Towards Enhancement of Patients' Engagement: Online Modification of Rehabilitation Training Modes Using Facial Expression and Muscle Fatigue. - Jiaxing Wang 001; Weiqun Wang; Zeng-Guang Hou; Xu Liang; Shixin Ren; Liang Peng (EMBC, 2018)

Dynamics Based Fuzzy Adaptive Impedance Control for Lower Limb Rehabilitation Robot. - Xu Liang; Weiqun Wang; Zengguang Hou; Zihao Xu 004; Shixin Ren; Jiaxing Wang 001; Liang Peng (ICONIP (7), 2018)

Anthropometric Features Based Gait Pattern Prediction Using Random Forest for Patient-Specific Gait Training. - Shixin Ren; Weiqun Wang; Zeng-Guang Hou; Xu Liang; Jiaxing Wang 001; Liang Peng (ICONIP (4), 2018)

Brain Functional Connectivity Analysis and Crucial Channel Selection Using Channel-Wise CNN. - Jiaxing Wang 001; Weiqun Wang; Zeng-Guang Hou; Xu Liang; Shixin Ren; Liang Peng (ICONIP (4), 2018)

Position Based Impedance Control Strategy for a Lower Limb Rehabilitation Robot. - Xu Liang; Weiqun Wang; Zeng-Guang Hou; Shixin Ren; Jiaxing Wang 001; Weiguo Shi; Liang Peng; Tingting Su (EMBC, 2019)

Adaptive Estimation of Human-Robot Interaction Force for Lower Limb Rehabilitation. - Xu Liang; Weiqun Wang; Zengguang Hou; Shixin Ren; Jiaxing Wang 001; Weiguo Shi; Tingting Su (ICONIP (4), 2019)

Neuromuscular Activation Based SEMG-Torque Hybrid Modeling and Optimization for Robot Assisted Neurorehabilitation. - Weiqun Wang; Zeng-Guang Hou; Weiguo Shi; Xu Liang; Shixin Ren; Jiaxing Wang 001; Liang Peng (ICONIP (2), 2019)

BCI and Multimodal Feedback Based Attention Regulation for Lower Limb Rehabilitation. - Jiaxing Wang 001; Weiqun Wang; Zeng-Guang Hou; Weiguo Shi; Xu Liang; Shixin Ren; Liang Peng; Yan-Jie Zhou (IJCNN, 2019)

Fully Automatic Dual-Guidewire Segmentation for Coronary Bifurcation Lesion. - Yan-Jie Zhou; Xiaoliang Xie; Gui-Bin Bian; Zeng-Guang Hou; Yu-Dong Wu; Shi-Qi Liu 004; Xiao-Hu Zhou; Jiaxing Wang 001 (IJCNN, 2019)

Damping Control Based Speed Adjustment Strategy for a Lower Limb Rehabilitation Robot. - Xu Liang; Zeng-Guang Hou; Shixin Ren; Weiguo Shi; Weiqun Wang; Jiaxing Wang 001; Tingting Su (SSCI, 2019)

SEMG and KNN Based Human Motion Intention Recognition for Active and Safe Neurorehabilitation. - Weiguo Shi; Weiqun Wang; Zeng-Guang Hou; Xu Liang; Jiaxing Wang 001; Shixin Ren; Liang Peng (Aust. J. Intell. Inf. Process. Syst., 2019)

Learning Regional Attention Convolutional Neural Network for Motion Intention Recognition Based on EEG Data. - Zhijie Fang; Weiqun Wang; Shixin Ren; Jiaxing Wang 001; Weiguo Shi; Xu Liang; Chen-Chen Fan; Zeng-Guang Hou (IJCAI, 2020)

Engagement Enhancement Based on Human-in-the-Loop Optimization for Neural Rehabilitation. - Jiaxing Wang 001; Weiqun Wang; Shixin Ren; Weiguo Shi; Zeng-Guang Hou (Frontiers Neurorobotics, 2020)

Toward Improving Engagement in Neural Rehabilitation: Attention Enhancement Based on Brain-Computer Interface and Audiovisual Feedback. - Jiaxing Wang 001; Weiqun Wang; Zeng-Guang Hou (IEEE Trans. Cogn. Dev. Syst., 2020)

CNN-LSTM Network Based Prediction of Human Joint Angles Using Multi-Band SEMG and Historical Angles. - Yuze Jiao; Weiqun Wang; Zeng-Guang Hou; Shixin Ren; Jiaxing Wang 001; Weiguo Shi; Zhijie Fang; Xu Liang (IJCNN, 2021)

