AAAI Paper "system heterogeneity" Papers

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FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update

Ji Liu, Juncheng Jia, Tianshi Che et al.

AAAI 2024paperarXiv:2312.05770
71
citations

Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity

Yiyue Chen, Haris Vikalo, Chianing Wang

AAAI 2024paperarXiv:2312.13380
13
citations

On the Role of Server Momentum in Federated Learning

Jianhui Sun, Xidong Wu, Heng Huang et al.

AAAI 2024paperarXiv:2312.12670
22
citations