Wei Fulin, Xu Xueyuan, Li Xiuxing, Xia Wu*. BDAN-SPD: A Brain Decoding Adversarial Network guided by Spatio-temporal Pattern Differences for Cross-Subject MI-BCI[J]. IEEE Transactions on Industrial Informatics. 2024, 20(12):14321-14329.
Wei Fulin, Xu Xueyuan, Li Qing, Li Xiuxing, Xia Wu*. BLSAN: A Brain Lateralization-guided Subject Adaptive Network for Motor Imagery Classification [J]. IEEE Signal Processing Lettes, 2024, 31:2630-2634.
Xueyuan Xu, Li Zhuo, Jinxin Lu, Xia Wu*. WSEL: EEG feature selection with weighted self-expression learning for incomplete multi-dimensional emotion recognition[C]. ACM Multimedia, 2024：350 - 359. oral
Xuyun Wen , Qumei Cao, Yunxi Zhao, Xia Wu, Daoqiang Zhang*. D-MHGCN: An End-to-End Individual Behavioral Prediction Model Using Dual Multi-Hop Graph Convolutional Network[J]. IEEE Journal of Biomedical and Health Informatics, 28(10):6130-6140.
Xueyuan Xu, Fulin Wei, Tianyuan Jia, Li Zhuo, Hui Zhang, Xiaoguang Li, Xia Wu*. Embedded EEG Feature Selection for Multi-dimension Emotion Recognition via Local and Global Label Relevance. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32:514-526.
Xiangcun Wang, Jiacai Zhang*, Xia Wu. A feature enhanced EEG compression model using asymmetric encoding-decoding network. Journal of Neural Engineering, 2024, 21(3): 036013.
Qixin Wang, Chaoqiong Fan, Tianyuan Jia, Yuyang Han, Xia Wu*. ND-MRM: Neuronal Diversity Inspired Multisensory Recognition Model[C]//Proceedings of the AAAI Conference on Artificial Intelligence, 2024, 38(14): 15589-15597.
Xiangcun Wang, Ran Shi, Xia Wu, and Jiacai Zhang*. Decoding Human Interaction Type from Inter-brain Synchronization by Using EEG Brain Network. IEEE Journal of Biomedical and Health Informatics, 2024, 28(1):204-215.
Qixin Wang, Chaoqiong Fan, Tianyuan Jia, Yuyang Han, Xia Wu*. ND-MRM: Neuronal Diversity Inspired Multisensory Recognition Model[C]//Proceedings of the AAAI Conference on Artificial Intelligence, 2024, 38(14): 15589-15597.
Ziyu Li, Qing Li, Zhiyuan Zhu, Zhongyi Hu, Xia Wu*. Multi-Scale Spatio-Temporal Fusion with Adaptive Brain Topology Learning for fMRI Based Neural Decoding. IEEE Journal of Biomedical and Health Informatics, 2024, 28(1):262-272.
Shihao Zhang, Wenting Yang, Haonan Mou, Zhaodi Pei, Fangyi Li, Xia Wu*. An Overview of Brain Fingerprint Identification Based on Various Neuroimaging Technologies. IEEE Transactions on Cognitive and Developmental Systems, 2024, 16(1):151-164.
Zhaodi Pei, Fulin Wei, Zhiyuan Zhu, Xia Wu*. Few-Shot Synthetic Online Transfer Learning for Cross-Site Neurological Disease Diagnosis. IEEE Transactions on Computational Social Systems, 2024, 11(2):2201-2209.
Yifan Niu, Kexin Di, Gangyan Zeng, Tao Wei, Yuan Zhang, Xia Wu*. Towards better video services: An EEG-based interpretable model for functional quality of experience evaluation. Displays, 2024, 82:102657
Shihao Zhang, Zhaodi Pei, Haonan Mou, Wenting Yang, Qing Li, Xia Wu*. Visual Explanations of Deep Convolutional Neural Network for EEG Brain Fingerprint. IEEE International Symposium on Biomedical Imaging (ISBI), 2024, pp. 1-5, doi: 10.1109/ISBI56570.2024.10635505.
Haonan Mou, Wenting Yang, Shihao Zhang, Zhaodi Pei, Ziyu Li, Xia Wu*. Hierarchical Window Attention for Motor Imagery EEG Classification. IEEE International Symposium on Biomedical Imaging (ISBI), 2024, pp. 1-5, doi: 10.1109/ISBI56570.2024.10635122.
Tianyuan Jia, Chaoqiong Fan, Qixin Wang, Yuyang Han, Xia Wu*. Brain-Inspired Parallel Inference Learning for Complex Decision-making. 4th International Conference on Pattern Recognition and Artificial Intelligence, Singapore: Springer Nature Singapore, 2024: 409-416.