Xiaoyu Hu

I am a postdoctoral researcher in the Department of Statistics and Data Science at National University of Singapore, advised by Professor Zhenhua Lin. I received my Ph.D. degree in 2021 from the Department of Probability and Statistics at Peking University, advised by Professor Fang Yao. I was a visiting Ph.D. student in the Department of Statistics and Data Science at Carnegie Mellon University, working with Professor Jing Lei.

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• High-dimensional statistics
• Functional data analysis
• Conformal inference
• Transfer learning

A Two-Sample Conditional Distribution Test Using Conformal Prediction and Weighted Rank Sum
Xiaoyu Hu, Jing Lei
Journal of the American Statistical Association, published online.

Dynamic Principal Component Analysis in High Dimensions
Xiaoyu Hu, Fang Yao
Journal of the American Statistical Association, 119(545), 308-319, 2024.

Sparse Functional Principal Component Analysis in High Dimensions
Xiaoyu Hu, Fang Yao
Statistica Sinica, 32(4): 1939-1960, 2022.

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