International Conference on Machine Learning
ICML
A*
CORE rank
CORE rank (raw)
A*
Acceptance rate
27.5% (2024)
Fields of research
Machine Learning
Papers indexed
17,065
1988–2025
Papers per year
19883,341 peak2025
Most published authors
ICML papers
17,065 records sourced from DBLP. Search titles, filter by year, sort by recency.
| Year | Title | Authors |
|---|---|---|
| 2025 | UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules. | Ziyang Yu, Wenbing Huang, Yang Liu |
| 2025 | An Efficient Private GPT Never Autoregressively Decodes. | Zhengyi Li, Yue Guan, Kang Yang, Yu Feng, Ning Liu, Yu Yu, Jingwen Leng, Minyi Guo |
| 2025 | CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes. | Zelin Xu, Yupu Zhang, Tingsong Xiao, Maitane Olabarrieta Lizaso, Jose Maria Gonzalez Ondina, Zibo Liu, Shigang Chen, Zhe Jiang |
| 2025 | DocKS-RAG: Optimizing Document-Level Relation Extraction through LLM-Enhanced Hybrid Prompt Tuning. | Xiaolong Xu, Yibo Zhou, Haolong Xiang, Xiaoyong Li, Xuyun Zhang, Lianyong Qi, Wanchun Dou |
| 2025 | Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models. | Zehan Wang, Ziang Zhang, Tianyu Pang, Chao Du, Hengshuang Zhao, Zhou Zhao |
| 2025 | On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents. | Jen-tse Huang, Jiaxu Zhou, Tailin Jin, Xuhui Zhou, Zixi Chen, Wenxuan Wang, Youliang Yuan, Michael R. Lyu, Maarten Sap |
| 2025 | BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms. | Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Y. F. Tan, Zhuoran Yang |
| 2025 | Decomposition of Graphic Design with Unified Multimodal Model. | Hui Nie, Zhao Zhang, Yutao Cheng, Maoke Yang, Gonglei Shi, Qingsong Xie, Jie Shao, Xinglong Wu |
| 2025 | MoH: Multi-Head Attention as Mixture-of-Head Attention. | Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan |
| 2025 | A Closer Look at Backdoor Attacks on CLIP. | Shuo He, Zhifang Zhang, Feng Liu, Roy Ka-Wei Lee, Bo An, Lei Feng |
| 2025 | BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning. | Han Zhong, Yutong Yin, Shenao Zhang, Xiaojun Xu, Yuanxin Liu, Yifei Zuo, Zhihan Liu, Boyi Liu, Sirui Zheng, Hongyi Guo, Liwei Wang, Mingyi Hong, Zhaoran Wang |
| 2025 | Not All Tokens Matter All The Time: Dynamic Token Aggregation Towards Efficient Detection Transformers. | Jiacheng Cheng, Xiwen Yao, Xiang Yuan, Junwei Han |
| 2025 | RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models. | Quan Wei, Chung-Yiu Yau, Hoi-To Wai, Yang Zhao, Dongyeop Kang, Youngsuk Park, Mingyi Hong |
| 2025 | GPTAQ: Efficient Finetuning-Free Quantization for Asymmetric Calibration. | Yuhang Li, Ruokai Yin, Donghyun Lee, Shiting Xiao, Priyadarshini Panda |
| 2025 | TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree. | Yu-Yang Qian, Yuan-Ze Xu, Zhen-Yu Zhang, Peng Zhao, Zhi-Hua Zhou |
| 2025 | Think Twice, Act Once: A Co-Evolution Framework of LLM and RL for Large-Scale Decision Making. | Xu Wan, Wenyue Xu, Chao Yang, Mingyang Sun |
| 2025 | Fast and Provable Algorithms for Sparse PCA with Improved Sample Complexity. | Jian-Feng Cai, Zhuozhi Xian, Jiaxi Ying |
| 2025 | Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding. | Jinze Li, Yixing Xu, Haiduo Huang, Xuanwu Yin, Dong Li, Edith C. H. Ngai, Emad Barsoum |
| 2025 | Nonparametric Identification of Latent Concepts. | Yujia Zheng, Shaoan Xie, Kun Zhang |
| 2025 | CoSER: Coordinating LLM-Based Persona Simulation of Established Roles. | Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Shuchang Zhou, Wei Wang, Yanghua Xiao |
| 2025 | Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models. | Xin Zou, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Kening Zheng, Sirui Huang, Junkai Chen, Peijie Jiang, Jia Liu, Chang Tang, Xuming Hu |
| 2025 | SquareχPO: Differentially Private and Robust χ2-Preference Optimization in Offline Direct Alignment. | Xingyu Zhou, Yulian Wu, Wenqian Weng, Francesco Orabona |
| 2025 | An Expressive and Self-Adaptive Dynamical System for Efficient Function Learning. | Chuan Liu, Chunshu Wu, Ruibing Song, Ang Li, Ying Nian Wu, Tong Geng |
| 2025 | A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO. | Xingyu Zhou, Yulian Wu, Francesco Orabona |
| 2025 | Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems. | Maksim Zhdanov, Max Welling, Jan-Willem van de Meent |
3,251–3,275 of 17,065← PreviousNext →
Comparable venues
Other A*/A conferences filed under the same field of research.
- A*ICLRInternational Conference on Learning Representations
- AAISTATSInternational Conference on Artificial Intelligence and Statistics
- A*COLTConference on Learning Theory
- APPSNParallel Problem Solving from Nature
- AECML PKDDEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (PKDD and ECML combined from 2008)
- A*NeurIPSAdvances in Neural Information Processing Systems (was NIPS)