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ICML 2025 Conference Submissions
A Sharper Global Convergence Analysis for Average Reward Reinforcement Learning via an Actor-Critic Approach
Swetha Ganesh
,
Washim Uddin Mondal
,
Vaneet Aggarwal
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Universal Approximation Theorem of Deep Q-Networks
Qian Qi
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Stability and Generalization Capability of Subgraph Reasoning Models for Inductive Knowledge Graph Completion
Minsung Hwang
,
Jaejun Lee
,
Joyce Jiyoung Whang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Enhancing Ligand Validity and Affinity in Structure-Based Drug Design with Multi-Reward Optimization
Seungbeom Lee
,
Munsun Jo
,
Jungseul Ok
,
Dongwoo Kim
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function
Christopher Subich
,
Syed Zahid Husain
,
Leo Separovic
,
Jing Yang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Robust Offline Reinforcement Learning with Linearly Structured $f$-Divergence Regularization
Cheng Tang
,
Zhishuai Liu
,
Pan Xu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Policy Optimization for CMDPs with Bandit Feedback: Learning Stochastic and Adversarial Constraints
Francesco Emanuele Stradi
,
Anna Lunghi
,
Matteo Castiglioni
,
Alberto Marchesi
,
Nicola Gatti
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning
Le-Trung Nguyen
,
Aël Quélennec
,
Van-Tam Nguyen
,
Enzo Tartaglione
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Transfer Q-Learning with Composite MDP Structures
Jinhang Chai
,
Elynn Chen
,
Lin Yang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Implicit degree bias in the link prediction task
Rachith Aiyappa
,
Xin Wang
,
Munjung Kim
,
Ozgur Can Seckin
,
Yong-Yeol Ahn
,
Sadamori Kojaku
Published: 01 May 2025, Last Modified: 19 Jun 2025
ICML 2025 poster
Readers:
Everyone
Layer-wise Quantization for Quantized Optimistic Dual Averaging
Anh Duc Nguyen
,
Ilia Markov
,
Zhengqing Wu
,
Ali Ramezani-Kebrya
,
Kimon Antonakopoulos
,
Dan Alistarh
,
Volkan Cevher
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Joint Metric Space Embedding by Unbalanced Optimal Transport with Gromov–Wasserstein Marginal Penalization
Florian Beier
,
Moritz Piening
,
Robert Beinert
,
Gabriele Steidl
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Dataflow-Guided Neuro-Symbolic Language Models for Type Inference
Gen Li
,
Yao Wan
,
Hongyu Zhang
,
Zhou Zhao
,
Wenbin Jiang
,
Xuanhua Shi
,
Hai Jin
,
Zheng Wang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Tool Unlearning for Tool-Augmented LLMs
Jiali Cheng
,
Hadi Amiri
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Learning Minimum-Size BDDs: Towards Efficient Exact Algorithms
Christian Komusiewicz
,
Andre Schidler
,
Frank Sommer
,
Manuel Sorge
,
Luca Pascal Staus
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Otter: Generating Tests from Issues to Validate SWE Patches
Toufique Ahmed
,
Jatin Ganhotra
,
Rangeet Pan
,
Avraham Shinnar
,
Saurabh Sinha
,
Martin Hirzel
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Maximizing Intermediate Checkpoint Value in LLM Pretraining with Bayesian Optimization
Deyuan Liu
,
Zecheng Wang
,
Bingning Wang
,
Weipeng Chen
,
Chunshan Li
,
Zhiying Tu
,
Dianhui Chu
,
Dianbo Sui
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Survival Analysis via Density Estimation
Hiroki Yanagisawa
,
Shunta Akiyama
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Equivariant Neural Tangent Kernels
Philipp Misof
,
Pan Kessel
,
Jan E Gerken
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Sorbet: A Neuromorphic Hardware-Compatible Transformer-Based Spiking Language Model
Kaiwen Tang
,
Zhanglu Yan
,
Weng-Fai Wong
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Learning Time-Varying Multi-Region Brain Communications via Scalable Markovian Gaussian Processes
Weihan Li
,
Yule Wang
,
Chengrui Li
,
Anqi Wu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 oral
Readers:
Everyone
Automated Benchmark Generation for Repository-Level Coding Tasks
Konstantinos Vergopoulos
,
Mark Niklas Mueller
,
Martin Vechev
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
GCAL: Adapting Graph Models to Evolving Domain Shifts
Ziyue Qiao
,
Qianyi Cai
,
Hao Dong
,
Jiawei Gu
,
Pengyang Wang
,
Meng Xiao
,
Xiao Luo
,
Hui Xiong
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Unnatural Languages Are Not Bugs but Features for LLMs
Keyu Duan
,
Yiran Zhao
,
Zhili Feng
,
Jinjie Ni
,
Tianyu Pang
,
Qian Liu
,
Tianle Cai
,
Longxu Dou
,
Kenji Kawaguchi
,
Anirudh Goyal
,
J Zico Kolter
,
Michael Qizhe Shieh
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Explaining, Fast and Slow: Abstraction and Refinement of Provable Explanations
Shahaf Bassan
,
Yizhak Yisrael Elboher
,
Tobias Ladner
,
Matthias Althoff
,
Guy Katz
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
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