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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6308
Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts
In Poster Session 6 West
Andong Wang · Yuning Qiu · Mingyuan Bai · Zhong Jin · Guoxu Zhou · Qibin Zhao
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5008
A Benchmark Suite for Systematically Evaluating Reasoning Shortcuts
In Poster Session 6 West
Samuele Bortolotti · Emanuele Marconato · Tommaso Carraro · Paolo Morettin · Emile van Krieken · Antonio Vergari · Stefano Teso · Andrea Passerini
[ Slides]  [ Poster] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5300
On the Effects of Data Scale on Computer Control Agents
In Poster Session 6 West
WEI Li · William Bishop · Alice Li · Christopher Rawles · Folawiyo Campbell-Ajala · Divya Tyamagundlu · Oriana Riva
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6410
Towards the Transferability of Rewards Recovered via Regularized Inverse Reinforcement Learning
In Poster Session 6 West
Andreas Schlaginhaufen · Maryam Kamgarpour
[ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5107
Instruction Tuning Large Language Models to Understand Electronic Health Records
In Poster Session 6 West
Zhenbang Wu · Anant Dadu · Michael Nalls · Faraz Faghri · Jimeng Sun
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5401
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models
In Poster Session 6 West
Yu Yang · Siddhartha Mishra · Jeffrey Chiang · Baharan Mirzasoleiman
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6602
$E^3$: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset
In Poster Session 6 West
wang lin · Yueying Feng · WenKang Han · Tao Jin · Zhou Zhao · Fei Wu · Chang Yao · Jingyuan Chen
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6801
Interfacing Foundation Models' Embeddings
In Poster Session 6 West
Xueyan Zou · Linjie Li · Jianfeng Wang · Jianwei Yang · Mingyu Ding · Junyi Wei · Zhengyuan Yang · Feng Li · Hao Zhang · Shilong Liu · Arul Aravinthan · Yong Jae Lee · Lijuan Wang
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6904
Parameter Competition Balancing for Model Merging
In Poster Session 6 West
Guodong DU · Junlin Lee · Jing Li · Runhua Jiang · Yifei Guo · Shuyang Yu · Hanting Liu · Sim Kuan Goh · Ho-Kin Tang · Daojing He · Min Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5310
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection
In Poster Session 6 West
Yuxin Wang · Duanyu Feng · Yongfu Dai · Zhengyu Chen · Jimin Huang · Sophia Ananiadou · Qianqian Xie · Hao Wang
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5607
Fast Rates in Stochastic Online Convex Optimization by Exploiting the Curvature of Feasible Sets
In Poster Session 6 West
Taira Tsuchiya · Shinji Ito
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6207
REBEL: Reinforcement Learning via Regressing Relative Rewards
In Poster Session 6 West
Zhaolin Gao · Jonathan Chang · Wenhao Zhan · Owen Oertell · Gokul Swamy · Kianté Brantley · Thorsten Joachims · Drew Bagnell · Jason Lee · Wen Sun
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5000
Partial Transportability for Domain Generalization
In Poster Session 6 West
Kasra Jalaldoust · Alexis Bellot · Elias Bareinboim
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5402
Fair Kernel K-Means: from Single Kernel to Multiple Kernel
In Poster Session 6 West
Peng Zhou · Rongwen Li · Liang Du
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5604
Provably Efficient Interactive-Grounded Learning with Personalized Reward
In Poster Session 6 West
Mengxiao Zhang · Yuheng Zhang · Haipeng Luo · Paul Mineiro
[ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6503
A Novel Benchmark for Decision-Making in Uncertain and Competitive Games
In Poster Session 6 West
Kefan Su · Yusen Huo · ZHILIN ZHANG · Shuai Dou · Chuan Yu · Jian Xu · Zongqing Lu · Bo Zheng
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5610
S-STE: Continuous Pruning Function for Efficient 2:4 Sparse Pre-training
In Poster Session 6 West
Yuezhou Hu · Jun Zhu · Jianfei Chen
[ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6401
Symmetries in Overparametrized Neural Networks: A Mean Field View
In Poster Session 6 West
Javier Maass · Joaquin Fontbona
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5005
Identifying Causal Effects Under Functional Dependencies
In Poster Session 6 West
Yizuo Chen · Adnan Darwiche
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5004
Consistency of Neural Causal Partial Identification
In Poster Session 6 West
Jiyuan Tan · Jose Blanchet · Vasilis Syrgkanis
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6301
Learning the Expected Core of Strictly Convex Stochastic Cooperative Games
In Poster Session 6 West
Phuong Nam Tran · The Anh Ta · shuqing shi · Debmalya Mandal · Yali Du · Long Tran-Thanh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5605
CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs
In Poster Session 6 West
Jihyung Kil · Zheda Mai · Justin Lee · Zihe Wang · Kerrie Cheng · Lemeng Wang · Ye Liu · Arpita Chowdhury · Wei-Lun (Harry) Chao
[ Slides] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5211
UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling
In Poster Session 6 West
Haider Al-Tahan · Quentin Garrido · Randall Balestriero · Diane Bouchacourt · Caner Hazirbas · Mark Ibrahim
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5105
3DCoMPaT200: Language Grounded Large-Scale 3D Vision Dataset for Compositional Recognition
In Poster Session 6 West
Mahmoud Ahmed · Xiang Li · Arpit Prajapati · Mohamed Elhoseiny
[ Poster] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6407
Thompson Sampling For Combinatorial Bandits: Polynomial Regret and Mismatched Sampling Paradox
In Poster Session 6 West
Raymond Zhang · Richard Combes
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6106
The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization
In Poster Session 6 West
Haoyuan Qin · Chennan Ma · Deng · Zhengzhu Liu · Songzhu Mei · Xinwang Liu · Cheng Wang · Siqi Shen
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5800
BLURD: Benchmarking and Learning using a Unified Rendering and Diffusion Model
In Poster Session 6 West
Boris Repasky · Ehsan Abbasnejad · Anthony Dick
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5009
UrbanDataLayer: A Unified Data Pipeline for Urban Science
In Poster Session 6 West