GPR and SPSO-CG based gait pattern generation for subject-specific training. - Weiqun Wang; Weiguo Shi; Shixin Ren; Zeng-Guang Hou; Xu Liang; Jiaxing Wang 001; Liang Peng (Sci. China Inf. Sci., 2021)

Prediction of Human Voluntary Torques Based on Collaborative Neuromusculoskeletal Modeling and Adaptive Learning. - Weiqun Wang; Weiguo Shi; Zeng-Guang Hou; Badong Chen; Xu Liang; Shixin Ren; Jiaxing Wang 001; Liang Peng (IEEE Trans. Ind. Electron., 2021)

Muscle Synergy Analysis Based on NMF for Lower Limb Motor Function Assessment. - Kexin Xiang; Weiqun Wang; Zeng-Guang Hou; Chutian Zhang; Jiaxing Wang 001; Weiguo Shi; Yuze Jiao; Tianyu Lin (ROBIO, 2022)

Neural Correlates of Single-Task Versus Cognitive-Motor Dual-Task Training. - Jiaxing Wang 001; Weiqun Wang; Shixin Ren; Weiguo Shi; Zeng-Guang Hou (IEEE Trans. Cogn. Dev. Syst., 2022)

Efficient Brain Decoding Based on Adaptive EEG Channel Selection and Transformation. - Jiaxing Wang 001; Lei Shi 018; Weiqun Wang; Zeng-Guang Hou (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

Calibration-Free Transfer Learning for EEG-Based Cross-Subject Motor Imagery Classification. - Yihan Wang; Jiaxing Wang 001; Weiqun Wang; Jianqiang Su; Zeng-Guang Hou (CASE, 2023)

Transformer Based Cross-Subject Mental Workload Classification Using FNIRS for Real-World Application. - Yitao Jing; Weiqun Wang; Jiaxing Wang 001; Yuze Jiao; Kexin Xiang; Tianyu Lin; Weiguo Shi; Zeng-Guang Hou (EMBC, 2023)

Enhanced Motor Imagery Based Brain-Computer Interface via Vibration Stimulation and Robotic Glove for Post-Stroke Rehabilitation. - Jianqiang Su; Jiaxing Wang 001; Weiqun Wang; Yihan Wang; Zeng-Guang Hou (ICONIP (9), 2023)

Enhanced EEG-fNIRS Classification through Concatenated Convolutional Neural Network with Band Analysis. - Chayut Bunterngchit; Jiaxing Wang 001; Thanaphon Chearanai; Zeng-Guang Hou (ROBIO, 2023)

Drivable Space of Rehabilitation Robot for Physical Human-Robot Interaction: Definition and an Expanding Method. - Weiqun Wang; Xu Liang; Shengda Liu; Tianyu Lin; Pu Zhang; Zhen Lv; Jiaxing Wang 001; Zeng-Guang Hou (IEEE Trans. Robotics, 2023)

EEG-Based Focus of Attention Tracking and Regulation During Dual-Task Training for Neural Rehabilitation of Stroke Patients. - Jiaxing Wang 001; Weiqun Wang; Zeng-Guang Hou (IEEE Trans. Biomed. Eng., 2023)

Personalized gait trajectory generation based on anthropometric features using Random Forest. - Shixin Ren; Weiqun Wang; Zeng-Guang Hou; Badong Chen; Xu Liang; Jiaxing Wang 001; Liang Peng (J. Ambient Intell. Humaniz. Comput., 2023)

Online Adaptive Decoding for MI-BCI Based on Stimulation and Feature Optimization and Data Augmentation. - Yuze Jiao; Weiqun Wang; Shengda Liu; Jiaxing Wang 001; Zeng-Guang Hou (IEEE Trans. Instrum. Meas., 2024)

Toward a Fast and Robust MI-BCI: Online Adaptation of Stimulus Paradigm and Classification Model. - Jiaxing Wang 001; Weiqun Wang; Jianqiang Su; Yihan Wang; Zeng-Guang Hou (IEEE Trans. Instrum. Meas., 2024)

TFTL: A Task-Free Transfer Learning Strategy for EEG-Based Cross-Subject and Cross-Dataset Motor Imagery BCI. - Yihan Wang; Jiaxing Wang 001; Weiqun Wang; Jianqiang Su; Chayut Bunterngchit; Zeng-Guang Hou (IEEE Trans. Biomed. Eng., 2025)

Upper Limb Motor Sequence Analysis: From Isolated to Sequential. - Tian-Yu Xiang; Xiao-Hu Zhou; Mei-Jiang Gui; Xiao-Liang Xie; Shiqi Liu 004; Hao Li 077; De-Xing Huang; Jiaxing Wang 001; Yongqiang Tang; Jiamou Liu; Zeng-Guang Hou (IEEE Trans. Ind. Informatics, 2025)