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Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1215
Model-based Reinforcement Learning for Confounded POMDPs
In Poster Session 4
Mao Hong · Zhengling Qi · Yanxun Xu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #213
LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
In Poster Session 4
Pingchuan Ma · Johnson Tsun-Hsuan Wang · Minghao Guo · Zhiqing Sun · Josh Tenenbaum · Daniela Rus · Chuang Gan · Wojciech Matusik
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #309
InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization
In Poster Session 4
Zhengyang Hu · Song Kang · Qunsong Zeng · Kaibin Huang · Yanchao Yang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2702
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
In Poster Session 4
Tri Dao · Albert Gu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1117
Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better
In Poster Session 4
Vicente Balmaseda · Ying Xu · Yixin Cao · Nate Veldt
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #817
Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance
In Poster Session 4
Chiraag Kaushik · Ran Liu · Chi-Heng Lin · Amrit Khera · Matthew Jin · Wenrui Ma · Vidya Muthukumar · Eva Dyer
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #715
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay
In Poster Session 4
Natasha Butt · Blazej Manczak · Auke Wiggers · Corrado Rainone · David Zhang · Michaël Defferrard · Taco Cohen
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2201
Position: Why We Must Rethink Empirical Research in Machine Learning
In Poster Session 4
Moritz Herrmann · F. Julian D. Lange · Katharina Eggensperger · Giuseppe Casalicchio · Marcel Wever · Matthias Feurer · David Rügamer · Eyke Hüllermeier · Anne-Laure Boulesteix · Bernd Bischl
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2008
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning
In Poster Session 4
Shengchao Hu · Ziqing Fan · Li Shen · Ya Zhang · Yanfeng Wang · Dacheng Tao
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2713
Q-value Regularized Transformer for Offline Reinforcement Learning
In Poster Session 4
Shengchao Hu · Ziqing Fan · Chaoqin Huang · Li Shen · Ya Zhang · Yanfeng Wang · Dacheng Tao
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2203
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization
In Poster Session 4
Ziqing Fan · Shengchao Hu · Jiangchao Yao · Gang Niu · Ya Zhang · Masashi Sugiyama · Yanfeng Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2715
Fast Decision Boundary based Out-of-Distribution Detector
In Poster Session 4
Litian Liu · Yao Qin
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #517
Diffuse, Sample, Project: Plug-And-Play Controllable Graph Generation
In Poster Session 4
Kartik Sharma · Srijan Kumar · Rakshit Trivedi
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1605
On the Asymptotic Distribution of the Minimum Empirical Risk
In Poster Session 4
Jacob Westerhout · TrungTin Nguyen · Xin Guo · Hien Nguyen
[ Slides] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2701
A Minimaximalist Approach to Reinforcement Learning from Human Feedback
In Poster Session 4
Gokul Swamy · Christoph Dann · Rahul Kidambi · Steven Wu · Alekh Agarwal
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #603
Image Hijacks: Adversarial Images can Control Generative Models at Runtime
In Poster Session 4
Luke Bailey · Euan Ong · Stuart Russell · Scott Emmons
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1116
Measures of diversity and space-filling designs for categorical data
In Poster Session 4
Cedric Malherbe · Emilio Domínguez-Sánchez · Merwan Barlier · Igor Colin · Haitham Bou Ammar · Tom Diethe
[ Slides] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1203
MusicRL: Aligning Music Generation to Human Preferences
In Poster Session 4
Geoffrey Cideron · Sertan Girgin · Mauro Verzetti · Damien Vincent · Matej Kastelic · Zalán Borsos · Brian McWilliams · Victor Ungureanu · Olivier Bachem · Olivier Pietquin · Matthieu Geist · Léonard Hussenot · Neil Zeghidour · Andrea Agostinelli
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1204
Planning, Fast and Slow: Online Reinforcement Learning with Action-Free Offline Data via Multiscale Planners
In Poster Session 4
Chengjie Wu · Hao Hu · yiqin yang · Ning Zhang · Chongjie Zhang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1202
Mollification Effects of Policy Gradient Methods
In Poster Session 4
Tao Wang · Sylvia Herbert · Sicun Gao
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1904
Balancing Feature Similarity and Label Variability for Optimal Size-Aware One-shot Subset Selection
In Poster Session 4
Abhinab Acharya · Dayou Yu · Qi Yu · Xumin Liu
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2300
Extracting Training Data From Document-Based VQA Models
In Poster Session 4
Francesco Pinto · Nathalie Rauschmayr · Florian Tramer · Phil Torr · Federico Tombari
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2205
The Fundamental Limits of Least-Privilege Learning
In Poster Session 4
Theresa Stadler · Bogdan Kulynych · Michael Gastpar · Nicolas Papernot · Carmela Troncoso
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2310
Robust Universal Adversarial Perturbations
In Poster Session 4
Changming Xu · Gagandeep Singh
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2211
Low-Cost High-Power Membership Inference Attacks
In Poster Session 4
Sajjad Zarifzadeh · Philippe Liu · Reza Shokri
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2710
Early Time Classification with Accumulated Accuracy Gap Control
In Poster Session 4
Liran Ringel · Regev Cohen · Daniel Freedman · Michael Elad · Yaniv Romano
[ Slides] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #717
CogBench: a large language model walks into a psychology lab
In Poster Session 4
Julian Coda-Forno · Marcel Binz · Jane Wang · Eric Schulz
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #404
Simple linear attention language models balance the recall-throughput tradeoff
In Poster Session 4
Simran Arora · Sabri Eyuboglu · Michael Zhang · Aman Timalsina · Silas Alberti · James Zou · Atri Rudra · Christopher Re
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1106
Principled Preferential Bayesian Optimization
In Poster Session 4
Wenjie Xu · Wenbin Wang · Yuning Jiang · Bratislav Svetozarevic · Colin Jones
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #700
Repoformer: Selective Retrieval for Repository-Level Code Completion
In Poster Session 4
Di Wu · Wasi Ahmad · Dejiao Zhang · Murali Krishna Ramanathan · Xiaofei Ma
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1301
Position: Evolving AI Collectives Enhance Human Diversity and Enable Self-Regulation
In Poster Session 4
Shiyang Lai · Yujin Potter · Junsol Kim · Richard Zhuang · Dawn Song · James Evans
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2007
Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary
In Poster Session 4
Shuo Yang · Zhe Cao · Sheng Guo · Ruiheng Zhang · Ping Luo · Shengping Zhang · Liqiang Nie
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2609
Simplicity Bias via Global Convergence of Sharpness Minimization
In Poster Session 4
Khashayar Gatmiry · Zhiyuan Li · Sashank J. Reddi · Stefanie Jegelka
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2114
Neural-Kernel Conditional Mean Embeddings
In Poster Session 4
Eiki Shimizu · Kenji Fukumizu · Dino Sejdinovic
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1100
Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning
In Poster Session 4
Michal Nauman · Michał Bortkiewicz · Piotr Milos · Tomasz Trzcinski · Mateusz Ostaszewski · Marek Cygan
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #413
Improving Adversarial Energy-Based Model via Diffusion Process
In Poster Session 4
Cong Geng · Tian Han · Peng-Tao Jiang · Hao Zhang · Jinwei Chen · Søren Hauberg · Bo Li
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2717
A3S: A General Active Clustering Method with Pairwise Constraints
In Poster Session 4
Xun Deng · Junlong Liu · Han Zhong · Fuli Feng · Chen Shen · Xiangnan He · Jieping Ye · Zheng Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1315
Learning a Diffusion Model Policy from Rewards via Q-Score Matching
In Poster Session 4
Michael Psenka · Alejandro Escontrela · Pieter Abbeel · Yi Ma
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2115
Adaptive Learning of Density Ratios in RKHS
In Poster Session 4
Werner Zellinger · Stefan Kindermann · Sergei V. Pereverzyev
[ Slides]  [ Poster]  [ JMLR] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #808
FrameQuant: Flexible Low-Bit Quantization for Transformers
In Poster Session 4
Harshavardhan Adepu · Zhanpeng Zeng · Li Zhang · Vikas Singh
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #402
LeaPformer: Enabling Linear Transformers for Autoregressive and Simultaneous Tasks via Learned Proportions
In Poster Session 4
Victor Agostinelli III · Sanghyun Hong · Lizhong Chen
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1113
Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise
In Poster Session 4
Kwangjun Ahn · Zhiyu Zhang · Yunbum Kook · Yan Dai
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1409
Nonlinear Filtering with Brenier Optimal Transport Maps
In Poster Session 4
Mohammad Al-Jarrah · Niyizhen Jin · Bamdad Hosseini · Amirhossein Taghvaei
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #606
Position: Stop Making Unscientific AGI Performance Claims
In Poster Session 4
Patrick Altmeyer · Andrew Demetriou · Antony Bartlett · Cynthia C. S. Liem
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #504
Delaunay Graph: Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation
In Poster Session 4
Hugo Attali · Davide Buscaldi · Nathalie Pernelle
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #911
VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees
In Poster Session 4
Anahita Baninajjar · Ahmed Rezine · Amir Aminifar
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #416
On Mechanistic Knowledge Localization in Text-to-Image Generative Models
In Poster Session 4
Samyadeep Basu · Keivan Rezaei · Priyatham Kattakinda · Vlad Morariu · Nanxuan Zhao · Ryan A Rossi · Varun Manjunatha · Soheil Feizi
[ Slides] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2413
Monotone Individual Fairness
In Poster Session 4
Yahav Bechavod
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2202
The Role of Learning Algorithms in Collective Action
In Poster Session 4
Omri Ben-Dov · Jake Fawkes · Samira Samadi · Amartya Sanyal
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #802
Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation
In Poster Session 4
Luca Beurer-Kellner · Marc Fischer · Martin Vechev
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #205
Position: Scaling Simulation is Neither Necessary Nor Sufficient for In-the-Wild Robot Manipulation
In Poster Session 4
Homanga Bharadhwaj
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1407
Random matrix theory improved Fréchet mean of symmetric positive definite matrices
In Poster Session 4
Florent Bouchard · Ammar Mian · Malik TIOMOKO · Guillaume GINOLHAC · Frederic Pascal
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1017
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More
In Poster Session 4
Fanchen Bu · Hyeonsoo Jo · Soo Yong Lee · Sungsoo Ahn · Kijung Shin
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2208
Differentially Private Bias-Term Fine-tuning of Foundation Models
In Poster Session 4
Zhiqi Bu · Yu-Xiang Wang · Sheng Zha · George Karypis
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #907
How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachers
In Poster Session 4
Gon Buzaglo · Itamar Harel · Mor Shpigel Nacson · Alon Brutzkus · Nati Srebro · Daniel Soudry
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2104
Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation
