FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning. - Yukai Cai; Hang Liu; Xiulin Wang; Hongjin Li; Ziyi Wang; Chuanshuai Yang; Fengyu Cong (CoRR, 2024)

Distributed data-privacy preserving federated learning method for sleep stage classification. - Hongjin Li; Xiaohui Zhao; Hang Liu; Ziyi Wang; Yukai Cai; Chuanshuai Yang; Fengyu Cong (Biomed. Signal Process. Control., 2025)

Point out the mistakes: An HMM-based anomaly detection algorithm for sleep stage classification. - Ziyi Wang; Hang Liu; Yukai Cai; Hongjin Li; Chuanshuai Yang; Xinlei Zhang; Fengyu Cong (Biomed. Signal Process. Control., 2025)