Publications

Ziyu Jia, Xiyang Cai, Yihan Hu, Junyu Ji, Zehui Jiao (2021). Delay Propagation Network in Air Transport Systems Based on Refined Nonlinear Granger Causality. Transportmetrica B: Transport Dynamics.

Xiyang Cai, Ziyu Jia, Zehui Jiao (2021). Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging. IEEE Sensors Journal.

Xiyang Cai, Ziyu Jia, Zehui Jiao (2021). Two-Stream Squeeze-and-Excitation Network for Multi-modal Sleep Staging. 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Ziyu Jia, Xiyang Cai, Gaoxing Zheng, Jing Wang, Youfang Lin (2020). SleepPrintNet: A Multivariate Multimodal Neural Network Based on Physiological Time-Series for Automatic Sleep Staging. IEEE Transactions on Artificial Intelligence.

Xiyang Cai, Ziyu Jia, Minfang Tang, Gaoxing Zheng (2020). BrainSleepNet: Learning Multivariate EEG Representation For Automatic Sleep Staging. 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Ziyu Jia, Youfang Lin, Xiyang Cai, Haobin Chen, Haijun Gou, Jing Wang (2020). SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition. Proceedings of the 28th ACM International Conference on Multimedia.