Yiheng Wang · Tianyu Wang · YuYing Zhang · Hongji Zhang · Haoyu Zheng · Guanjie Zheng · Linghe Kong
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6010
AlphaMath Almost Zero: Process Supervision without Process
In Poster Session 6 West
Guoxin Chen · Minpeng Liao · Chengxi Li · Kai Fan
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6509
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers
In Poster Session 6 West
Lorenzo Tiberi · Francesca Mignacco · Kazuki Irie · Haim Sompolinsky
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5109
DataComp-LM: In search of the next generation of training sets for language models
In Poster Session 6 West
Amro Abbas · Alon Albalak · Kushal Arora · Hritik Bansal · Yonatan Bitton · Yair Carmon · Khyathi Chandu · Mayee Chen · Giannis Daras · Achal Dave · Alex Dimakis · Alaaeldin El-Nouby · Fartash Faghri · Alex Fang · Samir Yitzhak Gadre · Josh Gardner · Saurabh Garg · Dhruba Ghosh · Aaron Gokaslan · Dirk Groeneveld · Etash Guha · Suchin Gururangan · Reinhard Heckel · Cheng-Yu Hsieh · Gabriel Ilharco · Maor Ivgi · Jenia Jitsev · Matt Jordan · Sham Kakade · Sedrick Scott Keh · Maciej Kilian · Pang Wei Koh · Thomas Kollar · Jeffrey Li · Kyle Lo · Kalyani Marathe · Jean Mercat · Niklas Muennighoff · Marianna Nezhurina · Thao Nguyen · Sewoong Oh · Hadi Pouransari · Sarah Pratt · Sunny Sanyal · Ludwig Schmidt · Vaishaal Shankar · Rulin Shao · Georgios Smyrnis · Luca Soldaini · Shuran Song · Alexander Toshev · Igor Vasiljevic · Stephanie Wang · Mitchell Wortsman · Rui Xin · Luke Zettlemoyer · Hanlin Zhang · Jieyu Zhang
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5002
Graph Structure Inference with BAM: Neural Dependency Processing via Bilinear Attention
In Poster Session 6 West
Philipp Froehlich · Heinz Koeppl
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6208
Nonparametric Regression for 3D Point Cloud Learning
In Poster Session 6 West
Xinyi Li · Shan Yu · Yueying Wang · Guannan Wang · Li Wang · Ming-Jun Lai
[ Poster]  [ JMLR] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6505
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making
In Poster Session 6 West
Zibin Dong · Yifu Yuan · Jianye Hao · Fei Ni · Yi Ma · Pengyi Li · YAN ZHENG
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5110
MassSpecGym: A benchmark for the discovery and identification of molecules
In Poster Session 6 West
Roman Bushuiev · Anton Bushuiev · Niek de Jonge · Adamo Young · Fleming Kretschmer · Raman Samusevich · Janne Heirman · Fei Wang · Luke Zhang · Kai Dührkop · Marcus Ludwig · Nils Haupt · Apurva Kalia · Corinna Brungs · Robin Schmid · Russell Greiner · Bo Wang · David Wishart · Liping Liu · Juho Rousu · Wout Bittremieux · Hannes Rost · Tytus Mak · Soha Hassoun · Florian Huber · Justin J.J. van der Hooft · Michael Stravs · Sebastian Böcker · Josef Sivic · Tomáš Pluskal
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5108
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
In Poster Session 6 West
Nemin Wu · Qian Cao · Zhangyu Wang · Zeping Liu · Yanlin Qi · Jielu Zhang · Joshua Ni · X. Yao · Hongxu Ma · Lan Mu · Stefano Ermon · Tanuja Ganu · Akshay Nambi · Ni Lao · Gengchen Mai
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5104
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates
In Poster Session 6 West
Hexuan Deng · Wenxiang Jiao · Xuebo Liu · Min Zhang · Zhaopeng Tu
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6808
Gradient Rewiring for Editable Graph Neural Network Training
In Poster Session 6 West
Zhimeng Jiang · Zirui Liu · Xiaotian Han · Qizhang Feng · Hongye Jin · Qiaoyu Tan · Kaixiong Zhou · Na Zou · Xia Hu
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6502
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
In Poster Session 6 West
Shirley Wu · Shiyu Zhao · Michihiro Yasunaga · Kexin Huang · Kaidi Cao · Qian Huang · Vassilis Ioannidis · Karthik Subbian · James Zou · Jure Leskovec
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5102
MathPile: A Billion-Token-Scale Pretraining Corpus for Math
In Poster Session 6 West
Zengzhi Wang · Xuefeng Li · Rui Xia · Pengfei Liu
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5101
Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs
In Poster Session 6 West
Rudolf Laine · Bilal Chughtai · Jan Betley · Kaivalya Hariharan · Mikita Balesni · Jérémy Scheurer · Marius Hobbhahn · Alexander Meinke · Owain Evans
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5202
WindsorML - High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics
In Poster Session 6 West
Neil Ashton · Jordan Angel · Aditya Ghate · Gaetan Kenway · Man Long Wong · Cetin Kiris · Astrid Walle · Danielle Maddix · Gary Page
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6700
OTTER: Effortless Label Distribution Adaptation of Zero-shot Models
In Poster Session 6 West
Changho Shin · Jitian Zhao · Sonia Cromp · Harit Vishwakarma · Frederic Sala
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5205
Benchmark Repositories for Better Benchmarking
In Poster Session 6 West
Rachel Longjohn · Markelle Kelly · Sameer Singh · Padhraic Smyth
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5207
WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark
In Poster Session 6 West
Chunhui Zhang · Li Liu · Guanjie Huang · Hao Wen · XI ZHOU · Yanfeng Wang
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6501
There is No Silver Bullet: Benchmarking Methods in Predictive Combinatorial Optimization
In Poster Session 6 West
Haoyu Geng · Hang Ruan · Runzhong Wang · Yang Li · YANG WANG · Lei Chen · Junchi Yan
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5208
PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision
In Poster Session 6 West
Yutao Dou · Huimin Yu · Wei Li · Jingyang Li · Fei Xia · Jian Xiao
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5210
Re-assembling the past: The RePAIR dataset and benchmark for real world 2D and 3D puzzle solving
In Poster Session 6 West
Theodore Tsesmelis · Luca Palmieri · Marina Khoroshiltseva · Adeela Islam · Gur Elkin · Ofir I Shahar · Gianluca Scarpellini · Stefano Fiorini · Yaniv Ohayon · Nadav Alali · Sinem Aslan · Pietro Morerio · Sebastiano Vascon · Elena gravina · Maria Napolitano · Giuseppe Scarpati · Gabriel zuchtriegel · Alexandra Spühler · Michel Fuchs · Stuart James · Ohad Ben-Shahar · Marcello Pelillo · Alessio Del Bue
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5311
