Temporal aware Mixed Attention-based Convolution and Transformer Network for cross-subject EEG emotion recognition. - Xiaopeng Si; Dong Huang; Zhen Liang; Yulin Sun; He Huang; Qile Liu; Zhuobin Yang; Dong Ming (Comput. Biol. Medicine, 2024)

Joint Contrastive Learning with Feature Alignment for Cross-Corpus EEG-based Emotion Recognition. - Qile Liu; Zhihao Zhou; Jiyuan Wang; Zhen Liang (CoRR, 2024)

DuA: Dual Attentive Transformer in Long-Term Continuous EEG Emotion Analysis. - Yue Pan; Qile Liu; Qing Liu; Li Zhang 041; Gan Huang; Xin Chen; Fali Li; Peng Xu 001; Zhen Liang (CoRR, 2024)

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

Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis. - Zhihao Zhou; Qile Liu; Jiyuan Wang; 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)

Emotion agent: Unsupervised deep reinforcement learning with distribution-prototype reward for continuous emotional EEG analysis. - Zhihao Zhou; Li Zhang 041; Qile Liu; Gan Huang; Zhuliang Yu; Zhen Liang (Neurocomputing, 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)