Extending Knowledge Distillation for Personalized Federation. - Huanhuan Ge (ICIC (LNAI 2), 2024)

PFL-DKD: Modeling decoupled knowledge fusion with distillation for improving personalized federated learning. - Huanhuan Ge; Shiva Raj Pokhrel; Zhenyu Liu; Jinlong Wang; Gang Li 009 (Comput. Networks, 2024)

Data Heterogeneity Challenge in Consumer Electronics: A Federated Learning Solution. - Zhenyu Liu; Yunting Wu; Huanhuan Ge; Jinlong Wang 002; Zhihan Lyu (IEEE Trans. Consumer Electron., 2025)