Ziyu Jia

Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification

Ziyu Jia, Youfang Lin, Jing Wang et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2021 · 239 citations · Full text

Computing, Neuroscience, Computer Vision +16

GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification

Ziyu Jia, Youfang Lin, Jing Wang et al. · 2020 · 221 citations · Full text

Life Sciences, Neuroscience, Computational Neuroscience +16

SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition

Ziyu Jia, Youfang Lin, Xiyang Cai et al. · 2020 · 157 citations

Life Sciences, Neuroscience, Affective Neuroscience +14

SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

Ziyu Jia, Youfang Lin, Jing Wang et al. · 2021 · 103 citations · Full text

Computing, Computer Science, Computer Vision +15

Multi-Modal Physiological Signals Based Squeeze-and-Excitation Network With Domain Adversarial Learning for Sleep Staging

Ziyu Jia, Xiyang Cai, Zehui Jiao · IEEE Sensors Journal · 2022 · 100 citations

Engineering, Bioengineering, Biomedical Engineering +17