A federated anti-forgetting representation method based on hybrid model architecture and gradient truncation

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Hui Wang, Jie Sun, Tianyu Wo, Xudong Liu, Suzhen Pei

Published: 2025, Last Modified: 06 Nov 2025Frontiers Comput. Sci. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: This paper formulates the anti-forgetting representation problem under UFCL and proposes FedAFR. The experiments show that FedAFR effectively improves the model’s anti-forgetting performance.