A Federated Learning Framework for Non-Intrusive Load Monitoring. - Haijin Wang; Caomingzhe Si; Junhua Zhao (CoRR, 2021)

Fed-NILM: A Federated Learning-based Non-Intrusive Load Monitoring Method for Privacy-Protection. - Haijin Wang; Caomingzhe Si; Junhua Zhao (CoRR, 2021)

Deep reinforcement learning based home energy management system with devices operational dependencies. - Caomingzhe Si; Yuechuan Tao; Jing Qiu 001; Shuying Lai; Junhua Zhao 001 (Int. J. Mach. Learn. Cybern., 2021)

Robust Co-Modeling for Privacy-Preserving Short-Term Load Forecasting With Incongruent Load Data Distributions. - Caomingzhe Si; Haijin Wang; Lei Chen 063; Junhua Zhao 001; Yong Min; Fei Xu (IEEE Trans. Smart Grid, 2024)