Name: Cui Xiaolong
Title: Assistant Professor
Research Focus: Change Point Detection, Robust Statistics, Extreme Value Theory
Courses Taught: Statistics, Statistical Learning
E - mail：cuixiaolong@sufe.edu.cn
Educational Background
September 2019 - June 2024, Nankai University, School of Statistics and Data Science, Statistics, Ph.D
September 2015 - June 2019, Nankai University, School of Mathematical Sciences, Statistics, Bachelor's Degree
Work Experience
July 2026 - Present, Assistant Professor, School of Statistics and Data Science, Shanghai University of Finance and Economics
June 2024 - June 2026, Postdoctoral Fellow, School of Statistics and Data Science, Nankai University
Research Achievements
See the homepage ：https://xlcui-sufe.github.io/
1. Xiaolong Cui, Haoyu Geng, Guanghui Wang, Zhaojun Wang and Changliang Zou (2026). ART: Distribution-free and model-agnostic changepoint detection with finite-sample guarantees. Journal of the Royal Statistical Society: Series B (Statistical Methodology), available online.
2. Xiaolong Cui, Haoyu Geng, Haojie Ren, Zhaojun Wang and Changliang Zou (2025). Online multiple changepoint detection with false discovery rate control. IEEE Transactions on Information Theory, 71(11), 8697–8722.
3. Xiaolong Cui, Haoyu Geng, Zhaojun Wang and Changliang Zou (2024). Robust estimation of high-dimensional linear regression with changepoints. IEEE Transactions on Information Theory, 70(10), 7297–7319.
4. Haoyu Geng, Xiaolong Cui, Haojie Ren and Changliang Zou (2024). Large-scale two-sample comparison of support sets. Journal of the American Statistical Association, 119(546), 1604–1618.
5. Xiaolong Cui, Lei Shi, Wei Zhong and Changliang Zou (2023). Robust high-dimensional low-rank matrix estimation: optimal rate and data-adaptive tuning. Journal of Machine Learning Research, 24(350), 1–57.
