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Hongjie Guo

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Open access 2026

Federated Learning with Consistency Optimization Algorithms under Non-IID Data

This paper proposes Federated Learning with Consistency Optimization Algorithms (FedCO), a novel optimization framework that incorporates a label-skew-aware correction loss and neural feature distribution regularization during local training that significantly improves accuracy and convergence under diverse non-IID set...

Ruiqi Wu, Yehong Li, Hongjie Guo et al. · Computers, Materials & C... · 0 citations