About Me

Hello there! I’m Wenqian Xu, currently pursuing my master’s degree at the School of Statistics and Management, Shanghai University of Finance and Economics(SUFE), under the guidance of Fan Zhou. I obtained my B.Sc. in Statistics from the School of Economics and Management, China University of Geosciences, where I was advised by Deyi Xu and Yongguang Zhu.
My research interests are centered around Model-Based Reinforcement Learning, Large Language Models, Explainable AI, and Visualization. I focus on optimizing model training processes and enhancing learning efficiency through Active Learning strategies. You can view some of my completed projects here.
Additionally, I maintain a Chinese Page where I record my life using Mandarin.
Education
Sep 2022 -- Jun 2024
Master of Science in Applied Statistics
Shanghai University of Finance and Economics
GPA:
3.58 out of 4.0
- Second-class academic scholarship(2022, 2023)
Sep 2018 -- Jun 2022
Bachelor of Science in Statistics
China University of Geosciences
GPA:
4.04 out of 5.0
- Ranking: 1/26
- 13th Li Siguang Program (selective, <40 students annually)
- Outstanding Undergraduate Thesis (<5% awarded)
- National Scholarship(2019), Academician Scholarship(2021)
Projects and Publications

Explainable AI
Sensitivity Analysis
ICLR 2025
InfluenceDriven Training
Enhancing Training Robustness through Influence Measurement

Reinforcement Learning
MBRL with BDE
Improvement Research on RL Algorithms Based on Bayesian Dynamic Ensemble

Interdisciplinary Studies
Prochlorococcus and Global Warming
Diverse Subclade Differentiation Attributed to the Ubiquity of Prochlorococcus High-Light-Adapted Clade II