongbo Ma · Ziyao Cao · Zhilong Zhang · Yushuai Wu · Mingyue Zheng · Hao Zhou · Wei-Ying Ma
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-300
Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images
In Poster Session 3 West
Zhengrui Guo · Qichen Sun · Jiabo MA · Lishuang Feng · Jinzhuo Wang · Hao Chen
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-516
Scalable First-order Method for Certifying Optimal k-Sparse GLMs
In Poster Session 3 West
Jiachang Liu · Soroosh Shafiee · Andrea Lodi
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-806
Distributed Nonparametric Estimation: from Sparse to Dense Samples per Terminal
In Poster Session 3 West
Deheng Yuan · Tao Guo · Zhongyi Huang
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-710
Explicit Exploration for High-Welfare Equilibria in Game-Theoretic Multiagent Reinforcement Learning
In Poster Session 3 West
Austin Nguyen · Anri Gu · Michael Wellman
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-218
3D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
In Poster Session 3 West
Yujun Huang · Bin Chen · Niu Lian · Xin Wang · Baoyi An · Tao Dai · Shutao Xia
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-219
Enhancing Foundation Models with Federated Domain Knowledge Infusion
In Poster Session 3 West
Jiaqi Wang · Jingtao Li · Weiming Zhuang · Chen Chen · Lingjuan Lyu · Fenglong Ma
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-703
Value-Based Deep RL Scales Predictably
In Poster Session 3 West
Oleh Rybkin · Michal Nauman · Preston Fu · Charlie Snell · Pieter Abbeel · Sergey Levine · Aviral Kumar
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-712
Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean Field Games
In Poster Session 3 West
Antonio Ocello · Daniil Tiapkin · Lorenzo Mancini · Mathieu Lauriere · Eric Moulines
[ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-821
Probabilistic Factorial Experimental Design for Combinatorial Interventions
In Poster Session 3 West
Divya Shyamal · Jiaqi Zhang · Caroline Uhler
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-421
Sparse Autoencoders for Hypothesis Generation
In Poster Session 3 West
Rajiv Movva · Kenny Peng · Nikhil Garg · Jon Kleinberg · Emma Pierson
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-105
WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction
In Poster Session 3 West
Fanmeng Wang · Minjie Cheng · Hongteng Xu
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-604
Latent Action Learning Requires Supervision in the Presence of Distractors
In Poster Session 3 West
Alexander Nikulin · Ilya Zisman · Denis Tarasov · Nikita Lyubaykin · Andrei Polubarov · Igor Kiselev · Vladislav Kurenkov
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-104
NMA-tune: Generating Highly Designable and Dynamics Aware Protein Backbones
In Poster Session 3 West
Urszula Julia Komorowska · Francisco Vargas · Alessandro Rondina · Pietro Lió · Mateja Jamnik
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-807
Metastable Dynamics of Chain-of-Thought Reasoning: Provable Benefits of Search, RL and Distillation
In Poster Session 3 West
Juno Kim · Denny Wu · Jason Lee · Taiji Suzuki
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1001
Polynomial Time Learning Augmented Algorithms for NP-hard Permutation Problems
In Poster Session 3 West
Evripidis Bampis · Bruno Escoffier · Dimitris Fotakis · Panagiotis Patsilinakos · Michalis Xefteris
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-102
Federated Oriented Learning: A Practical One-Shot Personalized Federated Learning Framework
In Poster Session 3 West
Guan Huang · Tao Shu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-506
Linear convergence of Sinkhorn's algorithm for generalized static Schrödinger bridge
In Poster Session 3 West
Rahul Choudhary · Hanbaek Lyu
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-808
An Entropy-Based Model for Hierarchical Learning
In Poster Session 3 West
Amir R. Asadi
[ JMLR] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1010
Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation
In Poster Session 3 West
Hongyi Zhou · Josiah Hanna · Jin Zhu · Ying Yang · Chengchun Shi
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-912
Fixing the Loose Brake: Exponential-Tailed Stopping Time in Best Arm Identification
In Poster Session 3 West
Kapilan Balagopalan · Tuan Nguyen · Yao Zhao · Kwang-Sung Jun
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-700
RobustZero: Enhancing MuZero Reinforcement Learning Robustness to State Perturbations
In Poster Session 3 West
Yushuai Li · Hengyu Liu · Torben Pedersen · Yuqiang He · Kim Larsen · Lu Chen · Christian Jensen · Jiachen Xu · TIANYI LI
