avatar

Siyuan Duan(段思远)

Ph.D. Student HKUST siyuanduancn@gmail.com
Research Interests: Large Vision Language Model Multi-modal AI AI for Science (PINNs)

Welcome!
I’m currently a first-year Ph.D. student at the Department of Computer Science and Engineering (CSE), HKUST Logo The Hong Kong University of Science and Technology (HKUST), supervised by Prof. Hao Chen. Previously, I gained valuable experience as a research intern at HKUST LogoAlibaba Group.

🌟 I’m currently concentrating on research in the Large Vision Language Model (LVLM) and foundation models for healthcare. If you are interested in collaborating with me or want to have a chat, please feel free to contact me via email !

News

  • [01/2026] I start my intern at Alibaba group.
  • [10/2025] I got a PhD offer from HKUST CSE.
  • [07/2025] I gave a talk at the AI TIME pre-talk and introduced our FUML (ICML'25). You can see here.
  • [05/2025] Amazing! 2 papers were accepted to ICML 2025! One was accepted as Spotlight (acc rate = 2.6%)! Thanks to all coauthors. 🎉
  • [02/2025] 1 paper was accepted to CVPR 2025(acc rate = 22.1%)! Thanks to all coauthors. 🎉
  • [09/2024] 1 paper was accepted to Neural Networks. Thanks to all coauthors. 🎉

Selected Publications

/Preprint/

Robust Fuzzy Multi-view Learning under View Conflict, Siyuan Duan, Yuan Sun, Dezhong Peng, Yingke Chen, Xi Peng, Peng Hu#, arXiv'2026. (Submitted to TPAMI)

/Publicated/

  1. Deep Fuzzy Multi-view Learning for Reliable Classification
    Siyuan Duan, Yuan Sun, Dezhong Peng, Guiduo Duan, Xi Peng, and Peng Hu#
    International Conference on Machine Learning (ICML), 2025.
    Link Code Video
  2. CoPINN: Cognitive Physics-Informed Neural Networks
    Siyuan Duan*, Wenyuan Wu*, Peng Hu, Zhenwen Ren, Dezhong Peng, and Yuan Sun#
    International Conference on Machine Learning (ICML), 2025, (Spotlight,acc rate=2.6%).
    Link Code Video
  3. Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval
    Siyuan Duan, Yuan Sun, Dezhong Peng, Zheng Liu, Xiaomin Song, and Peng Hu#
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
    Link Code Report
  4. Deep Fuzzy Physics-Informed Neural Networks for Forward and Inverse PDE Problems
    Wenyuan Wu*, Siyuan Duan*, Yuan Sun, Yang Yu, Dong Liu#, and Dezhong Peng#
    Neural Networks (NN), 2025, (IF=6.6).
    Link Code Report

“*” and “#” indicate equal contribution and the corresponding author, respectively. For full publications, please refer to my Google Scholar.

Industrial Experience

Research Intern @ Taobao&Tmall Group of Alibaba Jan. 2026 - Jul. 2026
Topic: Large Vision Language Model (LVLM).

Services

  • Conference Reviewer: NeurIPS, AAAI, ACL ARR.
  • Journal Reviewer: ACM TOIS, Neurocomputing.

Honors & Awards

  • Full Postgraduate Studentship @ HKUST (2026 - 2029)
  • China National Scholarship (2025 @ SCU, 2020 @ CAFUC)

Cutest pup, right here! dog