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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6802
Conformalized Credal Set Predictors
In Poster Session 1 West
Alireza Javanmardi · David Stutz · Eyke Hüllermeier
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6209
Differentially Private Set Representations
In Poster Session 1 West
Sarvar Patel · Giuseppe Persiano · Joon Young Seo · Kevin Yeo
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6304
Asynchronous Perception Machine for Efficient Test Time Training
In Poster Session 1 West
Rajat Modi · Yogesh Rawat
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5907
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following
In Poster Session 1 West
Minjong Yoo · Jinwoo Jang · Wei-Jin Park · Honguk Woo
[ Slides]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5008
Benchmarking Counterfactual Image Generation
In Poster Session 1 West
Thomas Melistas · Nikos Spyrou · Nefeli Gkouti · Pedro Sanchez · Athanasios Vlontzos · Yannis Panagakis · Giorgos Papanastasiou · Sotirios Tsaftaris
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Breaking the curse of dimensionality in structured density estimation
In Poster Session 1 West
Robert Vandermeulen · Wai Ming Tai · Bryon Aragam
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6903
Text to Blind Motion
In Poster Session 1 West
Hee Jae Kim · Kathakoli Sengupta · Masaki Kuribayashi · Hernisa Kacorri · Eshed Ohn-Bar
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6403
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO
In Poster Session 1 West
Skander Moalla · Andrea Miele · Daniil Pyatko · Razvan Pascanu · Caglar Gulcehre
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6507
DiffPO: A causal diffusion model for learning distributions of potential outcomes
In Poster Session 1 West
Yuchen Ma · Valentyn Melnychuk · Jonas Schweisthal · Stefan Feuerriegel
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6402
Time-Constrained Robust MDPs
In Poster Session 1 West
Adil Zouitine · David Bertoin · Pierre Clavier · Matthieu Geist · Emmanuel Rachelson
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6810
Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces
In Poster Session 1 West
Angeliki Kamoutsi · Peter Schmitt-Förster · Tobias Sutter · Volkan Cevher · John Lygeros
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6611
Verified Safe Reinforcement Learning for Neural Network Dynamic Models
In Poster Session 1 West
Junlin Wu · Huan Zhang · Yevgeniy Vorobeychik
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5210
CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset
In Poster Session 1 West
Akshatha Arodi · Margaux Luck · Jean-Luc Bedwani · Aldo Zaimi · Ge Li · Nicolas Pouliot · Julien Beaudry · Gaetan Marceau Caron
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6710
Learnability Matters: Active Learning for Video Captioning
In Poster Session 1 West
Yiqian Zhang · Buyu Liu · Jun Bao · Qiang Huang · Min Zhang · Jun Yu
[ Poster]  [ OpenReview] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6902
A Careful Examination of Large Language Model Performance on Grade School Arithmetic
In Poster Session 1 West
Hugh Zhang · Jeff Da · Dean Lee · Vaughn Robinson · Catherine Wu · William Song · Tiffany Zhao · Pranav Raja · Charlotte Zhuang · Dylan Slack · Qin Lyu · Sean Hendryx · Russell Kaplan · Michele Lunati · Summer Yue
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5501
Replicability in Learning: Geometric Partitions and KKM-Sperner Lemma
In Poster Session 1 West
Jason Vander Woude · Peter Dixon · A. Pavan · Jamie Radcliffe · N. V. Vinodchandran
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5002
Sample Complexity of Interventional Causal Representation Learning
In Poster Session 1 West
Emre Acartürk · Burak Varıcı · Karthikeyan Shanmugam · Ali Tajer
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5209
Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration
In Poster Session 1 West
KeZheng Xiong · Haoen Xiang · Qingshan Xu · Chenglu Wen · Siqi Shen · Jonathan Jun LI · Cheng Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5410
FairJob: A Real-World Dataset for Fairness in Online Systems
In Poster Session 1 West
Mariia Vladimirova · Federico Pavone · Eustache Diemert
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5406
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents
In Poster Session 1 West
Niels Mündler · Mark Müller · Jingxuan He · Martin Vechev
[ Slides]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5703
The Many Faces of Optimal Weak-to-Strong Learning
In Poster Session 1 West
Mikael Møller Høgsgaard · Kasper Green Larsen · Markus Engelund Mathiasen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5500
Harnessing Multiple Correlated Networks for Exact Community Recovery
In Poster Session 1 West
Miklos Z. Racz · Jifan Zhang
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
RA-PbRL: Provably Efficient Risk-Aware Preference-Based Reinforcement Learning
In Poster Session 1 West
Yujie Zhao · Jose Aguilar Escamilla · Weyl Lu · Huazheng Wang
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5005
Linear Causal Representation Learning from Unknown Multi-node Interventions
In Poster Session 1 West
Burak Varıcı · Emre Acartürk · Karthikeyan Shanmugam · Ali Tajer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5306
Virtual Scanning: Unsupervised Non-line-of-sight Imaging from Irregularly Undersampled Transients
In Poster Session 1 West
Xingyu Cui · Huanjing Yue · Song Li · Xiangjun Yin · Yusen Hou · Yun Meng · Kai Zou · Xiaolong Hu · Jingyu Yang
[ Slides]  [ Poster]  [ OpenReview] 
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
Optimal Parallelization of Boosting
In Poster Session 1 West
Arthur da Cunha · Mikael Møller Høgsgaard · Kasper Green Larsen
[ Poster]  [ OpenReview] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5308
RedPajama: an Open Dataset for Training Large Language Models
In Poster Session 1 West
Maurice Weber · Dan Fu · Quentin Anthony · Yonatan Oren · Shane Adams · Anton Alexandrov · Xiaozhong Lyu · Huu Nguyen · Xiaozhe Yao · Virginia Adams · Ben Athiwaratkun · Rahul Chalamala · Kezhen Chen · Max Ryabinin · Tri Dao · Percy Liang · Christopher Ré · Irina Rish · Ce Zhang
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5402
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
In Poster Session 1 West
Rhea Sukthanker · Arber Zela · Benedikt Staffler · Aaron Klein · Lennart Purucker · Jörg Franke · Frank Hutter
[ Slides] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Marginal Causal Flows for Validation and Inference
In Poster Session 1 West
Daniel de Vassimon Manela · Battaglia · Robin Evans
[ Slides]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5207
DetectEval: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
In Poster Session 1 West
Junchao Wu · Runzhe Zhan · Derek Wong · Shu Yang · Xinyi Yang · Yulin Yuan · Lidia Chao
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5307
FinBen: An Holistic Financial Benchmark for Large Language Models
In Poster Session 1 West