[ Poster]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-411
SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs
In Poster Session 3 West
Xin Su · Man Luo · Kris Pan · Tien Pei Chou · Vasudev Lal · Phillip Howard
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-510
Discrete and Continuous Difference of Submodular Minimization
In Poster Session 3 West
George Orfanides · Tim Hoheisel · Marwa El Halabi
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-702
Mitigating Plasticity Loss in Continual Reinforcement Learning by Reducing Churn
In Poster Session 3 West
Hongyao Tang · Johan Obando-Ceron · Pablo Samuel Castro · Aaron Courville · Glen Berseth
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1007
Near-optimal Regret Using Policy Optimization in Online MDPs with Aggregate Bandit Feedback
In Poster Session 3 West
Tal Lancewicki · Yishay Mansour
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-803
Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups
In Poster Session 3 West
Vladimir Kostic · Karim Lounici · Hélène Halconruy · Timothée Devergne · Pietro Novelli · Massimiliano Pontil
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-110
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications
In Poster Session 3 West
Ibrahim Fayad · Max Zimmer · Martin Schwartz · Fabian Gieseke · Philippe CIAIS · Gabriel Belouze · Sarah Brood · Aurélien de Truchis · Alexandre d'Aspremont
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-111
Neural Interpretable PDEs: Harmonizing Fourier Insights with Attention for Scalable and Interpretable Physics Discovery
In Poster Session 3 West
Ning Liu · Yue Yu
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1002
QuEst: Enhancing Estimates of Quantile-Based Distributional Measures Using Model Predictions
In Poster Session 3 West
Xinyu Yang · Tom Zollo · Benjamin Eyre · Amogh Inamdar · David Madras · Richard Zemel
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-212
FreeMesh: Boosting Mesh Generation with Coordinates Merging
In Poster Session 3 West
Jian Liu · Haohan Weng · Biwen Lei · Xianghui Yang · Zibo Zhao · Zhuo Chen · Song Guo · Tao Han · Chunchao Guo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-501
Armijo Line-search Can Make (Stochastic) Gradient Descent Provably Faster
In Poster Session 3 West
Sharan Vaswani · Reza Babanezhad
[ Slides]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-518
HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training
In Poster Session 3 West
Geon-Woo Kim · Junbo Li · Shashidhar Gandham · Omar Baldonado · Adithya Gangidi · Pavan Balaji · Zhangyang “Atlas” Wang · Aditya Akella
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-718
Offline Opponent Modeling with Truncated Q-driven Instant Policy Refinement
In Poster Session 3 West
Yuheng Jing · Kai Li · Bingyun Liu · Ziwen Zhang · Haobo Fu · Qiang Fu · Junliang Xing · Jian Cheng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-611
Robust Offline Reinforcement Learning with Linearly Structured $f$-Divergence Regularization
In Poster Session 3 West
Cheng Tang · Zhishuai Liu · Pan Xu
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-719
Fundamental Bias in Inverting Random Sampling Matrices with Application to Sub-sampled Newton
In Poster Session 3 West
Chengmei Niu · Zhenyu Liao · Zenan Ling · Michael Mahoney
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-910
Learning to Incentivize in Repeated Principal-Agent Problems with Adversarial Agent Arrivals
In Poster Session 3 West
Junyan Liu · ARNAB MAITI · Artin Tajdini · Kevin Jamieson · Lillian Ratliff
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-321
ABNet: Adaptive explicit-Barrier Net for Safe and Scalable Robot Learning
In Poster Session 3 West
Wei Xiao · Johnson Tsun-Hsuan Wang · Chuang Gan · Daniela Rus
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-502
MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training
In Poster Session 3 West
Yang Luo · Zangwei Zheng · Ziheng Qin · Zirui Zhu · Yong Liu · Yang You
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-507
Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent
In Poster Session 3 West
Ya-Chi Chu · Wenzhi Gao · Yinyu Ye · Madeleine Udell
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-801
Fundamental limits of learning in sequence multi-index models and deep attention networks: high-dimensional asymptotics and sharp thresholds
In Poster Session 3 West
Emanuele Troiani · Hugo Cui · Yatin Dandi · FLORENT KRZAKALA · Lenka Zdeborová
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-800
Revisiting the Predictability of Performative, Social Events
