ICML - arXivDaily 期刊&会议

2508.18211 2025-08-26 q-bio.BM cs.LG physics.comp-ph

Flexibility-Conditioned Protein Structure Design with Flow Matching

Vsevolod Viliuga, Leif Seute, Nicolas Wolf, Simon Wagner, Arne Elofsson, Jan Stühmer, Frauke Gräter

机构 * Heidelberg Institute for Theoretical Studies, Heidelberg, Germany（海德堡理论研究所）； IWR, Heidelberg University, Heidelberg, Germany（海德堡大学生物医学研究所）； Max Planck Institute for Polymer Research, Mainz, Germany（马克斯·普朗克聚合物研究所）； Biophysics at Stockholm University（斯德哥尔摩大学生物物理学系）； Science for Life Laboratory, Stockholm, Sweden（生命科学实验室）； IAR, Karlsruhe Institute of Technology, Karlsruhe, Germany（卡尔斯鲁厄理工学院）

Comments ICML 2025

2506.21602 2025-08-26 cs.CL cs.AI

BiMark: Unbiased Multilayer Watermarking for Large Language Models

Xiaoyan Feng, He Zhang, Yanjun Zhang, Leo Yu Zhang, Shirui Pan

机构 * Griffith University, Brisbane（格里菲斯大学）； RMIT University, Melbourne（皇家墨尔本理工大学）； University of Technology Sydney, Sydney（悉尼大学）

Comments This paper is accepted by International Conference on Machine Learning (ICML) 2025

2506.11281 2025-08-26 cs.LG cs.SY eess.SY

Constrained Diffusion Models for Synthesizing Representative Power Flow Datasets

Milad Hoseinpour, Vladimir Dvorkin

机构 * Department of Electrical Engineering and Computer Science, University of Michigan（电气工程与计算机科学系，密歇根大学）

Comments This paper is the extended journal version of our paper at ICML 2025 Workshop "DataWorld: Unifying Data Curation Frameworks Across Domains"

2502.01027 2025-08-26 stat.ML cs.LG

Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees

Yannis Montreuil, Axel Carlier, Lai Xing Ng, Wei Tsang Ooi

机构 * School of Computing, National University of Singapore, Singapore（新加坡国立大学计算机学院）； IRIT, Université de Toulouse, CNRS, Toulouse INP, Toulouse, France（图卢兹大学IRIT研究所、法国国家科学研究中心、图卢兹INP）； Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore（新加坡科技研究局信息与通信研究所）

Comments Accepted at the 42nd International Conference on Machine Learning (ICML 2025)

2501.15420 2025-08-26 cs.CV cs.AI cs.LG

Visual Generation Without Guidance

Huayu Chen, Kai Jiang, Kaiwen Zheng, Jianfei Chen, Hang Su, Jun Zhu

机构 * Department of Computer Science \& Technology, Tsinghua University

Comments Accepted to ICML 2025