TMLR - arXivDaily 期刊&会议

2510.17725 2025-10-21 cs.CL cs.AI cs.LG

AcademicEval: Live Long-Context LLM Benchmark

Haozhen Zhang, Tao Feng, Pengrui Han, Jiaxuan You

机构 * University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）

Comments Accepted by TMLR. Code is available at https://github.com/ulab-uiuc/AcademicEval

2506.22967 2025-10-21 cs.CV cs.LG cs.MM

ActAlign: Zero-Shot Fine-Grained Video Classification via Language-Guided Sequence Alignment

Amir Aghdam, Vincent Tao Hu, Björn Ommer

机构 * Department of Computer Science, Temple University（Temple大学计算机科学系）； Munich Center for Machine Learning（慕尼黑机器学习中心）

Comments Accepted to TMLR 2025 - Project page: https://amir-aghdam.github.io/act-align/

2502.12985 2025-10-21 cs.CV cs.AI

PartSDF: Part-Based Implicit Neural Representation for Composite 3D Shape Parametrization and Optimization

Nicolas Talabot, Olivier Clerc, Arda Cinar Demirtas, Alexis Goujon, Hieu Le, Doruk Oner, Pascal Fua

机构 * EPFL（苏黎世联邦理工学院）； Bilkent University（比尔肯特大学）； University of North Carolina at Charlotte（北卡罗来纳州夏洛特大学）； Neural Concept（神经概念）

Comments Accepted to TMLR (33 pages, 22 figures)

2412.11704 2025-10-21 cs.CL cs.AI

Adapting Chat Language Models Using Only Target Unlabeled Language Data

Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Nikolaos Aletras

机构 * University of Sheffield（谢菲尔德大学）； Hitachi, Ltd.（日立株式会社）； University of Exeter（埃克塞特大学）

Comments Accepted to TMLR

2502.14293 2025-10-21 cs.LG cs.AI cs.SI

Cross-Domain Graph Anomaly Detection via Test-Time Training with Homophily-Guided Self-Supervision

Delaram Pirhayati, Arlei Silva

机构 * Rice University（里士大学）

Comments Accepted at Transactions on Machine Learning Research (TMLR), 2025

Journal ref Pirhayatifard, D. and Silva, A. (2025). Cross-Domain Graph Anomaly Detection via Test-Time Training with Homophily-Guided Self-Supervision. Transactions on Machine Learning Research (TMLR). https://openreview.net/forum?id=sB3LqdOlNb