In Poster Session 4
Lincan Cai · Shuang Li · Wenxuan Ma · Jingxuan Kang · Binhui Xie · Zixun Sun · Chengwei Zhu
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2304
AI Alignment with Changing and Influenceable Reward Functions
In Poster Session 4
Micah Carroll · Davis Foote · Anand Siththaranjan · Stuart Russell · Anca Dragan
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1804
Online Learning under Budget and ROI Constraints via Weak Adaptivity
In Poster Session 4
Matteo Castiglioni · Andrea Celli · Christian Kroer
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1004
Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning
In Poster Session 4
Weilin Chen · Ruichu Cai · Zeqin Yang · Jie Qiao · Yuguang Yan · Zijian Li · Zhifeng Hao
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #306
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation
In Poster Session 4
Xuexin Chen · Ruichu Cai · Zhengting Huang · Yuxuan Zhu · Julien Horwood · Zhifeng Hao · Zijian Li · Jose Miguel Hernandez-Lobato
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1402
Accelerated Policy Gradient for s-rectangular Robust MDPs with Large State Spaces
In Poster Session 4
Ziyi Chen · Heng Huang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #707
MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models
In Poster Session 4
Justin Chih-Yao Chen · Swarnadeep Saha · Elias Stengel-Eskin · Mohit Bansal
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2401
Performative Prediction with Bandit Feedback: Learning through Reparameterization
In Poster Session 4
Yatong Chen · Wei Tang · Chien-Ju Ho · Yang Liu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #301
Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes
In Poster Session 4
Yingyi Chen · Qinghua Tao · Francesco Tonin · Johan Suykens
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #102
DRCT: Diffusion Reconstruction Contrastive Training towards Universal Detection of Diffusion Generated Images
In Poster Session 4
Baoying Chen · Jishen Zeng · Jianquan Yang · Rui Yang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2312
Compact Optimality Verification for Optimization Proxies
In Poster Session 4
Wenbo Chen · Haoruo Zhao · Mathieu Tanneau · Pascal Van Hentenryck
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2614
What Can Transformer Learn with Varying Depth? Case Studies on Sequence Learning Tasks
In Poster Session 4
Xingwu Chen · Difan Zou
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #807
PICLe: Eliciting Diverse Behaviors from Large Language Models with Persona In-Context Learning
In Poster Session 4
Hyeong Kyu Choi · Sharon Li
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1413
A connection between Tempering and Entropic Mirror Descent
In Poster Session 4
Nicolas Chopin · Francesca R Crucinio · Anna Korba
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1016
Dynamic Correlation Clustering in Sublinear Update Time
In Poster Session 4
Vincent Cohen-Addad · Silvio Lattanzi · Andreas Maggiori · Nikos Parotsidis
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #100
Statistical Inference Under Constrained Selection Bias
In Poster Session 4
Santiago Cortes-Gomez · Mateo Dulce Rubio · Carlos Miguel Patiño · Bryan Wilder
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2215
Conformal Prediction Sets Improve Human Decision Making
In Poster Session 4
Jesse Cresswell · yi sui · Bhargava Kumar · Noël Vouitsis
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #210
A decoder-only foundation model for time-series forecasting
In Poster Session 4
Abhimanyu Das · Weihao Kong · Rajat Sen · Yichen Zhou
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1101
Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction
In Poster Session 4
Riccardo De Santi · Federico Arangath Joseph · Noah Liniger · Mirco Mutti · Andreas Krause
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #812
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments
In Poster Session 4
Antoine Dedieu · Wolfgang Lehrach · Guangyao Zhou · Dileep George · Miguel Lazaro-Gredilla
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2711
Double Stochasticity Gazes Faster: Snap-Shot Decentralized Stochastic Gradient Tracking Methods
In Poster Session 4
Hao Di · Haishan Ye · Xiangyu Chang · Guang Dai · Ivor Tsang
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1011
Learning-Rate-Free Stochastic Optimization over Riemannian Manifolds
In Poster Session 4
Daniel Dodd · Louis Sharrock · Chris Nemeth
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #209
MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series
In Poster Session 4
Jufang Duan · Wei Zheng · Yangzhou Du · Wenfa Wu · Haipeng Jiang · Hongsheng Qi
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #511
Equivariant Frames and the Impossibility of Continuous Canonicalization
In Poster Session 4
Nadav Dym · Hannah Lawrence · Jonathan Siegel
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2716
Scalable Pre-training of Large Autoregressive Image Models
In Poster Session 4
Alaaeldin Ali · Michal Klein · Shuangfei Zhai · Miguel Angel Bautista Martin · Vaishaal Shankar · Alexander Toshev · Joshua M Susskind · Armand Joulin
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1317
INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer
In Poster Session 4
Han Fang · Zhihao Song · Paul Weng · Yutong Ban
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1311
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL
In Poster Session 4
Jesse Farebrother · Jordi Orbay · Quan Vuong · Adrien Ali Taiga · Yevgen Chebotar · Ted Xiao · Alexander Irpan · Sergey Levine · Pablo Samuel Castro · Aleksandra Faust · Aviral Kumar · Rishabh Agarwal
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #115
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
In Poster Session 4
Shikun Feng · Yuyan Ni · Li · Yanwen Huang · Zhiming Ma · Wei-Ying Ma · Yanyan Lan
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1503
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift
In Poster Session 4
Luca Franco · Paolo Mandica · Konstantinos Kallidromitis · Devin Guillory · Yu-Teng Li · Trevor Darrell · Fabio Galasso
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2405
Interpretability Illusions in the Generalization of Simplified Models
In Poster Session 4
Dan Friedman · Andrew Lampinen · Lucas Dixon · Danqi Chen · Asma Ghandeharioun
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2109
Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning
In Poster Session 4
Kai Gan · Tong Wei
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2000
Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model
In Poster Session 4
Chenyin Gao · ZHIMING ZHANG · Shu Yang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1802
Projection-Free Online Convex Optimization with Time-Varying Constraints
In Poster Session 4
Dan Garber · Ben Kretzu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1704
Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms
In Poster Session 4
Avishek Ghosh · Arya Mazumdar
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #711
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding
In Poster Session 4
Linyuan Gong · Mostafa Elhoushi · Alvin Cheung
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2417
AI Control: Improving Safety Despite Intentional Subversion
In Poster Session 4
Ryan Greenblatt · Buck Shlegeris · Kshitij Sachan · Fabien Roger
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #601
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation
In Poster Session 4
Gauthier Guinet · Behrooz Tehrani · Anoop Deoras · Laurent Callot
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #708
Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning
In Poster Session 4
Sungwon Han · Jinsung Yoon · Sercan Arik · Tomas Pfister
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #305
Wasserstein Wormhole: Scalable Optimal Transport Distance with Transformer
In Poster Session 4
Doron Haviv · Russell Kunes · Thomas Dougherty · Cassandra Burdziak · Tal Nawy · Anna C. Gilbert · Dana Pe'er
[ Slides] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2603
LoRA+: Efficient Low Rank Adaptation of Large Models
In Poster Session 4
Soufiane Hayou · Nikhil Ghosh · Bin Yu
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1104
Riemannian Accelerated Zeroth-order Algorithm: Improved Robustness and Lower Query Complexity
In Poster Session 4
Chang He · Zhaoye Pan · Xiao Wang · Bo Jiang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2116
Ambiguity-Aware Abductive Learning
In Poster Session 4
Hao-Yuan He · Hui Sun · Zheng Xie · Ming Li
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1806
Randomized Confidence Bounds for Stochastic Partial Monitoring
In Poster Session 4
Maxime Heuillet · Ola Ahmad · Audrey Durand
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1406
Estimating Unknown Population Sizes Using the Hypergeometric Distribution
In Poster Session 4
Liam Hodgson · Danilo Bzdok
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #709
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
In Poster Session 4
Junyuan Hong · Jinhao Duan · Chenhui Zhang · Zhangheng Li · Chulin Xie · Kelsey Lieberman · James Diffenderfer · Brian Bartoldson · Ajay Jaiswal · Kaidi Xu · Bhavya Kailkhura · Dan Hendrycks · Dawn Song · Zhangyang “Atlas” Wang · Bo Li
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1907
A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs
In Poster Session 4
Kihyuk Hong · Ambuj Tewari
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1206
An Information Theoretic Approach to Interaction-Grounded Learning
In Poster Session 4
Xiaoyan Hu · Farzan Farnia · Ho-fung Leung
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2105
Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Unsupervised Domain Adaptation
In Poster Session 4
Dapeng Hu · Jian Liang · Xinchao Wang · Chuan-Sheng Foo
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1009
CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks
In Poster Session 4
Yulong Huang · Xiaopeng LIN · Hongwei Ren · Haotian FU · Yue Zhou · Zunchang LIU · biao pan · Bojun Cheng
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #501
MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation
In Poster Session 4
Qian Huang · Jian Vora · Percy Liang · Jure Leskovec
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #314
An Embodied Generalist Agent in 3D World
In Poster Session 4
Jiangyong Huang · Silong Yong · Xiaojian Ma · Xiongkun Linghu · Puhao Li · Yan Wang · Qing Li · Song-Chun Zhu · Baoxiong Jia · Siyuan Huang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1801
Nash Incentive-compatible Online Mechanism Learning via Weakly Differentially Private Online Learning
In Poster Session 4
Joon Suk Huh · Kirthevasan Kandasamy
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #104
Discrete Latent Perspective Learning for Segmentation and Detection
In Poster Session 4
Deyi Ji · Feng Zhao · Lanyun Zhu · Wenwei Jin · Hongtao Lu · Jieping Ye
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2200
On the Origins of Linear Representations in Large Language Models
In Poster Session 4
Yibo Jiang · Goutham Rajendran · Pradeep Ravikumar · Bryon Aragam · Victor Veitch
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1103
Federated Optimization with Doubly Regularized Drift Correction
In Poster Session 4
Xiaowen Jiang · Anton Rodomanov · Sebastian Stich
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1109
Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization
In Poster Session 4
Wei Jiang · Sifan Yang · Wenhao Yang · Yibo Wang · Yuanyu Wan · Lijun Zhang
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1005
Experts Don't Cheat: Learning What You Don't Know By Predicting Pairs
In Poster Session 4
Daniel D. Johnson · Daniel Tarlow · David Duvenaud · Chris Maddison
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2209
Beyond the Calibration Point: Mechanism Comparison in Differential Privacy
