ICML

FlexiClip: Locality-Preserving Free-Form Character Animation

Anant Khandelwal

机构 * Search Technology Center India, Microsoft, IDC, Bengaluru, India(Bharat)（印度搜索技术中心、微软、IDC、班加罗尔、印度（巴哈拉特）） 纠错

Comments 13 pages, 4 figures, 7 tables, Accepted in ICML 2025, https://openreview.net/forum?id=xtxCM4XZ82

Journal ref Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada. PMLR 267, 2025

Closed-form Solutions: A New Perspective on Solving Differential Equations

Shu Wei, Yanjie Li, Lina Yu, Weijun Li, Min Wu, Linjun Sun, Jingyi Liu, Hong Qin, Yusong Deng, Jufeng Han, Yan Pang

机构 * AnnLab, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China（安 lab，半导体研究所，中国科学院，北京，中国） ； College of Materials Science and Opto-Electronic Technology, University of Chinese Academy of Sciences, Beijing, China（材料科学与光电技术学院，中国科学院大学，北京，中国） ； School of Integrated Circuits, University of Chinese Academy of Sciences, Beijing, China（集成电路学院，中国科学院大学，北京，中国） ； School of Industry-education Integration, University of Chinese Academy of Sciences, Beijing, China（产教融合学院，中国科学院大学，北京，中国） 纠错

Comments Accepted as a poster at the 42nd International Conference on Machine Learning (ICML 2025), Vancouver, Canada

Pruning Increases Orderedness in Recurrent Computation

Yiding Song

机构 * Harvard College（哈佛学院） 纠错

Comments 8 pages, 11 figures, 2 tables, Workshop on Methods and Opportunities at Small Scale (MOSS), ICML 2025

Solo Connection: A Parameter Efficient Fine-Tuning Technique for Transformers

Harsh Nilesh Pathak, Randy Paffenroth

机构 * Department of Data Science, Worcester Polytechnic Institute, MA, United States（数据科学系，沃斯特理工学院，马萨诸塞州，美国） ； Department of Data Science, Mathematics and Computer Science, Worcester Polytechnic Institute, MA, United States（数据科学系，数学与计算机科学，沃斯特理工学院，马萨诸塞州，美国） ； Department of Data Science, Mathematics（数据科学系，数学） ； Computer Science, Worcester Polytechnic Institute, MA, United States（计算机科学，沃斯特理工学院，马萨诸塞州，美国） 纠错

Journal ref ICML SIM workshop 2025

ProofCompass: Enhancing Specialized Provers with LLM Guidance

Nicolas Wischermann, Claudio Mayrink Verdun, Gabriel Poesia, Francesco Noseda

机构 * Federal University of Rio de Janeiro（里约热内卢联邦大学） ； Harvard John A. Paulson School of Engineering and Applied Sciences（哈佛大学约翰·A·保罗森工程与应用科学学院） ； Stanford University（斯坦福大学） 纠错

Comments 19 pages, 7 figures. Accepted at the 2nd AI for MATH Workshop at the 42nd International Conference on Machine Learning (ICML 2025)

LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models

Dachuan Shi, Yonggan Fu, Xiangchi Yuan, Zhongzhi Yu, Haoran You, Sixu Li, Xin Dong, Jan Kautz, Pavlo Molchanov, Yingyan, Lin

机构 * NVIDIA 纠错

Comments ICML 2025. Code: https://github.com/GATECH-EIC/LaCache

Catalyst: a Novel Regularizer for Structured Pruning with Auxiliary Extension of Parameter Space

Jaeheun Jung, Donghun Lee

Comments ICML 2025 workshop HiLD 2025 (3rd workshop on High-dimensional Learning Dynamics)

DIVER-0 : A Fully Channel Equivariant EEG Foundation Model

Danny Dongyeop Han, Ahhyun Lucy Lee, Taeyang Lee, Yonghyeon Gwon, Sebin Lee, Seongjin Lee, David Keetae Park, Shinjae Yoo, Jiook Cha, Chun Kee Chung

机构 * snu（首尔国立大学） ； bnl（布鲁克海文国家实验室） 纠错

Comments 11 pages, 1 figures, ICML 2025 Workshop on GenBio

Interpretable Reward Modeling with Active Concept Bottlenecks

Sonia Laguna, Katarzyna Kobalczyk, Julia E. Vogt, Mihaela Van der Schaar

机构 * Department of Computer Science, ETH Zurich, Zurich, Switzerland（苏黎世联邦理工学院计算机科学系） ； Department of Applied Mathematics and Theoretical Physics, University of Cambridge, United Kingdom（剑桥大学应用数学与理论物理系） 纠错

Journal ref ICML 2025 Workshop on Programmatic Representations for Agent Learning

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework

Can Polat, Erchin Serpedin, Mustafa Kurban, Hasan Kurban

机构 * Computer Engineering, Texas A\&M University, College Station, TX 77843, USA ； College of Science ； Engineering, Hamad Bin Khalifa University, Doha, Qatar ； Dept. of Electrical \& Computer Engineering, Texas A\&M University at Qatar, Doha, Qatar ； Orthotics, Ankara University, Ankara, Turkey 纠错

Comments Presented at ICML 2025 Workshop on DataWorld

Grokking at the Edge of Linear Separability

Alon Beck, Noam Levi, Yohai Bar-Sinai

机构 * Raymond and Beverly Sackler School of Physics and Astronomy, Tel Aviv University, Tel Aviv 69978, Israel（雷蒙德与贝弗利·萨克勒物理与天文学学院，特拉维夫大学） ； École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland（洛桑联邦理工学院（EPFL），洛桑，瑞士） 纠错

Comments Camera-ready version, ICML 2025

Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems

Taejin Park, Ivan Medennikov, Kunal Dhawan, Weiqing Wang, He Huang, Nithin Rao Koluguri, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg

机构 * nvidia 纠错

Comments Published at ICML 2025

Journal ref Proceedings of the 42nd International Conference on Machine Learning (ICML), 2025

A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization

Bokun Wang, Tianbao Yang

机构 * Department of Computer Science ； Engineering, Texas A\&M University, College Station, TX, USA 纠错

Comments In ICML 2025