Dr Gengyu Xue

I am a Research Fellow affiliated with the EPSRC grant DASS, under the supervision of Professor Yi Yu. Before this, I completed my PhD study at the University of Warwick under the supervision of Professor Yi Yu and Dr Haotian Xu in 2025. I received my Master's degree from the University of Oxford and my Bachelor's degree from the University of Warwick. I am interested in the broad areas of differential privacy, fairness, change point analysis and functional data analysis.

Education

University of Warwick, PhD in Statistics, 2022-2025
University of Oxford, MSc in Statistical Science, 2021-2022
University of Warwick, BSc in Mathematics, Operational Research, Statistics and Economics, 2018-2021

Publications

Fairness-aware Bayes optimal functional classification (2025) NeurIPS. Xiaoyu Hu*, Gengyu Xue*, Zhenhua Lin and Yi Yu. Link
Change point localisation and inference in fragmented functional data (2025) Bernoulli, to appear. Gengyu Xue, Haotian Xu and Yi Yu. Link

(* Equal contribution)

Preprint

Optimal estimation in private distributed functional data analysis (2024). Gengyu Xue, Zhenhua Lin and Yi Yu. Link

Award

ICSDS Student Travel Award, 2024

Services

I have reviewed for Annals of Applied Statistics and Bernoulli.

Contact

Email:

Office: MSB 3.13