A Multi-Class Automatic Sleep Staging Method Based on Long Short-Term Memory Network Using Single-Lead Electrocardiogram Signals. - Yuhui Wei; Xia Qi; Huaning Wang; Zhian Liu; Gang Wang 005; Xiangguo Yan (IEEE Access, 2019)

Non-Canonical Microstate Becomes Salient in High Density EEG During Propofol-Induced Altered States of Consciousness. - Wen Shi; Yamin Li; Zhian Liu; Jing Li; Qiang Wang; Xiangguo Yan; Gang Wang 005 (Int. J. Neural Syst., 2020)

Monitoring the Depth of Anesthesia Through the Use of Cerebral Hemodynamic Measurements Based on Sample Entropy Algorithm. - Gang Wang 005; Xiangguo Yan; Zhian Liu; Yiming Feng; Jinming Li; Hailong Dong; Dong Wang 050; Jing Li; Nong Yan; Tun Liu (IEEE Trans. Biomed. Eng., 2020)

A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction. - Zhian Liu; Yongwei Nie; Chengjiang Long; Qing Zhang 006; Guiqing Li (ICCV, 2021)

Reliability of EEG microstate analysis at different electrode densities during propofol-induced transitions of brain states. - Kexu Zhang; Wen Shi; Chang Wang; Yamin Li; Zhian Liu; Tun Liu; Jing Li; Xiangguo Yan; Qiang Wang; Zehong Cao; Gang Wang 005 (NeuroImage, 2021)

Effective Brain State Estimation During Propofol-Induced Sedation Using Advanced EEG Microstate Spectral Analysis. - Yamin Li; Wen Shi; Zhian Liu; Jing Li; Qiang Wang; Xiangguo Yan; Zehong Cao; Gang Wang 005 (IEEE J. Biomed. Health Informatics, 2021)

Brain connectivity changes of propofol-induced altered states of consciousness using High-Density EEG Source Estimation. - Zhian Liu; Lichengxi Si; Tianyu Wang; Gang Wang 005 (EMBC, 2022)

Fine-Grained Face Swapping Via Regional GAN Inversion. - Zhian Liu; Maomao Li; Yong Zhang 034; Cairong Wang; Qi Zhang 029; Jue Wang 001; Yongwei Nie (CVPR, 2023)

E4S: Fine-grained Face Swapping via Editing With Regional GAN Inversion. - Maomao Li; Ge Yuan; Cairong Wang; Zhian Liu; Yong Zhang 034; Yongwei Nie; Jue Wang 001; Dong Xu (CoRR, 2023)

Joint Client Selection & Bandwidth Allocation in Federated Learning Based on Long-Term Data-Quality. - Jinghong Tan; Zhian Liu; Zhichen Zhang; Mingxiong Zhao 001 (GLOBECOM (Workshops), 2024)

Classification of Three Anesthesia Stages Based on Near-Infrared Spectroscopy Signals. - Zhian Liu; Lichengxi Si; Shaoxian Shi; Jing Li; Jing Zhu; Won Hee Lee; Sio-Long Lo; Xiangguo Yan; Badong Chen; Feng Fu; Yang Zheng 005; Gang Wang 005 (IEEE J. Biomed. Health Informatics, 2024)

Long-Term Client Selection for Federated Learning With Non-IID Data: A Truthful Auction Approach. - Jinghong Tan; Zhian Liu; Kun Guo 002; Mingxiong Zhao 001 (IEEE Internet Things J., 2025)

Long-Term Client Selection for Federated Learning with Non-IID Data: A Truthful Auction Approach. - Jinghong Tan; Zhian Liu; Kun Guo; Mingxiong Zhao (CoRR, 2025)