In Poster Session 4
Georgios Kaissis · Stefan Kolek · Borja de Balle Pigem · Jamie Hayes · Daniel Rueckert
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2512
Certifiably Byzantine-Robust Federated Conformal Prediction
In Poster Session 4
Mintong Kang · Zhen Lin · Jimeng Sun · Cao Xiao · Bo Li
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2305
Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions
In Poster Session 4
Sanjay Kariyappa · Freddy Lecue · Saumitra Mishra · Christopher Pond · Daniele Magazzeni · Manuela Veloso
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #317
Breaking through the learning plateaus of in-context learning in Transformer
In Poster Session 4
Jingwen Fu · Tao Yang · Yuwang Wang · Yan Lu · Nanning Zheng
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2001
Off-policy Evaluation Beyond Overlap: Sharp Partial Identification Under Smoothness
In Poster Session 4
Samir Khan · Martin Saveski · Johan Ugander
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2606
Gaussian Plane-Wave Neural Operator for Electron Density Estimation
In Poster Session 4
Seongsu Kim · Sungsoo Ahn
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1108
Demystifying SGD with Doubly Stochastic Gradients
In Poster Session 4
Kyurae Kim · Joohwan Ko · Yian Ma · Jacob Gardner
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #311
Discovering Features with Synergistic Interactions in Multiple Views
In Poster Session 4
Chohee Kim · M van der Schaar · Changhee Lee
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1602
One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning
In Poster Session 4
Doyoung Kim · Susik Yoon · Dongmin Park · Youngjun Lee · Hwanjun Song · Jihwan Bang · Jae-Gil Lee
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1305
A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback
In Poster Session 4
Kihyun Kim · Jiawei Zhang · Asuman Ozdaglar · Pablo A. Parrilo
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1501
Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes
In Poster Session 4
Hyunouk Ko · Xiaoming Huo
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #513
Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis
In Poster Session 4
Juyeon Ko · Inho Kong · Dogyun Park · Hyunwoo Kim
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #604
CLLMs: Consistency Large Language Models
In Poster Session 4
Siqi Kou · Lanxiang Hu · Zhezhi He · Zhijie Deng · Hao Zhang
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1200
PcLast: Discovering Plannable Continuous Latent States
In Poster Session 4
ANURAG KOUL · Shivakanth Sujit · Shaoru Chen · Benjamin Evans · Lili Wu · Byron Xu · Rajan Chari · Riashat Islam · Raihan Seraj · Yonathan Efroni · Lekan Molu · Miroslav Dudik · John Langford · Alex Lamb
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1507
Sobolev Space Regularised Pre Density Models
In Poster Session 4
Mark Kozdoba · Binyamin Perets · Shie Mannor
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2207
Mean Estimation in the Add-Remove Model of Differential Privacy
In Poster Session 4
Alex Kulesza · Ananda Suresh · Yuyan Wang
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1908
Run-Time Task Composition with Safety Semantics
In Poster Session 4
Kevin Leahy · Makai Mann · Zachary Serlin
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #901
Defining Neural Network Architecture through Polytope Structures of Datasets
In Poster Session 4
Sangmin Lee · Abbas Mammadov · Jong Chul YE
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1414
Improving Gradient-Guided Nested Sampling for Posterior Inference
In Poster Session 4
Pablo Lemos · Nikolay Malkin · Will Handley · Yoshua Bengio · Yashar Hezaveh · Laurence Perreault-Levasseur
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1506
Winner-takes-all learners are geometry-aware conditional density estimators
In Poster Session 4
Victor Letzelter · David Perera · C√©dric Rommel · Mathieu Fontaine · Slim Essid · Gaël Richard · Patrick Perez
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1115
Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms
In Poster Session 4
Yuchen Li · Laura Balzano · Deanna Needell · Hanbaek Lyu
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2605
DetKDS: Knowledge Distillation Search for Object Detectors
In Poster Session 4
Lujun Li · Yufan Bao · Peijie Dong · Chuanguang Yang · Anggeng Li · Wenhan Luo · Qifeng Liu · Wei Xue · Yike Guo
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #610
Evolving Subnetwork Training for Large Language Models
In Poster Session 4
hanqi li · Lu Chen · Da Ma · Zijian Wu · Su Zhu · Kai Yu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #704
ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking
In Poster Session 4
Wenshuo Li · Xinghao Chen · Han Shu · Yehui Tang · Yunhe Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2108
Positive and Unlabeled Learning with Controlled Probability Boundary Fence
In Poster Session 4
Changchun Li · Yuanchao Dai · Lei Feng · Ximing Li · Bing Wang · Jihong Ouyang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #312
VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context
In Poster Session 4
yunxin li · Baotian Hu · Haoyuan Shi · Wei Wang · Longyue Wang · Min Zhang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2507
Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines
In Poster Session 4
Yuchen Li · Alexandre Kirchmeyer · Aashay Mehta · Yilong Qin · Boris Dadachev · Kishore Papineni · Sanjiv Kumar · Andrej Risteski
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1705
Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts?
In Poster Session 4
Huy Nguyen · Pedram Akbarian · Nhat Ho
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2213
PID: Prompt-Independent Data Protection Against Latent Diffusion Models
In Poster Session 4
Ang Li · Yichuan Mo · Mingjie Li · Yisen Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #109
Compress Clean Signal from Noisy Raw Image: A Self-Supervised Approach
In Poster Session 4
Zhihao Li · Yufei Wang · Alex Kot · Bihan Wen
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1312
VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling
In Poster Session 4
Siyuan Li · Zedong Wang · Zicheng Liu · Di Wu · Cheng Tan · Jiangbin Zheng · Yufei Huang · Stan Z Li
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #200
$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
In Poster Session 4
Philipp Holl · Nils Thuerey
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1604
Algorithmic Stability Unleashed: Generalization Bounds with Unbounded Losses
In Poster Session 4
Shaojie Li · Bowei Zhu · Yong Liu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #815
Graph Geometry-Preserving Autoencoders
In Poster Session 4
Jungbin Lim · Jihwan Kim · Yonghyeon Lee · Cheongjae Jang · Frank Chongwoo Park
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #515
Layer-Aware Analysis of Catastrophic Overfitting: Revealing the Pseudo-Robust Shortcut Dependency
In Poster Session 4
Runqi Lin · Chaojian Yu · Bo Han · Hang Su · Tongliang Liu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2704
Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification
In Poster Session 4
Xixun Lin · Wenxiao Zhang · Fengzhao Shi · Chuan Zhou · Lixin Zou · Xiangyu Zhao · Dawei Yin · Shirui Pan · Yanan Cao
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #810
Lie Neurons: Adjoint-Equivariant Neural Networks for Semisimple Lie Algebras
In Poster Session 4
Tzu-Yuan Lin · Minghan Zhu · Maani Ghaffari
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1114
Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization
In Poster Session 4
Zhuanghua Liu · Cheng Chen · Luo Luo · Bryan Kian Hsiang Low
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #105
ESNet: Evolution and Succession Network for High-Resolution Salient Object Detection
In Poster Session 4
Hongyu Liu · Runmin Cong · Hua Li · Qianqian Xu · Qingming Huang · Wei Zhang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #915
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
In Poster Session 4
Ziquan Liu · Yufei Cui · Yan Yan · Yi Xu · Xiangyang Ji · Xue Liu · Antoni Chan
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #617
Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents
In Poster Session 4
Zhihan Liu · Hao Hu · Shenao Zhang · Hongyi Guo · Shuqi Ke · Boyi Liu · Zhaoran Wang
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2101
Multi-Source Conformal Inference Under Distribution Shift
In Poster Session 4
Yi Liu · Alexander Levis · Sharon-Lise Normand · Larry Han
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #401
Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences
In Poster Session 4
Zicheng Liu · Siyuan Li · Li Wang · Zedong Wang · Yunfan Liu · Stan Z Li
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2100
Language-Driven Cross-Modal Classifier for Zero-Shot Multi-Label Image Recognition
In Poster Session 4
Yicheng Liu · Jie Wen · Chengliang Liu · xiaozhao fang · Zuoyong Li · Yong Xu · Zheng Zhang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1508
Reparameterized Importance Sampling for Robust Variational Bayesian Neural Networks
In Poster Session 4
Yunfei Long · Zilin Tian · Liguo Zhang · Huosheng Xu
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2411
Attention Meets Post-hoc Interpretability: A Mathematical Perspective
In Poster Session 4
Gianluigi Lopardo · Frederic Precioso · Damien Garreau
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1606
Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum
In Poster Session 4
Tin Sum Cheng · Aurelien Lucchi · Anastasis Kratsios · David Belius
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #207
CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables
In Poster Session 4
Jiecheng Lu · Xu Han · Sun · Shihao Yang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1707
Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear Regression
In Poster Session 4
Zhankun Luo · Abolfazl Hashemi
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #214
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
In Poster Session 4
Changze Lv · Yansen Wang · Dongqi Han · Xiaoqing Zheng · Xuanjing Huang · Dongsheng Li
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2511
High-dimensional Linear Bandits with Knapsacks
In Poster Session 4
Wanteng Ma · Dong Xia · Jiashuo Jiang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #811
SCoRe: Submodular Combinatorial Representation Learning
In Poster Session 4
Anay Majee · Suraj Kothawade · Krishnateja Killamsetty · Rishabh Iyer
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1703
$H$-Consistency Guarantees for Regression
In Poster Session 4
Anqi Mao · Mehryar Mohri · Yutao Zhong
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #903
Keep the Momentum: Conservation Laws beyond Euclidean Gradient Flows
In Poster Session 4
Sibylle Marcotte · Rémi Gribonval · Gabriel Peyré
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2406
On the Tractability of SHAP Explanations under Markovian Distributions
In Poster Session 4
Reda Marzouk · De la Higuera
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2204
Delving into Differentially Private Transformer
In Poster Session 4
Youlong Ding · Xueyang Wu · Yining meng · Yonggang Luo · Hao Wang · Pan Weike
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #308
Deep Fusion: Efficient Network Training via Pre-trained Initializations
In Poster Session 4
Hanna Mazzawi · Xavi Gonzalvo · Michael Wunder · Sammy Jerome · Benoit Dherin
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2708
IM-3D: Iterative Multiview Diffusion and Reconstruction for High-Quality 3D Generation
In Poster Session 4
Luke Melas-Kyriazi · Iro Laina · Christian Rupprecht · Natalia Neverova · Andrea Vedaldi · Oran Gafni · Filippos Kokkinos
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1504
O$n$ Learning Deep O($n$)-Equivariant Hyperspheres
In Poster Session 4
