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Xiaojun Ning
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GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification
Z Jia, Y Lin, J Wang, R Zhou, X Ning, Y He, Y Zhao
Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2020
2452020
Multi-view spatial-temporal graph convolutional networks with domain generalization for sleep stage classification
Z Jia, Y Lin, J Wang, X Ning, Y He, R Zhou, Y Zhou, HL Li-wei
IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 1977-1986, 2021
2032021
MetaEmotionNet: spatial-spectral-temporal based attention 3D dense network with meta-learning for EEG emotion recognition
X Ning, J Wang, Y Lin, X Cai, H Chen, H Gou, X Li, Z Jia
IEEE Transactions on Instrumentation and Measurement, 2023
152023
A Bayesian Graph Neural Network for EEG Classification—A Win-Win on Performance and Interpretability
J Wang, X Ning, W Shi, Y Lin
2023 IEEE 39th International Conference on Data Engineering (ICDE), 2126-2139, 2023
62023
Multi-source Selective Graph Domain Adaptation Network for cross-subject EEG emotion recognition
J Wang, X Ning, W Xu, Y Li, Z Jia, Y Lin
Neural Networks 180, 106742, 2024
22024
Multi-view Consistency Contrastive Learning with Hard Positives for Sleep Signals
J Deng, Y Lin, X Jin, X Ning, J Wang
IEEE Signal Processing Letters, 2023
22023
Subject-Adaptation Salient Wave Detection Network for Multimodal Sleep Stage Classification
J Wang, X Wang, X Ning, Y Lin, H Phan, Z Jia
IEEE Journal of Biomedical and Health Informatics, 2024
12024
Sleep stage classification model by meta transfer learning in few-shot scenarios
W Shi, J Wang, X Ning, Y Lin
Journal of Computer Applications 44 (5), 1445, 2024
2024
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