Learning EEG topographical representation for classification via convolutional neural network. - Meiyan Xu; Junfeng Yao; Zhihong Zhang 001; Rui Li; Baorong Yang; Chunyan Li 002; Jun Li; Junsong Zhang (Pattern Recognit., 2020)

Multi-Rhythm Capsule Network Recognition Structure for Motor Imagery Classification. - Meiyan Xu; Junfeng Yao; Yifeng Zheng; Yaojin Lin (J. Web Eng., 2021)

Multi-label causal feature selection based on neighbourhood mutual information. - Jie Wang; Yaojin Lin; Longzhu Li; Yun-an Wang; Meiyan Xu; Jinkun Chen (Int. J. Mach. Learn. Cybern., 2022)

A Domain Adaptation Deep Learning Network for EEG-Based Motor Imagery Classification. - Jie Jiao; Yijie Pan; Hefan Zhou; Qingqing Chen; Wangliang Zhou; Peipei Gu; Meiyan Xu (ICAI (1), 2023)

A Multi-Scale Spatiotemporal Capsule Network for Epilepsy Seizure Detection. - Wangliang Zhou; Yijie Pan; Hefan Zhou; Qingqing Chen; Jie Jiao; Meiyan Xu; Peipei Gu (ICAI (1), 2023)

A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification. - Jie Jiao; Meiyan Xu; Qingqing Chen; Hefan Zhou; Wangliang Zhou (CoRR, 2023)

Inverse transformation sampling-based attentive cutout for fine-grained visual recognition. - Chen Guo; Yaojin Lin; Meiyan Xu; Mingwen Shao; Junfeng Yao (Vis. Comput., 2023)

EEG Epileptic Seizure Detection Based on Fused Brain Functional Networks. - Pengfei Zhou; Yijie Pan; Xun Zhang; Jibin Shou; Jiayang Guo; Meiyan Xu; Peipei Gu (ICAI (1), 2024)

Transformer-based network with temporal depthwise convolutions for sEMG recognition. - Zefeng Wang; Junfeng Yao; Meiyan Xu; Min Jiang 005; Jinsong Su (Pattern Recognit., 2024)

MSSTDCN: A Multi-Scale Spatiotemporal Deep Convolutional Network Based on Power Spectral Density for Cross-Subject Epileptic Seizure Detection. - Jibin Shou; Jingyuan Wang; Peipei Gu; Meiyan Xu; Jiayang Guo; Duo Chen; Wenhong Li (ICIC (27), 2025)

Exact Fit Attention in Node-Holistic Graph Convolutional Network for Improved EEG-Based Driver Fatigue Detection. - Meiyan Xu; Qingqing Chen; Duo Chen; Yi Ding; Jingyuan Wang; Peipei Gu; Yijie Pan; Deshuang Huang; Xun Zhang; Jiayang Guo (CoRR, 2025)

REI-Net: A Reference Electrode Standardization Interpolation Technique Based 3D CNN for Motor Imagery Classification. - Meiyan Xu; Jie Jiao; Duo Chen; Yi Ding 012; Qingqing Chen; Jipeng Wu; Peipei Gu; Yijie Pan; Xueping Peng; Naian Xiao; Bokai Yang; Qiyuan Li; et al. (IEEE J. Biomed. Health Informatics, 2025)

Acupuncture State Detection at Zusanli (ST-36) Based on Scalp EEG and Transformer. - Wenhao Rao; Meiyan Xu; Haochen Wang; Weicheng Hua; Jiayang Guo; Yongheng Zhang; Haibin Zhu 005; Ziqiu Zhou; Jiawei Xiong; Jianbin Zhang; Yijie Pan; Peipei Gu; et al. (IEEE J. Biomed. Health Informatics, 2025)