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs
In Poster Session 6 West
Sukmin Yun · haokun lin · Rusiru Thushara · Mohammad Bhat · Yongxin Wang · zutao jiang · Mingkai Deng · Jinhong Wang · Tianhua Tao · Junbo Li · Haonan Li · Preslav Nakov · Timothy Baldwin · Zhengzhong Liu · Eric Xing · Xiaodan Liang · Zhiqiang Shen
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5308
A New Multi-Source Light Detection Benchmark and Semi-Supervised Focal Light Detection
In Poster Session 6 West
Jae-Yong Baek · Yong-Sang Yoo · Seung-Hwan Bae
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5307
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
In Poster Session 6 West
Andrej Tschalzev · Sascha Marton · Stefan Lüdtke · Christian Bartelt · Heiner Stuckenschmidt
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6600
ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons
In Poster Session 6 West
Jiawen Zhang · Xumeng Wen · Zhenwei Zhang · Shun Zheng · Jia Li · Jiang Bian
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5407
Scale-invariant Optimal Sampling for Rare-events Data and Sparse Models
In Poster Session 6 West
Jing Wang · HaiYing Wang · Hao Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5305
Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox
In Poster Session 6 West
Xingming Long · Jie Zhang · Shiguang Shan · Xilin Chen
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5303
MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs
In Poster Session 6 West
Ziyu Liu · Tao Chu · Yuhang Zang · Xilin Wei · Xiaoyi Dong · Pan Zhang · Zijian Liang · Yuanjun Xiong · Dahua Lin · Yu Qiao · Jiaqi Wang
[ Poster] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5301
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment
In Poster Session 6 West
Jinyang Guo · Ge Yang · Changyi He · Jianyu Wu · Yifu Ding · Aishan Liu · Haotong Qin · Pengliang Ji · Xianglong Liu
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5206
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
In Poster Session 6 West
Peng Xia · Ze Chen · Juanxi Tian · Yangrui Gong · Ruibo Hou · Yue Xu · Zhenbang Wu · Zhiyuan Fan · Yiyang Zhou · Kangyu Zhu · Wenhao Zheng · Zhaoyang Wang · Xiao Wang · Xuchao Zhang · Chetan Bansal · Marc Niethammer · Junzhou Huang · Hongtu Zhu · Yun Li · Jimeng Sun · Zongyuan Ge · Gang Li · James Zou · Huaxiu Yao
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6603
Mimicking To Dominate: Imitation Learning Strategies for Success in Multiagent Games
In Poster Session 6 West
The Viet Bui · Tien Mai · Thanh Nguyen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6604
When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL
In Poster Session 6 West
Lenart Treven · Bhavya · Yarden As · Florian Dorfler · Andreas Krause
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5804
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models
In Poster Session 6 West
Xiang Meng · Kayhan Behdin · Haoyue Wang · Rahul Mazumder
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6606
Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling
In Poster Session 6 West
Mingze Wang · Weinan E
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5704
Geometry-aware training of factorized layers in tensor Tucker format
In Poster Session 6 West
Emanuele Zangrando · Steffen Schotthöfer · Gianluca Ceruti · Jonas Kusch · Francesco Tudisco
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6709
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
In Poster Session 6 West
Amrith Setlur · Saurabh Garg · Xinyang Geng · Naman Garg · Virginia Smith · Aviral Kumar
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6901
Data Free Backdoor Attacks
In Poster Session 6 West
Bochuan Cao · Jinyuan Jia · Chuxuan Hu · Wenbo Guo · Zhen Xiang · Jinghui Chen · Bo Li · Dawn Song
[ OpenReview] 
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5304
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction
In Poster Session 6 West
Juan Nathaniel · Yongquan Qu · Tung Nguyen · Sungduk Yu · Julius Busecke · Aditya Grover · Pierre Gentine
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5507
Compositional PAC-Bayes: Generalization of GNNs with persistence and beyond
In Poster Session 6 West
Kirill Brilliantov · Amauri Souza · Vikas Garg
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5608
Contextual Active Model Selection
In Poster Session 6 West
Xuefeng Liu · Fangfang Xia · Rick Stevens · Yuxin Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5801
TorchOpt: An Efficient Library for Differentiable Optimization
In Poster Session 6 West
Jie Ren · Xidong Feng · Bo Liu · Xuehai Pan · Yao Fu · Luo Mai · Yaodong Yang
[ Slides]  [ Poster]  [ JMLR] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7001
Neural Gaffer: Relighting Any Object via Diffusion
In Poster Session 6 West
Haian Jin · Yuan Li · Fujun Luan · Yuanbo Xiangli · Sai Bi · Kai Zhang · Zexiang Xu · Jin Sun · Noah Snavely
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6608
A Global Depth-Range-Free Multi-View Stereo Transformer Network with Pose Embedding
In Poster Session 6 West
Yitong Dong · Yijin Li · Zhaoyang Huang · Weikang Bian · Jingbo Liu · Hujun Bao · Zhaopeng Cui · Hongsheng Li · Guofeng Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6103
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance
In Poster Session 6 West
Josh McClellan · Naveed Haghani · John Winder · Furong Huang · Pratap Tokekar
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6403
Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation
In Poster Session 6 West
Wooseong Cho · Taehyun Hwang · Joongkyu Lee · Min-hwan Oh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5003
Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems
In Poster Session 6 West
Kurt Butler · Daniel Waxman · Petar Djuric
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5103
CRAG - Comprehensive RAG Benchmark
In Poster Session 6 West
Xiao Yang · Kai Sun · Hao Xin · Yushi Sun · Nikita Bhalla · Xiangsen Chen · Sajal Choudhary · Rongze Gui · Ziran Jiang · Ziyu Jiang · Lingkun Kong · Brian Moran · Jiaqi Wang · Yifan Xu · An Yan · Chenyu Yang · Eting Yuan · Hanwen Zha · Nan Tang · Lei Chen · Nicolas Scheffer · Yue Liu · Nirav Shah · Rakesh Wanga · Anuj Kumar · Scott Yih · Xin Dong
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6708
Out-Of-Distribution Detection with Diversification (Provably)
In Poster Session 6 West