Qianqian Xie · Weiguang Han · Zhengyu Chen · Ruoyu Xiang · Xiao Zhang · Yueru He · Mengxi Xiao · Dong Li · Yongfu Dai · Duanyu Feng · Yijing Xu · Haoqiang Kang · Ziyan Kuang · Chenhan Yuan · Kailai Yang · Zheheng Luo · Tianlin Zhang · Zhiwei Liu · GUOJUN XIONG · Zhiyang Deng · Yuechen Jiang · Zhiyuan Yao · Haohang Li · Yangyang Yu · Gang Hu · Huang Jiajia · Xiaoyang Liu · Alejandro Lopez-Lira · Benyou Wang · Yanzhao Lai · Hao Wang · Min Peng · Sophia Ananiadou · Jimin Huang
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7300
Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness
In Poster Session 1 West
Yiquan Li · Zhongzhu Chen · Kun Jin · Jiongxiao Wang · Jiachen Lei · Bo Li · Chaowei Xiao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6905
Euclidean distance compression via deep random features
In Poster Session 1 West
Brett Leroux · Luis Rademacher
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6101
Addressing Bias in Online Selection with Limited Budget of Comparisons
In Poster Session 1 West
Ziyad Benomar · Evgenii Chzhen · Nicolas Schreuder · Vianney Perchet
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5706
Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning
In Poster Session 1 West
Andrew Bond · Zafer Dogan
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5505
Referring Human Pose and Mask Estimation In the Wild
In Poster Session 1 West
Bo Miao · Mingtao Feng · Zijie Wu · Mohammed Bennamoun · Yongsheng Gao · Ajmal Mian
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6508
SustainDC: Benchmarking for Sustainable Data Center Control
In Poster Session 1 West
Avisek Naug · Antonio Guillen-Perez · Ricardo Luna Gutierrez · Vineet Gundecha · Desik Rengarajan · Sahand Ghorbanpour · Sajad Mousavi · Ashwin Ramesh Babu · Dejan Markovikj · Lekhapriya Dheeraj Kashyap · Soumyendu Sarkar
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5009
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs
In Poster Session 1 West
Jiasheng Zhang · Jialin Chen · Menglin Yang · Aosong Feng · Shuang Liang · Jie Shao · Rex Ying
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5110
Muharaf: Manuscripts of Handwritten Arabic Dataset for Cursive Text Recognition
In Poster Session 1 West
Mehreen Saeed · Adrian Chan · Anupam Mijar · joseph Moukarzel · Gerges Habchi · Carlos Younes · amin elias · Chau-Wai Wong · Akram Khater
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6204
No Free Lunch Theorem and Black-Box Complexity Analysis for Adversarial Optimisation
In Poster Session 1 West
Per Kristian Lehre · Shishen Lin
[ Slides]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5109
Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation
In Poster Session 1 West
Sahar Abdelnabi · Amr Gomaa · Sarath Sivaprasad · Lea Schönherr · Mario Fritz
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5108
A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era
In Poster Session 1 West
Fangyun Wei · Jinjing Zhao · Kun Yan · Hongyang Zhang · Chang Xu
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6904
GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring
In Poster Session 1 West
Dongwoo Lee · JoonKyu Park · Kyoung Mu Lee
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5409
ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods
In Poster Session 1 West
MaryBeth Defrance · Maarten Buyl · Tijl De Bie
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5106
The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models
In Poster Session 1 West
Hannah Rose Kirk · Alexander Whitefield · Paul Rottger · Andrew M. Bean · Katerina Margatina · Rafael Mosquera-Gomez · Juan Ciro · Max Bartolo · Adina Williams · He He · Bertie Vidgen · Scott Hale
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5105
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
In Poster Session 1 West
Lukas Klein · Carsten Lüth · Udo Schlegel · Till Bungert · Mennatallah El-Assady · Paul Jaeger
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5104
Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation
In Poster Session 1 West
Nachiket Kotalwar · Alkis Gotovos · Adish Singla
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5102
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings
In Poster Session 1 West
Manuel Meier · Berken Utku Demirel · Christian Holz
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5101
Comprehensive Framework for Curating Speech Datasets and Evaluating ASR Systems: A Case Study for the Polish Language
In Poster Session 1 West
Michał Junczyk
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5100
A Cross-Domain Benchmark for Active Learning
In Poster Session 1 West
Thorben Werner · Johannes Burchert · Maximilian Stubbemann · Lars Schmidt-Thieme
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5200
SHDocs: A dataset, benchmark, and method to efficiently generate high-quality, real-world specular highlight data with near-perfect alignment
In Poster Session 1 West
Jovin Leong · Koa Di · Benjamin Cham · Shaun Heng
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5202
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification
In Poster Session 1 West
Jannik Franzen · Claudia Winklmayr · Vanessa Emanuela Guarino · Christoph Karg · Xiaoyan Yu · Nora Koreuber · Jan Albrecht · Philip Bischoff · Dagmar Kainmueller
[ Slides]  [ Poster] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5204
MmCows: A Multimodal Dataset for Dairy Cattle Monitoring
In Poster Session 1 West
Hien Vu · Omkar Chandrakant Prabhune · Unmesh Raskar · Dimuth Panditharatne · Hanwook Chung · Christopher Choi · Younghyun Kim
[ Slides]  [ Poster] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6901
Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning
In Poster Session 1 West
Hao Shao · Shengju Qian · Han Xiao · Guanglu Song · ZHUOFAN ZONG · Letian Wang · Yu Liu · Hongsheng Li
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7200
Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset
In Poster Session 1 West
Alexandre Galashov · Michalis Titsias · András György · Clare Lyle · Razvan Pascanu · Yee Whye Teh · Maneesh Sahani
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5211
Semi-Truths: A Large-Scale Dataset for Testing Robustness of AI-Generated Image Detectors
In Poster Session 1 West
Anisha Pal · Julia Kruk · Mansi Phute · Manognya Bhattaram · Diyi Yang · Duen Horng Chau · Judy Hoffman
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5311
Advancing Video Anomaly Detection: A Concise Review and a New Dataset
In Poster Session 1 West
Liyun Zhu · Lei Wang · Arjun Raj · Tom Gedeon · Chen Chen
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5310
A multi-UAV dataset for multi-object tracking and re-identification of wild antelopes
In Poster Session 1 West
Hemal Naik · Junran Yang · Dipin Das · Margaret Crofoot · Akanksha Rathore · Vivek Hari Sridhar
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7109
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling
In Poster Session 1 West
Yaohua Zha · Naiqi Li · Yanzi Wang · Tao Dai · Hang Guo · Bin Chen · Zhi Wang · Zhihao Ouyang · Shu-Tao Xia
