期刊&会议

IJCAI

International Joint Conference on Artificial Intelligence · 会议 · Artificial Intelligence

2025-10-01 至 2025-10-01 共收录 2 篇

2412.07448 2025-10-01 cs.AI

Efficient Dynamic Ensembling for Multiple LLM Experts

Jinwu Hu, Yufeng Wang, Shuhai Zhang, Kai Zhou, Guohao Chen, Yu Hu, Bin Xiao, Mingkui Tan

机构 * South China University of Technology（华南理工大学）； Pazhou Laboratory（琶洲实验室）； Peng Cheng Laboratory（鹏城实验室）； Hong Kong Polytechnic University（香港理工大学）； Chongqing University of Posts and Telecommunications（重庆邮电大学）； Key Laboratory of Big Data and Intelligent Robot, Ministry of Education（教育部大数据与智能机器人重点实验室）

Comments IJCAI 2025

2405.06312 2025-10-01 cs.LG cs.DC

FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization

Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Pengyang Wang, Li Li, Pengfei Wang, Yuanchun Zhou

机构 * Computer Network Information Center, Chinese Academy of Sciences（中国科学院计算机网络信息中心）； University of Chinese Academy of Sciences（中国科学院大学）； Hangzhou Institute for Advanced Study, UCAS（UCAS杭州先进研究院）； Department of Computer and Information Science, IOTSC, University of Macau（澳门科技大学计算机与信息科学系）； University of Oxford（牛津大学）

Comments Accepted by IJCAI-2024; Add an appendix