Hi, I’m Meng’en Qin (秦蒙恩), a statistics graduate from Henan University. My research journey began at Henan Engineering Research Center for Artificial Intelligence Theory and Algorithms, working on computer vision and its interdisciplinary applications. Currently, I'm focusing on the mathematical interpretability and hallucinations in multimodal LLMs, fortunately working with Prof. Ruize Han and Dist. Prof. Song Wang from Shenzhen University of Advanced Technology.
Now, I am actively looking for research internships.
News
- [04/2026]: 🎉 A3-FPN is accepted by Pattern Recognition.
- [05/2025]: 🎉 My undergraduate thesis is awarded as “Excellent Thesis”.
Education

B.S. in Statistics
Sep 2021 ~ Jun 2025, School of Mathematics and Statistics, Henan University, China
Research Experience

Research Assistant
Sep 2025 ~ Sep 2026, Shenzhen University of Advanced Technology, China
- interpretability and hallucination in MLLMs; visual representation learning (work with Prof. Youlu Xing, Prof. Ruize Han and Dist. Prof. Song Wang)

Research Intern
Nov 2023 ~ Jun 2025, Henan Engineering Research Center for Artificial Intelligence Theory and Algorithms, China
- computer vision and its interdisciplinary applications (work with Prof. Xiaohui Yang)
Service
- Reviewer for Pattern Recognition Letters
Honors and Awards
- National Second Prize in National College Student Statistical Modeling Competition, Aug 2023 (Top 0.5% nationwide)
- National Third Prize in National College Students Social Practice and Science Contest on Energy Saving & Emission Reduction, Aug 2023
- Third Prize in The Chinese Mathematics Competitions for College Students, Mar 2023 (Mathematics Category)
