Siyuan Duan
Welcome to my personal homepage. I’m currently a master’s student at the College of Computer Science, Sichuan University (SCU) 
, fortunately advised by Prof. Dezhong Peng & Prof. Peng Hu. I’m also an incoming Ph.D student in the Department of Computer Science and Engineering at The Hong Kong University of Science and Technology (HKUST) 
. I will conduct my doctoral studies under the supervision of Prof. Hao Chen.
Research Interests
- Multi-modal Learning: Including cross-modal retrieval and multi-view classification.
- AI for Science: Utilizing Physics-Informed Neural Networks (PINNs) for solving PDE problems.
🌟 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
-
ICML
International Conference on Machine Learning (ICML), 2025, (CCF-A). -
ICML Spotlight
International Conference on Machine Learning (ICML), 2025, (Spotlight,acc rate=2.6%), (CCF-A). -
CVPR
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025, (CCF-A). -
NN
Neural Networks (NN), 2025, (IF=6.6, CCF-B).
“#” and “*” indicate the corresponding author and equal contribution, respectively. For full publications, please refer to my Google Scholar.
Industrial Experience
- Jan. 2026 - Now: Research Intern @ Taobao&Tmall Group in
, Beijing, China. Topic: Vision-Language Models (VLMs).
Services
- Conference Reviewer: ACL ARR
Honors and Awards 🏆
- China National Scholarship (Top 2%), 2025.
- China National Scholarship (Top 1%), 2020.
