EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition. - Rushuang Zhou; Weishan Ye; Zhiguo Zhang 001; Yanyang Luo; Li Zhang 041; Linling Li; Gan Huang; Yining Dong; Yuan-Ting Zhang; Zhen Liang (CoRR, 2023)

Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition. - Weishan Ye; Zhiguo Zhang 001; Min Zhang 005; Fei Teng 005; Li Zhang 041; Linling Li; Gan Huang; Jianhong Wang; Dong Ni 001; Zhen Liang (CoRR, 2023)

EmoTVR: A Hybrid Model to Estimate Continuous-Time and Continuous-Level Emotion from Electroencephalography. - Xinxu Zhou; Zhen Liang; Weishan Ye; Junqi Xue; Honghai Liu 001; Min Zhang 005; Zhiguo Zhang 001 (ICASSP, 2024)

EEG-SCMM: Soft Contrastive Masked Modeling for Cross-Corpus EEG-Based Emotion Recognition. - Qile Liu; Weishan Ye; Yulu Liu; Zhen Liang (CoRR, 2024)

NSSI-Net: Multi-Concept Generative Adversarial Network for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG Signals in a Semi-Supervised Learning Framework. - Zhen Liang; Weishan Ye; Qile Liu; Li Zhang; Gan Huang; Yongjie Zhou (CoRR, 2024)

Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-Based Emotion Recognition. - Weishan Ye; Z. G. Zhang 001; Fei Teng 005; Min Zhang 005; Jianhong Wang; Dong Ni 001; Fali Li; Peng Xu 001; Zhen Liang (IEEE Trans. Affect. Comput., 2025)

EEGMatch: Learning With Incomplete Labels for Semisupervised EEG-Based Cross-Subject Emotion Recognition. - Rushuang Zhou; Weishan Ye; Zhiguo Zhang 001; Yanyang Luo; Li Zhang 041; Linling Li; Gan Huang; Yining Dong; Yuan-Ting Zhang; Zhen Liang (IEEE Trans. Neural Networks Learn. Syst., 2025)

NSSI-Net: A Multi-Concept GAN for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG in a Semi-Supervised Framework. - Zhen Liang; Weishan Ye; Qile Liu; Li Zhang 041; Gan Huang; Yongjie Zhou (IEEE J. Biomed. Health Informatics, 2025)

Integrating biological and machine intelligence: Attention mechanisms in brain-computer interfaces. - Jiyuan Wang; Weishan Ye; Jialin He; Li Zhang 041; Gan Huang; Zhuliang Yu; Zhen Liang (Inf. Fusion, 2026)