I am currently a Ph.D. student at Sun Yat-sen University, specializing in Humanoid Learning and Video Understanding.

My research interests focus on humanoid learning, action recognition, and temporal video understanding. I am interested in building robust embodied and video understanding systems and aim to make meaningful contributions through sustained research.

Before starting my Ph.D., I was an undergraduate student at South China University of Technology studying Network Engineering. During my undergraduate studies, I was actively involved in algorithm competitions and research internships, gaining experience in computer vision and machine learning.

Feel free to reach out for research collaborations or academic discussions!

  • :robot: Humanoid Learning
  • :handshake: Human-Robot Interaction
  • :clapper: Video Understanding
  • :compass: Spatial Intelligence

News All news →

Oct 31, 2026 :tada: I was selected for the 2026 CAST Young Science and Technology Talent Cultivation Program (Doctoral Student Special Plan), supported by the China Society of Image and Graphics (CSIG). Announcement.
Oct 2, 2026 Our paper TACD is on arXiv, with a project page, code and model.
Jul 24, 2026 Our paper ChoreoPlan was accepted to ACM MM 2026.
Feb 20, 2026 Our paper Beyond Mimicry was accepted to CVPR 2026.
Jun 25, 2025 Our paper Less Static, More Private was accepted to ICCV 2025.

Selected Publications All publications →

  1. TACD: Distilling Efficient Text-to-Motion Models via Terminal Amplification Control
    TACD: Distilling Efficient Text-to-Motion Models via Terminal Amplification Control
    arXiv 2026
    Wei-Jin Huang, Yuan-Ming Li, Kun-Yu Lin, Wang Luo, Yinlin Zhu, Yue Yu, Shenghao Ye, Junbin Yuan, Fa-Ting Hong, Qing Zhang, and Wei-Shi Zheng
    arXiv preprint arXiv:2610.02867, 2026
  2. ChoreoPlan: Hybrid Phrase Planning and Execution-Grounded Selection for Music-to-Humanoid Dance
    ChoreoPlan: Hybrid Phrase Planning and Execution-Grounded Selection for Music-to-Humanoid Dance
    ACM MM 2026
    Wei-Jin Huang, Jianhong Fan, Hao Huang, Zhi-Wei Xia, Jun-Yi Deng, Yuan-Ming Li, Kun-Yu Lin, and Wei-Shi Zheng
    In Proceedings of the ACM International Conference on Multimedia, 2026
  3. Beyond Mimicry: Learning Whole-Body Human-Humanoid Interaction from Human-Human Demonstrations
    Beyond Mimicry: Learning Whole-Body Human-Humanoid Interaction from Human-Human Demonstrations
    CVPR 2026
    Wei-Jin Huang, Yue-Yi Zhang, Yi-Lin Wei, Zhi-Wei Xia, Juantao Tan, Yuan-Ming Li, Zhilin Zhao, and Wei-Shi Zheng
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2026
  4. Less Static, More Private: Towards Transferable Privacy-Preserving Action Recognition by Generative Decoupled Learning
    Less Static, More Private: Towards Transferable Privacy-Preserving Action Recognition by Generative Decoupled Learning
    ICCV 2025
    Zhi-Wei Xia, Kun-Yu Lin, Yuan-Ming Li, Wei-Jin Huang, Xian-Tuo Tan, and Wei-Shi Zheng
    In Proceedings of the IEEE/CVF International Conference on Computer Vision, Oct 2025
  5. Modeling Multiple Normal Action Representations for Error Detection in Procedural Tasks
    Modeling Multiple Normal Action Representations for Error Detection in Procedural Tasks
    CVPR 2025
    Wei-Jin Huang, Yuan-Ming Li, Zhi-Wei Xia, Yu-Ming Tang, Kun-Yu Lin, Jian-Fang Hu, and Wei-Shi Zheng
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2025
  6. EgoExo-Fitness: Towards Egocentric and Exocentric Full-Body Action Understanding
    EgoExo-Fitness: Towards Egocentric and Exocentric Full-Body Action Understanding
    ECCV 2024
    Yuan-Ming Li, Wei-Jin Huang(Co-First), An-Lan Wang, Ling-An Zeng, Jing-Ke Meng, and Wei-Shi Zheng
    In European Conference on Computer Vision, Jun 2024

Education

Sun Yat-sen University (SYSU), Guangzhou, China 2024.09 - Present
Ph.D., Computer Science and Technology
South China University of Technology (SCUT), Guangzhou, China 2020.09 - 2024.07
B.E., Network Engineering
Average grade ranking 3/66

Honors and Awards

2026
  • Selected for the CAST Young Science and Technology Talent Cultivation Program — Doctoral Student Special Plan
2024
  • President Scholarship, Sun Yat-sen University (top 5%)
2022
  • Kaggle — H&M Personalized Fashion Recommendations, Silver (85/2952)
  • National Scholarship (1/66)
  • Tencent Scholarship — First Class (1/66)
2021
  • Kaggle — G2Net Gravitational Wave Detection, Silver (57/1219)