Haipeng Zhou (Rydeen, 周海鹏)

"And Still I Rise"--Maya Angelou

VIP Lab,
No.1, Duxue Road,
Guangzhou, China
PhD student

Email: haipengzhou856@gmail.com (prefer)
or          lesslie@stu.xjtu.edu.cn(deprecated)
              hzhou321@connect.hkust-gz.edu.cn(official)

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Biography

Hi there. I'm a 1st 2nd 3rd-year PhD student from HKUST-GZ, supervised by prof. Zhu Lei. Before that, I obtained the B.E degree of Computer Science at 2023 from XJTU supervised by prof. Xue Yao in the Smiles Lab. I also collaborated with prof. Li Ping when I exchanged in PolyU, and was a RA collaborated with prof. Zhou Yuyin.

My research areas are various, from normal scenario and medical images, especially for matting and MLLM.

After great intern time in Huawei@Shanghai, now I'm in OPPO@Shenzhen for research internship focusing on controllable image computing, including high-accuracy matting and generation. I'll be in the job market after ECCV (internship), welcome for contacting me.

News

  • [Long-Term]: Our Lab actively recruits RAs for studying the Medical Image or Low-Level Vision. Welcome to drop email to me or prof. Zhu Lei, especially if you are XJTUer. Remote Intern is welcomed and can be supported by GPUs and salaries. Check the details.
  • [2026/01]: Big congradulations to Sicheng! Our LLM-driven pathological survival prediction work is accepted by TMI.
  • [2025/11]: One work is accepted by AAAI 2026. Great internship experience @Huawei, thx all the guys there!
  • [2025/05]: One work is Provisional Accepted by MICCAI 2025 (Early Accepted). An improved version toward medical journal is on the way. Stay Tuned!
  • [2024/07]: One work is accepted by MM 2024 (Oral). Another co-authored paper holded by Hongqiu is accepted as well. See you in Melbourne.
  • [2024/04]: Release BinarySegBench Codebase specializing on Binary Segmentation [GitHub].

    • Education

             
    Xi'an JiaoTong University (XJTU)
    B.E., Computer Science and Technology

    Period: Aug, 2019 - Jul, 2023
    The Hong Kong Polytechnic University (PolyU)
    B.S., Computing (Exchange Programme)

    Period: Aug, 2021 - Dec, 2021
    The Hong Kong University of Science and Technology (HKUST-GZ)
    PhD Programme

    Period: Aug, 2023 - 2027 (expected)

    First-author Works

    Publications
    Toward Real-World High-Precision Image Matting and Segmentation


    Haipeng Zhou, Zhaohu Xing, Hongqiu Wang, Jun Ma, Ping Li, Lei Zhu
    State: AAAI2026

    (TODO)     (Under review by the company, I'll try my best to reproduce)    
    CoC: Chain-of-Cancer based on Cross-Modal Autoregressive Traction for Survival Prediction


    Haipeng Zhou, Sicheng Yang, Sihan Yang, Jing Qin, Lei Chen, Lei Zhu
    State: MICCAI2025 (Early Accepted)

        Code    
    Timeline and Boundary Guided Diffusion Network for Video Shadow Detection


    Haipeng Zhou, Hongqiu Wang, Tian Ye, Zhaohu Xing, Jun Ma, Ping Li, Qiong Wang, Lei Zhu,
    State: ACM MM2024 (Oral)
            Code     ProjectPage    

    Co-author Works (*: Project Lead)

    - LCM-Net: LLM-driven Cross-Modality MoE Feature Fusion Network for Cancer Survival Analysis
    Sicheng Yang, Haipeng Zhou*, Yijun Yang, Weiming Wang, Shifu Chen, Guang Yang, Huazhu Fu, and Lei Zhu
    State: TMI
    (TODO)
    - HRVVS: A High-resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual Priors
    Xincheng Yao, Yijun Yang, Kangwei Guo, Ruiqiang Xiao, Haipeng Zhou, Haisu Tao, Jian Yang, and Lei Zhu
    State: MICCAI 2025
    - Language-Driven Interactive Shadow Detection
    Hongqiu Wang, Wei Wang, Haipeng Zhou, Huihui Xu, Shaozhi Wu, Lei Zhu
    State: ACM MM2024
    - Interpretable Tumor Cell Detection by Domain Adaptive Pixel Space Encoding
    Yao Xue, Luyao Wang, Haipeng Zhou, Dun Ding, Yuelang Zhang
    State: Pattern Recognition
    ELSEVIER

    Services

  • Teaching Assistant
    2026-Spring: Advanced Learning Techniques for Medical Robotics Systems
  • Reviewer
    Journals: JBHI,TMI
    Conferences:ICLR, MM, AAAI
  • Mentorship:
    I do feel lucky to mentor talented guys&RAs. I can provide ideas, just feel free to reach out to me especially if you are XJTUer :)

    Δ Sicheng Yang (B.E.@XJTU -> Mphil@HKUST-GZ) : Medical MultiModal Leanrning (Pathology + Gene)
        --Production: TMI (Accepted)

    Δ Sihan Yang (B.E.@XJTU->Master@PKU) : Medical MultiModal Leanrning (Ultrasound Video + Clinical Report)
        --Production: TMI (under review)

    Δ Jiashu Xu (B.E.@HIT-SZ-> Mphil@HKUST-GZ) : Medical MultiModal Leanrning (RL MLLM for Medical)
        --Production: TMI (under review)

    Δ Jinshan Liu (B.E.@XJTU) : Agentic Image Restoration
        --Ongoing

    • About me

  • I do love Rydeen and take it as my nickname, which is of passion, energy and combativity to help me struggle with the tough time. An awesome and meaningful song to me. Masterpiece of Sakamoto & YMO, R.I.P.
  • No music No life for J-pop & Cantopop . 3 times solotrip@Japan, 7 times lives for hitsujibungaku (Especially for Nippon Budokan ).
  • Gamer, Fisher, Jogger, and Overthinker.

    • Template from Jon Barron
    Last updated: June, 2024 freecounter