Pavlo Melnyk · Michael Felsberg · Mårten Wadenbäck · Andreas Robinson · Cuong Le
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2301
TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors
In Poster Session 4
Yichuan Mo · Hui Huang · Mingjie Li · Ang Li · Yisen Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #805
Language Models with Conformal Factuality Guarantees
In Poster Session 4
Christopher Mohri · Tatsunori Hashimoto
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #814
Causal Representation Learning Made Identifiable by Grouping of Observational Variables
In Poster Session 4
Hiroshi Morioka · Aapo Hyvarinen
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #202
Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs
In Poster Session 4
Chandra Mouli Sekar · Danielle Robinson · Shima Alizadeh · Gaurav Gupta · Andrew Stuart · Michael Mahoney · Yuyang Wang
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2610
BAGEL: Bootstrapping Agents by Guiding Exploration with Language
In Poster Session 4
Shikhar Murty · Christopher Manning · Peter Shaw · Mandar Joshi · Kenton Lee
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1800
Factored-Reward Bandits with Intermediate Observations
In Poster Session 4
Marco Mussi · Simone Drago · Marcello Restelli · Alberto Maria Metelli
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1600
How Transformers Learn Causal Structure with Gradient Descent
In Poster Session 4
Eshaan Nichani · Alex Damian · Jason Lee
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1706
Understanding the Impact of Introducing Constraints at Inference Time on Generalization Error
In Poster Session 4
Masaaki Nishino · Kengo Nakamura · Norihito Yasuda
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1308
In value-based deep reinforcement learning, a pruned network is a good network
In Poster Session 4
Johan Obando Ceron · Aaron Courville · Pablo Samuel Castro
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1607
Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to $K$-Level Stochastic Optimizations
In Poster Session 4
Xiaokang Pan · Xingyu Li · Jin Liu · Tao Sun · Kai Sun · Lixing Chen · Zhe Qu
[ Slides]  [ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #702
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation
In Poster Session 4
Xianghe Pang · shuo tang · Rui Ye · Yuxin Xiong · Bolun Zhang · Yanfeng Wang · Siheng Chen
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2402
SignSGD with Federated Defense: Harnessing Adversarial Attacks through Gradient Sign Decoding
In Poster Session 4
Chanho Park · Namyoon Lee
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #900
State-Free Inference of State-Space Models: The *Transfer Function* Approach
In Poster Session 4
Rom N. Parnichkun · Stefano Massaroli · Alessandro Moro · Jimmy Smith · Ramin Hasani · Mathias Lechner · Qi An · Christopher Re · Hajime Asama · Stefano Ermon · Taiji Suzuki · Michael Poli · Atsushi Yamashita
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #600
Prompting a Pretrained Transformer Can Be a Universal Approximator
In Poster Session 4
Aleksandar Petrov · Phil Torr · Adel Bibi
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1302
Detecting Influence Structures in Multi-Agent Reinforcement Learning
In Poster Session 4
Fabian Raoul Pieroth · Katherine Fitch · Lenz Belzner
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1906
Efficient Exploration in Average-Reward Constrained Reinforcement Learning: Achieving Near-Optimal Regret With Posterior Sampling
In Poster Session 4
Danil Provodin · Maurits Kaptein · Mykola Pechenizkiy
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2505
Compute Better Spent: Replacing Dense Layers with Structured Matrices
In Poster Session 4
Shikai Qiu · Andres Potapczynski · Marc Finzi · Micah Goldblum · Andrew Wilson
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2404
Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion
In Poster Session 4
Ishaan Rawal · Alexander Matyasko · Shantanu Jaiswal · Basura Fernando · Cheston Tan
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2317
Fair Federated Learning via the Proportional Veto Core
In Poster Session 4
Bhaskar Ray Chaudhury · Aniket Murhekar · Zhuowen Yuan · Bo Li · Ruta Mehta · Ariel Procaccia
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1214
Optimal Batched Linear Bandits
In Poster Session 4
Xuanfei Ren · Tianyuan Jin · Pan Xu
[ Slides] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #303
Plug-and-Play image restoration with Stochastic deNOising REgularization
In Poster Session 4
Marien Renaud · Jean Prost · Arthur Leclaire · Nicolas Papadakis
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #106
Position: Mission Critical – Satellite Data is a Distinct Modality in Machine Learning
In Poster Session 4
Esther Rolf · Konstantin Klemmer · Caleb Robinson · Hannah Kerner
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #211
Modelling Microbial Communities with Graph Neural Networks
In Poster Session 4
Albane Ruaud · Cansu Sancaktar · Marco Bagatella · Christoph Ratzke · Georg Martius
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #215
Predictive Coding beyond Correlations
In Poster Session 4
Tommaso Salvatori · Luca Pinchetti · Amine M'Charrak · Beren Millidge · Thomas Lukasiewicz
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1700
Online Learning with Bounded Recall
In Poster Session 4
Jon Schneider · Kiran Vodrahalli
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #614
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
In Poster Session 4
Bilgehan Sel · Ahmad Al-Tawaha · Vanshaj Khattar · Ruoxi Jia · Ming Jin
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2714
Prompting is a Double-Edged Sword: Improving Worst-Group Robustness of Foundation Models
In Poster Session 4
Amrith Setlur · Saurabh Garg · Virginia Smith · Sergey Levine
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2407
A Multimodal Automated Interpretability Agent
In Poster Session 4
Tamar Rott Shaham · Sarah Schwettmann · Franklin Wang · Achyuta Rajaram · Evan Hernandez · Jacob Andreas · Antonio Torralba
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #302
Learning Decision Policies with Instrumental Variables through Double Machine Learning
In Poster Session 4
Bill Daqian Shao · Ashkan Soleymani · Francesco Quinzan · Marta Kwiatkowska
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2612
Position: Do pretrained Transformers Learn In-Context by Gradient Descent?
In Poster Session 4
Lingfeng Shen · Aayush Mishra · Daniel Khashabi
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2112
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts
In Poster Session 4
Jiang-Xin Shi · Tong Wei · Zhi Zhou · Jie-Jing Shao · Xin-Yan Han · Yu-Feng Li
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2306
Deletion-Anticipative Data Selection with a Limited Budget
In Poster Session 4
Rachael Hwee Ling Sim · Jue Fan · Xiao Tian · Patrick Jaillet · Bryan Kian Hsiang Low
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1309
In-Context Reinforcement Learning for Variable Action Spaces
In Poster Session 4
Viacheslav Sinii · Alexander Nikulin · Vladislav Kurenkov · Ilya Zisman · Sergey Kolesnikov
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1303
Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing
In Poster Session 4
Amutheezan Sivagnanam · Ava Pettet · Hunter Lee · Ayan Mukhopadhyay · Abhishek Dubey · Aron Laszka
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1411
Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks?
In Poster Session 4
Emanuel Sommer · Lisa Wimmer · Theodore Papamarkou · Ludwig Bothmann · Bernd Bischl · David Rügamer
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1105
Position: Leverage Foundational Models for Black-Box Optimization
In Poster Session 4
Xingyou Song · Yingtao Tian · Robert Lange · Chansoo Lee · Yujin Tang · Yutian Chen
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1403
Reinforcement Learning from Reachability Specifications: PAC Guarantees with Expected Conditional Distance
In Poster Session 4
Jakub Svoboda · Suguman Bansal · Krishnendu Chatterjee
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1107
Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds
In Poster Session 4
Shion Takeno · Yu Inatsu · Masayuki Karasuyama · Ichiro Takeuchi
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2800
Deciphering RNA Secondary Structure Prediction: A Probabilistic K-Rook Matching Perspective
In Poster Session 4
Cheng Tan · Zhangyang Gao · Hanqun CAO · Xingran Chen · Wang Ge · Lirong Wu · Jun Xia · Jiangbin Zheng · Stan Z Li
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #304
Memorization Through the Lens of Curvature of Loss Function Around Samples
In Poster Session 4
Isha Garg · Deepak Ravikumar · Kaushik Roy
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #701
Rethinking Optimization and Architecture for Tiny Language Models
In Poster Session 4
Yehui Tang · Kai Han · Fangcheng Liu · Yunsheng Ni · Yuchuan Tian · Zheyuan Bai · Yi-Qi Hu · Sichao Liu · Shang-Ling Jui · Yunhe Wang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #300
QUEST: Query-Aware Sparsity for Efficient Long-Context LLM Inference
In Poster Session 4
Jiaming Tang · Yilong Zhao · Kan Zhu · Guangxuan Xiao · Baris Kasikci · Song Han
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #111
Improving Antibody Humanness Prediction using Patent Data
In Poster Session 4
Talip Ucar · Aubin Ramon · Dino Oglic · Rebecca Croasdale-Wood · Tom Diethe · Pietro Sormanni
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #415
Feedback Efficient Online Fine-Tuning of Diffusion Models
In Poster Session 4
Masatoshi Uehara · Yulai Zhao · Kevin Black · Ehsan Hajiramezanali · Gabriele Scalia · Nathaniel Diamant · Alex Tseng · Sergey Levine · Tommaso Biancalani
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #405
Algorithm and Hardness for Dynamic Attention Maintenance in Large Language Models
In Poster Session 4
Jan van den Brand · Zhao Song · Tianyi Zhou
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #902
When Representations Align: Universality in Representation Learning Dynamics
In Poster Session 4
Loek van Rossem · Andrew Saxe
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1404
To the Max: Reinventing Reward in Reinforcement Learning
In Poster Session 4
Grigorii Veviurko · Wendelin Boehmer · Mathijs de Weerdt
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1014
Convergence of Some Convex Message Passing Algorithms to a Fixed Point
In Poster Session 4
Václav Voráček · Tomáš Werner
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #307
Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning
In Poster Session 4
Nikhil Vyas · Depen Morwani · Rosie Zhao · Gal Kaplun · Sham Kakade · Boaz Barak
[ Slides] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #316
Revisiting the Power of Prompt for Visual Tuning
In Poster Session 4
Yuzhu Wang · Lechao Cheng · Chaowei Fang · Dingwen Zhang · Manni Duan · Meng Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1304
Imitation Learning from Purified Demonstrations
In Poster Session 4
Yunke Wang · Minjing Dong · Yukun Zhao · Bo Du · Chang Xu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #801
MEMORYLLM: Towards Self-Updatable Large Language Models
In Poster Session 4
Yu Wang · Yifan Gao · Xiusi Chen · Haoming Jiang · Shiyang Li · Jingfeng Yang · Qingyu Yin · Zheng Li · Xian Li · Bing Yin · Jingbo Shang · Julian McAuley
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1401
Highway Value Iteration Networks
In Poster Session 4
Yuhui Wang · Weida Li · Francesco Faccio · Qingyuan Wu · Jürgen Schmidhuber
[ Slides] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #602
Bridging Data Gaps in Diffusion Models with Adversarial Noise-Based Transfer Learning
In Poster Session 4
Xiyu Wang · Baijiong Lin · Daochang Liu · YINGCONG CHEN · Chang Xu
[ Slides] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2607
How to Trace Latent Generative Model Generated Images without Artificial Watermark?
