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段思远

Siyuan Duan

M.S. Student
Sichuan University
siyuanduancn@gmail.com

Research Interests

Large Vision Language Model
Multi-modal Learning
AI for Science (PINNs)


Welcome to my personal homepage. I’m currently a master’s student at the College of Computer Science, SCU Logo Sichuan University (SCU), fortunately advised by Prof. Dezhong Peng & Prof. Peng Hu. I’m also an incoming Ph.D student at the Department of Computer Science and Engineering, HKUST Logo The Hong Kong University of Science and Technology (HKUST). I will conduct my doctoral studies under the supervision of Prof. Hao Chen.

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

News

  • [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

  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

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

Services

  • Conference Reviewer: NeurIPS, ACL ARR.
  • Journal Reviewer: Neurocomputing

Honors & Awards

  • Full Postgraduate Studentship, HKUST (2026 - 2030)
  • China National Scholarship (2025, 2020)

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