Address
7-242, Lau Ming Wai Academic Building, City University of Hong Kong
Phone
+852 34428041
Fax
+852 34420189
Email
Personal Web
https://sites.google.com/view/yilingxie/home
Qualifications
PhD - Statistics (Georgia Institute of Technology)
Bachelor - Mathematics (Jilin University)
Biography
Yiling Xie is a tenure-track assistant professor in the Department of Decision Analytics and Operations, College of Business, City University of Hong Kong. Her research focuses on the statistical and computational foundations of machine learning and artificial intelligence.
Publications
Journal Publications and Reviews
Xie, Yiling; Huo, Xiaoming / Asymptotic Behavior of Adversarial Training Estimator under ℓ∞-Perturbation. March 2025; In: Journal of the American Statistical Association.
Xie, Yiling; Huo, Xiaoming / Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning. May 2024; In: Journal of Machine Learning Research. Vol. 25
Xie, Yiling; Luo, Yiling; Huo, Xiaoming / Solving a Special Type of Optimal Transport Problem by a Modified Hungarian Algorithm. February 2023; In: Transactions on Machine Learning Research.
Conference Papers
Xie, Yiling; Huo, Xiaoming / High-dimensional (Group) Adversarial Training in Linear Regression. December 2024; 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), 10/12/2024 - 15/12/2024, Vancouver, Canada.
Chapters, Conference Papers, Creative and Literary Works
Luo, Yiling; Xie, Yiling; Huo, Xiaoming / Improved Rate of First Order Algorithms for Entropic Optimal Transport. April 2023; Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS) 2023. Vol. 206, pp. 2723-2750