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, where I studied visual representation learning and its interdisciplinary applications. Since then, I've been focusing on the mathematical interpretability and hallucinations in MLLMs/LLMs, working with Prof. Ruize Han and Dist. Prof. Song Wang at Shenzhen University of Advanced Technology.
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 hallucinations in MLLMs/LLMs (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
- visual representation learning and its interdisciplinary applications (work with Prof. Xiaohui Yang)
Service
- Reviewer for Pattern Recognition Letters, ICASSP
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)
