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FedSTEP: Asynchronous and Staleness-Aware Personalization for Efficient Federated Learning

Gang Yan, Jian Li, Wan Du. FedSTEP: Asynchronous and Staleness-Aware Personalization for Efficient Federated Learning. In Meeyoung Cha, Chanyoung Park 0001, Noseong Park, Carl Yang 0001, Senjuti Basu Roy, Jessie Li, Jaap Kamps, Kijung Shin, Bryan Hooi, Lifang He 0001, editors, Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025. pages 3740-3750, ACM, 2025. [doi]

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Gang Yan

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Jian Li

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Wan Du

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