Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual Decoding. - Yueyang Li; Zijian Kang; Shengyu Gong; Wenhao Dong; Weiming Zeng; Hongjie Yan; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2024)

A Tale of Single-Channel Electroencephalography: Devices, Datasets, Signal Processing, Applications, and Future Directions. - Yueyang Li; Weiming Zeng; Wenhao Dong; Di Han; Lei Chen 007; Hongyu Chen 006; Zijian Kang; Shengyu Gong; Hongjie Yan; Wai Ting Siok; Nizhuan Wang 001 (IEEE Trans. Instrum. Meas., 2025)

Information Bottleneck-Guided Heterogeneous Graph Learning for Interpretable Neurodevelopmental Disorder Diagnosis. - Yueyang Li; Lei Chen 007; Wenhao Dong; Shengyu Gong; Zijian Kang; Boyang Wei; Weiming Zeng; Hongjie Yan; Lingbin Bian; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2025)

Hypergraph Multi-Modal Learning for EEG-based Emotion Recognition in Conversation. - Zijian Kang; Yueyang Li; Shengyu Gong; Weiming Zeng; Hongjie Yan; Lingbin Bian; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2025)

LEREL: Lipschitz Continuity-Constrained Emotion Recognition Ensemble Learning For Electroencephalography. - Shengyu Gong; Yueyang Li; Zijian Kang; Weiming Zeng; Hongjie Yan; Wai Ting Siok; Nizhuan Wang 001 (CoRR, 2025)

FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition. - Yueyang Li; Shengyu Gong; Weiming Zeng; Nizhuan Wang 001; Wai Ting Siok (CoRR, 2025)