Zheng Zhou
Zheng Zhou
Fourth-year Ph.D. Student
Qiuzhen College
Tsinghua University
Beijing, China
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About me
I am Zheng Zhou, a fourth-year Ph.D. student at Qiuzhen College, Tsinghua University, advised by Professor Yuhong Yang. Before joining Tsinghua, I received my bachelor’s degree in Mathematics from Sun Yat-sen University.
My research interests lie broadly in statistics, machine learning, and quantitative finance, with a focus on statistical theory and methodology, prediction, and their applications to real-world problems. I am also interested in recent advances in artificial intelligence and how they can be incorporated into statistical research.
Research Interests
- Model selection and model evaluation
- Uncertainty quantification, especially conformal prediction
- Causal inference
- Quantitative finance
- Learning-to-rank problems
Education
Ph.D. Student in Statistics
Qiuzhen College, Tsinghua University
Advisor: Professor Yuhong Yang
2023-present
B.S. in Mathematics
Sun Yat-sen University
2019-2023
News
October 2026
Our paper Impossibility of Distribution-Free Predictive Inference for Individual Treatment Effects has been accepted at NeurIPS 2026 as an Oral presentation.
May 2026
Posted a new arXiv preprint on impossibility results for distribution-free predictive inference of individual treatment effects.
May 2026
Launched this academic homepage with Quarto and GitHub Pages.
April 2026
Posted a new arXiv preprint introducing a framework for conditional coverage evaluation and method selection in conformal prediction.
Selected Publications & Preprints
* Equal contribution. † Corresponding author.
Impossibility of Distribution-Free Predictive Inference for Individual Treatment Effects
Conformal Prediction Assessment: A Framework for Conditional Coverage Evaluation and Selection
See the full list on the Publications & Preprints page.
Contact
GitHub
Affiliation
Qiuzhen College, Tsinghua University