In Poster Session 4
Zhenting Wang · Vikash Sehwag · Chen Chen · Lingjuan Lyu · Dimitris Metaxas · Shiqing Ma
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2613
Generalization Analysis of Stochastic Weight Averaging with General Sampling
In Poster Session 4
Wang Peng · Li Shen · Zerui Tao · Shuaida He · Dacheng Tao
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #406
Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannot
In Poster Session 4
Zixuan Wang · Stanley Wei · Daniel Hsu · Jason Lee
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #916
Exploring Intrinsic Dimension for Vision-Language Model Pruning
In Poster Session 4
Hanzhang Wang · Jiawen Zhang · Qingyuan Ma
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1412
Exact Soft Analytical Side-Channel Attacks using Tractable Circuits
In Poster Session 4
Thomas Wedenig · Rishub Nagpal · Gaëtan Cassiers · Stefan Mangard · Robert Peharz
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2502
Learning Pseudo-Contractive Denoisers for Inverse Problems
In Poster Session 4
Deliang Wei · Peng Chen · Fang Li
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1006
Extending Test-Time Augmentation with Metamorphic Relations for Combinatorial Problems
In Poster Session 4
Siwei Wei · Xudong Zhang · Zhiyang Zhou · Yan Cai
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2408
Manifold Integrated Gradients: Riemannian Geometry for Feature Attribution
In Poster Session 4
Eslam Zaher · Maciej Trzaskowski · Quan Nguyen · Fred Roosta
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1217
Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning
In Poster Session 4
Xiaoyu Wen · Chenjia Bai · Kang Xu · Xudong Yu · Yang Zhang · Xuelong Li · Zhen Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2111
Diffusion-based Missing-view Generation With the Application on Incomplete Multi-view Clustering
In Poster Session 4
Jie Wen · Shijie Deng · Waikeung Wong · Guoqing Chao · Chao Huang · Lunke Fei · Yong Xu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1003
Stability-Informed Initialization of Neural Ordinary Differential Equations
In Poster Session 4
Theodor Westny · Arman Mohammadi · Daniel Jung · Erik Frisk
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2315
DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation
In Poster Session 4
Yinjun Wu · Mayank Keoliya · Kan Chen · Neelay Velingker · Ziyang Li · Emily Getzen · Qi Long · Mayur Naik · Ravi Parikh · Eric Wong
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #112
Surface-VQMAE: Vector-quantized Masked Auto-encoders on Molecular Surfaces
In Poster Session 4
Fang Wu · Stan Z Li
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #107
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
In Poster Session 4
Haoning Wu · Zicheng Zhang · Weixia Zhang · Chaofeng Chen · Liang Liao · Chunyi Li · Yixuan Gao · Annan Wang · Erli Zhang · Wenxiu Sun · Qiong Yan · Xiongkuo Min · Guangtao Zhai · Weisi Lin
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #410
CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models
In Poster Session 4
Jie Xiao · Kai Zhu · Han Zhang · Zhiheng Liu · Yujun Shen · Zhantao Yang · Ruili Feng · Yu Liu · Xueyang Fu · Zheng-Jun Zha
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2302
Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models
In Poster Session 4
Xiaofan Bai · Chaoxiang He · Xiaojing Ma · Bin Zhu · Hai Jin
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #110
See More Details: Efficient Image Super-Resolution by Experts Mining
In Poster Session 4
Eduard Zamfir · Zongwei Wu · Nancy Mehta · Yulun Zhang · Radu Timofte
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1211
Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback
In Poster Session 4
GUOJUN XIONG · Jian Li
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2416
Intersectional Unfairness Discovery
In Poster Session 4
Gezheng Xu · Qi CHEN · Charles X. Ling · Boyu Wang · Changjian Shui
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #203
Equivariant Graph Neural Operator for Modeling 3D Dynamics
In Poster Session 4
Minkai Xu · Jiaqi Han · Aaron Lou · Jean Kossaifi · Arvind Ramanathan · Kamyar Azizzadenesheli · Jure Leskovec · Stefano Ermon · Anima Anandkumar
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1111
Non-clairvoyant Scheduling with Partial Predictions
In Poster Session 4
Ziyad Benomar · Vianney Perchet
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2102
Meta-Reinforcement Learning Robust to Distributional Shift Via Performing Lifelong In-Context Learning
In Poster Session 4
TengYe Xu · Zihao Li · Qinyuan Ren
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #800
Soft Prompt Recovers Compressed LLMs, Transferably
In Poster Session 4
Zhaozhuo Xu · Zirui Liu · Beidi Chen · Shaochen (Henry) Zhong · Yuxin Tang · Jue Wang · Kaixiong Zhou · Xia Hu · Anshumali Shrivastava
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1210
Robust Inverse Constrained Reinforcement Learning under Model Misspecification
In Poster Session 4
Sheng Xu · Guiliang Liu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2604
Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement
In Poster Session 4
Sheng Xu · Mingze Wang · Yanjing Li · Mingbao Lin · Baochang Zhang · David Doermann · Xiao Sun
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2508
A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction
In Poster Session 4
Keqiang Yan · Alexandra Saxton · Xiaofeng Qian · Xiaoning Qian · Shuiwang Ji
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2501
Retrieval Across Any Domains via Large-scale Pre-trained Model
In Poster Session 4
Jiexi Yan · Zhihui Yin · Chenghao Xu · Cheng Deng · Heng Huang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1900
Reducing Balancing Error for Causal Inference via Optimal Transport
In Poster Session 4
Yuguang Yan · Hao Zhou · Zeqin Yang · Weilin Chen · Ruichu Cai · Zhifeng Hao
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #414
Guidance with Spherical Gaussian Constraint for Conditional Diffusion
In Poster Session 4
Lingxiao Yang · Shutong Ding · Yifan Cai · Jingyi Yu · Jingya Wang · Ye Shi
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2602
SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation
In Poster Session 4
Danni Yang · Jiayi Ji · Yiwei Ma · Tianyu Guo · Haowei Wang · Xiaoshuai Sun · Rongrong Ji
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #716
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment
In Poster Session 4
Rui Yang · Xiaoman Pan · Feng Luo · Shuang Qiu · Han Zhong · Dong Yu · Jianshu Chen
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2608
Explain Temporal Black-Box Models via Functional Decomposition
In Poster Session 4
Linxiao Yang · Yunze Tong · Xinyue Gu · Liang Sun
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2006
Socialized Learning: Making Each Other Better Through Multi-Agent Collaboration
In Poster Session 4
Xinjie Yao · Yu Wang · Pengfei Zhu · Wanyu LIN · Li Jialu · Weihao Li · Qinghua Hu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #615
MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
In Poster Session 4
Weihao Yu · Zhengyuan Yang · Linjie Li · Jianfeng Wang · Kevin Lin · Zicheng Liu · Xinchao Wang · Lijuan Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #706
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
In Poster Session 4
Le Yu · Bowen Yu · Haiyang Yu · Fei Huang · Yongbin Li
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #912
Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
In Poster Session 4
Jianhao Yuan · Francesco Pinto · Adam Davies · Phil Torr
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2700
DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation
In Poster Session 4
Zelin Zang · Hao Luo · Kai Wang · Panpan Zhang · Fan Wang · Stan Z Li · Yang You
[ Slides] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #500
Token-level Direct Preference Optimization
In Poster Session 4
Yongcheng Zeng · Guoqing Liu · Weiyu Ma · Ning Yang · Haifeng Zhang · Jun Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #206
Learning Reward for Robot Skills Using Large Language Models via Self-Alignment
In Poster Session 4
Yuwei Zeng · Yao Mu · Lin Shao
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1102
LQER: Low-Rank Quantization Error Reconstruction for LLMs
In Poster Session 4
Cheng Zhang · Jianyi Cheng · George Constantinides · Yiren Zhao
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #116
Advancing DRL Agents in Commercial Fighting Games: Training, Integration, and Agent-Human Alignment
In Poster Session 4
Chen Zhang · Qiang HE · Yuan Zhou · Elvis S. Liu · Hong Wang · Jian Zhao · Yang Wang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1502
Understanding Unimodal Bias in Multimodal Deep Linear Networks
In Poster Session 4
Yedi Zhang · Peter Latham · Andrew Saxe
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1207
Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation
In Poster Session 4
Wanpeng Zhang · Yilin Li · Boyu Yang · Zongqing Lu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #101
Multi-Factor Adaptive Vision Selection for Egocentric Video Question Answering
In Poster Session 4
Haoyu Zhang · Meng Liu · Zixin Liu · Xuemeng Song · Yaowei Wang · Liqiang Nie
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #909
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions
In Poster Session 4
Kai Zhang · Yi Luan · Hexiang Hu · Kenton Lee · Siyuan Qiao · Wenhu Chen · Yu Su · Ming-Wei Chang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1201
Uncertainty-Aware Reward-Free Exploration with General Function Approximation
In Poster Session 4
Junkai Zhang · Weitong Zhang · Dongruo Zhou · Quanquan Gu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #608
Accelerating Iterative Retrieval-augmented Language Model Serving with Speculation
In Poster Session 4
Zhihao Zhang · Alan Zhu · Lijie Yang · Yihua Xu · Lanting Li · Phitchaya Phothilimthana · Zhihao Jia
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #910
Rethinking Adversarial Robustness in the Context of the Right to be Forgotten
In Poster Session 4
Chenxu Zhao · Wei Qian · Yangyi Li · Aobo Chen · Mengdi Huai
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #806
On Prompt-Driven Safeguarding for Large Language Models
In Poster Session 4
Chujie Zheng · Fan Yin · Hao Zhou · Fandong Meng · Jie Zhou · Kai-Wei Chang · Minlie Huang · Nanyun Peng
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #103
ERQ: Error Reduction for Post-Training Quantization of Vision Transformers
In Poster Session 4
Yunshan Zhong · Jiawei Hu · You Huang · Yuxin Zhang · Rongrong Ji
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2004
CurBench: Curriculum Learning Benchmark
In Poster Session 4
Yuwei Zhou · Zirui Pan · Xin Wang · Hong Chen · Haoyang Li · Yanwen Huang · Zhixiao Xiong · Fangzhou Xiong · Peiyang Xu · Shengnan liu · Wenwu Zhu
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1208
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL
In Poster Session 4
Yifei Zhou · Andrea Zanette · Jiayi Pan · Sergey Levine · Aviral Kumar
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1603
Graphon Mean Field Games with a Representative Player: Analysis and Learning Algorithm