In Poster Session 3 West
Juan Perdomo
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1012
Provable Zero-Shot Generalization in Offline Reinforcement Learning
In Poster Session 3 West
Zhiyong Wang · Chen Yang · John C. S. Lui · Dongruo Zhou
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-900
Nonconvex Theory of $M$-estimators with Decomposable Regularizers
In Poster Session 3 West
Weiwei Liu
[ Slides]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-512
GPTAQ: Efficient Finetuning-Free Quantization for Asymmetric Calibration
In Poster Session 3 West
Yuhang Li · Ruokai Yin · Donghyun Lee · Shiting Xiao · Priyadarshini Panda
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-814
A Market for Accuracy: Classification Under Competition
In Poster Session 3 West
Ohad Einav · Nir Rosenfeld
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-919
Exploiting Similarity for Computation and Communication-Efficient Decentralized Optimization
In Poster Session 3 West
Yuki Takezawa · Xiaowen Jiang · Anton Rodomanov · Sebastian Stich
[ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-519
Achieving Linear Speedup and Near-Optimal Complexity for Decentralized Optimization over Row-stochastic Networks
In Poster Session 3 West
Liyuan Liang · Xinyi Chen · Gan Luo · Kun Yuan
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-610
Gradient Boosting Reinforcement Learning
In Poster Session 3 West
Benjamin Fuhrer · Chen Tessler · Gal Dalal
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-117
Learning the Electronic Hamiltonian of Large Atomic Structures
In Poster Session 3 West
Chen Hao Xia · Manasa Kaniselvan · Alexandros Nikolaos Ziogas · Marko Mladenovic · Rayen Mahjoub · Alexander Maeder · Mathieu Luisier
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-311
Generating Hypotheses of Dynamic Causal Graphs in Neuroscience: Leveraging Generative Factor Models of Observed Time Series
In Poster Session 3 West
Zachary Brown · David Carlson
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-118
Beyond Atoms: Enhancing Molecular Pretrained Representations with 3D Space Modeling
In Poster Session 3 West
Shuqi Lu · Xiaohong Ji · Bohang Zhang · Lin Yao · Siyuan Liu · Zhifeng Gao · Linfeng Zhang · Guolin Ke
[ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-716
Monte Carlo Tree Diffusion for System 2 Planning
In Poster Session 3 West
Jaesik Yoon · Hyeonseo Cho · Doojin Baek · Yoshua Bengio · Sungjin Ahn
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-812
Maintaining Proportional Committees with Dynamic Candidate Sets
In Poster Session 3 West
Chris Dong · Jannik Peters
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1017
Exact Upper and Lower Bounds for the Output Distribution of Neural Networks with Random Inputs
In Poster Session 3 West
Andrey Kofnov · Daniel Kapla · Ezio Bartocci · Efstathia Bura
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-408
ETTA: Elucidating the Design Space of Text-to-Audio Models
In Poster Session 3 West
Sang-gil Lee · Zhifeng Kong · ARUSHI GOEL · Sungwon Kim · Rafael Valle · Bryan Catanzaro
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-707
SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models
In Poster Session 3 West
Cansu Sancaktar · Christian Gumbsch · Andrii Zadaianchuk · Pavel Kolev · Georg Martius
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-312
Flow-field inference from neural data using deep recurrent networks
In Poster Session 3 West
Timothy Doyeon Kim · Thomas Luo · Tankut Can · Kamesh Krishnamurthy · Jonathan Pillow · Carlos Brody
[ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-902
Training Dynamics of In-Context Learning in Linear Attention
In Poster Session 3 West
Yedi Zhang · Aaditya Singh · Peter Latham · Andrew Saxe
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-514
Regularized Langevin Dynamics for Combinatorial Optimization
In Poster Session 3 West
Shengyu Feng · Yiming Yang
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-818
Test-Time Training Provably Improves Transformers as In-context Learners
In Poster Session 3 West
Halil Alperen Gozeten · Muhammed Emrullah Ildiz · Xuechen Zhang · Mahdi Soltanolkotabi · Marco Mondelli · Samet Oymak
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1014
Efficient Diffusion Models for Symmetric Manifolds
In Poster Session 3 West
Oren Mangoubi · Neil He · Nisheeth K. Vishnoi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-403
HyperIV: Real-time Implied Volatility Smoothing
In Poster Session 3 West
Yongxin Yang · Wenqi Chen · Chao Shu · Timothy Hospedales
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-100
MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding
