SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous
Federated Learning Framework

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SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework

20 September 2024

Zhe Chen

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Papers citing "SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework"

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Title
Rethinking Membership Inference Attacks Against Transfer Learning Yanwei Yue Jing Chen Qianru Fang Kun He Ziming Zhao Hao Ren Guowen Xu Yang Liu Yang Xiang 117 34 0 20 Jan 2025
IFViT: Interpretable Fixed-Length Representation for Fingerprint Matching via Vision Transformer Yuhang Qiu Honghui Chen Xingbo Dong Zheng Lin Iman Yi Liao Massimo Tistarelli Zhe Jin 72 26 0 12 Apr 2024
FedAC: An Adaptive Clustered Federated Learning Framework for Heterogeneous Data Yuxin Zhang Haoyu Chen Zheng Lin Zhe Chen Jin Zhao FedML 80 21 0 25 Mar 2024
AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks Zhengyi Lin Guanqiao Qu Wei Wei Xianhao Chen Kin K. Leung 100 51 0 19 Mar 2024
Collaborative Perception for Connected and Autonomous Driving: Challenges, Possible Solutions and Opportunities Senkang Hu Zhengru Fang Yiqin Deng Xianhao Chen Yuguang Fang 101 29 0 03 Jan 2024
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 332 873 0 01 Mar 2021
HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients Enmao Diao Jie Ding Vahid Tarokh FedML 98 559 0 03 Oct 2020
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 285 8,920 0 25 Aug 2017
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 408 17,593 0 17 Feb 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014