Haiyun Yao · Zongbo Han · Huazhu Fu · Xi Peng · Qinghua Hu · Changqing Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6107
Aligning Individual and Collective Objectives in Multi-Agent Cooperation
In Poster Session 6 West
Yang Li · Wenhao Zhang · Jianhong Wang · Shao Zhang · Yali Du · Ying Wen · Wei Pan
[ Slides]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5203
Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition
In Poster Session 6 West
Edoardo Debenedetti · Javier Rando · Daniel Paleka · Silaghi Florin · Dragos Albastroiu · Niv Cohen · Yuval Lemberg · Reshmi Ghosh · Rui Wen · Ahmed Salem · Giovanni Cherubin · Santiago Zanella-Beguelin · Robin Schmid · Victor Klemm · Takahiro Miki · Chenhao Li · Stefan Kraft · Mario Fritz · Florian Tramer · Sahar Abdelnabi · Lea Schönherr
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6000
The Limits of Differential Privacy in Online Learning
In Poster Session 6 West
Bo Li · Wei Wang · Peng Ye
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6806
ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models
In Poster Session 6 West
Siwei Wang · Yifei Shen · Shi Feng · Haoran Sun · Shang-Hua Teng · Wei Chen
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6507
Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context
In Poster Session 6 West
Kazusato Oko · Yujin Song · Taiji Suzuki · Denny Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6612
Provably and Practically Efficient Adversarial Imitation Learning with General Function Approximation
In Poster Session 6 West
Tian Xu · Zhilong Zhang · Ruishuo Chen · Yihao Sun · Yang Yu
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5910
Communication Efficient Distributed Training with Distributed Lion
In Poster Session 6 West
Bo Liu · Lemeng Wu · Lizhang Chen · Kaizhao Liang · Jiaxu Zhu · Chen Liang · Raghuraman Krishnamoorthi · Qiang Liu
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6304
Computational Aspects of Bayesian Persuasion under Approximate Best Response
In Poster Session 6 West
Kunhe Yang · Hanrui Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5106
Streaming Detection of Queried Event Start
In Poster Session 6 West
Cristobal Eyzaguirre · Eric Tang · Shyamal Buch · Adrien Gaidon · Jiajun Wu · Juan Carlos Niebles
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6909
MimicTalk: Mimicking a personalized and expressive 3D talking face in minutes
In Poster Session 6 West
Zhenhui Ye · Tianyun Zhong · Yi Ren · Ziyue Jiang · Jiawei Huang · Rongjie Huang · Jinglin Liu · Jinzheng He · Chen Zhang · Zehan Wang · Xize Cheng · Xiang Yin · Zhou Zhao
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5306
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations
In Poster Session 6 West
Jia Li · Ge Li · Xuanming Zhang · YunFei Zhao · Yihong Dong · Zhi Jin · Binhua Li · Fei Huang · Yongbin Li
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5707
Adaptive and Optimal Second-order Optimistic Methods for Minimax Optimization
In Poster Session 6 West
Ruichen Jiang · Ali Kavis · Qiujiang Jin · Sujay Sanghavi · Aryan Mokhtari
[ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5001
Automated Efficient Estimation using Monte Carlo Efficient Influence Functions
In Poster Session 6 West
Raj Agrawal · Sam Witty · Andy Zane · Elias Bingham
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5500
Global Rewards in Restless Multi-Armed Bandits
In Poster Session 6 West
Naveen Raman · Zheyuan Shi · Fei Fang
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5909
HyperPrism: An Adaptive Non-linear Aggregation Framework for Distributed Machine Learning over Non-IID Data and Time-varying Communication Links
In Poster Session 6 West
Haizhou Du · Yijian Chen · Ryan Yang · Yuchen Li · Linghe Kong
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6402
Learning General Parameterized Policies for Infinite Horizon Average Reward Constrained MDPs via Primal-Dual Policy Gradient Algorithm
In Poster Session 6 West
Qinbo Bai · Washim Mondal · Vaneet Aggarwal
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6609
ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses
In Poster Session 6 West
Junjie Ni · Guofeng Zhang · Guanglin Li · Yijin Li · Xinyang Liu · Zhaoyang Huang · Hujun Bao
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5805
Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover
In Poster Session 6 West
Tam Nguyen · Anh-Dzung Doan · zhipeng cai · Tat-Jun Chin
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5902
Instance-Specific Asymmetric Sensitivity in Differential Privacy
In Poster Session 6 West
David Durfee
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5901
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning
In Poster Session 6 West
Dario Fenoglio · Gabriele Dominici · Pietro Barbiero · Alberto Tonda · Martin Gjoreski · Marc Langheinrich
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6210
Verifiably Robust Conformal Prediction
In Poster Session 6 West
Linus Jeary · Tom Kuipers · Mehran Hosseini · Nicola Paoletti
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5408
Universal Rates of Empirical Risk Minimization
In Poster Session 6 West
Steve Hanneke · Mingyue Xu
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6008
Zero-Shot Reinforcement Learning from Low Quality Data
In Poster Session 6 West
Scott Jeen · Tom Bewley · Jonathan Cullen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5908
Performative Control for Linear Dynamical Systems
In Poster Session 6 West
Songfu Cai · Fei Han · Xuanyu Cao
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6404
Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff
In Poster Session 6 West
Jian Qian · Haichen Hu · David Simchi-Levi
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5601
On the Power of Small-size Graph Neural Networks for Linear Programming
In Poster Session 6 West
Qian Li · Tian Ding · Linxin Yang · Minghui Ouyang · Qingjiang Shi · Ruoyu Sun
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6310
Attention boosted Individualized Regression
In Poster Session 6 West
Guang Yang · Yuan Cao · Long Feng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6105
Feint Behaviors and Strategies: Formalization, Implementation and Evaluation
In Poster Session 6 West
Junyu Liu · Xiangjun Peng
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5900
Auditing Privacy Mechanisms via Label Inference Attacks
In Poster Session 6 West
