News
[May 2025] Two papers accepted by ACL 2025, congrats to all co-authors!
[Apr. 2025] Our team won the gold medal in the AIMO-2 competition, ranking 14th out of 2213!
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Publications
† Equal contribution. * Corresponding author. The leading papers are highlighted.
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Research Interests
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General
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Medical
- Multimodal Generation 1
- Multimodal Models 1
- Language Models 0
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MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos
Rongsheng Wang†,
Junying Chen†,
Ke Ji,
Zhenyang Cai,
Shunian Chen,
Benyou Wang*
Code
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Paper
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Dataset
Under Review
MedGen is a medical video generation model, built on the large-scale, caption-rich MedVideoCap-55K dataset.
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Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging
Zhenyang Cai†,
Junying Chen†,
Rongsheng Wang†,
Weilong Wang,
Yonglin Deng,
Dingjie Song,
Yize Chen,
Zixu Zhang,
Benyou Wang*
Code
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Paper
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Dataset
ACL 2025 (Main)
Multimodal LLMs achieve strong generalization in medical imaging largely through compositional generalization (CG).
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If you would like to view my other publications, you are welcome to access them on my Google Scholar.
Experience
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The Chinese University of Hong Kong, Shenzhen (CUHK-SZ)
2024.09 - 2025.08
Research Assistant
Research Advisor: Prof. Benyou Wang
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Projects
🚀 Build in Open. Grow Together.
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Service and Teaching
Journal Reviewer: JBHI、TMI
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Awards and Honors
2025: Gold Medal of Kaggle AI Mathematical Olympiad - Progress Prize 2, AIMO-2 (Link, Rank 14/2212 globally)
2023: Silver Medal of Kaggle RSNA Screening Mammography Cancer Detection (Link, Rank 56/1687 globally)
2021: Baidu PaddlePaddle Developers Experts, PPDE (Link)
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