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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

ICML papers

17,065 records sourced from DBLP. Search titles, filter by year, sort by recency.

YearTitleAuthors
2025MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding.Yuxin Zuo, Shang Qu, Yifei Li, Zhang-Ren Chen, Xuekai Zhu, Ermo Hua, Kaiyan Zhang, Ning Ding, Bowen Zhou
2025Beyond Communication Overhead: A Multilevel Monte Carlo Approach for Mitigating Compression Bias in Distributed Learning.Ze'ev Zukerman, Bassel Hamoud, Kfir Yehuda Levy
2025Random Feature Representation Boosting.Nikita Zozoulenko, Thomas Cass, Lukas Gonon
2025HPS: Hard Preference Sampling for Human Preference Alignment.Xiandong Zou, Wanyu Lin, Yuchen Li, Pan Zhou
2025SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and O(T) Complexity.Shihao Zou, Qingfeng Li, Wei Ji, Jingjing Li, Yongkui Yang, Guoqi Li, Chao Dong
2025Analytical Lyapunov Function Discovery: An RL-based Generative Approach.Haohan Zou, Jie Feng, Hao Zhao, Yuanyuan Shi
2025Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion.Tianyuan Zou, Yang Liu, Peng Li, Yufei Xiong, Jianqing Zhang, Jingjing Liu, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang
2025EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM.Zhuofan Zong, Dongzhi Jiang, Bingqi Ma, Guanglu Song, Hao Shao, Dazhong Shen, Yu Liu, Hongsheng Li
2025Novelty Detection in Reinforcement Learning with World Models.Geigh Zollicoffer, Kenneth Eaton, Jonathan C. Balloch, Julia M. Kim, Wei Zhou, Robert Wright, Mark O. Riedl
2025FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training.Philip Zmushko, Aleksandr Beznosikov, Martin Takc, Samuel Horvth
2025Decoupled SGDA for Games with Intermittent Strategy Communication.Ali Zindari, Parham Yazdkhasti, Anton Rodomanov, Tatjana Chavdarova, Sebastian U. Stich
2025PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities.Daniel Zilberg, Ron Levie
2025Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration.Qinglin Zhu, Runcong Zhao, Hanqi Yan, Yulan He, Yudong Chen, Lin Gui
2025Measuring Diversity in Synthetic Datasets.Yuchang Zhu, Huizhe Zhang, Bingzhe Wu, Jintang Li, Zibin Zheng, Peilin Zhao, Liang Chen, Yatao Bian
2025SUICA: Learning Super-high Dimensional Sparse Implicit Neural Representations for Spatial Transcriptomics.Qingtian Zhu, Yumin Zheng, Yuling Sang, Yifan Zhan, Ziyan Zhu, Jun Ding, Yinqiang Zheng
2025AlphaQCM: Alpha Discovery in Finance with Distributional Reinforcement Learning.Zhoufan Zhu, Ke Zhu
2025Best Subset Selection: Optimal Pursuit for Feature Selection and Elimination.Zhihan Zhu, Yanhao Zhang, Yong Xia
2025Enhancing Statistical Validity and Power in Hybrid Controlled Trials: A Randomization Inference Approach with Conformal Selective Borrowing.Ke Zhu, Shu Yang, Xiaofei Wang
2025An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints.Jiahui Zhu, Kihyun Yu, Dabeen Lee, Xin Liu, Honghao Wei
2025Gradient Aligned Regression via Pairwise Losses.Dixian Zhu, Tianbao Yang, Livnat Jerby
2025Efficient LiDAR Reflectance Compression via Scanning Serialization.Jiahao Zhu, Kang You, Dandan Ding, Zhan Ma
2025MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents.Kaijie Zhu, Xianjun Yang, Jindong Wang, Wenbo Guo, William Yang Wang
2025Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models.Congcong Zhu, Xiaoyan Xu, Jiayue Han, Jingrun Chen
2025Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding.Jiajun Zhu, Peihao Wang, Ruisi Cai, Jason D. Lee, Pan Li, Zhangyang Wang
2025SE(3)-Equivariant Diffusion Policy in Spherical Fourier Space.Xupeng Zhu, Fan Wang, Robin Walters, Jane Shi
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