[ Poster]  [ OpenReview] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5309
CryoBench: Datasets and Benchmarks for Heterogeneous Cryo-EM Reconstruction
In Poster Session 1 West
Minkyu Jeon · Rishwanth Raghu · Miro Astore · Geoffrey Woollard · J. Feathers · Alkin Kaz · Sonya Hanson · Pilar Cossio · Ellen Zhong
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5305
Multi-Chain Graphs of Graphs: A New Paradigm in Blockchain Dataset
In Poster Session 1 West
Bingqiao Luo · Zhen Zhang · Qian Wang · Bingsheng He
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5304
AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery
In Poster Session 1 West
Hangyu Zhou · Chia-Hsiang Kao · Cheng Perng Phoo · Utkarsh Mall · Bharath Hariharan · Kavita Bala
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5303
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
In Poster Session 1 West
Victor-Alexandru Pădurean · Adish Singla
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6303
A Simulation Benchmark for Autonomous Racing with Large-Scale Human Data
In Poster Session 1 West
Adrian Remonda · Nicklas Hansen · Ayoub Raji · Nicola Musiu · Marko Bertogna · Eduardo Veas · Xiaolong Wang
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5301
Game-Traversal-Benchmark: Evaluating Planning Abilities Of Large Language Models Via Traversing 2D Game Maps
In Poster Session 1 West
Muhammad Umair Nasir · Steven James · Julian Togelius
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5300
DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model
In Poster Session 1 West
Yuqi Wang · Ke Cheng · Jiawei He · Qitai Wang · Hengchen Dai · Yuntao Chen · Fei Xia · ZHAO-XIANG ZHANG
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5400
Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines
In Poster Session 1 West
Mark Blacher · Christoph Staudt · Julien Klaus · Maurice Wenig · Niklas Merk · Alexander Breuer · Max Engel · Sören Laue · Joachim Giesen
[ Slides]  [ Poster] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5401
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
In Poster Session 1 West
Yury Kuratov · Aydar Bulatov · Petr Anokhin · Ivan Rodkin · Dmitry Sorokin · Artyom Sorokin · Mikhail Burtsev
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5403
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets
In Poster Session 1 West
Kyungeun Lee · Wonjong Rhee
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5404
MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations
In Poster Session 1 West
Ruiyuan Lyu · Tai WANG · Jingli Lin · Shuaiyang · Xiaohan Mao · Yilun Chen · Runsen Xu · Haifeng Huang · Chenming Zhu · Dahua Lin · Jiangmiao Pang
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5208
VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding
In Poster Session 1 West
Houlun Chen · Xin Wang · Hong Chen · Zeyang Zhang · Wei Feng · Bin Huang · Jia Jia · Wenwu Zhu
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5201
GC-Bench: An Open and Unified Benchmark for Graph Condensation
In Poster Session 1 West
Qingyun Sun · Ziying Chen · Beining Yang · Cheng Ji · Xingcheng Fu · Sheng Zhou · Hao Peng · Jianxin Li · Philip S Yu
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6006
Promoting Fairness Among Dynamic Agents in Online-Matching Markets under Known Stationary Arrival Distributions
In Poster Session 1 West
Will Ma · Pan Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6701
Quantum algorithm for large-scale market equilibrium computation
In Poster Session 1 West
Po-Wei Huang · Patrick Rebentrost
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5001
DiffPhyCon: A Generative Approach to Control Complex Physical Systems
In Poster Session 1 West
Long Wei · Peiyan Hu · Ruiqi Feng · Haodong Feng · Yixuan Du · Tao Zhang · Rui Wang · Yue Wang · Zhi-Ming Ma · Tailin Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7000
AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases
In Poster Session 1 West
Jun Xia · Shaorong Chen · Jingbo Zhou · Shan Xiaojun · Wenjie Du · Zhangyang Gao · Cheng Tan · Bozhen Hu · Jiangbin Zheng · Stan Z. Li
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6805
Offline Multitask Representation Learning for Reinforcement Learning
In Poster Session 1 West
Haque Ishfaq · Thanh Nguyen-Tang · Songtao Feng · Raman Arora · Mengdi Wang · Ming Yin · Doina Precup
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5701
No-Regret Learning for Fair Multi-Agent Social Welfare Optimization
In Poster Session 1 West
Mengxiao Zhang · Ramiro Deo-Campo Vuong · Haipeng Luo
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5906
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
In Poster Session 1 West
Taisuke Yasuda · Kyriakos Axiotis · Gang Fu · Mohammadhossein Bateni · Vahab Mirrokni
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6408
No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery
In Poster Session 1 West
Alexander Rutherford · Michael Beukman · Timon Willi · Bruno Lacerda · Nick Hawes · Jakob Foerster
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6510
BenchMARL: Benchmarking Multi-Agent Reinforcement Learning
In Poster Session 1 West
Matteo Bettini · Amanda Prorok · Vincent MOENS
[ Slides]  [ Poster]  [ JMLR] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5602
Learning from Snapshots of Discrete and Continuous Data Streams
In Poster Session 1 West
Pramith Devulapalli · Steve Hanneke
[ Poster]  [ OpenReview] 
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5908
The Road Less Scheduled
In Poster Session 1 West
Aaron Defazio · Xingyu Yang · Ahmed Khaled · Konstantin Mishchenko · Harsh Mehta · Ashok Cutkosky
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6107
Rethinking the Capacity of Graph Neural Networks for Branching Strategy
In Poster Session 1 West
Ziang Chen · Jialin Liu · Xiaohan Chen · Wang · Wotao Yin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5103
SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models
In Poster Session 1 West
Dan Zhang · Ziniu Hu · Sining Zhoubian · Zhengxiao Du · Kaiyu Yang · Zihan Wang · Yisong Yue · Yuxiao Dong · Jie Tang
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5107
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
In Poster Session 1 West
Haozhe Zhao · Xiaojian (Shawn) Ma · Liang Chen · Shuzheng Si · Rujie Wu · Kaikai An · Peiyu Yu · Minjia Zhang · Qing Li · Baobao Chang
[ Slides]  [ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6105
The Star Geometry of Critic-Based Regularizer Learning
In Poster Session 1 West
Oscar Leong · Eliza O'Reilly · Yong Sheng Soh
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6503
Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents
In Poster Session 1 West
John L Zhou · Weizhe Hong · Jonathan Kao
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6509
ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination
In Poster Session 1 West
Xihuai Wang · Shao Zhang · Wenhao Zhang · Wentao Dong · Jingxiao Chen · Ying Wen · Weinan Zhang
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5206
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
In Poster Session 1 West
