Single Camera Based Gait Analysis Method with Scaled and Image Coordinate Key-points. - Tian-Yu Xiang; Xiao-Hu Zhou; Xiao-Liang Xie; Shi-Qi Liu 004; Chen Wang 122; Mei-Jiang Gui; Hao Li 077; Zeng-Guang Hou (RCAR, 2022)

A Novel Two-Stream Model for Human Motor Characteristics Learning. - Tian-Yu Xiang; Xiao-Hu Zhou; Xiao-Liang Xie; Shiqi Liu 004; Hong-Jun Yang; Zhen-Qiu Feng; Jian-Long Hao; Zeng-Guang Hou (ROBIO, 2022)

Design and Experiments of a Novel Halbach-Cylinder-Based Magnetic Skin: A Preliminary Study. - Mei-Jiang Gui; Xiao-Hu Zhou; Xiao-Liang Xie; Shi-Qi Liu 004; Hao Li 077; Tian-Yu Xiang; Jin-Li Wang; Zeng-Guang Hou (IEEE Trans. Instrum. Meas., 2022)

Effective Skill Learning on Vascular Robotic Systems: Combining Offline and Online Reinforcement Learning. - Hao Li 077; Xiao-Hu Zhou; Xiao-Liang Xie; Shi-Qi Liu 004; Mei-Jiang Gui; Tian-Yu Xiang; De-Xing Huang; Zeng-Guang Hou (ICONIP (15), 2023)

A DNN-Based Learning Framework for Continuous Movements Segmentation. - Tian-Yu Xiang; Xiao-Hu Zhou; Xiao-Liang Xie; Shiqi Liu 004; Zhen-Qiu Feng; Mei-Jiang Gui; Hao Li 077; Zeng-Guang Hou (ICONIP (3), 2023)

Learning Shared Semantic Information from Multimodal Bio-signals for Brain-Muscle Modulation Analysis. - Tian-Yu Xiang; Xiao-Hu Zhou; Xiao-Liang Xie; Shi-Qi Liu 004; Hong-Jun Yang; Zhen-Qiu Feng; Mei-Jiang Gui; Hao Li 077; De-Xing Huang; Zeng-Guang Hou (ACM Multimedia, 2023)

Design and Construction of a Spherical Magnet Array for Multi-dimensional Tactile Perception. - Mei-Jiang Gui; Xiao-Hu Zhou; Xiao-Liang Xie; Shi-Qi Liu 004; Zhen-Qiu Feng; Hao Li 077; Tian-Yu Xiang; De-Xing Huang; Bo-Xian Yao; Zeng-Guang Hou (RCAR, 2023)

DOMAIN: MilDly COnservative Model-BAsed OfflINe Reinforcement Learning. - Xiao-Yin Liu; Xiao-Hu Zhou; Xiao-Liang Xie; Shi-Qi Liu 004; Zhen-Qiu Feng; Hao Li 077; Mei-Jiang Gui; Tian-Yu Xiang; De-Xing Huang; Zeng-Guang Hou (CoRR, 2023)

CROP: Conservative Reward for Model-based Offline Policy Optimization. - Hao Li 077; Xiao-Hu Zhou; Xiao-Liang Xie; Shi-Qi Liu 004; Zhen-Qiu Feng; Xiao-Yin Liu; Mei-Jiang Gui; Tian-Yu Xiang; De-Xing Huang; Bo-Xian Yao; Zeng-Guang Hou (CoRR, 2023)

Discrete soft actor-critic with auto-encoder on vascular robotic system. - Hao Li 077; Xiao-Hu Zhou; Xiao-Liang Xie; Shiqi Liu 004; Mei-Jiang Gui; Tian-Yu Xiang; Jin-Li Wang; Zeng-Guang Hou (Robotica, 2023)

MICRO: Model-Based Offline Reinforcement Learning with a Conservative Bellman Operator. - Xiao-Yin Liu; Xiao-Hu Zhou; Guotao Li; Hao Li 077; Mei-Jiang Gui; Tian-Yu Xiang; De-Xing Huang; Zeng-Guang Hou (IJCAI, 2024)

Cross-Modal Motor Representation Learning. - Tian-Yu Xiang; Xiao-Hu Zhou; Xiao-Liang Xie; Shiqi Liu 004; Mei-Jiang Gui; Hao Li 077; De-Xing Huang; Zeng-Guang Hou (IJCNN, 2024)

MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation. - De-Xing Huang; Xiao-Hu Zhou; Xiao-Liang Xie; Shi-Qi Liu 004; Zhen-Qiu Feng; Mei-Jiang Gui; Hao Li 077; Tian-Yu Xiang; Xiu-Ling Liu; Zeng-Guang Hou (CoRR, 2024)

SPIRONet: Spatial-Frequency Learning and Topological Channel Interaction Network for Vessel Segmentation. - De-Xing Huang; Xiao-Hu Zhou; Xiao-Liang Xie; Shiqi Liu 004; Shuang-Yi Wang; Zhen-Qiu Feng; Mei-Jiang Gui; Hao Li 077; Tian-Yu Xiang; Bo-Xian Yao; Zeng-Guang Hou (CoRR, 2024)

CAS-GAN for Contrast-free Angiography Synthesis. - De-Xing Huang; Xiao-Hu Zhou; Mei-Jiang Gui; Xiao-Liang Xie; Shi-Qi Liu 004; Shuang-Yi Wang; Hao Li 077; Tian-Yu Xiang; Zeng-Guang Hou (CoRR, 2024)

Learning Novel Skills from Language-Generated Demonstrations. - Ao-Qun Jin; Tian-Yu Xiang; Xiao-Hu Zhou; Mei-Jiang Gui; Xiao-Liang Xie; Shi-Qi Liu; Shuang-Yi Wang; Yue Cao; Sheng-Bin Duan; Fu-Chao Xie; Zeng-Guang Hou (CoRR, 2024)

Learning Motor Cues in Brain-Muscle Modulation. - Tian-Yu Xiang; Xiao-Hu Zhou; Xiao-Liang Xie; Shi-Qi Liu 004; Mei-Jiang Gui; Hao Li 077; De-Xing Huang; Xiu-Ling Liu; Zeng-Guang Hou (IEEE Trans. Cybern., 2025)

Learning EEG Motor Characteristics via Temporal-Spatial Representations. - Tian-Yu Xiang; Xiao-Hu Zhou; Xiao-Liang Xie; Shiqi Liu 004; Hong-Jun Yang; Zhen-Qiu Feng; Mei-Jiang Gui; Hao Li 077; De-Xing Huang; Xiu-Ling Liu; Zeng-Guang Hou (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

VLA Model-Expert Collaboration for Bi-directional Manipulation Learning. - Tian-Yu Xiang; Ao-Qun Jin; Xiao-Hu Zhou; Mei-Jiang Gui; Xiao-Liang Xie; Shiqi Liu 004; Shuang-Yi Wang; Sheng-Bin Duan; Si-Cheng Wang; Zheng Lei; Zeng-Guang Hou (CoRR, 2025)

Parallels Between VLA Model Post-Training and Human Motor Learning: Progress, Challenges, and Trends. - Tian-Yu Xiang; Ao-Qun Jin; Xiao-Hu Zhou; Mei-Jiang Gui; Xiao-Liang Xie; Shi-Qi Liu; Shuang-Yi Wang; Sheng-Bin Duan; Fu-Chao Xie; Wen-Kai Wang; Si-Cheng Wang; Ling-Yun Li; et al. (CoRR, 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)