2025
Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning
AAAI 2025technical
Personalized federated learning (PFL) studies effective model personalization to address the data heterogeneity issue among clients in traditional federated learning (FL). Existing PFL approaches mainly generate personalized models by relying solely on the clients' latest updated models while ignori…