Pedro R. A. S. Bassi · Wenxuan Li · Yucheng Tang · Fabian Isensee · Zifu Wang · Jieneng Chen · Yu-Cheng Chou · Tassilo Wald · Constantin Ulrich · Michael Baumgartner · Saikat Roy · Klaus Maier-Hein · Paul Jaeger · Yiwen Ye · Yutong Xie · Jianpeng Zhang · Ziyang Chen · Yong Xia · Yannick Kirchhoff · Maximilian R. Rokuss · Pengcheng Shi · Ting Ma · Yuxin Du · Fan BAI · Tiejun Huang · Bo Zhao · Zhaohu Xing · Lei Zhu · Saumya Gupta · Haonan Wang · Xiaomeng Li · Ziyan Huang · Jin Ye · Junjun He · Yousef Sadegheih · Afshin Bozorgpour · Pratibha Kumari · Reza Azad · Dorit Merhof · Hanxue Gu · Haoyu Dong · Jichen Yang · Maciej Mazurowski · Linshan Wu · Jia-Xin Zhuang · Hao CHEN · Holger Roth · Daguang Xu · Matthew Blaschko · Sergio Decherchi · Andrea Cavalli · Alan Yuille · Zongwei Zhou
[ Slides] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6607
LLM-based Skill Diffusion for Zero-shot Policy Adaptation
In Poster Session 1 West
Woo Kyung Kim · Youngseok Lee · Jooyoung Kim · Honguk Woo
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6005
A Simple and Optimal Approach for Universal Online Learning with Gradient Variations
In Poster Session 1 West
Yu-Hu Yan · Peng Zhao · Zhi-Hua Zhou
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7105
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling
In Poster Session 1 West
Jake Cunningham · Giorgio Giannone · Mingtian Zhang · Marc Deisenroth
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently
In Poster Session 1 West
Sergio Calo · Anders Jonsson · Gergely Neu · Ludovic Schwartz · Javier Segovia-Aguas
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6307
Worst-Case Offline Reinforcement Learning with Arbitrary Data Support
In Poster Session 1 West
Kohei Miyaguchi
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5408
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms
In Poster Session 1 West
Firas Trabelsi · David Vilar · Mara Finkelstein · Markus Freitag
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6004
Adaptive Proximal Gradient Method for Convex Optimization
In Poster Session 1 West
Yura Malitsky · Konstantin Mishchenko
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5809
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
In Poster Session 1 West
Honglin Li · Yunlong Zhang · Pingyi Chen · Zhongyi Shui · Chenglu Zhu · Lin Yang
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7309
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies
In Poster Session 1 West
Xixi Hu · Qiang Liu · Xingchao Liu · Bo Liu
[ Slides]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5904
Memory-Efficient LLM Training with Online Subspace Descent
In Poster Session 1 West
Kaizhao Liang · Bo Liu · Lizhang Chen · Qiang Liu
[ Slides]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6205
Inversion-based Latent Bayesian Optimization
In Poster Session 1 West
Jaewon Chu · Jinyoung Park · Seunghun Lee · Hyunwoo Kim
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5801
Taming Heavy-Tailed Losses in Adversarial Bandits and the Best-of-Both-Worlds Setting
In Poster Session 1 West
Duo Cheng · Xingyu Zhou · Bo Ji
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5205
Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads
In Poster Session 1 West
Anoop Cherian · Kuan-Chuan Peng · Suhas Lohit · Joanna Matthiesen · Kevin Smith · Josh Tenenbaum
[ Poster] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6600
SPO: Sequential Monte Carlo Policy Optimisation
In Poster Session 1 West
Matthew Macfarlane · Edan Toledo · Donal Byrne · Paul Duckworth · Alexandre Laterre
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5510
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks
In Poster Session 1 West
Arjun Subramonian · Jian Kang · Yizhou Sun
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5607
Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm
In Poster Session 1 West
Leo Zhou · Joao Basso · Song Mei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7208
One-Step Diffusion Distillation through Score Implicit Matching
In Poster Session 1 West
Weijian Luo · Zemin Huang · Zhengyang Geng · J. Zico Kolter · Guo-Jun Qi
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5405
Understanding Hallucinations in Diffusion Models through Mode Interpolation
In Poster Session 1 West
Sumukh K Aithal · Pratyush Maini · Zachary Lipton · J. Zico Kolter
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Instance-adaptive Zero-shot Chain-of-Thought Prompting
In Poster Session 1 West
Xiaosong Yuan · Chen Shen · Shaotian Yan · Xiaofeng Zhang · Liang Xie · Wenxiao Wang · Renchu Guan · Ying Wang · Jieping Ye
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5302
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA
In Poster Session 1 West
Aman Patel · Arpita Singhal · Austin Wang · Anusri Pampari · Maya Kasowski · Anshul Kundaje
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6803
Multi-Agent Coordination via Multi-Level Communication
In Poster Session 1 West
Gang Ding · Zeyuan Liu · Zhirui Fang · Kefan Su · Liwen Zhu · Zongqing Lu
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5800
Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification
In Poster Session 1 West
Saba Ahmadi · Kunhe Yang · Hanrui Zhang
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6603
On the Complexity of Teaching a Family of Linear Behavior Cloning Learners
In Poster Session 1 West
Shubham Bharti · Stephen Wright · Adish Singla · Jerry Zhu
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6301
Real-Time Recurrent Learning using Trace Units in Reinforcement Learning
In Poster Session 1 West
Esraa Elelimy · Adam White · Michael Bowling · Martha White
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7301
DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
In Poster Session 1 West
Hao Bai · Yifei Zhou · Jiayi Pan · Mert Cemri · Alane Suhr · Sergey Levine · Aviral Kumar
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7002
Motion Graph Unleashed: A Novel Approach to Video Prediction
In Poster Session 1 West
Yiqi Zhong · Luming Liang · Bohan Tang · Ilya Zharkov · Ulrich Neumann
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7003
ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making
In Poster Session 1 West
Woosung Kim · Hayeong Lee · Jongmin Lee · Byung-Jun Lee
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6306
Doubly Mild Generalization for Offline Reinforcement Learning
In Poster Session 1 West
Yixiu Mao · Qi Wang · Yun Qu · Yuhang Jiang · Xiangyang Ji
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6001
Derivatives of Stochastic Gradient Descent in parametric optimization
In Poster Session 1 West
Franck Iutzeler · Edouard Pauwels · Samuel Vaiter
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7004
Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels
In Poster Session 1 West
Yikai Wang · Xinzhou Wang · Zilong Chen · Zhengyi Wang · Fuchun Sun · Jun Zhu
[ Slides]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6806
Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning
In Poster Session 1 West
Riccardo Poiani · Curti Gabriele · Alberto Maria Metelli · Marcello Restelli
