University of Pennsylvania
Email: shuxiaoc [@] wharton [DOT] upenn [DOT] edu
I obtained my Ph.D. degree in statistics in 2022 from the Wharton School, where I was advised by Prof. Zongming Ma. I received my bachelor’s degree from Cornell University, where I worked with Prof. Jacob Bien.
My doctoral research focused on:
- Causal inference;
- Machine learning on graphs;
- Multi-task learning;
- Applications of above techniques in single-cell biology.
Integration of spatial and single-cell data across modalities with weak linkage
Shuxiao Chen, Bokai Zhu, Sijia Huang, John W. Hickey, Kevin Z. Lin, Michael Snyder, William J. Greenleaf, Garry P. Nolan, Nancy R. Zhang, and Zongming Ma. 2023
Robust Single-cell Matching and Multi-modal Analysis Using Shared and Distinct Features
Bokai Zhu, Shuxiao Chen, Yunhao Bai, Han Chen, Nilanjan Mukherjee, Gustavo Vazquez, David R. McIlwain, Alexandar Tzankov, Ivan T. Lee, Matthias S. Matter, Yury Goltsev, Zongming Ma, Garry P. Nolan, and Sizun Jiang.
Nature Methods, 2023.
One-Way Matching of Datasets with Low Rank Signals
Shuxiao Chen, Sizun Jiang, Zongming Ma, Garry P. Nolan, and Bokai Zhu. 2022.