| 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 IJCAI 2021, 1324-1330, 2020 | 179 | 2020 |
| 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 | 134 | 2021 |
| Sst-emotionnet: Spatial-spectral-temporal based attention 3d dense network for eeg emotion recognition Z Jia, Y Lin, X Cai, H Chen, H Gou, J Wang Proceedings of the 28th ACM international conference on multimedia, 2909-2917, 2020 | 104 | 2020 |
| SalientSleepNet: Multimodal salient wave detection network for sleep staging Z Jia, Y Lin, J Wang, X Wang, P Xie, Y Zhang arXiv preprint arXiv:2105.13864, 2021 | 71 | 2021 |
| Multi-modal physiological signals based squeeze-and-excitation network with domain adversarial learning for sleep staging Z Jia, X Cai, Z Jiao IEEE Sensors Journal 22 (4), 3464-3471, 2022 | 67 | 2022 |
| HetEmotionNet: two-stream heterogeneous graph recurrent neural network for multi-modal emotion recognition Z Jia, Y Lin, J Wang, Z Feng, X Xie, C Chen Proceedings of the 29th ACM International Conference on Multimedia, 1047-1056, 2021 | 60 | 2021 |
| MMCNN: A multi-branch multi-scale convolutional neural network for motor imagery classification Z Jia, Y Lin, J Wang, K Yang, T Liu, X Zhang Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021 | 53 | 2021 |
| SleepPrintNet: A multivariate multimodal neural network based on physiological time-series for automatic sleep staging Z Jia, X Cai, G Zheng, J Wang, Y Lin IEEE Transactions on Artificial Intelligence 1 (3), 248-257, 2020 | 51 | 2020 |
| Hybrid spiking neural network for sleep electroencephalogram signals Z Jia, J Ji, X Zhou, Y Zhou Science China Information Sciences 65 (4), 140403, 2022 | 47 | 2022 |
| Refined nonuniform embedding for coupling detection in multivariate time series Z Jia, Y Lin, Y Liu, Z Jiao, J Wang Physical Review E 101 (6), 062113, 2020 | 38 | 2020 |
| Delay propagation network in air transport systems based on refined nonlinear Granger causality Z Jia, X Cai, Y Hu, J Ji, Z Jiao Transportmetrica B: Transport Dynamics 10 (1), 586-598, 2022 | 31 | 2022 |
| Detecting causality in multivariate time series via non-uniform embedding Z Jia, Y Lin, Z Jiao, Y Ma, J Wang Entropy 21 (12), 1233, 2019 | 27 | 2019 |
| Representation based on ordinal patterns for seizure detection in EEG signals Y Liu, Y Lin, Z Jia, Y Ma, J Wang Computers in Biology and Medicine 126, 104033, 2020 | 18 | 2020 |
| Learning space-time-frequency representation with two-stream attention based 3D network for motor imagery classification Z Li, J Wang, Z Jia, Y Lin 2020 IEEE International Conference on Data Mining (ICDM), 1124-1129, 2020 | 17 | 2020 |
| Brainsleepnet: Learning multivariate eeg representation for automatic sleep staging X Cai, Z Jia, M Tang, G Zheng 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 14 | 2020 |
| Interpretable and robust ai in eeg systems: A survey X Zhou, C Liu, L Zhai, Z Jia, C Guan, Y Liu arXiv preprint arXiv:2304.10755, 2023 | 12 | 2023 |
| Bstt: A bayesian spatial-temporal transformer for sleep staging Y Liu, Z Jia The Eleventh International Conference on Learning Representations, 2022 | 11 | 2022 |
| Exploiting interactivity and heterogeneity for sleep stage classification via heterogeneous graph neural network Z Jia, Y Lin, Y Zhou, X Cai, P Zheng, Q Li, J Wang ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 9 | 2023 |
| Multi-level spatial-temporal adaptation network for motor imagery classification W Xu, J Wang, Z Jia, Z Hong, Y Li, Y Lin ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 7 | 2022 |
| A new dissimilarity measure based on ordinal pattern for analyzing physiological signals Y Liu, Y Lin, Z Jia, J Wang, Y Ma Physica A: Statistical Mechanics and Its Applications 574, 125997, 2021 | 7 | 2021 |
