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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
2025Multi-agent Architecture Search via Agentic Supernet.Guibin Zhang, Luyang Niu, Junfeng Fang, Kun Wang, Lei Bai, Xiang Wang
2025Ladder-Residual: Parallelism-Aware Architecture for Accelerating Large Model Inference with Communication Overlapping.Muru Zhang, Mayank Mishra, Zhongzhu Zhou, William Brandon, Jue Wang, Yoon Kim, Jonathan Ragan-Kelley, Shuaiwen Leon Song, Ben Athiwaratkun, Tri Dao
2025SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting.Yitian Zhang, Liheng Ma, Antonios Valkanas, Boris N. Oreshkin, Mark Coates
2025On The Concurrence of Layer-wise Preconditioning Methods and Provable Feature Learning.Thomas T. C. K. Zhang, Behrad Moniri, Ansh Nagwekar, Faraz Rahman, Anton Xue, Hamed Hassani, Nikolai Matni
2025DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation.Yunbei Zhang, Akshay Mehra, Shuaicheng Niu, Jihun Hamm
2025Learning to Steer Learners in Games.Yizhou Zhang, Yian Ma, Eric Mazumdar
2025Multiobjective distribution matching.Xiaoyuan Zhang, Peijie Li, Yingying Yu, Yichi Zhang, Han Zhao, Qingfu Zhang
2025EasyInv: Toward Fast and Better DDIM Inversion.Ziyue Zhang, Mingbao Lin, Shuicheng Yan, Rongrong Ji
2025Rhomboid Tiling for Geometric Graph Deep Learning.Yipeng Zhang, Longlong Li, Kelin Xia
2025MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines.Yaolun Zhang, Xiaogeng Liu, Chaowei Xiao
2025Learning Curves of Stochastic Gradient Descent in Kernel Regression.Haihan Zhang, Weicheng Lin, Yuanshi Liu, Cong Fang
2025Adaptive Self-improvement LLM Agentic System for ML Library Development.Genghan Zhang, Weixin Liang, Olivia Hsu, Kunle Olukotun
2025Online Differentially Private Conformal Prediction for Uncertainty Quantification.Qiangqiang Zhang, Ting Li, Xinwei Feng, Xiaodong Yan, Jinhan Xie
2025Reward-Augmented Data Enhances Direct Preference Alignment of LLMs.Shenao Zhang, Zhihan Liu, Boyi Liu, Yufeng Zhang, Yingxiang Yang, Yongfei Liu, Liyu Chen, Tao Sun, Zhaoran Wang
2025Noise-Guided Predicate Representation Extraction and Diffusion-Enhanced Discretization for Scene Graph Generation.Guoqing Zhang, Shichao Kan, Fanghui Zhang, Wanru Xu, Yue Zhang, Yigang Cen
2025MP-Nav: Enhancing Data Poisoning Attacks against Multimodal Learning.Jingfeng Zhang, Prashanth Krishnamurthy, Naman Patel, Anthony Tzes, Farshad Khorrami
2025Position: Language model developers should report train-test overlap.Andy K. Zhang, Kevin Klyman, Yifan Mai, Yoav Levine, Yian Zhang, Rishi Bommasani, Percy Liang
2025Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization.Peiyan Zhang, Haibo Jin, Leyang Hu, Xinnuo Li, Liying Kang, Man Luo, Yangqiu Song, Haohan Wang
2025Minimalist Concept Erasure in Generative Models.Yang Zhang, Er Jin, Yanfei Dong, Yixuan Wu, Philip Torr, Ashkan Khakzar, Johannes Stegmaier, Kenji Kawaguchi
2025Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning.Chi Zhang, Ziying Jia, George K. Atia, Sihong He, Yue Wang
2025SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization.Jintao Zhang, Haofeng Huang, Pengle Zhang, Jia Wei, Jun Zhu, Jianfei Chen
2025Testing Conditional Mean Independence Using Generative Neural Networks.Yi Zhang, Linjun Huang, Yun Yang, Xiaofeng Shao
2025Differentially Private Analysis for Binary Response Models: Optimality, Estimation, and Inference.Ce Zhang, Yixin Han, Yafei Wang, Xiaodong Yan, Linglong Kong, Ting Li, Bei Jiang
2025L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning.Xiang Zhang, Run He, Chen Jiao, Di Fang, Ming Li, Ziqian Zeng, Cen Chen, Huiping Zhuang
2025KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems.Jusheng Zhang, Zimeng Huang, Yijia Fan, Ningyuan Liu, Mingyan Li, Zhuojie Yang, Jiawei Yao, Jian Wang, Keze Wang
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