Xiufan Yu
Department of ACMS
University of Notre Dame
Email: xiufan.yu
AT nd DOT edu
Department of ACMS
University of Notre Dame
Email: xiufan.yu
AT nd DOT edu
I am an Assistant Professor of Statistics in the Department of Applied and Computational Mathematics and Statistics (ACMS) at the University of Notre Dame.
I received my Ph.D. in Statistics from the Pennsylvania State University in 2021. I was very fortunate to be co-advised by Dr. Runze Li and Dr. Lingzhou Xue. Prior to graduate school, I received my B.S. in Statistics from School of the Gifted Young at University of Science and Technology of China (USTC) in 2016.
I became an Elected Member of the International Statistical Institute in 2025. My research has recently been recognized with the 2027 Bernoulli Society New Research Award.
My research interests include:
Statistical foundations of AI & machine learning
AI-empowered statistical learning and inference
High-dimensional statistics & large-scale statistical inference
Causal learning and inference
Statistical applications in business analytics, econometrics, public health, and social sciences.
My research is partially supported by NIH R01GM152812 (Multiple-PI role).
Bernoulli Society New Reseacher Award, 2027
Elected Member, International Statistical Institute (ISI), 2025
American Mathematical Society (AMS) Simons Travel Grant, 2023
Association for Women in Mathematics (AWM) Travel Grant, 2023
Institute of Mathematical Statistics (IMS) New Researcher Travel Award, 2023
Lucy Institute AnalytiXIN Summer Fellow, 2022
Penn State Alumni Association Dissertation Award, 2021
Institute of Mathematical Statistics (IMS) Hannan Graduate Student Travel Award, 2021
Science for Social Good Fellow, IBM Research, 2019
Best Student Paper Award in Business and Economics Statistics, ASA, 2018