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Topology design and graph embedding for decentralized federated learning

Yubin Duan Xiuqi Li Jie Wu

智能与融合网络（英文）2024，Vol.5Issue(2)：100-115,16.

智能与融合网络（英文）2024，Vol.5Issue(2)：100-115,16.DOI:10.23919/ICN.2024.0008

Topology design and graph embedding for decentralized federated learning

Yubin Duan ¹Xiuqi Li ¹Jie Wu¹

作者信息

1. Department of Computer and Information Sciences,Temple University,Philadelphia,PA 19122,USA
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摘要

关键词

data heterogeneity/decentralized federated learning/graph embedding/network topology

Key words

data heterogeneity/decentralized federated learning/graph embedding/network topology

引用本文复制引用

Yubin Duan,Xiuqi Li,Jie Wu..Topology design and graph embedding for decentralized federated learning[J].智能与融合网络（英文）,2024,5(2):100-115,16.

基金项目

This work was supported in part by the National Science Foundation(NSF)(Nos.SaTC 2310298,CNS 2214940,CPS 2128378,CNS 2107014,CNS 2150152,CNS 1824440,CNS 1828363,and CNS 1757533). （NSF）

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