Róbert Busa-Fekete · Travis Dick · Claudio Gentile · Andres Munoz Medina · Adam Smith · Marika Swanberg
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6405
Truncated Variance Reduced Value Iteration
In Poster Session 6 West
Yujia Jin · Ishani Karmarkar · Aaron Sidford · Jiayi Wang
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6303
Convergence of No-Swap-Regret Dynamics in Self-Play
In Poster Session 6 West
Renato Leme · Georgios Piliouras · Jon Schneider
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5309
Global Convergence in Training Large-Scale Transformers
In Poster Session 6 West
Cheng Gao · Yuan Cao · Zihao Li · Yihan He · Mengdi Wang · Han Liu · Jason Klusowski · Jianqing Fan
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6009
Simplifying Latent Dynamics with Softly State-Invariant World Models
In Poster Session 6 West
Tankred Saanum · Peter Dayan · Eric Schulz
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5409
PAC-Bayes-Chernoff bounds for unbounded losses
In Poster Session 6 West
Ioar Casado Telletxea · Luis Antonio Ortega Andrés · Aritz Pérez · Andres Masegosa
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5600
A Theory of Optimistically Universal Online Learnability for General Concept Classes
In Poster Session 6 West
Steve Hanneke · Hongao Wang
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5510
Nearly Minimax Optimal Regret for Multinomial Logistic Bandit
In Poster Session 6 West
Joongkyu Lee · Min-hwan Oh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5807
Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences
In Poster Session 6 West
Grigory Malinovsky · Peter Richtarik · Samuel Horváth · Eduard Gorbunov
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5100
Lean Workbook: A large-scale Lean problem set formalized from natural language math problems
In Poster Session 6 West
Huaiyuan Ying · Zijian Wu · Yihan Geng · JIayu Wang · Dahua Lin · Kai Chen
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5200
RelBench: A Benchmark for Deep Learning on Relational Databases
In Poster Session 6 West
Joshua Robinson · Rishabh Ranjan · Weihua Hu · Kexin Huang · Jiaqi Han · Alejandro Dobles · Matthias Fey · Jan Eric Lenssen · Yiwen Yuan · Zecheng Zhang · Xinwei He · Jure Leskovec
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5209
EgoSim: An Egocentric Multi-view Simulator for Body-worn Cameras during Human Motion
In Poster Session 6 West
Dominik Hollidt · Paul Streli · Jiaxi Jiang · Yasaman Haghighi · Changlin Qian · Xintong Liu · Christian Holz
[ Slides]  [ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5403
Achievable Fairness on Your Data With Utility Guarantees
In Poster Session 6 West
Muhammad Faaiz Taufiq · Jean-Francois Ton · Yang Liu
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6104
Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training
In Poster Session 6 West
Pihe Hu · Shaolong Li · Zhuoran Li · Ling Pan · Longbo Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6406
Preference-based Pure Exploration
In Poster Session 6 West
Apurv Shukla · Debabrota Basu
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5410
Learning the Infinitesimal Generator of Stochastic Diffusion Processes
In Poster Session 6 West
Vladimir Kostic · Hélène Halconruy · Timothée Devergne · Karim Lounici · Massimiliano Pontil
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5606
Strategic Multi-Armed Bandit Problems Under Debt-Free Reporting
In Poster Session 6 West
Ahmed Ben Yahmed · Clément Calauzènes · Vianney Perchet
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5709
SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning
In Poster Session 6 West
Paul Mangold · Sergey Samsonov · Safwan Labbi · Ilya Levin · REDA ALAMI · Alexey Naumov · Eric Moulines
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6705
SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation
In Poster Session 6 West
Hang Yin · Xiuwei Xu · Zhenyu Wu · Jie Zhou · Jiwen Lu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6001
Mitigating Biases in Blackbox Feature Extractors for Image Classification Tasks
In Poster Session 6 West
Abhipsa Basu · Saswat Subhajyoti Mallick · Venkatesh Babu R
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5809
On the Optimal Time Complexities in Decentralized Stochastic Asynchronous Optimization
In Poster Session 6 West
Alexander Tyurin · Peter Richtarik
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6108
AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making
In Poster Session 6 West
Yizhe Huang · Xingbo Wang · Hao Liu · Fanqi Kong · Aoyang Qin · Min Tang · Xiaoxi Wang · Song-Chun Zhu · Mingjie Bi · Siyuan Qi · Xue Feng
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6704
Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models
In Poster Session 6 West
Alkis Kalavasis · Amin Karbasi · Argyris Oikonomou · Katerina Sotiraki · Grigoris Velegkas · Manolis Zampetakis
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5708
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
In Poster Session 6 West
Rui Pan · Xiang Liu · SHIZHE DIAO · Renjie Pi · Jipeng Zhang · Chi Han · Tong Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5603
A Best-of-both-worlds Algorithm for Bandits with Delayed Feedback with Robustness to Excessive Delays
In Poster Session 6 West
Saeed Masoudian · Julian Zimmert · Yevgeny Seldin
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5906
Non-geodesically-convex optimization in the Wasserstein space
In Poster Session 6 West
Hoang Phuc Hau Luu · Hanlin Yu · Bernardo Williams · Petrus Mikkola · Marcelo Hartmann · Kai Puolamäki · Arto Klami
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6500
DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception
In Poster Session 6 West
Xiaotong Li · Fan Zhang · Haiwen Diao · Yueze Wang · Xinlong Wang · LINGYU DUAN
[ Poster] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6702
Enhancing LLM Reasoning via Vision-Augmented Prompting
In Poster Session 6 West
Ziyang Xiao · Dongxiang Zhang · Xiongwei Han · Xiaojin Fu · Wing Yin YU · Tao Zhong · Sai Wu · Yuan Wang · Jianwei Yin · Gang Chen
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5400
Paloma: A Benchmark for Evaluating Language Model Fit
In Poster Session 6 West
Ian Magnusson · Akshita Bhagia · Valentin Hofmann · Luca Soldaini · Ananya Harsh Jha · Oyvind Tafjord · Dustin Schwenk · Evan Walsh · Yanai Elazar · Kyle Lo · Dirk Groeneveld · Iz Beltagy · Hannaneh Hajishirzi · Noah Smith · Kyle Richardson · Jesse Dodge
