Siyuan Duan
About Me
I’m Siyuan Duan, a master’s student at the School of Computer Science, Sichuan University, fortunately advised by Prof. Dezhong Peng & Prof. Peng Hu.
🔥 I’m actively seeking a PhD position for Fall 2026 entry. If you believe my background aligns with your research needs, please feel free to contact me via email at siyuanduancn@gmail.com.
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.
News
- [May. 2025] Amazing! Two papers were accepted to ICML 2025! One was accepted as Spotlight (acc rate = 2.6%)! Thanks to all coauthors. 🎉
- [Feb. 2025] One paper was accepted to CVPR 2025(acc rate = 22.1%)! Thanks to all coauthors. 🎉
- [Sep. 2024] One paper was accepted to Neural Networks. Thanks to all coauthors. 🎉
Selected Publications
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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, (CCF-B).
“#” and “*” indicate the corresponding author and equal contribution, respectively.
Services
Striving to serve the academic community…
Honors and Awards 🏆
- National Scholarship (Top 1%), 2020.
- National Encouragement Scholarship, 2019, 2021.
- Outstanding Graduates of CAFUC 2022.