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Ziyan Hu

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Conference Open access Jun 2026

Drift-Aware Straggler Mitigation for Heterogeneous Split Federated Learning via Proactive Cut-Layer and Asynchronous Server Updates

Results indicate that jointly optimizing cut-layer adaptation and asynchronous aggregation is an effective direction for improving the robustness and efficiency of SFL in heterogeneous environments.

Junqi Zhang, Bingxu Chen, Yihang Tang et al. · 3 citations