[ Poster] 
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6307
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
In Poster Session 6 West
Yongzhe Jia · Xuyun Zhang · Hongsheng Hu · Kim-Kwang Raymond Choo · Lianyong Qi · Xiaolong Xu · Amin Beheshti · Wanchun Dou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6101
Multi-Agent Imitation Learning: Value is Easy, Regret is Hard
In Poster Session 6 West
Jingwu Tang · Gokul Swamy · Fei Fang · Steven Wu
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6206
Incremental Learning of Retrievable Skills For Efficient Continual Task Adaptation
In Poster Session 6 West
Daehee Lee · Minjong Yoo · Woo Kyung Kim · Wonje Choi · Honguk Woo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5404
A Closer Look at AUROC and AUPRC under Class Imbalance
In Poster Session 6 West
Matthew McDermott · Haoran Zhang · Lasse Hansen · Giovanni Angelotti · Jack Gallifant
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6302
Bayesian Strategic Classification
In Poster Session 6 West
Lee Cohen · Saeed Sharifi-Malvajerdi · Kevin Stangl · Ali Vakilian · Juba Ziani
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6002
Differentially Private Reinforcement Learning with Self-Play
In Poster Session 6 West
Dan Qiao · Yu-Xiang Wang
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6305
LaSCal: Label-Shift Calibration without target labels
In Poster Session 6 West
Teodora Popordanoska · Gorjan Radevski · Tinne Tuytelaars · Matthew Blaschko
[ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6200
What type of inference is planning?
In Poster Session 6 West
Miguel Lazaro-Gredilla · Li Ku · Kevin Murphy · Dileep George
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5509
High-dimensional (Group) Adversarial Training in Linear Regression
In Poster Session 6 West
Yiling Xie · Xiaoming Huo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6802
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement
In Poster Session 6 West
Zhi Wang · Li Zhang · Wenhao Wu · Yuanheng Zhu · Dongbin Zhao · Chunlin Chen
[ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5706
Croissant: A Metadata Format for ML-Ready Datasets
In Poster Session 6 West
Mubashara Akhtar · Omar Benjelloun · Costanza Conforti · Luca Foschini · Joan Giner-Miguelez · Pieter Gijsbers · Sujata Goswami · Nitisha Jain · Michalis Karamousadakis · Michael Kuchnik · Satyapriya Krishna · Sylvain Lesage · Quentin Lhoest · Pierre Marcenac · Manil Maskey · Peter Mattson · Luis Oala · Hamidah Oderinwale · Pierre Ruyssen · Tim Santos · Rajat Shinde · Elena Simperl · Arjun Suresh · Goeffry Thomas · Slava Tykhonov · Joaquin Vanschoren · Susheel Varma · Jos van der Velde · Steffen Vogler · Carole-Jean Wu · Luyao Zhang
[ Slides] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6803
Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters
In Poster Session 6 West
Dong Zhao · Qi Zang · Shuang Wang · Nicu Sebe · Zhun Zhong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6804
PageRank Bandits for Link Prediction
In Poster Session 6 West
Yikun Ban · Jiaru Zou · Zihao Li · Yunzhe Qi · Dongqi Fu · Jian Kang · Hanghang Tong · Jingrui He
[ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5705
Learning Generalized Linear Programming Value Functions
In Poster Session 6 West
Tu Anh-Nguyen · Joey Huchette · Christian Tjandraatmadja
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5508
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context
In Poster Session 6 West
Zihao Li · Yuan Cao · Cheng Gao · Yihan He · Han Liu · Jason Klusowski · Jianqing Fan · Mengdi Wang
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6805
Efficient Reinforcement Learning by Discovering Neural Pathways
In Poster Session 6 West
Samin Yeasar Arnob · Riyasat Ohib · Sergey Plis · Amy Zhang · Alessandro Sordoni · Doina Precup
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6409
Hybrid Reinforcement Learning Breaks Sample Size Barriers In Linear MDPs
In Poster Session 6 West
Kevin Tan · Wei Fan · Yuting Wei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6807
Gliding over the Pareto Front with Uniform Designs
In Poster Session 6 West
Xiaoyuan Zhang · Genghui Li · Xi Lin · Yichi Zhang · Yifan Chen · Qingfu Zhang
[ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6201
Goal Reduction with Loop-Removal Accelerates RL and Models Human Brain Activity in Goal-Directed Learning
In Poster Session 6 West
Huzi Cheng · Joshua Brown
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6504
NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning
In Poster Session 6 West
Chuanyi Xue · Qihan Liu · Xiaoteng Ma · Xinyao Qin · Gui Ning · Yang Qi · Jinsheng Ren · Bin Liang · Jun Yang
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6809
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling
In Poster Session 6 West
Grigory Bartosh · Dmitry Vetrov · Christian Andersson Naesseth
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6810
DeTrack: In-model Latent Denoising Learning for Visual Object Tracking
In Poster Session 6 West
Xinyu Zhou · Jinglun Li · Lingyi Hong · Kaixun Jiang · Pinxue Guo · Weifeng Ge · Wenqiang Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5506
On the Sparsity of the Strong Lottery Ticket Hypothesis
In Poster Session 6 West
Emanuele Natale · Davide Ferre · Giordano Giambartolomei · Frederic Giroire · Frederik Mallmann-Trenn
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5810
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
In Poster Session 6 West
Wenzhi Fang · Dong-Jun Han · Evan Chen · Shiqiang Wang · Christopher Brinton
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6003
Differentially Private Graph Diffusion with Applications in Personalized PageRanks
In Poster Session 6 West
Rongzhe Wei · Eli Chien · Pan Li
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5405
Fairness in Social Influence Maximization via Optimal Transport
In Poster Session 6 West
Shubham Chowdhary · Giulia De Pasquale · Nicolas Lanzetti · Ana-Andreea Stoica · Florian Dorfler
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5302
Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments
In Poster Session 6 West
Luca Barsellotti · Roberto Bigazzi · Marcella Cornia · Lorenzo Baraldi · Rita Cucchiara
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5006