In Poster Session 3 West
Weikang Qiu · Zheng Huang · Haoyu Hu · Aosong Feng · Yujun Yan · ZHITAO YING
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-414
Optimal Auction Design in the Joint Advertising
In Poster Session 3 West
Yang Li · Yuchao Ma · Qi Qi
[ Slides]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-205
Probing Visual Language Priors in VLMs
In Poster Session 3 West
Tiange Luo · Ang Cao · Gunhee Lee · Justin Johnson · Honglak Lee
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-206
SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding
In Poster Session 3 West
Woohyeon Park · Woojin Kim · Jaeik Kim · Jaeyoung Do
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1105
Guided Structural Inference: Leveraging Priors with Soft Gating Mechanisms
In Poster Session 3 West
Aoran Wang · Xinnan Dai · Jun Pang
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-911
Beyond Minimax Rates in Group Distributionally Robust Optimization via a Novel Notion of Sparsity
In Poster Session 3 West
Quan Nguyen · Nishant Mehta · Cristóbal Guzmán
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-701
Knowledge Retention in Continual Model-Based Reinforcement Learning
In Poster Session 3 West
Haotian Fu · Yixiang Sun · Michael L. Littman · George Konidaris
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-909
ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning
In Poster Session 3 West
Artavazd Maranjyan · El Mehdi Saad · Peter Richtarik · Francesco Orabona
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-603
Decision Mixer: Integrating Long-term and Local Dependencies via Dynamic Token Selection for Decision-Making
In Poster Session 3 West
Hongling Zheng · Li Shen · Yong Luo · Deheng Ye · Bo Du · Jialie SHEN · Dacheng Tao
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1011
Multiple-policy Evaluation via Density Estimation
In Poster Session 3 West
Yilei Chen · Aldo Pacchiano · Ioannis Paschalidis
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-413
Pairwise Maximum Likelihood For Multi-Class Logistic Regression Model With Multiple Rare Classes
In Poster Session 3 West
Xuetong Li · Danyang Huang · Hansheng Wang
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-816
Heterogeneous Label Shift: Theory and Algorithm
In Poster Session 3 West
Chao Xu · Xijia Tang · Chenping Hou
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-108
PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models
In Poster Session 3 West
Fanmeng Wang · Wentao Guo · Qi Ou · Hongshuai Wang · Haitao Lin · Hongteng Xu · Zhifeng Gao
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-913
Zero-Inflated Bandits
In Poster Session 3 West
Haoyu Wei · Runzhe Wan · Lei Shi · Rui Song
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-715
Local Manifold Approximation and Projection for Manifold-Aware Diffusion Planning
In Poster Session 3 West
Kyowoon Lee · Jaesik Choi
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1008
A Theoretical Justification for Asymmetric Actor-Critic Algorithms
In Poster Session 3 West
Gaspard Lambrechts · Damien Ernst · Aditya Mahajan
[ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-804
Learning Parametric Distributions from Samples and Preferences
In Poster Session 3 West
Marc Jourdan · Gizem Yüce · Nicolas Flammarion
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-214
Adaptive Multi-prompt Contrastive Network for Few-shot Out-of-distribution Detection
In Poster Session 3 West
Xiang Fang · Arvind Easwaran · Blaise Genest
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-918
A Near Linear Query Lower Bound for Submodular Maximization
In Poster Session 3 West
Binghui Peng · Aviad Rubinstein
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-210
Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
In Poster Session 3 West
Bingchen Miao · Yang Wu · Minghe Gao · Qifan Yu · Wendong Bu · Wenqiao Zhang · liyunfei · Siliang Tang · Tat-Seng Chua · Juncheng Li
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-112
QEM-Bench: Benchmarking Learning-based Quantum Error Mitigation and QEMFormer as a Multi-ranged Context Learning Baseline
In Poster Session 3 West
Tianyi Bao · Ruizhe Zhong · Xinyu Ye · Yehui Tang · Junchi Yan
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1018
Distributed Conformal Prediction via Message Passing
In Poster Session 3 West
Haifeng Wen · Hong XING · Osvaldo Simeone
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-813
Selective Response Strategies for GenAI
In Poster Session 3 West
Boaz Taitler · Omer Ben-Porat
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-706
SOLD: Slot Object-Centric Latent Dynamics Models for Relational Manipulation Learning from Pixels
