会议文集


文集名Federated Learning in the Age of Foundation Models - FL 2024 International Workshops
会议名2024 International Workshop on Federated Learning in the Age of Foundation Models , Held in Conjunction with WWW 2024/ICME 2024/IJCAI 2024/NeurIPS 2024
中译名《2024年国际基础模型时代的联合学习讨论会》
会议日期May 14, 2024; July 15, 2024; August 5, 2024; Decem
会议地点Singapore; Niagara Falls, ON, Canada; Jeju Island, South Korea; Vancou
出版年2025
馆藏号356606


题名作者出版年
FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language Tree for Multilingual ModelingZhihan Guo; Yifei Zhang; Zhuo Zhang; Zenglin Xu; Irwin King2025
ZooPFL: Exploring Black-Box Foundation Models for Personalized Federated LearningWang Lu; Hao Yu; Jindong Wang; Damien Teney; Haohan Wang; Yao Zhu; Yiqiang Chen; Qiang Yang; Xing Xie; Xiangyang Ji2025
Supercharging Federated Learning with Flower and NVIDIA FLAREHolger R. Roth; Daniel J. Beutel; Yan Cheng; Javier Fernandez Marques; Heng Pan; Chester Chen; Zhihong Zhang; Yuhong Wen; Sean Yang; Isaac Yang; Yuan-Ting Hsieh; Ziyue Xu; Daguang Xu; Nicholas D. Lane; Andrew Feng2025
Federated Knowledge Transfer Fine-Tuning Large Server Model with Resource-Constrained IoT ClientsShaoyuan Chen; Linlin You; Rui Liu; Shuo Yu; Ahmed M. Abdelmoniem2025
Federated Incomplete Multi-view Clustering with Heterogeneous Graph Neural NetworksXueming Yan; Ziqi Wang; Yaochu Jin2025
Benchmarking Data Heterogeneity Evaluation Approaches for Personalized Federated LearningZhilong Li; Xiaohu Wu; Xiaoli Tang; Tiantian He; Yew-Soon Ong; Mengmeng Chen; Qiqi Liu; Qicheng Lao; Han Yu2025
Heterogeneous Federated Learning with Convolutional and Spiking Neural NetworksYingchao Yu; Yuping Yan; Jisong Cai; Yaochu Jin2025
Synthetic Data Aided Federated Learning Using Foundation ModelsFatima Z. Abacha; Sin G. Teo; Lucas C. Cordeiro; Mustafa A. Mustafa2025
Leveraging Unstructured Text Data for Federated Instruction Tuning of Large Language ModelsRui Ye; Rui Ge; Fengting Yuchi; Jingyi Chai; Yanfeng Wang; Siheng Chen2025
FedLegal: A Real-World Federated Learning Benchmark for Legal Natural Language ProcessingZhuo Zhang; Xiangjing Hu; Jingyuan Zhang; Yating Zhang; Hui Wang; Lizhen Qu; Zenglin Xu2025
Lightweight Unsupervised Federated Learning with Pretrained Vision Language ModelHao Yan; Yuhong Guo2025
Enhancing Causal Discovery in Federated Settings with Limited Local SamplesXianjie Guo; Liping Yi; Xiaohu Wu; Kui Yu; Gang Wang2025



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