Search Results for author: Xun Cai

Found 2 papers, 0 papers with code

UNIDEAL: Curriculum Knowledge Distillation Federated Learning

no code implementations16 Sep 2023 Yuwen Yang, Chang Liu, Xun Cai, Suizhi Huang, Hongtao Lu, Yue Ding

Federated Learning (FL) has emerged as a promising approach to enable collaborative learning among multiple clients while preserving data privacy.

Federated Learning Knowledge Distillation

Completely Heterogeneous Federated Learning

no code implementations28 Oct 2022 Chang Liu, Yuwen Yang, Xun Cai, Yue Ding, Hongtao Lu

Federated learning (FL) faces three major difficulties: cross-domain, heterogeneous models, and non-i. i. d.

Data-free Knowledge Distillation Federated Learning

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