In Poster Session 3 West
Malte Mosbach · Jan Ewertz · Angel Villar-Corrales · Sven Behnke
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-203
Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation
In Poster Session 3 West
Fanqing Meng · Jiaqi Liao · Xinyu Tan · Quanfeng Lu · WENQI SHAO · Kaipeng Zhang · Yu Cheng · Dianqi Li · Ping Luo
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-903
Certifiably Robust Model Evaluation in Federated Learning under Meta-Distributional Shifts
In Poster Session 3 West
Amir Najafi · Samin Mahdizadeh Sani · Farzan Farnia
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-904
Unified Analysis of Continuous Weak Features Learning with Applications to Learning from Missing Data
In Poster Session 3 West
Kosuke Sugiyama · Masato Uchida
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-615
Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization
In Poster Session 3 West
Shiyu Wang · Mariam Avagyan · Yihan Shen · Arnaud Lamy · Tingran Wang · Szabolcs Marka · Zsuzsanna Marka · John Wright
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-504
Enforcing Idempotency in Neural Networks
In Poster Session 3 West
Nikolaj Jensen · Jamie Vicary
[ Slides]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-905
A Generalization Theory for Zero-Shot Prediction
In Poster Session 3 West
Ronak Mehta · Zaid Harchaoui
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-916
Online Learning with Unknown Constraints
In Poster Session 3 West
Karthik Sridharan · Seung Won Wilson Yoo
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-404
Dataflow-Guided Neuro-Symbolic Language Models for Type Inference
In Poster Session 3 West
gen li · Yao Wan · Hongyu Zhang · Zhou Zhao · Wenbin Jiang · Xuanhua Shi · Hai Jin · Zheng Wang
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-315
Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example
In Poster Session 3 West
Yuhan Helena Liu · Guangyu Robert Yang · Christopher Cueva
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1000
Tackling View-Dependent Semantics in 3D Language Gaussian Splatting
In Poster Session 3 West
Jiazhong Cen · Xudong Zhou · Jiemin Fang · Changsong Wen · Lingxi Xie · xiaopeng zhang · Wei Shen · Qi Tian
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1004
Combinatorial Reinforcement Learning with Preference Feedback
In Poster Session 3 West
Joongkyu Lee · Min-hwan Oh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1104
Multi-Modal Object Re-identification via Sparse Mixture-of-Experts
In Poster Session 3 West
Yingying Feng · Jie Li · Chi Xie · Lei Tan · Jiayi Ji
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-320
Latent Diffusion Planning for Imitation Learning
In Poster Session 3 West
Amber Xie · Oleh Rybkin · Dorsa Sadigh · Chelsea Finn
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-616
Variance-Reduced Forward-Reflected-Backward Splitting Methods for Nonmonotone Generalized Equations
In Poster Session 3 West
Quoc Tran-Dinh
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-605
Accurate and Efficient World Modeling with Masked Latent Transformers
In Poster Session 3 West
Maxime Burchi · Radu Timofte
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-621
Enhancing Parallelism in Decentralized Stochastic Convex Optimization
In Poster Session 3 West
Ofri Eisen · Ron Dorfman · Kfir Levy
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-612
When Maximum Entropy Misleads Policy Optimization
In Poster Session 3 West
Ruipeng Zhang · Ya-Chien Chang · Sicun Gao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1101
Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More
In Poster Session 3 West
Feng Wang · Yaodong Yu · Wei Shao · Yuyin Zhou · Alan Yuille · Cihang Xie
[ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-602
Stable Offline Value Function Learning with Bisimulation-based Representations
In Poster Session 3 West
Brahma Pavse · Yudong Chen · Qiaomin Xie · Josiah Hanna
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1006
Multi-objective Linear Reinforcement Learning with Lexicographic Rewards
In Poster Session 3 West
Bo Xue · Dake Bu · Ji Cheng · Yuanyu Wan · Qingfu Zhang
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-401
Subspace Optimization for Large Language Models with Convergence Guarantees
In Poster Session 3 West
Yutong He · Pengrui Li · Yipeng Hu · Chuyan Chen · Kun Yuan
[ Poster]  [ OpenReview] 
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-914
Avoiding Catastrophe in Online Learning by Asking for Help
In Poster Session 3 West
Benjamin Plaut · Hanlin Zhu · Stuart Russell
[ Slides]  [ OpenReview]