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ICML 2025 Conference Submissions
Enhancing Decision-Making of Large Language Models via Actor-Critic
Heng Dong
,
Kefei Duan
,
Chongjie Zhang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Binary Hypothesis Testing for Softmax Models and Leverage Score Models
Yuzhou Gu
,
Zhao Song
,
Junze Yin
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
ASTPrompter: Weakly Supervised Automated Language Model Red-Teaming to Identify Low-Perplexity Toxic Prompts
Amelia Hardy
,
Houjun Liu
,
Bernard Lange
,
Duncan Eddy
,
Mykel Kochenderfer
23 Jan 2025 (modified: 18 Jun 2025)
Submitted to ICML 2025
Readers:
Everyone
PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification
Hongwei Li
,
Yuheng Tang
,
Shiqi Wang
,
Wenbo Guo
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM
Xiong Wang
,
Yangze Li
,
Chaoyou Fu
,
Yike Zhang
,
Yunhang Shen
,
Lei Xie
,
Ke Li
,
Xing Sun
,
Long MA
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Contextual Linear Bandits with Delay as Payoff
Mengxiao Zhang
,
Yingfei Wang
,
Haipeng Luo
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Dueling Convex Optimization with General Preferences
Aadirupa Saha
,
Tomer Koren
,
Yishay Mansour
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments
Zi-Jian Cheng
,
Ziyi Jia
,
Zhi Zhou
,
Yu-Feng Li
,
Lan-Zhe Guo
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
MCU: An Evaluation Framework for Open-Ended Game Agents
Xinyue Zheng
,
Haowei Lin
,
Kaichen He
,
Zihao Wang
,
QIANG FU
,
Haobo Fu
,
Zilong Zheng
,
Yitao Liang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 spotlightposter
Readers:
Everyone
A Parameter-Free and Near-Optimal Zeroth-Order Algorithm for Stochastic Convex Optimization
Kunjie Ren
,
Luo Luo
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection
Peipeng Yu
,
Jianwei Fei
,
Hui Gao
,
Xuan Feng
,
Zhihua Xia
,
Chip Hong Chang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Decision-aware Training of Spatiotemporal Forecasting Models to Select a Top-K Subset of Sites for Intervention
Kyle Heuton
,
Frederick Muench
,
Shikhar Shrestha
,
Thomas J. Stopka
,
Michael C Hughes
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization
Yang Shen
,
Xiu-Shen Wei
,
Yifan Sun
,
YuXin Song
,
Tao Yuan
,
Jian Jin
,
He-Yang Xu
,
Yazhou Yao
,
Errui Ding
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Directed Graph Grammars for Sequence-based Learning
Michael Sun
,
Orion Foo
,
Gang Liu
,
Wojciech Matusik
,
Jie Chen
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
MATS: An Audio Language Model under Text-only Supervision
Wen Wang
,
RuiBing Hou
,
Hong Chang
,
Shiguang Shan
,
Xilin Chen
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
Binchi Zhang
,
Zaiyi Zheng
,
Zhengzhang Chen
,
Jundong Li
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 spotlightposter
Readers:
Everyone
A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments
Yuchen Wang
,
Hongjue Zhao
,
Haohong Lin
,
Enze Xu
,
Lifang He
,
Huajie Shao
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos
Tianyi Zhang
,
Yu Cao
,
Dianbo Liu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting
Min Chen
,
Guansong Pang
,
Wenjun Wang
,
Cheng Yan
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
The Sharpness Disparity Principle in Transformers for Accelerating Language Model Pre-Training
Jinbo Wang
,
Mingze Wang
,
Zhanpeng Zhou
,
Junchi Yan
,
Weinan E
,
Lei Wu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
Tiansheng Wen
,
Yifei Wang
,
Zequn Zeng
,
Zhong Peng
,
Yudi Su
,
Xinyang Liu
,
Bo Chen
,
Hongwei Liu
,
Stefanie Jegelka
,
Chenyu You
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 oral
Readers:
Everyone
RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression
Payman Behnam
,
Yaosheng Fu
,
Ritchie Zhao
,
Po-An Tsai
,
Zhiding Yu
,
Alexey Tumanov
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability
Jiachen Hu
,
Rui Ai
,
Han Zhong
,
Xiaoyu Chen
,
Liwei Wang
,
Zhaoran Wang
,
Zhuoran Yang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
BCE vs. CE in Deep Feature Learning
Qiufu Li
,
Huibin Xiao
,
Linlin Shen
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Counterfactual Graphical Models: Constraints and Inference
Juan D. Correa
,
Elias Bareinboim
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 spotlightposter
Readers:
Everyone
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