University of California, Los Angeles（加州大学洛杉矶分校）

2506.14646 2025-09-23 cs.CL

GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors

Hengyuan Zhang, Xinrong Chen, Yingmin Qiu, Xiao Liang, Ziyue Li, Guanyu Wang, Weiping Li, Tong Mo, Hayden Kwok-Hay So, Ngai Wong

机构 * The University of Hong Kong（香港大学）； Peking University（北京大学）； Beijing University of Posts and Telecommunications（北京邮电大学）； University of California, Los Angeles（加州大学洛杉矶分校）； National Science Library, Chinese Academy of Sciences（中国科学院国家科学图书馆）

Comments Accepted by EMNLP 2025

2505.14615 2025-09-23 cs.AI cs.CL cs.LG cs.LO

SATBench: Benchmarking LLMs' Logical Reasoning via Automated Puzzle Generation from SAT Formulas

Anjiang Wei, Yuheng Wu, Yingjia Wan, Tarun Suresh, Huanmi Tan, Zhanke Zhou, Sanmi Koyejo, Ke Wang, Alex Aiken

机构 * Stanford University（斯坦福大学）； UCLA（加州大学洛杉矶分校）； UIUC（伊利诺伊大学香槟分校）； CMU（卡内基梅隆大学）； Nanjing University（南京大学）

2501.00288 2025-09-23 math.NA cs.LG cs.NA

Solving Partial Differential Equations with Random Feature Models

Chunyang Liao

机构 * University of California, Los Angeles（加州大学洛杉矶分校）

Comments Accepted by Communications in Nonlinear Science and Numerical Simulation

2506.22393 2025-09-23 cs.LG cs.AI

Multi-View Contrastive Learning for Robust Domain Adaptation in Medical Time Series Analysis

YongKyung Oh, Alex Bui

机构 * UCLA（加州大学洛杉矶分校）

Comments Published at the sixth Conference on Health, Inference, and Learning (CHIL 2025), PMLR 287:502-526, 2025. Models & Methods Track - Best Paper Award. https://proceedings.mlr.press/v287/oh25a.html