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6102
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization
In Poster Session 1 West
Nicola Bariletto · Nhat Ho
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6208
Private Algorithms for Stochastic Saddle Points and Variational Inequalities: Beyond Euclidean Geometry
In Poster Session 1 West
Raef Bassily · Cristóbal Guzmán · Michael Menart
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7006
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models
In Poster Session 1 West
Myeongseob Ko · Henry Li · Zhun Wang · Jonathan Patsenker · Jiachen (Tianhao) Wang · Qinbin Li · Ming Jin · Dawn Song · Ruoxi Jia
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6108
IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs
In Poster Session 1 West
Xi Gao · Jinxin Xiong · Akang Wang · qihong duan · Jiang Xue · Qingjiang Shi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7007
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification
In Poster Session 1 West
Yihong Luo · Yuhan Chen · Siya Qiu · Yiwei Wang · Chen Zhang · Yan Zhou · Xiaochun Cao · Jing Tang
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6008
Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations
In Poster Session 1 West
Alexander Tyurin · Kaja Gruntkowska · Peter Richtarik
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6808
Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces
In Poster Session 1 West
Yaqi Duan · Martin Wainwright
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5808
A Simple and Adaptive Learning Rate for FTRL in Online Learning with Minimax Regret of $\Theta(T^{2/3})$ and its Application to Best-of-Both-Worlds
In Poster Session 1 West
Taira Tsuchiya · Shinji Ito
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5000
Fast Proxy Experiment Design for Causal Effect Identification
In Poster Session 1 West
Sepehr Elahi · Sina Akbari · Jalal Etesami · Negar Kiyavash · Patrick Thiran
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6908
Coherence-free Entrywise Estimation of Eigenvectors in Low-rank Signal-plus-noise Matrix Models
In Poster Session 1 West
Hao Yan · Keith Levin
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7008
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
In Poster Session 1 West
Jiapu Wang · Sun Kai · LINHAO LUO · Wei Wei · Yongli Hu · Alan Wee-Chung Liew · Shirui Pan · Baocai Yin
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7010
Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning
In Poster Session 1 West
Tong Yang · Shicong Cen · Yuting Wei · Yuxin Chen · Yuejie Chi
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5407
Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding
In Poster Session 1 West
Yinuo Jing · Ruxu Zhang · Kongming Liang · Yongxiang Li · Zhongjiang He · Zhanyu Ma · Jun Guo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6103
Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad
In Poster Session 1 West
Sayantan Choudhury · Nazarii Tupitsa · Nicolas Loizou · Samuel Horváth · Martin Takac · Eduard Gorbunov
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6703
Continuous Temporal Domain Generalization
In Poster Session 1 West
Zekun CAI · Guangji Bai · Renhe Jiang · Xuan Song · Liang Zhao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5601
Differentiable Quantum Computing for Large-scale Linear Control
In Poster Session 1 West
Connor Clayton · Jiaqi Leng · Gengzhi Yang · Yi-Ling Qiao · Ming Lin · Xiaodi Wu
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6709
On the Convergence of Loss and Uncertainty-based Active Learning Algorithms
In Poster Session 1 West
Daniel Haimovich · Dima Karamshuk · Fridolin Linder · Niek Tax · Milan Vojnovic
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6300
Dual Critic Reinforcement Learning under Partial Observability
In Poster Session 1 West
Jinqiu Li · Enmin Zhao · Tong Wei · Junliang Xing · SHIMING XIANG
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7304
PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation
In Poster Session 1 West
ChenRui Duan · Zelin Zang · Siyuan Li · Yongjie Xu · Stan Z. Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6612
Is Score Matching Suitable for Estimating Point Processes?
In Poster Session 1 West
Haoqun Cao · Zizhuo Meng · Tianjun Ke · Feng Zhou
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7108
Rethinking Decoders for Transformer-based Semantic Segmentation: Compression is All You Need
In Poster Session 1 West
Qishuai Wen · Chun-Guang Li
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6606
Robot Policy Learning with Temporal Optimal Transport Reward
In Poster Session 1 West
Yuwei Fu · Haichao Zhang · Di Wu · Wei Xu · Benoit Boulet
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6501
Towards Effective Planning Strategies for Dynamic Opinion Networks
In Poster Session 1 West
Bharath Muppasani · Protik Nag · Vignesh Narayanan · Biplav Srivastava · Michael Huhns
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6506
Opponent Modeling based on Subgoal Inference
In Poster Session 1 West
XiaoPeng Yu · Jiechuan Jiang · Zongqing Lu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6400
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
In Poster Session 1 West
Moritz Schneider · Robert Krug · Narunas Vaskevicius · Luigi Palmieri · Joschka Boedecker
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5508
Perceptual Fairness in Image Restoration
In Poster Session 1 West
Guy Ohayon · Michael Elad · Tomer Michaeli
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6401
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization
In Poster Session 1 West
Haoran Li · Zhennan Jiang · YUHUI CHEN · Dongbin Zhao
[ OpenReview] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5603
Active Classification with Few Queries under Misspecification
In Poster Session 1 West
Vasilis Kontonis · Mingchen Ma · Christos Tzamos
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6505
Integrating Suboptimal Human Knowledge with Hierarchical Reinforcement Learning for Large-Scale Multiagent Systems
In Poster Session 1 West
Dingbang Liu · Shohei Kato · Wen Gu · Fenghui Ren · Jun Yan · Guoxin Su
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6308
BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning
In Poster Session 1 West
Haohong Lin · Wenhao Ding · Jian Chen · Laixi Shi · Jiacheng Zhu · Bo Li · DING ZHAO
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5805
No-Regret M${}^{\natural}$-Concave Function Maximization: Stochastic Bandit Algorithms and NP-Hardness of Adversarial Full-Information Setting
In Poster Session 1 West
Taihei Oki · Shinsaku Sakaue
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5604
On the Comparison between Multi-modal and Single-modal Contrastive Learning
In Poster Session 1 West
Wei Huang · Andi Han · Yongqiang Chen · Yuan Cao · Zhiqiang Xu · Taiji Suzuki
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5905
Stochastic Extragradient with Flip-Flop Shuffling & Anchoring: Provable Improvements
In Poster Session 1 West
