I’m currently a junior student studying in Information Science Advanced Class, school of Electronic Information & Communication, HUST. I have a great interest in many aspects in Artificial Intelligence, especially computer vision related tasks.

Now I am a visiting student at VlLab@UCMerced, supervised by Prof. Ming-Hsuan Yang, also working closely with Lu Qi and Xueting Li. Previously, I am very fortunate to be supervised by Prof. Xinggang Wang@HUSTVL, Prof. Meng Tang@mengtang lab, UCMerced.

External collaborations are welcomed, please contact me via email.

Also if you are interested in a chat, please send me an email directly. Always welcome!

• Expected to be seeking for Ph.D. positions in 2025 Fall!

Research Interest

• Artificial Intelligence, Computer Vision, Multi-modality

• data-efficient learning, General visual intelligence

• Generative-related, 3D/4D generation, AIGC

• To be explored…

Always open for interesting topics!

News

• 2024/5/30: Starting my internship at UCMerced and working on 3D/4D tasks. Good luck!

• 2024/3/30: I will join VLLab@UCMerced as a summer intern undergraduate student, supervised by Prof. Ming-Husan Yang. Looking forward to achieve something impressive!

• 2024/2/22: Our work WeakSAM is now available on Arxiv, please check the full paper and refer to our open-sourced codes for more details.

Education

• 2021 Sep. - 2025 Jun.(expected):

  B.E. in Electronic Information Engineering

  Huazhong University of Science & Technology

Research & Working experiences

• 2024 May. - Present.:
  • UCMerced VLLab – Summer Intern
  • The University of California, Merced
  • Supervisor: Ming-Hsuan Yang

• 2022 Oct. - 2024 April.:
  • HUSTVL – Research Intern
  • Huazhong Univeristy of Science & Technology
  • Content:
    • General Visual Intelligence
    • Feature Enginnering
    • Vision-Language
    • Unsupervised Learning
  • Supervisor: Xinggang Wang

• 2023 Dec. - 2024 Mar.:
  • Mengtang Lab – Research Intern
  • The Univerisity of California, Merced
  • Content:
    • Diffusion for perception
    • Efficient Network Structural design
    • Image Post refinement for generative models
  • Supervisor: Meng Tang

Publications

WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition

Lianghui Zhu*, Junwei Zhou*, Yan Liu, Hao Xin, Wenyu Liu, Xinggang Wang

* stands for equal contribution