Dehao Huang (黄德豪)

Dehao Huang (黄德豪)

Robotic manipulation & grasping; RL for Vision-Language-Action (VLA) models.

About me

I am Dehao Huang (黄德豪), a Ph.D. candidate at Southern University of Science and Technology (SUSTech), in a joint Ph.D. program with Zhongguancun Academy (ZGCA). I am with the Robotics and Computer Vision Lab (RCVLab) at SUSTech, advised by Prof. Hong Zhang (SUSTech) and Prof. Yue Wang (ZGCA).

My research focuses on robotic manipulation and grasping. Currently, I am working on reinforcement learning (RL) for Vision-Language-Action (VLA) models, aiming to enable VLA models to interact autonomously with environments and achieve strong performance in both single-task and multi-task settings.

I aim to be an engineering-oriented researcher, dedicated to applying frontier technologies to solve practical problems.

Feel free to reach out if you are interested in collaboration or have any questions.

Contact

Education

  • Ph.D. Candidate in Robotics and Smart Manufacturing, Zhongguancun Academy & SUSTech Advisors: Prof. Hong Zhang, Prof. Yue Wang
  • M.S. in Electronic Science and Technology, SUSTech (2022–2024)
    Advisor: Prof. Hong Zhang
  • B.E. in Information Engineering, South China Normal University (2018–2022)

Experience

  • Algorithm Intern, SenseTime (Yuan Luobo Robotics), 2024
    Contributed to algorithm development and deployment for self-developed mobile manipulation robots.

Selected Awards

  • 1st Academic Research Star of Zhongguancun Academy (2026)
  • RoboMaster National Second Prize (2020)
  • American ICM / MCM Meritorious Winner (2021)
  • National Undergraduate Smart Car Competition Third Prize (2020)