Jiseok Chae · Chulhee Yun · Donghwan Kim
[ Slides]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5506
Mitigating Spurious Correlations via Disagreement Probability
In Poster Session 1 West
Hyeonggeun Han · Sehwan Kim · Hyungjun Joo · Sangwoo Hong · Jungwoo Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6504
MADiff: Offline Multi-agent Learning with Diffusion Models
In Poster Session 1 West
Zhengbang Zhu · Minghuan Liu · Liyuan Mao · Bingyi Kang · Minkai Xu · Yong Yu · Stefano Ermon · Weinan Zhang
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6009
Leveraging partial stragglers within gradient coding
In Poster Session 1 West
Aditya RAMAMOORTHY · Ruoyu Meng · Vrinda Girimaji
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5606
A two-scale Complexity Measure for Deep Learning Models
In Poster Session 1 West
Massimiliano Datres · Gian Leonardi · Alessio Figalli · David Sutter
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7302
Optimal Algorithms for Online Convex Optimization with Adversarial Constraints
In Poster Session 1 West
Abhishek Sinha · Rahul Vaze
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5903
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
In Poster Session 1 West
Sobihan Surendran · Adeline Fermanian · Antoine Godichon-Baggioni · Sylvain Le Corff
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5806
Improved learning rates in multi-unit uniform price auctions
In Poster Session 1 West
Marius Potfer · Dorian Baudry · Hugo Richard · Vianney Perchet · Cheng Wan
[ OpenReview] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6809
The Value of Reward Lookahead in Reinforcement Learning
In Poster Session 1 West
Nadav Merlis · Dorian Baudry · Vianney Perchet
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Variational Flow Matching for Graph Generation
In Poster Session 1 West
Floor Eijkelboom · Grigory Bartosh · Christian Andersson Naesseth · Max Welling · Jan-Willem van de Meent
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5807
PRODuctive bandits: Importance Weighting No More
In Poster Session 1 West
Julian Zimmert · Teodor Vanislavov Marinov
[ OpenReview] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5902
BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning
In Poster Session 1 West
Jianming Pan · Zeqi Ye · Xiao Yang · Xu Yang · Weiqing Liu · Lewen Wang · Jiang Bian
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5901
Nonparametric Instrumental Variable Regression through Stochastic Approximate Gradients
In Poster Session 1 West
Yuri Fonseca · Caio Peixoto · Yuri Saporito
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6608
Stepwise Alignment for Constrained Language Model Policy Optimization
In Poster Session 1 West
Akifumi Wachi · Thien Tran · Rei Sato · Takumi Tanabe · Youhei Akimoto
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6910
Kernel-Based Function Approximation for Average Reward Reinforcement Learning: An Optimist No-Regret Algorithm
In Poster Session 1 West
Sattar Vakili · Julia Olkhovskaya
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
Derivative-enhanced Deep Operator Network
In Poster Session 1 West
Yuan Qiu · Nolan Bridges · Peng Chen
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6602
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
In Poster Session 1 West
Deqian Kong · Dehong Xu · Minglu Zhao · Bo Pang · Jianwen Xie · Andrew Lizarraga · Yuhao Huang · Sirui Xie · Ying Nian Wu
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6500
Graph Learning for Numeric Planning
In Poster Session 1 West
Dillon Chen · Sylvie Thiebaux
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7101
Can Simple Averaging Defeat Modern Watermarks?
In Poster Session 1 West
Pei Yang · Hai Ci · Yiren Song · Mike Zheng Shou
[ Poster]  [ OpenReview] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6100
The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize
In Poster Session 1 West
Dongyan Lucy Huo · Yixuan Zhang · Yudong Chen · Qiaomin Xie
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6200
Semi-Random Matrix Completion via Flow-Based Adaptive Reweighting
In Poster Session 1 West
Jonathan Kelner · Jerry Li · Allen Liu · Aaron Sidford · Kevin Tian
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6007
A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem
In Poster Session 1 West
Pankaj Agarwal · Sharath Raghvendra · Pouyan Shirzadian · Keegan Yao
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6702
Cross-Device Collaborative Test-Time Adaptation
In Poster Session 1 West
Guohao Chen · Shuaicheng Niu · Deyu Chen · Shuhai Zhang · Changsheng Li · Yuanqing Li · Mingkui Tan
[ Slides]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6206
No-Regret Bandit Exploration based on Soft Tree Ensemble Model
In Poster Session 1 West
Shogo Iwazaki · Shinya Suzumura
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5810
Online Weighted Paging with Unknown Weights
In Poster Session 1 West
Orin Levy · Noam Touitou · Aviv Rosenberg
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5504
Fair Secretaries with Unfair Predictions
In Poster Session 1 West
Eric Balkanski · Will Ma · Andreas Maggiori
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6406
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning
In Poster Session 1 West
Jiaheng Hu · Zizhao Wang · Peter Stone · Roberto Martín-Martín
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7201
SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion
In Poster Session 1 West
Ming Dai · Lingfeng Yang · Yihao Xu · Zhenhua Feng · Wankou Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7202
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
In Poster Session 1 West
Dongjun Kim · Chieh-Hsin Lai · Wei-Hsiang Liao · Yuhta Takida · Naoki Murata · Toshimitsu Uesaka · Yuki Mitsufuji · Stefano Ermon
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6407
Autoregressive Policy Optimization for Constrained Allocation Tasks
In Poster Session 1 West
David Winkel · Niklas Strauß · Maximilian Bernhard · Zongyue Li · Thomas Seidl · Matthias Schubert
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6305
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning
In Poster Session 1 West
Ruoqi Zhang · Ziwei Luo · Jens Sjölund · Thomas Schön · Per Mattsson
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6003
Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors
In Poster Session 1 West
VIET HO TAM THUC DO · Parham Eftekhar · Seyed Alireza Hosseini · Gene Cheung · Philip Chou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6610
Beyond Optimism: Exploration With Partially Observable Rewards
In Poster Session 1 West
Simone Parisi · Alireza Kazemipour · Michael Bowling
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6409
Diffusion-Reward Adversarial Imitation Learning
In Poster Session 1 West
Chun-Mao Lai · Hsiang-Chun Wang · Ping-Chun Hsieh · Frank Wang · Min-Hung Chen · Shao-Hua Sun
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6801
Multi-Winner Reconfiguration
In Poster Session 1 West
Jiehua Chen · Christian Hatschka · Sofia Simola
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5609