In Poster Session 4
Fuzhong Zhou · Chenyu Zhang · Xu Chen · Xuan Di
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2611
Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF
In Poster Session 4
Banghua Zhu · Michael Jordan · Jiantao Jiao
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1008
Towards Efficient Spiking Transformer: a Token Sparsification Framework for Training and Inference Acceleration
In Poster Session 4
Zhengyang Zhuge · Peisong Wang · Xingting Yao · Jian Cheng
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2005
COPAL: Continual Pruning in Large Language Generative Models
In Poster Session 4
Srikanth Malla · Joon Hee Choi · Chiho Choi
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2212
Differentially Private Sum-Product Networks
In Poster Session 4
Xenia Heilmann · Mattia Cerrato · Ernst Althaus
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #516
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency
In Poster Session 4
Zalan Fabian · Berk Tinaz · Mahdi Soltanolkotabi
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1405
A Distributional Analogue to the Successor Representation
In Poster Session 4
Harley Wiltzer · Jesse Farebrother · Arthur Gretton · Yunhao Tang · Andre Barreto · Will Dabney · Marc Bellemare · Mark Rowland
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2309
A Theoretical Analysis of Backdoor Poisoning Attacks in Convolutional Neural Networks
In Poster Session 4
Boqi Li · Weiwei Liu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1012
Understanding the Training Speedup from Sampling with Approximate Losses
In Poster Session 4
Rudrajit Das · Xi Chen · Bertram Ieong · Parikshit Bansal · Sujay Sanghavi
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1316
Adaptive Horizon Actor-Critic for Policy Learning in Contact-Rich Differentiable Simulation
In Poster Session 4
Ignat Georgiev · Krishnan Srinivasan · Jie Xu · Eric Heiden · Animesh Garg
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2110
MC-GTA: Metric-Constrained Model-Based Clustering using Goodness-of-fit Tests with Autocorrelations
In Poster Session 4
Zhangyu Wang · Gengchen Mai · Krzysztof Janowicz · Ni Lao
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #506
What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding
In Poster Session 4
Hongkang Li · Meng Wang · Tengfei Ma · Sijia Liu · Zaixi Zhang · Pin-Yu Chen
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1601
Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding
In Poster Session 4
Chuanhao Sun · Zhihang Yuan · Kai Xu · Luo Mai · Siddharth N · Shuo Chen · Mahesh Marina
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1410
Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization
In Poster Session 4
Yirui Liu · Xinghao Qiao · Yulong Pei · Liying Wang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2214
PerceptAnon: Exploring the Human Perception of Image Anonymization Beyond Pseudonymization for GDPR
In Poster Session 4
Kartik Patwari · Chen-Nee Chuah · Lingjuan Lyu · Vivek Sharma
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2415
Centralized Selection with Preferences in the Presence of Biases
In Poster Session 4
L. Elisa Celis · Amit Kumar · Nisheeth K. Vishnoi · Shangyu Andrew Xu
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #514
Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling
In Poster Session 4
Zehao Dou · Minshuo Chen · Mengdi Wang · Zhuoran Yang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #914
Tilt your Head: Activating the Hidden Spatial-Invariance of Classifiers
In Poster Session 4
Johann Schmidt · Sebastian Stober
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1807
Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling
In Poster Session 4
Guoqi Yu · Jing Zou · Xiaowei Hu · Angelica I Aviles-Rivero · Jing Qin · Shujun Wang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2514
On the Calibration of Human Pose Estimation
In Poster Session 4
Kerui Gu · Rongyu Chen · Xuanlong Yu · Angela Yao
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #408
The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling
In Poster Session 4
Jiajun Ma · Shuchen Xue · Tianyang Hu · Wenjia Wang · Zhaoqiang Liu · Zhenguo Li · Zhiming Ma · Kenji Kawaguchi
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #905
On the Weight Dynamics of Deep Normalized Networks
In Poster Session 4
Christian H.X. Ali Mehmeti-Göpel · Michael Wand
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1901
Jacobian Regularizer-based Neural Granger Causality
In Poster Session 4
Wanqi Zhou · Shuanghao Bai · Shujian Yu · Qibin Zhao · Badong Chen
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1001
Premise Order Matters in Reasoning with Large Language Models
In Poster Session 4
Xinyun Chen · Ryan Chi · Xuezhi Wang · Denny Zhou
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2617
Graph As Point Set
In Poster Session 4
Xiyuan Wang · Pan Li · Muhan Zhang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #505
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning
In Poster Session 4
Jaejun Lee · Minsung Hwang · Joyce Whang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1213
Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach
In Poster Session 4
Bin Zhang · Hangyu Mao · Lijuan Li · Zhiwei Xu · dapeng Li · Rui Zhao · Guoliang Fan
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2705
Understanding Heterophily for Graph Neural Networks
In Poster Session 4
Junfu Wang · Yuanfang Guo · Liang Yang · Yunhong Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #212
Speech Self-Supervised Learning Using Diffusion Model Synthetic Data
In Poster Session 4
Heting Gao · Kaizhi Qian · Junrui Ni · Chuang Gan · Mark Hasegawa-Johnson · Shiyu Chang · Yang Zhang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #204
3D-VLA: A 3D Vision-Language-Action Generative World Model
In Poster Session 4
Haoyu Zhen · Xiaowen Qiu · Peihao Chen · Jincheng Yang · Xin Yan · Yilun Du · Yining Hong · Chuang Gan
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #409
Compositional Image Decomposition with Diffusion Models
In Poster Session 4
Jocelin Su · Nan Liu · Yanbo Wang · Josh Tenenbaum · Yilun Du
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #407
Memory Efficient Neural Processes via Constant Memory Attention Block
In Poster Session 4
Leo Feng · Frederick Tung · Hossein Hajimirsadeghi · Yoshua Bengio · Mohamed Osama Ahmed
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2206
Trained Random Forests Completely Reveal your Dataset
In Poster Session 4
Julien Ferry · Ricardo Fukasawa · Timothée Pascal · Thibaut Vidal
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2706
Flora: Low-Rank Adapters Are Secretly Gradient Compressors
In Poster Session 4
Yongchang Hao · Yanshuai Cao · Lili Mou
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2217
How do Large Language Models Navigate Conflicts between Honesty and Helpfulness?
In Poster Session 4
Ryan Liu · Theodore R Sumers · Ishita Dasgupta · Thomas Griffiths
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1408
A Computational Framework for Solving Wasserstein Lagrangian Flows
In Poster Session 4
Kirill Neklyudov · Rob Brekelmans · Alexander Tong · Lazar Atanackovic · qiang liu · Alireza Makhzani
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2515
Large Scale Dataset Distillation with Domain Shift
In Poster Session 4
Noel Loo · Alaa Maalouf · Ramin Hasani · Mathias Lechner · Alexander Amini · Daniela Rus
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #816
Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis
In Poster Session 4
Stefan Horoi · Albert Manuel Orozco Camacho · Eugene Belilovsky · Guy Wolf
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #208
Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series
In Poster Session 4
Asterios Tsiourvas · Wei Sun · Georgia Perakis · Pin-Yu Chen · Yada Zhu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #607
NExT: Teaching Large Language Models to Reason about Code Execution
In Poster Session 4
Ansong Ni · Miltiadis Allamanis · Arman Cohan · Yinlin Deng · Kensen Shi · Charles Sutton · Pengcheng Yin
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #313
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition
In Poster Session 4
Zhiyong Yang · Qianqian Xu · Zitai Wang · Sicong Li · Boyu Han · Shilong Bao · Xiaochun Cao · Qingming Huang
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2516
Position: Intent-aligned AI Systems Must Optimize for Agency Preservation
In Poster Session 4
Catalin Mitelut · Benjamin Smith · Peter Vamplew
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #609
Evaluating Quantized Large Language Models
In Poster Session 4
Shiyao Li · Xuefei Ning · Luning Wang · Tengxuan Liu · Xiangsheng Shi · Shengen Yan · Guohao Dai · Huazhong Yang · Yu Wang
[ Slides] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2703
Flexible Residual Binarization for Image Super-Resolution
In Poster Session 4
Yulun Zhang · Haotong Qin · Zixiang Zhao · Xianglong Liu · Martin Danelljan · Fisher Yu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1902
Causal Effect Identification in LiNGAM Models with Latent Confounders
In Poster Session 4
Daniele Tramontano · Yaroslav Kivva · Saber Salehkaleybar · Mathias Drton · Negar Kiyavash
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #400
Transformers, parallel computation, and logarithmic depth
In Poster Session 4
Clayton Sanford · Daniel Hsu · Matus Telgarsky
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2216
Tilt and Average : Geometric Adjustment of the Last Layer for Recalibration
In Poster Session 4
Gyusang Cho · Chan-Hyun Youn
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #906
Sliding Down the Stairs: How Correlated Latent Variables Accelerate Learning with Neural Networks
In Poster Session 4
Lorenzo Bardone · Sebastian Goldt
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2113
Implicit Representations for Constrained Image Segmentation
In Poster Session 4
Jan Philipp Schneider · Mishal Fatima · Jovita Lukasik · Andreas Kolb · Margret Keuper · Michael Moeller
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1216
Scalable Safe Policy Improvement for Factored Multi-Agent MDPs
In Poster Session 4
Federico Bianchi · Edoardo Zorzi · Alberto Castellini · Thiago Simão · Matthijs T. J. Spaan · Alessandro Farinelli
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1708
Generalization Analysis for Multi-Label Learning
In Poster Session 4
Yi-Fan Zhang · Min-Ling Zhang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2513
On the Nonlinearity of Layer Normalization
In Poster Session 4
Yunhao Ni · Yuxin Guo · Junlong Jia · Lei Huang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #411
GenCO: Generating Diverse Designs with Combinatorial Constraints
In Poster Session 4
Aaron Ferber · Arman Zharmagambetov · Taoan Huang · Bistra Dilkina · Yuandong Tian
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #703
TravelPlanner: A Benchmark for Real-World Planning with Language Agents
In Poster Session 4
Jian Xie · Kai Zhang · Jiangjie Chen · Tinghui Zhu · Renze Lou · Yuandong Tian · Yanghua Xiao · Yu Su
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2600
