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)