Group-wise oracle-efficient algorithms for online multi-group learning
In Poster Session 1 West
Samuel Deng · Jingwen Liu · Daniel Hsu
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7305
Diffusion Actor-Critic with Entropy Regulator
In Poster Session 1 West
Yinuo Wang · Likun Wang · Yuxuan Jiang · Wenjun Zou · Tong Liu · Xujie Song · Wenxuan Wang · Liming Xiao · Jiang Wu · Jingliang Duan · Shengbo Li
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6707
Clustering with Non-adaptive Subset Queries
In Poster Session 1 West
Hadley Black · Euiwoong Lee · Arya Mazumdar · Barna Saha
[ Slides]  [ Poster]  [ OpenReview] 
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7205
Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
In Poster Session 1 West
Jin Zhang · Ze Liu · Defu Lian · Enhong Chen
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6210
Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification
In Poster Session 1 West
Jan Schuchardt · Mihail Stoian · Arthur Kosmala · Stephan Günnemann
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6706
Evidential Mixture Machines: Deciphering Multi-Label Correlations for Active Learning Sensitivity
In Poster Session 1 West
Dayou Yu · Minghao Li · Weishi Shi · Qi Yu
[ Poster]  [ OpenReview] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7206
Implicit Curriculum in Procgen Made Explicit
In Poster Session 1 West
Zhenxiong Tan · Kaixin Wang · Xinchao Wang
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6705
Preference Learning of Latent Decision Utilities with a Human-like Model of Preferential Choice
In Poster Session 1 West
Sebastiaan De Peuter · Shibei Zhu · Yujia Guo · Andrew Howes · Samuel Kaski
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6310
Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions
In Poster Session 1 West
Hilal Asi · Daogao Liu · Kevin Tian
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5900
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization
In Poster Session 1 West
Davide Buffelli · Jamie McGowan · Wangkun Xu · Alexandru Cioba · Da-shan Shiu · Guillaume Hennequin · Alberto Bernacchia
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5004
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
In Poster Session 1 West
Kai Helli · David Schnurr · Noah Hollmann · Samuel Müller · Frank Hutter
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7209
Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion
In Poster Session 1 West
Yongyuan Liang · Tingqiang Xu · Kaizhe Hu · Guangqi Jiang · Furong Huang · Huazhe Xu
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7210
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning
In Poster Session 1 West
Jonathan Cook · Chris Lu · Edward Hughes · Joel Leibo · Jakob Foerster
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs
In Poster Session 1 West
Xinyi Hu · Jasper Lee · Jimmy Lee · Peter Stuckey
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6110
Near-Optimal Distributed Minimax Optimization under the Second-Order Similarity
In Poster Session 1 West
Qihao Zhou · Haishan Ye · Luo Luo
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5503
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context
In Poster Session 1 West
Jingru (Jessica) Jia · Zehua Yuan · Junhao Pan · Paul McNamara · Deming Chen
[ Slides]  [ Poster]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5709
Distributed Least Squares in Small Space via Sketching and Bias Reduction
In Poster Session 1 West
Sachin Garg · Kevin Tan · Michal Derezinski
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
Stochastic contextual bandits with graph feedback: from independence number to MAS number
In Poster Session 1 West
Yuxiao Wen · Yanjun Han · Zhengyuan Zhou
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6601
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
In Poster Session 1 West
Ye Tian · Baolin Peng · Linfeng Song · Lifeng Jin · Dian Yu · Lei Han · Haitao Mi · Dong Yu
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
Measuring Dejavu Memorization Efficiently
In Poster Session 1 West
Narine Kokhlikyan · Bargav Jayaraman · Florian Bordes · Chuan Guo · Kamalika Chaudhuri
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7308
Iterative Methods via Locally Evolving Set Process
In Poster Session 1 West
Baojian Zhou · Yifan Sun · Reza Babanezhad Harikandeh · Xingzhi Guo · Deqing Yang · Yanghua Xiao
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7307
Simplified and Generalized Masked Diffusion for Discrete Data
In Poster Session 1 West
Jiaxin Shi · Kehang Han · Zhe Wang · Arnaud Doucet · Michalis Titsias
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5006
Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models
In Poster Session 1 West
Sujai Hiremath · Jacqueline Maasch · Mengxiao Gao · Promit Ghosal · Kyra Gan
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6502
Measuring Mutual Policy Divergence for Multi-Agent Sequential Exploration
In Poster Session 1 West
Haowen Dou · Lujuan Dang · Zhirong Luan · Badong Chen
[ Poster]  [ OpenReview] 
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6000
Learning diffusion at lightspeed
In Poster Session 1 West
Antonio Terpin · Nicolas Lanzetti · Martín Gadea · Florian Dorfler
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6704
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning
In Poster Session 1 West
Yijun Dong · Viet Hoang Phan · Xiang Pan · Qi Lei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5704
Information-theoretic Generalization Analysis for Expected Calibration Error
In Poster Session 1 West
Futoshi Futami · Masahiro Fujisawa
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
OxonFair: A Flexible Toolkit for Algorithmic Fairness
In Poster Session 1 West
Eoin Delaney · Zihao Fu · Sandra Wachter · Brent Mittelstadt · Chris Russell
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5705
Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis
In Poster Session 1 West
Hongru Yang · Bhavya Kailkhura · Zhangyang "Atlas" Wang · Yingbin Liang
[ Poster]  [ OpenReview] 
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6410
Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity
In Poster Session 1 West
Philip Amortila · Dylan J Foster · Nan Jiang · Akshay Krishnamurthy · Zak Mhammedi
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5804
OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries
In Poster Session 1 West
Yuhang Lu · Xinge ZHU · Tai WANG · Yuexin Ma
[ Slides]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7207
Wings: Learning Multimodal LLMs without Text-only Forgetting
In Poster Session 1 West
Yi-Kai Zhang · Shiyin Lu · Yang Li · YanQing Ma · Qingguo Chen · Zhao Xu · Weihua Luo · Kaifu Zhang · De-Chuan Zhan · Han-Jia Ye
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5710
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory
In Poster Session 1 West
Guhan Chen · Yicheng Li · Qian Lin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6201
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
In Poster Session 1 West
Taeyoung Yun · Sujin Yun · Jaewoo Lee · Jinkyoo Park