On the Complexity of Identification in Linear Structural Causal Models
In Poster Session 6 West
Julian Dörfler · Benito van der Zander · Markus Bläser · Maciej Liskiewicz
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5904
Lookback Prophet Inequalities
In Poster Session 6 West
Ziyad Benomar · Dorian Baudry · Vianney Perchet
[ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6508
Axioms for AI Alignment from Human Feedback
In Poster Session 6 West
Luise Ge · Daniel Halpern · Evi Micha · Ariel Procaccia · Itai Shapira · Yevgeniy Vorobeychik · Junlin Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6910
Unlock the Intermittent Control Ability of Model Free Reinforcement Learning
In Poster Session 6 West
Jiashun Liu · Jianye Hao · Xiaotian Hao · Yi Ma · YAN ZHENG · Yujing Hu · Tangjie Lv
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5802
First-Order Methods for Linearly Constrained Bilevel Optimization
In Poster Session 6 West
Guy Kornowski · Swati Padmanabhan · Kai Wang · Zhe Zhang · Suvrit Sra
[ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6011
Adversarial Environment Design via Regret-Guided Diffusion Models
In Poster Session 6 West
Hojun Chung · Junseo Lee · Minsoo Kim · Dohyeong Kim · Songhwai Oh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5703
Pretrained Optimization Model for Zero-Shot Black Box Optimization
In Poster Session 6 West
Xiaobin Li · Kai Wu · yujian li · Xiaoyu Zhang · Handing Wang · Jing Liu
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5702
Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling
In Poster Session 6 West
Peter Halmos · Xinhao Liu · Julian Gold · Benjamin Raphael
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6012
Solving Minimum-Cost Reach Avoid using Reinforcement Learning
In Poster Session 6 West
Oswin So · Cheng Ge · Chuchu Fan
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6202
Identifying Latent State-Transition Processes for Individualized Reinforcement Learning
In Poster Session 6 West
Yuewen Sun · Biwei Huang · Yu Yao · Donghuo Zeng · Xinshuai Dong · Songyao Jin · Boyang Sun · Roberto Legaspi · Kazushi Ikeda · Peter Spirtes · Kun Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6005
Dimension-free Private Mean Estimation for Anisotropic Distributions
In Poster Session 6 West
Yuval Dagan · Michael Jordan · Xuelin Yang · Lydia Zakynthinou · Nikita Zhivotovskiy
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6905
Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values
In Poster Session 6 West
Aleksandr Lobanov · Alexander Gasnikov · Andrey Krasnov
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5806
Practical $0.385$-Approximation for Submodular Maximization Subject to a Cardinality Constraint
In Poster Session 6 West
Morad Tukan · Loay Mualem · Moran Feldman
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5701
Optimizing over Multiple Distributions under Generalized Quasar-Convexity Condition
In Poster Session 6 West
Ding Shihong · Long Yang · Luo Luo · Cong Fang
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6902
Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax Optimization
In Poster Session 6 West
Quoc Tran Dinh · Trang H. Tran · Lam Nguyen
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5504
Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound
In Poster Session 6 West
Reuben Adams · John Shawe-Taylor · Benjamin Guedj
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5700
GLinSAT: The General Linear Satisfiability Neural Network Layer By Accelerated Gradient Descent
In Poster Session 6 West
Hongtai Zeng · Chao Yang · Yanzhen Zhou · Cheng Yang · Qinglai Guo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5007
A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences
In Poster Session 6 West
Mingjia Li · Shuo Liu · Hong Qian · Aimin Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5803
Non-asymptotic Global Convergence Analysis of BFGS with the Armijo-Wolfe Line Search
In Poster Session 6 West
Qiujiang Jin · Ruichen Jiang · Aryan Mokhtari
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5907
DistrictNet: Decision-aware learning for geographical districting
In Poster Session 6 West
Cheikh Ahmed · Alexandre Forel · Axel Parmentier · Thibaut Vidal
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6300
Carrot and Stick: Eliciting Comparison Data and Beyond
In Poster Session 6 West
Yiling Chen · Shi Feng · Fang-Yi Yu
[ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6400
Learning to Mitigate Externalities: the Coase Theorem with Hindsight Rationality
In Poster Session 6 West
Antoine Scheid · Aymeric Capitaine · Etienne Boursier · Eric Moulines · Michael Jordan · Alain Durmus
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5503
Achieving $\tilde{O}(1/\epsilon)$ Sample Complexity for Constrained Markov Decision Process
In Poster Session 6 West
Jiashuo Jiang · Yinyu Ye
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5204
SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset
In Poster Session 6 West
Juntao Dai · Tianle Chen · Xuyao Wang · Ziran Yang · Taiye Chen · Jiaming Ji · Yaodong Yang
[ Poster] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5905
Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions
In Poster Session 6 West
Wei Jiang · Sifan Yang · Yibo Wang · Lijun Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5903
Drago: Primal-Dual Coupled Variance Reduction for Faster Distributionally Robust Optimization
In Poster Session 6 West
Ronak Mehta · Jelena Diakonikolas · Zaid Harchaoui
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5911
Weight for Robustness: A Comprehensive Approach towards Optimal Fault-Tolerant Asynchronous ML
In Poster Session 6 West
Tehila Dahan · Kfir Y. Levy
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5502
A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness
In Poster Session 6 West
Yuri Kinoshita · Taro Toyoizumi
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5501
On $f$-Divergence Principled Domain Adaptation: An Improved Framework
In Poster Session 6 West
Ziqiao Wang · Yongyi Mao
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5406
Fair Wasserstein Coresets
In Poster Session 6 West
Zikai Xiong · Niccolo Dalmasso · Shubham Sharma · Freddy Lecue · Daniele Magazzeni · Vamsi Potluru · Tucker Balch · Manuela Veloso
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6110
