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Rongsheng Wang   |   王荣胜🧑🚀
I am a first-year Ph.D. student at
The Chinese University of Hong Kong, Shenzhen,
supervised by Prof.
Benyou Wang.
My research focuses on exploring trustworthy medical large language models (LLMs) and multimodal large models (MLLMs), as well as exploring multimodal generative for healthcare applications. I am a perfectionist. I want to solve the problems in my hands in perfect ways, which is, however, not achievable in many situations.
Email  / 
Google Scholar
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Github
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CV
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News
[Jan. 2026] One paper accepted by ICLR 2026, congrats to all co-authors! See you at Brazil!
[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 2
- Multimodal Models 1
- Language Models 0
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MicroVerse: A Preliminary Exploration Toward a Micro-World Simulation
Rongsheng Wang†,
Minghao Wu†,
Hongru Zhou,
Zhihan Yu,
Zhenyang Cai,
Junying Chen,
Benyou Wang*
Code
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Paper
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Dataset
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Benchmark
ICLR 2026 (Poster)
MicroVerse is a world model designed to faithfully simulate biological processes at the microscale.
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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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