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7203
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
In Poster Session 1 West
Rulin Shao · Jacqueline He · Akari Asai · Weijia Shi · Tim Dettmers · Sewon Min · Luke Zettlemoyer · Pang Wei Koh
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7100
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks
In Poster Session 1 West
Jiaxing Zhang · Zhuomin Chen · hao mei · Longchao Da · Dongsheng Luo · Hua Wei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5608
Active Learning of General Halfspaces: Label Queries vs Membership Queries
In Poster Session 1 West
Ilias Diakonikolas · Daniel Kane · Mingchen Ma
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models
In Poster Session 1 West
Kunjal Panchal · Nisarg Parikh · Sunav Choudhary · Lijun Zhang · Yuriy Brun · Hui Guan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6011
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead
In Poster Session 1 West
Minsu Kim · Walid Saad · Merouane DEBBAH · Choong Hong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6708
Partially Observable Cost-Aware Active-Learning with Large Language Models
In Poster Session 1 West
Nicolás Astorga · Tennison Liu · Nabeel Seedat · Mihaela van der Schaar
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6404
Mitigating Partial Observability in Decision Processes via the Lambda Discrepancy
In Poster Session 1 West
Cameron Allen · Aaron Kirtland · Ruo Yu Tao · Sam Lobel · Daniel Scott · Nicholas Petrocelli · Omer Gottesman · Ronald Parr · Michael Littman · George Konidaris
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5605
Statistical-Computational Trade-offs for Density Estimation
In Poster Session 1 West
Anders Aamand · Alexandr Andoni · Justin Chen · Piotr Indyk · Shyam Narayanan · Sandeep Silwal · Haike Xu
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7106
Sharpness-Aware Minimization Activates the Interactive Teaching's Understanding and Optimization
In Poster Session 1 West
Mingwei Xu · Xiaofeng Cao · Ivor Tsang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5610
Efficient Graph Matching for Correlated Stochastic Block Models
In Poster Session 1 West
Shuwen Chai · Miklos Z. Racz
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6106
Learning to Handle Complex Constraints for Vehicle Routing Problems
In Poster Session 1 West
Jieyi Bi · Yining Ma · Jianan Zhou · Wen Song · Zhiguang Cao · Yaoxin Wu · Jie Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7107
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning
In Poster Session 1 West
Shentong Mo · Peter Tong
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6604
The Importance of Online Data: Understanding Preference Fine-tuning via Coverage
In Poster Session 1 West
Yuda Song · Gokul Swamy · Aarti Singh · J. Bagnell · Wen Sun
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7110
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
In Poster Session 1 West
Weiyu Guo · Ying Sun · Yijie Xu · Ziyue Qiao · Yongkui Yang · Hui Xiong
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5507
Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning
In Poster Session 1 West
Mengmeng Chen · Xiaohu Wu · Xiaoli Tang · Tiantian He · Yew Soon Ong · QIQI LIU · Qicheng Lao · Han Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5203
Mitigating Object Hallucination via Concentric Causal Attention
In Poster Session 1 West
Yun Xing · Yiheng Li · Ivan Laptev · Shijian Lu
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6804
Policy Optimization for Robust Average Reward MDPs
In Poster Session 1 West
Zhongchang Sun · Sihong He · Fei Miao · Shaofeng Zou
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6302
Distributional Preference Alignment of LLMs via Optimal Transport
In Poster Session 1 West
Igor Melnyk · Youssef Mroueh · Brian Belgodere · Mattia Rigotti · Apoorva Nitsure · Mikhail Yurochkin · Kristjan Greenewald · Jiri Navratil · Jarret Ross
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5702
Improved Analysis for Bandit Learning in Matching Markets
In Poster Session 1 West
Fang Kong · Zilong Wang · Shuai Li
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5910
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning
In Poster Session 1 West
HUIPING ZHUANG · Yuchen Liu · Run He · Kai Tong · Ziqian Zeng · Cen Chen · Yi Wang · Lap-Pui Chau
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6405
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
In Poster Session 1 West
Qi Lv · Xiang Deng · Gongwei Chen · MICHAEL YU WANG · Liqiang Nie
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6010
LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing
In Poster Session 1 West
Xiaonan Nie · Liu Qibin · Fangcheng Fu · Shenhan Zhu · Xupeng Miao · Xiaoyang Li · Yang Zhang · Shouda Liu · Bin CUI
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6609
Regularized Conditional Diffusion Model for Multi-Task Preference Alignment
In Poster Session 1 West
Xudong Yu · Chenjia Bai · Haoran He · Changhong Wang · Xuelong Li
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7104
SpeechAlign: Aligning Speech Generation to Human Preferences
In Poster Session 1 West
Dong Zhang · Zhaowei Li · Shimin Li · Xin Zhang · Pengyu Wang · Yaqian Zhou · Xipeng Qiu
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6002
Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem
In Poster Session 1 West
Huaqing Zhang · Lesi Chen · Jing Xu · Jingzhao Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7009
TAPTRv2: Attention-based Position Update Improves Tracking Any Point
In Poster Session 1 West
Hongyang Li · Hao Zhang · Shilong Liu · Zhaoyang Zeng · Feng Li · Bohan Li · Tianhe Ren · Lei Zhang
[ Poster]  [ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5803
On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice
In Poster Session 1 West
Shinji Ito
[ OpenReview] 
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6800
Online Bayesian Persuasion Without a Clue
In Poster Session 1 West
Francesco Bacchiocchi · Matteo Bollini · Matteo Castiglioni · Alberto Marchesi · Nicola Gatti
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Mutli-Armed Bandits with Network Interference
In Poster Session 1 West
Abhineet Agarwal · Anish Agarwal · Lorenzo Masoero · Justin Whitehouse
[ OpenReview] 
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6906
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures
In Poster Session 1 West
Xin Chen · Anderson Ye Zhang
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6900
CoFie: Learning Compact Neural Surface Representations with Coordinate Fields
In Poster Session 1 West
Hanwen Jiang · Haitao Yang · Georgios Pavlakos · Qixing Huang
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6109
pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
In Poster Session 1 West
Jiaqi Wang · Qi Li · Lingjuan Lyu · Fenglong Ma
[ OpenReview] 
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5700
Efficiency for Free: Ideal Data Are Transportable Representations
In Poster Session 1 West
PENG SUN · Yi Jiang · Tao Lin
[ OpenReview]