EEG-based Depression Detection Using Convolutional Neural Network with Demographic Attention Mechanism. - Xiaowei Zhang 001; Junlei Li; Kechen Hou; Bin Hu 001; Jian Shen 004; Jing Pan (EMBC, 2020)

Fatigue Detection with Spatial-Temporal Fusion Method on Covariance Manifolds of Electroencephalography. - Nan Zhao; Dawei Lu; Kechen Hou; Meifei Chen; Xiangyu Wei; Xiaowei Zhang 001; Bin Hu 001 (Entropy, 2021)

Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine. - Xiaowei Zhang 001; Jinyong Liu; Jian Shen 004; Shaojie Li; Kechen Hou; Bin Hu 001; Jin Gao; Tong Zhang 015; Bin Hu 001 (IEEE Trans. Cybern., 2021)

STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition. - Rui Li; Chao Ren 009; Sipo Zhang; Yikun Yang; Qiqi Zhao; Kechen Hou; Wenjie Yuan; Xiaowei Zhang 001; Bin Hu 001 (Health Inf. Sci. Syst., 2023)

Discriminative Joint Knowledge Transfer With Online Updating Mechanism for EEG-Based Emotion Recognition. - Xiaowei Zhang 001; Zhongyi Zhou; Qiqi Zhao; Kechen Hou; Xiangyu Wei; Sipo Zhang; Yikun Yang; Yanmeng Cui (IEEE Trans. Comput. Soc. Syst., 2024)

Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism. - Kechen Hou; Xiaowei Zhang 001; Yikun Yang; Qiqi Zhao; Wenjie Yuan; Zhongyi Zhou; Sipo Zhang; Chen Li; Jian Shen 004; Bin Hu 001 (IEEE Trans. Cybern., 2024)