Training-Free Long-Context Scaling of Large Language Models
In Poster Session 4
Chenxin An · Fei Huang · Jun Zhang · Shansan Gong · Xipeng Qiu · Chang Zhou · Lingpeng Kong
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2409
MD tree: a model-diagnostic tree grown on loss landscape
In Poster Session 4
Yefan Zhou · Jianlong Chen · Qinxue Cao · Konstantin Schürholt · Yaoqing Yang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1702
Characterizing ResNet's Universal Approximation Capability
In Poster Session 4
Chenghao LIU · Enming Liang · Minghua Chen
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #712
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
In Poster Session 4
Xiaoxuan Wang · ziniu hu · Pan Lu · Yanqiao Zhu · Jieyu Zhang · Satyen Subramaniam · Arjun Loomba · Shichang Zhang · Yizhou Sun · Wei Wang
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1310
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning
In Poster Session 4
Michael Matthews · Michael Beukman · Benjamin Ellis · Mikayel Samvelyan · Matthew T Jackson · Samuel Coward · Jakob Foerster
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1400
A Bayesian Approach to Online Planning
In Poster Session 4
Nir Greshler · David Ben Eli · Carmel Rabinovitz · Gabi Guetta · Liran Gispan · Guy Zohar · Aviv Tamar
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2410
Local vs. Global Interpretability: A Computational Complexity Perspective
In Poster Session 4
Shahaf Bassan · Guy Amir · Guy Katz
[ Slides] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1205
Efficient Value Iteration for s-rectangular Robust Markov Decision Processes
In Poster Session 4
Navdeep Kumar · Kaixin Wang · Kfir Levy · Shie Mannor
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2107
Federated Combinatorial Multi-Agent Multi-Armed Bandits
In Poster Session 4
Fares Fourati · Mohamed-Slim Alouini · Vaneet Aggarwal
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #917
xT: Nested Tokenization for Larger Context in Large Images
In Poster Session 4
Ritwik Gupta · Shufan Li · Tyler Zhu · Jitendra Malik · Trevor Darrell · Karttikeya Mangalam
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1013
Optimal Hessian/Jacobian-Free Nonconvex-PL Bilevel Optimization
In Poster Session 4
Feihu Huang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1415
Iterated Denoising Energy Matching for Sampling from Boltzmann Densities
In Poster Session 4
Tara Akhound-Sadegh · Jarrid Rector-Brooks · Joey Bose · Sarthak Mittal · Pablo Lemos · Chenghao Liu · Marcin Sendera · Siamak Ravanbakhsh · Gauthier Gidel · Yoshua Bengio · Nikolay Malkin · Alexander Tong
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1015
Optimal Acceleration for Minimax and Fixed-Point Problems is Not Unique
In Poster Session 4
TaeHo Yoon · Jaeyeon Kim · Jaewook Suh · Ernest Ryu
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1306
Confidence Aware Inverse Constrained Reinforcement Learning
In Poster Session 4
Sriram Ganapathi Subramanian · Guiliang Liu · Mohammed Elmahgiubi · Kasra Rezaee · Pascal Poupart
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1110
Mean-field Underdamped Langevin Dynamics and its Spacetime Discretization
In Poster Session 4
Qiang Fu · Ashia Wilson
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #605
Flextron: Many-in-One Flexible Large Language Model
In Poster Session 4
Ruisi Cai · Saurav Muralidharan · Greg Heinrich · Hongxu Yin · Zhangyang “Atlas” Wang · Jan Kautz · Pavlo Molchanov
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #616
Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers
In Poster Session 4
Brian Chen · Tianyang Hu · Hui Jin · Hwee Lee · Kenji Kawaguchi
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2103
Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms
In Poster Session 4
Ye Tian · Haolei Weng · Yang Feng
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1314
SAPG: Split and Aggregate Policy Gradients
In Poster Session 4
Jayesh Singla · Ananye Agarwal · Deepak Pathak
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1417
Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling
In Poster Session 4
Brooks(Ruijia) Niu · Dongxia Wu · Kai Kim · Yian Ma · Duncan Watson-Parris · Rose Yu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2117
Operator SVD with Neural Networks via Nested Low-Rank Approximation
In Poster Session 4
Jongha (Jon) Ryu · Xiangxiang Xu · Hasan Sabri Melihcan Erol · Yuheng Bu · Lizhong Zheng · Gregory Wornell
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2707
Offline Actor-Critic Reinforcement Learning Scales to Large Models
In Poster Session 4
Jost Springenberg · Abbas Abdolmaleki · Jingwei Zhang · Oliver M Groth · Michael Bloesch · Thomas Lampe · Philemon Brakel · Sarah Bechtle · Steven Kapturowski · Roland Hafner · Nicolas Heess · Martin Riedmiller
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2002
Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments
In Poster Session 4
Jonas Schweisthal · Dennis Frauen · M van der Schaar · Stefan Feuerriegel
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #509
Uncertainty for Active Learning on Graphs
In Poster Session 4
Dominik Fuchsgruber · Tom Wollschläger · Bertrand Charpentier · Antonio Oroz · Stephan Günnemann
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1505
Online Learning and Information Exponents: The Importance of Batch size & Time/Complexity Tradeoffs
In Poster Session 4
Luca Arnaboldi · Yatin Dandi · FLORENT KRZAKALA · Bruno Loureiro · Luca Pesce · Ludovic Stephan
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1805
Finite Time Logarithmic Regret Bounds for Self-Tuning Regulation
In Poster Session 4
Rahul Singh · Akshay Mete · Avik Kar · P. R. Kumar
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2106
Non-parametric Online Change Point Detection on Riemannian Manifolds
In Poster Session 4
Xiuheng Wang · Ricardo Borsoi · Cédric Richard
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1002
Balanced Resonate-and-Fire Neurons
In Poster Session 4
Saya Higuchi · Sebastian Kairat · Sander Bohte · Sebastian Otte
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #412
A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models
In Poster Session 4
Taehong Moon · Moonseok Choi · EungGu Yun · Jongmin Yoon · Gayoung Lee · Jaewoong Cho · Juho Lee
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1112
Differentiability and Optimization of Multiparameter Persistent Homology
In Poster Session 4
Luis Scoccola · Siddharth Setlur · David Loiseaux · Mathieu Carrière · Steve Oudot
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #508
Cooperative Graph Neural Networks
In Poster Session 4
Ben Finkelshtein · Xingyue Huang · Michael Bronstein · Ismail Ceylan
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #310
Latent Space Symmetry Discovery
In Poster Session 4
Jianke Yang · Nima Dehmamy · Robin Walters · Rose Yu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2504
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models
In Poster Session 4
Neta Shaul · Uriel Singer · Ricky T. Q. Chen · Matthew Le · Ali Thabet · Albert Pumarola · Yaron Lipman
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2307
Stability and Multigroup Fairness in Ranking with Uncertain Predictions
In Poster Session 4
Siddartha Devic · Aleksandra Korolova · David Kempe · Vatsal Sharan
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2509
A Geometric Decomposition of Finite Games: Convergence vs. Recurrence under Exponential Weights
In Poster Session 4
Davide Legacci · Panayotis Mertikopoulos · Bary Pradelski
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #710
In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
In Poster Session 4
Sheng Liu · Haotian Ye · Lei Xing · James Zou
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #503
Comparing Graph Transformers via Positional Encodings
In Poster Session 4
Mitchell Black · Zhengchao Wan · Gal Mishne · Amir Nayyeri · Yusu Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #809
ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections
In Poster Session 4
Massimo Bini · Karsten Roth · Zeynep Akata · Anna Khoreva
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1905
Reweighted Solutions for Weighted Low Rank Approximation
In Poster Session 4
David Woodruff · Taisuke Yasuda
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #803
GPT-4V(ision) is a Generalist Web Agent, if Grounded
In Poster Session 4
Boyuan Zheng · Boyu Gou · Jihyung Kil · Huan Sun · Yu Su
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #512
Editing Partially Observable Networks via Graph Diffusion Models
In Poster Session 4
Puja Trivedi · Ryan A Rossi · David Arbour · Tong Yu · Franck Dernoncourt · Sungchul Kim · Nedim Lipka · Namyong Park · Nesreen Ahmed · Danai Koutra
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #713
Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind
In Poster Session 4
Mo Yu · Qiujing Wang · Shunchi Zhang · Yisi Sang · Kangsheng Pu · Zekai Wei · Han Wang · Liyan Xu · Jing Li · Yue Yu · Jie Zhou
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2316
Augmenting Decision with Hypothesis in Reinforcement Learning
In Poster Session 4
Nguyen Minh Quang · Hady Lauw
[ Poster] 
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2210
PriorBoost: An Adaptive Algorithm for Learning from Aggregate Responses
In Poster Session 4
Adel Javanmard · Matthew Fahrbach · Vahab Mirrokni
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2400
TimeX++: Learning Time-Series Explanations with Information Bottleneck
In Poster Session 4
Zichuan Liu · Tianchun Wang · Jimeng Shi · Xu Zheng · Zhuomin Chen · Lei Song · Wenqian Dong · Jayantha Obeysekera · Farhad Shirani · Dongsheng Luo
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #804
Larimar: Large Language Models with Episodic Memory Control
In Poster Session 4
Payel Das · Subhajit Chaudhury · Elliot Nelson · Igor Melnyk · Sarath Swaminathan · Sophie Dai · Aurelie Lozano · Georgios Kollias · Vijil Chenthamarakshan · Jiri Navratil · Soham Dan · Pin-Yu Chen
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #117
Position: Data-driven Discovery with Large Generative Models
In Poster Session 4
Bodhisattwa Prasad Majumder · Harshit Surana · Dhruv Agarwal · Sanchaita Hazra · Ashish Sabharwal · Peter Clark
[ Slides] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #502
Position: Future Directions in the Theory of Graph Machine Learning
In Poster Session 4
Christopher Morris · Fabrizio Frasca · Nadav Dym · Haggai Maron · Ismail Ceylan · Ron Levie · Derek Lim · Michael Bronstein · Martin Grohe · Stefanie Jegelka
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1500
Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States
In Poster Session 4
Noam Razin · Yotam Alexander · Edo Cohen-Karlik · Raja Giryes · Amir Globerson · Nadav Cohen
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1608
No Double Descent in Principal Component Regression: A High-Dimensional Analysis
In Poster Session 4
Daniel Gedon · Antonio Ribeiro · Thomas Schön
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #216
AutoOS: Make Your OS More Powerful by Exploiting Large Language Models
In Poster Session 4
