EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition. - Zhen Liang; Rushuang Zhou; Li Zhang 041; Linling Li; Gan Huang; Zhiguo Zhang 001; Shin Ishii (CoRR, 2021)

A Novel Transfer Learning Framework with Prototypical Representation based Pairwise Learning for Cross-Subject Cross-Session EEG-Based Emotion Recognition. - Rushuang Zhou; Zhiguo Zhang 001; Xin Yang 009; Hong Fu; Li Zhang 041; Linling Li; Gan Huang; Yining Dong; Fali Li; Zhen Liang (CoRR, 2022)

Cross-individual affective detection using EEG signals with audio-visual embedding. - Zhen Liang; Xihao Zhang; Rushuang Zhou; Li Zhang 041; Linling Li; Gan Huang; Zhiguo Zhang 001 (Neurocomputing, 2022)

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)

A Novel Photo-electro-mechano Sensing Array for the Visualization and Estimation of Tonoarteriogram. - Zijun Liu; Rushuang Zhou; Zhou Jiang; Ni Zhao; Xinge Yu; Yuanting Zhang (EMBC, 2024)

Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection. - Rushuang Zhou; Zijun Liu; Lei A. Clifton; David A. Clifton; Kannie W. Y. Chan; Yuan-Ting Zhang; Yining Dong (CoRR, 2024)

PR-PL: A Novel Prototypical Representation Based Pairwise Learning Framework for Emotion Recognition Using EEG Signals. - Rushuang Zhou; Zhiguo Zhang 001; Hong Fu; Li Zhang 041; Linling Li; Gan Huang; Fali Li; Xin Yang 009; Yining Dong; Yuan-Ting Zhang; Zhen Liang (IEEE Trans. Affect. Comput., 2024)

Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction: A Multi-Dataset Study. - Rushuang Zhou; Lei Lu; Zijun Liu; Ting Xiang; Zhen Liang; David A. Clifton; Yining Dong; Yuan-Ting Zhang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

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)