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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 Modeling	Zhihan Guo; Yifei Zhang; Zhuo Zhang; Zenglin Xu; Irwin King	2025
ZooPFL: Exploring Black-Box Foundation Models for Personalized Federated Learning	Wang Lu; Hao Yu; Jindong Wang; Damien Teney; Haohan Wang; Yao Zhu; Yiqiang Chen; Qiang Yang; Xing Xie; Xiangyang Ji	2025
Supercharging Federated Learning with Flower and NVIDIA FLARE	Holger 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 Feng	2025
Federated Knowledge Transfer Fine-Tuning Large Server Model with Resource-Constrained IoT Clients	Shaoyuan Chen; Linlin You; Rui Liu; Shuo Yu; Ahmed M. Abdelmoniem	2025
Federated Incomplete Multi-view Clustering with Heterogeneous Graph Neural Networks	Xueming Yan; Ziqi Wang; Yaochu Jin	2025
Benchmarking Data Heterogeneity Evaluation Approaches for Personalized Federated Learning	Zhilong Li; Xiaohu Wu; Xiaoli Tang; Tiantian He; Yew-Soon Ong; Mengmeng Chen; Qiqi Liu; Qicheng Lao; Han Yu	2025
Heterogeneous Federated Learning with Convolutional and Spiking Neural Networks	Yingchao Yu; Yuping Yan; Jisong Cai; Yaochu Jin	2025
Synthetic Data Aided Federated Learning Using Foundation Models	Fatima Z. Abacha; Sin G. Teo; Lucas C. Cordeiro; Mustafa A. Mustafa	2025
Leveraging Unstructured Text Data for Federated Instruction Tuning of Large Language Models	Rui Ye; Rui Ge; Fengting Yuchi; Jingyi Chai; Yanfeng Wang; Siheng Chen	2025
FedLegal: A Real-World Federated Learning Benchmark for Legal Natural Language Processing	Zhuo Zhang; Xiangjing Hu; Jingyuan Zhang; Yating Zhang; Hui Wang; Lizhen Qu; Zenglin Xu	2025
Lightweight Unsupervised Federated Learning with Pretrained Vision Language Model	Hao Yan; Yuhong Guo	2025
Enhancing Causal Discovery in Federated Settings with Limited Local Samples	Xianjie Guo; Liping Yi; Xiaohu Wu; Kui Yu; Gang Wang	2025