Huilai Chen · Yuanbo Wen · Limin Cheng · Shouxu Kuang · Yumeng Liu · Weijia Li · Ling Li · Rui Zhang · Xinkai Song · Wei Li · Qi Guo · Yunji Chen
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1808
Performance Bounds for Active Binary Testing with Information Maximization
In Poster Session 4
Aditya Chattopadhyay · Benjamin Haeffele · Rene Vidal · Donald Geman
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1007
Towards Causal Foundation Model: on Duality between Optimal Balancing and Attention
In Poster Session 4
Jiaqi Zhang · Joel Jennings · Agrin Hilmkil · Nick Pawlowski · Cheng Zhang · Chao Ma
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #113
Representing Molecules as Random Walks Over Interpretable Grammars
In Poster Session 4
Michael Sun · Minghao Guo · Weize Yuan · Veronika Thost · Crystal Owens · Aristotle Grosz · Sharvaa Selvan · Katelyn Zhou · Hassan Mohiuddin · Benjamin Pedretti · Zachary Smith · Jie Chen · Wojciech Matusik
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #904
Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss
In Poster Session 4
Yahong Yang · Juncai He
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #201
Towards a Self-contained Data-driven Global Weather Forecasting Framework
In Poster Session 4
Yi Xiao · LEI BAI · Wei Xue · Hao Chen · Kun Chen · kang chen · Tao Han · Wanli Ouyang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #612
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models
In Poster Session 4
George-Octavian Bărbulescu · Peter Triantafillou
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2414
MaxMin-RLHF: Alignment with Diverse Human Preferences
In Poster Session 4
Souradip Chakraborty · Jiahao Qiu · Hui Yuan · Alec Koppel · Dinesh Manocha · Furong Huang · Amrit Singh Bedi · Mengdi Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #507
Learning Divergence Fields for Shift-Robust Graph Representations
In Poster Session 4
Qitian Wu · Fan Nie · Chenxiao Yang · Junchi Yan
[ Slides] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #403
Self-attention Networks Localize When QK-eigenspectrum Concentrates
In Poster Session 4
Han Bao · Ryuichiro Hataya · Ryo Karakida
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1701
Faster Streaming and Scalable Algorithms for Finding Directed Dense Subgraphs in Large Graphs
In Poster Session 4
Slobodan Mitrovic · Theodore Pan
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1903
Effect-Invariant Mechanisms for Policy Generalization
In Poster Session 4
Sorawit Saengkyongam · Niklas Pfister · Predag Klasnja · Susan Murphy · Jonas Peters
[ JMLR] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #813
Bottleneck-Minimal Indexing for Generative Document Retrieval
In Poster Session 4
Xin Du · Lixin Xiu · Kumiko Tanaka-Ishii
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1212
Model-based Reinforcement Learning for Parameterized Action Spaces
In Poster Session 4
Renhao Zhang · Haotian Fu · Yilin Miao · George Konidaris
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #315
Indirectly Parameterized Concrete Autoencoders
In Poster Session 4
Alfred Nilsson · Klas Wijk · Sai bharath chandra Gutha · Erik Englesson · Alexandra Hotti · Carlo Saccardi · Oskar Kviman · Jens Lagergren · Ricardo Vinuesa · Hossein Azizpour
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #908
EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
In Poster Session 4
Sunil Hwang · Jaehong Yoon · Youngwan Lee · Sung Ju Hwang
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #913
BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation
In Poster Session 4
Daeun Lee · Jaehong Yoon · Sung Ju Hwang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1416
Sampling in Unit Time with Kernel Fisher-Rao Flow
In Poster Session 4
Aimee Maurais · Youssef Marzouk
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2616
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
In Poster Session 4
Lu Yin · You Wu · Zhenyu Zhang · Cheng-Yu Hsieh · Yaqing Wang · Yiling Jia · Gen Li · Ajay Jaiswal · Mykola Pechenizkiy · Yi Liang · Michael Bendersky · Zhangyang “Atlas” Wang · Shiwei Liu
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2403
Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks
In Poster Session 4
Arjun Karuvally · Terrence Sejnowski · Hava Siegelmann
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2601
Disentangled 3D Scene Generation with Layout Learning
In Poster Session 4
Dave Epstein · Ben Poole · Ben Mildenhall · Alexei Efros · Aleksander Holynski
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1313
Quality-Diversity with Limited Resources
In Poster Session 4
Ren-Jian Wang · Ke Xue · Cong Guan · Chao Qian
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1000
Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling
In Poster Session 4
Raunaq Bhirangi · Chenyu Wang · Venkatesh Pattabiraman · Carmel Majidi · Abhinav Gupta · Tess Hellebrekers · Lerrel Pinto
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2517
Position: Fundamental Limitations of LLM Censorship Necessitate New Approaches
In Poster Session 4
David Glukhov · Ilia Shumailov · Yarin Gal · Nicolas Papernot · Vardan Papyan
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2412
Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making
In Poster Session 4
Parand A. Alamdari · Toryn Q. Klassen · Elliot Creager · Sheila McIlraith
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2506
Learning Latent Dynamic Robust Representations for World Models
In Poster Session 4
Ruixiang Sun · Hongyu Zang · Xin Li · Riashat Islam
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2308
Stealing part of a production language model
In Poster Session 4
Nicholas Carlini · Daniel Paleka · Krishnamurthy Dvijotham · Thomas Steinke · Jonathan Hayase · A. Feder Cooper · Katherine Lee · Matthew Jagielski · Milad Nasr · Arthur Conmy · Eric Wallace · David Rolnick · Florian Tramer
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #510
Graph2Tac: Online Representation Learning of Formal Math Concepts
In Poster Session 4
Lasse Blaauwbroek · Mirek Olšák · Jason Rute · Fidel I. Schaposnik Massolo · Jelle Piepenbrock · Vasily Pestun
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2503
Detecting and Identifying Selection Structure in Sequential Data
In Poster Session 4
Yujia Zheng · Zeyu Tang · Yiwen Qiu · Bernhard Schölkopf · Kun Zhang
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1209
Policy-conditioned Environment Models are More Generalizable
In Poster Session 4
Ruifeng Chen · Xiong-Hui Chen · Yihao Sun · Siyuan Xiao · Minhui Li · Yang Yu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2003
Interplay of ROC and Precision-Recall AUCs: Theoretical Limits and Practical Implications in Binary Classification
In Poster Session 4
Martin Mihelich · François Castagnos · Charles Dognin
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1300
FuRL: Visual-Language Models as Fuzzy Rewards for Reinforcement Learning
In Poster Session 4
Yuwei Fu · Haichao Zhang · di wu · Wei Xu · Benoit Boulet
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #417
Nearest Neighbour Score Estimators for Diffusion Generative Models
In Poster Session 4
Matthew Niedoba · Dylan Green · Saeid Naderiparizi · Vasileios Lioutas · Jonathan Lavington · Xiaoxuan Liang · Yunpeng Liu · Ke Zhang · Setareh Dabiri · Adam Scibior · Berend Zwartsenberg · Frank Wood
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1010
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths
In Poster Session 4
Charles Guille-Escuret · Hiroki Naganuma · Kilian Fatras · Ioannis Mitliagkas
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2500
Orthogonal Bootstrap: Efficient Simulation of Input Uncertainty
In Poster Session 4
Kaizhao Liu · Jose Blanchet · Lexing Ying · Yiping Lu
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #705
Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and Generation
In Poster Session 4
Randall Balestriero · Romain Cosentino · Sarath Shekkizhar
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2314
Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast
In Poster Session 4
Xiangming Gu · Xiaosen Zheng · Tianyu Pang · Chao Du · Qian Liu · Ye Wang · Jing Jiang · Min Lin
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #611
Modeling Language Tokens as Functionals of Semantic Fields
In Poster Session 4
Zhengqi Pei · Anran Zhang · Shuhui Wang · Qingming Huang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2303
Score-Based Causal Discovery of Latent Variable Causal Models
In Poster Session 4
Ignavier Ng · Xinshuai Dong · Haoyue Dai · Biwei Huang · Peter Spirtes · Kun Zhang
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1803
Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization
In Poster Session 4
Kwang-Sung Jun · Jungtaek Kim
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #613
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
In Poster Session 4
Jon Saad-Falcon · Daniel Y Fu · Simran Arora · Neel Guha · Christopher Re
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2615
Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed Learning
In Poster Session 4
Zhe Zhao · Pengkun Wang · HaiBin Wen · Wei Xu · LAI Song · Qingfu Zhang · Yang Wang
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2712
Data-free Distillation of Diffusion Models with Bootstrapping
In Poster Session 4
Jiatao Gu · Chen Wang · Shuangfei Zhai · Yizhe Zhang · Lingjie Liu · Joshua M Susskind
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #714
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback
In Poster Session 4
songyang gao · Qiming Ge · Wei Shen · Shihan Dou · Junjie Ye · Xiao Wang · Rui Zheng · Yicheng Zou · Zhi Chen · Hang Yan · Qi Zhang · Dahua Lin
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #114
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules?
In Poster Session 4
Agustinus Kristiadi · Felix Strieth-Kalthoff · Marta Skreta · Pascal Poupart · Alan Aspuru-Guzik · Geoff Pleiss
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1307
Rate-Optimal Policy Optimization for Linear Markov Decision Processes
In Poster Session 4
Uri Sherman · Alon Cohen · Tomer Koren · Yishay Mansour
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #108
Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models
In Poster Session 4
Jinhao Li · Haopeng Li · Sarah Erfani · Lei Feng · James Bailey · Feng Liu
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2311
Structure Your Data: Towards Semantic Graph Counterfactuals
In Poster Session 4
Angeliki Dimitriou · Maria Lymperaiou · Giorgos Filandrianos · Konstantinos Thomas · Giorgos Stamou
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #217
A Unified Adaptive Testing System Enabled by Hierarchical Structure Search
In Poster Session 4
Junhao Yu · Yan Zhuang · Zhenya Huang · Qi Liu · Xin Li · Rui Li · Enhong Chen
[ Slides]  [ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2313
Robust Yet Efficient Conformal Prediction Sets
In Poster Session 4
Soroush H. Zargarbashi · Mohammad Sadegh Akhondzadeh · Aleksandar Bojchevski
[ Poster] 
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2510
Kepler codebook
In Poster Session 4
Junrong Lian · Ziyue Dong · Pengxu Wei · Wei Ke · Chang Liu · Qixiang Ye · Xiangyang Ji · Liang Lin
[ Poster]