GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification. - Ziyu Jia; Youfang Lin; Jing Wang 060; Ronghao Zhou; Xiaojun Ning 001; Yuanlai He; Yaoshuai Zhao (IJCAI, 2020)

Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification. - Ziyu Jia; Youfang Lin; Jing Wang 060; Xiaojun Ning 001; Yuanlai He; Ronghao Zhou; Yuhan Zhou; Li-Wei H. Lehman (CoRR, 2021)

A Bayesian Graph Neural Network for EEG Classification - A Win-Win on Performance and Interpretability. - Jing Wang 060; Xiaojun Ning 001; Wangjun Shi; Youfang Lin (ICDE, 2023)

Multi-View Consistency Contrastive Learning With Hard Positives for Sleep Signals. - Jiaoxue Deng; Youfang Lin; Xiyuan Jin; Xiaojun Ning 001; Jing Wang 060 (IEEE Signal Process. Lett., 2023)

Multi-source Selective Graph Domain Adaptation Network for cross-subject EEG emotion recognition. - Jing Wang 060; Xiaojun Ning 001; Wei Xu; Yunze Li; Ziyu Jia; Youfang Lin (Neural Networks, 2024)

MetaEmotionNet: Spatial-Spectral-Temporal-Based Attention 3-D Dense Network With Meta-Learning for EEG Emotion Recognition. - Xiaojun Ning 001; Jing Wang 060; Youfang Lin; Xiyang Cai; Haobin Chen; Haijun Gou; Xiaoli Li 001; Ziyu Jia (IEEE Trans. Instrum. Meas., 2024)

Group-wise relation mining for weakly-supervised fine-grained multimodal emotion recognition. - Xiyuan Jin; Jing Wang 060; Huaiyu Qin; Xiaojun Ning 001; Tianzuo Xin; Youfang Lin (Neural Networks, 2025)

Subject-Adaptation Salient Wave Detection Network for Multimodal Sleep Stage Classification. - Jing Wang 060; Xuehui Wang; Xiaojun Ning 001; Youfang Lin; Huy Phan; Ziyu Jia (IEEE J. Biomed. Health Informatics, 2025)