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An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance


Apr 26, 2023
Xinliang Zhou, Dan Lin, Ziyu Jia, Jiaping Xiao, Chenyu Liu, Liming Zhai, Yang Liu

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Interpretable and Robust AI in EEG Systems: A Survey


Apr 21, 2023
Xinliang Zhou, Chenyu Liu, Liming Zhai, Ziyu Jia, Cuntai Guan, Yang Liu

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


Sep 04, 2021
Ziyu Jia, Youfang Lin, Jing Wang, Xiaojun Ning, Yuanlai He, Ronghao Zhou, Yuhan Zhou, Li-wei H. Lehman

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* Accepted by IEEE Transactions on Neural Systems and Rehabilitation Engineering(TNSRE) 

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HetEmotionNet: Two-Stream Heterogeneous Graph Recurrent Neural Network for Multi-modal Emotion Recognition


Aug 07, 2021
Ziyu Jia, Youfang Lin, Jing Wang, Zhiyang Feng, Xiangheng Xie, Caijie Chen

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* Accepted by ACM MM 2021. The SOLE copyright holder is ACM Multimedia, all rights reserved 

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SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging


May 24, 2021
Ziyu Jia, Youfang Lin, Jing Wang, Xuehui Wang, Peiyi Xie, Yingbin Zhang

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* Accepted by IJCAI 2021. The SOLE copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence), all rights reserved 

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