avatar

Dexing Huang

Ph.D. Student
Institute of Automation, CAS
95 Zhongguancun East Road, Beijing, 100190 huangdexing2022@ia.ac.cn


About Me

I am currently a third-year Ph.D. student at the Medical Robotics Lab, State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, advised by Prof. Zengguang Hou. My research primarily focus on developing an intelligent navigation system for image-guided vascular interventions.

Before that, I received my B.S. degree from the School of Electronic Engineering, Beijing University of Posts and Telecommunications at Jun. 2022.

Research Interests

News

Publications (*: Corresponding author)

  1. IEEE TASE
    2D/3D registration via CNN regression and centroid alignment
    De-Xing Huang, Xiao-Hu Zhou*, Xiao-Liang Xie, Shi-Qi Liu, Zhen-Qiu Feng, Zeng-Guang Hou*, Ning Ma, and Long Yan
    IEEE Transactions on Automation Science and Engineering (TASE), 2024.
    PDF (SCI, JCR: Q1, IF: 5.900)

  2. IEEE SSCI
    CAS-GAN for contrast-free angiography synthesis
    De-Xing Huang, Xiao-Hu Zhou*, Mei-Jiang Gui, Xiao-Liang Xie, Shi-Qi Liu, Shuang-Yi Wang, Hao Li, Tian-Yu Xiang, Zeng-Guang Hou*
    Proceedings of the 2025 IEEE Symposium Series on Computational Intelligence (SSCI), 2025.
    arXiv Poster

  3. IEEE ROBIO
    A novel two-stage framework for 2D/3D registration in neurological interventions
    De-Xing Huang, Xiao-Hu Zhou*, Xiao-Liang Xie, Shi-Qi Liu, Zhen-Qiu Feng, Jian-Long Hao, Zeng-Guang Hou*, Ning Ma, and Long Yan
    Proceedings of the 2022 IEEE International Conference on Robotics and Biomimetics (ROBIO), 2022.
    PDF

  4. IEEE TCYB
    Learning motor cues in brain-muscle modulation
    Tian-Yu Xiang, Xiao-Hu Zhou*, Xiao-Liang Xie, Shi-Qi Liu, Mei-Jiang Gui, Hao Li, De-Xing Huang, Xiu-Ling Liu, and Zeng-Guang Hou*
    IEEE Transactions on Cybernetics (TCYB), 2024.
    PDF (SCI, JCR: Q1, IF:9.400)

  5. IEEE TETCI
    Learning EEG motor characteristics via temporal-spatial representations
    Tian-Yu Xiang, Xiao-Hu Zhou*, Xiao-Liang Xie, Shi-Qi Liu, Hong-Jun Yang, Zhen-Qiu Feng, Mei-Jiang Gui, Hao Li, De-Xing Huang, Xiu-Ling Liu, and Zeng-Guang Hou*
    IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2024.
    PDF (SCI, JCR: Q1, IF:5.300)

  6. IEEE TMRB
    Highly interpretable representation for multi-dimensional tactile perception
    Mei-Jiang Gui, Xiao-Hu Zhou*, Xiao-Liang Xie, Shi-Qi Liu, Zhen-Qiu Feng, Hao Li, Tian-Yu Xiang, De-Xing Huang, Bo-Xian Yao, Yong-Gen Ling, and Zeng-Guang Hou*
    IEEE Transactions on Medical Robotics and Bionics (TMRB), 2024.
    PDF (IF:3.400)

  7. IEEE TMRB
    Model-based offline reinforcement learning for autonomous delivery of guidewire
    Hao Li, Xiao-Hu Zhou*, Xiao-Liang Xie, Shi-Qi Liu, Zhen-Qiu Feng, Mei-Jiang Gui, Tian-Yu Xiang, De-Xing Huang, and Zeng-Guang Hou*
    IEEE Transactions on Medical Robotics and Bionics (TMRB), 2024.
    PDF (IF:3.400)

  8. IEEE RCAR
    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, Zhen-Qiu Feng, Hao Li, Tian-Yu Xiang, De-Xing Huang, Bo-Xian Yao, and Zeng-Guang Hou*
    Proceedings of the 2023 IEEE International Conference on Real-time Computing and Robotics (RCAR), 2023.
    PDF (Best Paper Award)

  9. IEEE IJCNN
    Cross-modal motor representation learning
    Tian-Yu Xiang, Xiao-Hu Zhou*, Xiao-Liang Xie, Shi-Qi Liu, Mei-Jiang Gui, Hao Li, De-Xing Huang, and Zeng-Guang Hou*
    Proceedings of the 2024 International Joint Conference on Neural Networks (IJCNN), 2024.
    PDF

  10. IJCAI
    MICRO: Model-based offline reinforcement learning with a conservative bellman operator
    Xiao-Yin Liu, Xiao-Hu Zhou*, Guotao Li, Hao Li, Mei-Jiang Gui, Tian-Yu Xiang, De-Xing Huang, and Zeng-Guang Hou*
    Proceedings of the 33-rd International Joint Conference on Artificial Intelligence (IJCAI), 2024.
    PDF

  11. ICBIR
    A learning-based acceleration framework for transient hemodynamic simulations
    Qin-Yi Zhang, Xiao-Hu Zhou*, Xiao-Liang Xie, Shi-Qi Liu, Zhen-Qiu Feng, Mei-Jiang Gui, Hao Li, Tian-Yu Xiang, De-Xing Huang, and Zeng-Guang Hou*
    Proceedings of the International Conference on Biomimetic Intelligence and Robots (ICBIR), 2024.
    PDF

  12. ACM MM
    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, Hong-Jun Yang, Zhen-Qiu Feng, Mei-Jiang Gui, Hao Li, De-Xing Huang, and Zeng-Guang Hou*
    Proceedings of the 31st ACM International Conference on Multimedia (ACM MM), 2023.
    PDF

  13. ICONIP
    Effective skill learning on vascular robotic systems: Combining offline and online reinforcement learning
    Li Hao, Xiao-Hu Zhou*, Xiao-Liang Xie, Shi-Qi Liu, Mei-Jiang Gui, Tian-Yu Xiang, De-Xing Huang, and Zeng-Guang Hou*
    Proceedings of the 2023 International Conference on Neural Information Processing (ICONIP), 2023.
    PDF

  14. ICBIR
    MEDIA-Net: Multi-scale feature extraction and depthwise attention network for accurate carotid artery segmentation
    Wen-Tao Wang, Xiao-Hu Zhou*, Xiao-Liang Xie, Shi-Qi Liu, De-Xing Huang, Hao Li, Tian-Yu Xiang and Zeng-Guang Hou*
    Proceedings of the International Conference on Biomimetic Intelligence and Robots (ICBIR), 2023.
    PDF

Awards

Services

Conference Reviewers

Journal Reviewers


Powered by Jekyll and Minimal Light theme.