Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIs. - Xiaoqing Chen; Ziwei Wang 009; Dongrui Wu (CoRR, 2024)

User-wise Perturbations for User Identity Protection in EEG-Based BCIs. - Xiaoqing Chen; Siyang Li 001; Yunlu Tu; Ziwei Wang 009; Dongrui Wu (CoRR, 2024)

Effective and Efficient Intracortical Brain Signal Decoding with Spiking Neural Networks. - Haotian Fu; Peng Zhang; Song Yang; Herui Zhang; Ziwei Wang 009; Dongrui Wu (CoRR, 2024)

Channel reflection: Knowledge-driven data augmentation for EEG-based brain-computer interfaces. - Ziwei Wang 009; Siyang Li 001; Jingwei Luo; Jiajing Liu; Dongrui Wu (Neural Networks, 2024)

T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs. - Siyang Li 001; Ziwei Wang 009; Hanbin Luo; Lieyun Ding; Dongrui Wu (IEEE Trans. Biomed. Eng., 2024)

Deep Source Semi-Supervised Transfer Learning (DS3TL) for Cross-Subject EEG Classification. - Xue Jiang; Lubin Meng; Ziwei Wang 009; Dongrui Wu (IEEE Trans. Biomed. Eng., 2024)

Time-frequency transform based EEG data augmentation for brain-computer interfaces. - Ziwei Wang 009; Siyang Li 001; Xiaoqing Chen; Dongrui Wu (Knowl. Based Syst., 2025)

MVCNet: Multi-view contrastive network for motor imagery classification. - Ziwei Wang 009; Siyang Li 001; Xiaoqing Chen; Dongrui Wu (Knowl. Based Syst., 2025)

Multi-View Contrastive Network (MVCNet) for Motor Imagery Classification. - Ziwei Wang 009; Siyang Li 001; Xiaoqing Chen; Wei Li; Dongrui Wu (CoRR, 2025)

Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification. - Dingkun Liu; Siyang Li 001; Ziwei Wang 009; Wei Li; Dongrui Wu (CoRR, 2025)

SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding. - Hongbin Wang 009; Zhihong Jia; Yuanzhong Shen; Ziwei Wang 009; Siyang Li 001; Kai Shu; Feng Hu; Dongrui Wu (CoRR, 2025)

DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding. - Ziwei Wang 009; Hongbin Wang 009; Tianwang Jia; Xingyi He; Siyang Li 001; Dongrui Wu (CoRR, 2025)