Paper "personalized federated learning" Papers

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FedSPU: Personalized Federated Learning for Resource-Constrained Devices with Stochastic Parameter Update

Ziru Niu, Hai Dong, A. K. Qin

AAAI 2025paperarXiv:2403.11464
5
citations

Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning

Danni Peng, Yuan Wang, Huazhu Fu et al.

AAAI 2025paperarXiv:2501.01653

Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach

Zhiwei Li, Guodong Long, Tianyi Zhou et al.

AAAI 2025paperarXiv:2408.08931
17
citations

Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach

Qingxiang Liu, Sheng Sun, Yuxuan Liang et al.

AAAI 2025paperarXiv:2404.03702
16
citations