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 | Oscillation-Reduced MXFP4 Training for Vision Transformers. | Yuxiang Chen, Haocheng Xi, Jun Zhu, Jianfei Chen |
| 2025 | Stable Fair Graph Representation Learning with Lipschitz Constraint. | Qiang Chen, Zhongze Wu, Xiu Su, Xi Lin, Zhe Qu, Shan You, Shuo Yang, Chang Xu |
| 2025 | Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning. | Mengmeng Chen, Xiaohu Wu, Qiqi Liu, Tiantian He, Yew-Soon Ong, Yaochu Jin, Qicheng Lao, Han Yu |
| 2025 | Graph Generative Pre-trained Transformer. | Xiaohui Chen, Yinkai Wang, Jiaxing He, Yuanqi Du, Soha Hassoun, Xiaolin Xu, Liping Liu |
| 2025 | De-mark: Watermark Removal in Large Language Models. | Ruibo Chen, Yihan Wu, Junfeng Guo, Heng Huang |
| 2025 | Learning without Isolation: Pathway Protection for Continual Learning. | Zhikang Chen, Abudukelimu Wuerkaixi, Sen Cui, Haoxuan Li, Ding Li, Jingfeng Zhang, Bo Han, Gang Niu, Houfang Liu, Yi Yang, Sifan Yang, Changshui Zhang, Tianling Ren |
| 2025 | Online Detection of LLM-Generated Texts via Sequential Hypothesis Testing by Betting. | Can Chen, Jun-Kun Wang |
| 2025 | Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development. | Daoyuan Chen, Haibin Wang, Yilun Huang, Ce Ge, Yaliang Li, Bolin Ding, Jingren Zhou |
| 2025 | Causal Logistic Bandits with Counterfactual Fairness Constraints. | Jiajun Chen, Jin Tian, Christopher John Quinn |
| 2025 | Unbiased Evaluation of Large Language Models from a Causal Perspective. | Meilin Chen, Jian Tian, Liang Ma, Di Xie, Weijie Chen, Jiang Zhu |
| 2025 | OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models. | William Chen, Jinchuan Tian, Yifan Peng, Brian Yan, Chao-Han Huck Yang, Shinji Watanabe |
| 2025 | SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator. | Guoxuan Chen, Han Shi, Jiawei Li, Yihang Gao, Xiaozhe Ren, Yimeng Chen, Xin Jiang, Zhenguo Li, Weiyang Liu, Chao Huang |
| 2025 | Conformal Tail Risk Control for Large Language Model Alignment. | Catherine Yu-Chi Chen, Jingyan Shen, Zhun Deng, Lihua Lei |
| 2025 | Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks. | Angelica Chen, Samuel Don Stanton, Frances Ding, Robert G. Alberstein, Andrew Martin Watkins, Richard Bonneau, Vladimir Gligorijevic, Kyunghyun Cho, Nathan C. Frey |
| 2025 | MIPT: Multilevel Informed Prompt Tuning for Robust Molecular Property Prediction. | Yeyun Chen, Jiangming Shi |
| 2025 | VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters. | Mouxiang Chen, Lefei Shen, Zhuo Li, Xiaoyun Joy Wang, Jianling Sun, Chenghao Liu |
| 2025 | Mixture of Hidden-Dimensions: Not All Hidden-States' Dimensions are Needed in Transformer. | Yilong Chen, Junyuan Shang, Zhenyu Zhang, Jiawei Sheng, Tingwen Liu, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang |
| 2025 | DyCodeEval: Dynamic Benchmarking of Reasoning Capabilities in Code Large Language Models Under Data Contamination. | Simin Chen, Pranav Pusarla, Baishakhi Ray |
| 2025 | Multiple-policy Evaluation via Density Estimation. | Yilei Chen, Aldo Pacchiano, Ioannis Paschalidis |
| 2025 | Optimal Survey Design for Private Mean Estimation. | Yu-Wei Chen, Raghu Pasupathy, Jordan Awan |
| 2025 | Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting. | Min Chen, Guansong Pang, Wenjun Wang, Cheng Yan |
| 2025 | Nested Expectations with Kernel Quadrature. | Zonghao Chen, Masha Naslidnyk, Franois-Xavier Briol |
| 2025 | ELEMENTAL: Interactive Learning from Demonstrations and Vision-Language Models for Reward Design in Robotics. | Letian Chen, Nina Marie Moorman, Matthew Craig Gombolay |
| 2025 | C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation. | Guoxin Chen, Minpeng Liao, Peiying Yu, Dingmin Wang, Zile Qiao, Chao Yang, Xin Zhao, Kai Fan |
| 2025 | Retraining-free Merging of Sparse MoE via Hierarchical Clustering. | I-Chun Chen, Hsu-Shen Liu, Wei-Fang Sun, Chen-Hao Chao, Yen-Chang Hsu, Chun-Yi Lee |
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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)