GenRL: Multimodal-foundation world models for generalization in embodied agents
In Poster Session 6 West
Pietro Mazzaglia · Tim Verbelen · Bart Dhoedt · Aaron Courville · Sai Rajeswar Mudumba
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5609
A Continuous-time Stochastic Gradient Descent Method for Continuous Data
In Poster Session 6 West
Kexin Jin · Jonas Latz · Chenguang Liu · Carola-Bibiane Schönlieb
[ Poster]  [ JMLR] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7002
Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging
In Poster Session 6 West
JIAMIAN WANG · Zongliang Wu · Yulun Zhang · Xin Yuan · Tao Lin · Zhiqiang Tao
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7000
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models
In Poster Session 6 West
Masatoshi Uehara · Yulai Zhao · Ehsan Hajiramezanali · Gabriele Scalia · Gokcen Eraslan · Avantika Lal · Sergey Levine · Tommaso Biancalani
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6903
QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization
In Poster Session 6 West
Qi Song · Tianxiang Gong · Shiqi Gao · Haoyi Zhou · Jianxin Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6906
A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings
In Poster Session 6 West
Disha Makhija · Joydeep Ghosh · Nhat Ho
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6907
On the Target-kernel Alignment: a Unified Analysis with Kernel Complexity
In Poster Session 6 West
Chao Wang · Xin HE · Yuwen Wang · Junhui Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6908
KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension
In Poster Session 6 West
Jie Yang · Wang ZENG · Sheng Jin · Lumin Xu · Wentao Liu · Chen Qian · Ruimao Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6306
LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization
In Poster Session 6 West
Liang Chen · Yong Zhang · Yibing Song · Zhiqiang Shen · Lingqiao Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6800
Ensemble sampling for linear bandits: small ensembles suffice
In Poster Session 6 West
David Janz · Alexander Litvak · Csaba Szepesvari
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6102
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning
In Poster Session 6 West
Hao Ma · Tianyi Hu · Zhiqiang Pu · Liu Boyin · Xiaolin Ai · Yanyan Liang · Min Chen
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6701
Decomposable Transformer Point Processes
In Poster Session 6 West
Aristeidis Panos
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6703
From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning
In Poster Session 6 West
Pusen Dong · Tianchen Zhu · yue qiu · Haoyi Zhou · Jianxin Li
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6109
Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs
In Poster Session 6 West
Long-Fei Li · Peng Zhao · Zhi-Hua Zhou
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5602
Learning to Price Homogeneous Data
In Poster Session 6 West
Keran Chen · Joon Suk Huh · Kirthevasan Kandasamy
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5808
Lower Bounds and Optimal Algorithms for Non-Smooth Convex Decentralized Optimization over Time-Varying Networks
In Poster Session 6 West
Dmitry Kovalev · Ekaterina Borodich · Alexander Gasnikov · Dmitrii Feoktistov
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6510
Variance estimation in compound decision theory under boundedness
In Poster Session 6 West
Subhodh Kotekal
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6706
CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training
In Poster Session 6 West
David Brandfonbrener · Hanlin Zhang · Andreas Kirsch · Jonathan Richard Schwarz · Sham Kakade
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6309
Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes
In Poster Session 6 West
Lei Shi · Waverly Wei · Jingshen Wang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6707
On the Parameter Identifiability of Partially Observed Linear Causal Models
In Poster Session 6 West
Xinshuai Dong · Ignavier Ng · Biwei Huang · Yuewen Sun · Songyao Jin · Roberto Legaspi · Peter Spirtes · Kun Zhang
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5710
Emergence of heavy tails in homogenized stochastic gradient descent
In Poster Session 6 West
Zhezhe Jiao · Martin Keller-Ressel
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6610
FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling
In Poster Session 6 West
ZAIXI ZHANG · Mengdi Wang · Qi Liu
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6506
MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions
In Poster Session 6 West
Xuan Ju · Yiming Gao · Zhaoyang Zhang · Ziyang Yuan · Xintao Wang · AILING ZENG · Yu Xiong · Qiang Xu · Ying Shan
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6006
OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning
In Poster Session 6 West
Yihang Yao · Zhepeng Cen · Wenhao Ding · Haohong Lin · Shiqi Liu · Tingnan Zhang · Wenhao Yu · DING ZHAO
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6209
Conformal Classification with Equalized Coverage for Adaptively Selected Groups
In Poster Session 6 West
Yanfei Zhou · Matteo Sesia
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6004
Faster Algorithms for User-Level Private Stochastic Convex Optimization
In Poster Session 6 West
Andrew Lowy · Daogao Liu · Hilal Asi
[ OpenReview] 
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6204
Variational Delayed Policy Optimization
In Poster Session 6 West
Qingyuan Wu · Simon Zhan · Yixuan Wang · Yuhui Wang · Chung-Wei Lin · Chen Lv · Qi Zhu · Chao Huang
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6710
MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution
In Poster Session 6 West
Wenzhuo Liu · Fei Zhu · Shijie Ma · Cheng-lin Liu
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6408
Online Control in Population Dynamics
In Poster Session 6 West
Noah Golowich · Elad Hazan · Zhou Lu · Dhruv Rohatgi · Y. Jennifer Sun
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5505
How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression
In Poster Session 6 West
Xingwu Chen · Lei Zhao · Difan Zou
[ OpenReview] 
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6205
On the Role of Information Structure in Reinforcement Learning for Partially-Observable Sequential Teams and Games
In Poster Session 6 West
Awni Altabaa · Zhuoran Yang
[ OpenReview]