FedCKD: A Knowledge Distillation Approach to Cross-Client Learning in Federated Learning with Label-Exclusive Datasets

Minh-Chau Le, Hoang-Quynh Le, Duc-Trong Le, Tram Truong Huu. FedCKD: A Knowledge Distillation Approach to Cross-Client Learning in Federated Learning with Label-Exclusive Datasets. In Raymond Chi-Wing Wong, Hanghang Tong, Hua Lu 0001, James T. Kwok, Flora D. Salim, Yuanfeng Song, Man Lung Yiu, editors, Advances in Knowledge Discovery and Data Mining - 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2026, Hong Kong, China, June 9-12, 2026, Proceedings, Part II. Volume 16598 of Lecture Notes in Computer Science, pages 367-379, Springer, 2026. [doi]

Abstract

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