I am an assistant professor of Statistics and Data Science at Yale University.
Previously, I was a Stein Fellow in the Department of Statistics at Stanford University (2022–2025). I obtained my Ph.D. in Applied and Computational Mathematics from Princeton University in May 2022, under the supervision of Professor Allan Sly and Professor Emmanuel Abbe. Prior to Princeton, I received my B.Sc. in Mathematics from the University of Hong Kong.
My research interests include probability theory, high-dimensional statistics, theoretical machine learning, and the theory of algorithms.
Talks
- Harvard University Theory of Computation Seminar, Dec 2025.
- 2025 INFORMS Annual Meeting, Applied Probability Society Cluster, Oct 2025, Atlanta.
- IDEAL Workshop: Inference in High Dimensions: Algorithms and Statistics, Oct 2025, Northwestern University.
- Rutgers/DIMACS Theory of Computing Seminar, Oct 2025.
- University of Delaware Applied Economics and Statistics Department Seminar, Sep 2025.
- 2025 Joint Statistical Meetings, Recent Advances in High-Dimensional Probability and Combinatorial Optimization, Aug 2025, Nashville, Tennessee.
- Rocky Mountain Summer Workshop on Algorithms, Probability and Combinatorics, Jun 2025, Colorado State University Mountain Campus, Bellvue, Colorado.
- Detection, Estimation, and Reconstruction in Networks, Apr 2025, SLMath, Berkeley, California.
- University of Southern California Department of Mathematics Colloquium, Mar 2025.
- Cornell University ORIE Colloquium, Mar 2025.
- Johns Hopkins University AMS/MINDS Seminar Series, Feb 2025.
- Washington University in St. Louis Department of Statistics and Data Science Seminar, Feb 2025.
- University of Pennsylvania Wharton School Department of Statistics and Data Science Seminar, Feb 2025.
- Yale University Department of Statistics and Data Science Seminar, Feb 2025.
- Stanford University Statistics Seminar, Feb 2025.
- University of Florida Mathematics Colloquium, Jan 2025.
- University of Pennsylvania Probability and Combinatorics Seminar, Jan 2025.
- University of Illinois Urbana-Champaign Department of Statistics Seminar, Jan 2025.
- The Ohio State University Department of Mathematics Seminar, Jan 2025.
- Georgia Institute of Technology College of Computing Seminar, Jan 2025.
- Probability and Statistical Physics, TSIMF, Jan 2025.
- HKUST IAS-HKWM-EASIAM Joint Workshop on Recent Advances on Scientific Computing, Random Matrices and Data Science, Dec 2024, Hong Kong University of Science and Technology, Hong Kong.
- Hong Kong Probability Seminar, Dec 2024, University of Hong Kong, Hong Kong.
- Low-Degree Polynomial Methods in Average-Case Complexity, Dec 2024, American Institute of Mathematics, Pasadena, California.
- Duke University Fuqua School of Business Decision Sciences Seminar, Dec 2025.
- University of Florida Statistics Department Seminar, Dec 2025.
- Stanford University Probability Seminar, Nov 2024.
- AMS Fall 2024 Western Sectional Meeting, Oct 2024, UC Riverside.
- 2024 INFORMS Annual Meeting, Applied Probability Society Cluster, Oct 2024, Seattle.
- Frontiers of Statistical Mechanics and Theoretical Computer Science, Aug 2024, Banff International Research Station.
- Stochastic Networks Conference 2024, Jul 2024, KTH Royal Institute of Technology.
- Workshop on Random Matrices and Applications, May 2024, ICERM.
- Summer School 2024: Probability, Algorithms, and Inference, May 2024, Georgia Tech.
- 2024 Joint Mathematics Meetings, AMS Special Session on Thresholds in Random Structures, Jan 2024, San Francisco.
- Los Angeles Probability Forum, Nov 2023, Caltech.
- Northwestern University Probability Seminar, Nov 2023.
- National University of Singapore Joint Statistics, Data Science & Machine Learning Seminar, Oct 2023.
- Stanford University Probability Seminar, Oct 2023.
- Georgia Tech Stochastics Seminar, Sep 2023.
- Peking University Summer School on Probability, Jun 2023.
- Stanford University Applied Math Seminar, May 2023.
- Stanford University Women in Theory Forum, Apr 2023.
- Duke University Applied Math and Analysis Seminar, Apr 2023.
- UC Davis Probability Seminar, Feb 2023.
- UC Berkeley Probability Seminar, Nov 2022.
- UC Irvine Combinatorics and Probability Seminar, Oct 2022.
- Stanford University Probability Seminar, Sep 2022.
- NYU Student Probability Seminar, May 2022, online.
- HKU Numerical Analysis Seminar, May 2022, online.
- Penn Local Probability Seminar, Apr 2022.
- 2022 Joint Mathematics Meetings, AAAS Special Session on Stochastic Processes on Networks, Apr 2022, online.
- UIC Probability and Combinatorics Seminar, Mar 2022, online.
- Princeton University PACM Colloquium, Feb 2022.
- LU-NU-UMN Joint Probability Seminar, Feb 2022, online.
- Stanford Statistics Seminar, Feb 2022, online.
- Princeton University PACM Graduate Student Seminar, Jan 2022.
- Harvard University Probabilitas Seminar, Dec 2021, online.
- Northeast Probability Seminar, Nov 2021, online.
- Random Graphs and Statistical Inference Workshop, Banff International Research Station, Aug 2021, online.
- Columbia-Princeton Probability Day, May 2021, online.
- Princeton University PACM Graduate Student Seminar, Apr 2021, online.
- University of Basel Seminar in Probability Theory and Statistics, Apr 2021, online.
- Princeton University PACM Graduate Student Seminar, Feb 2021, online.
- Northeast Probability Seminar, Nov 2020, online.
- Princeton University PACM Graduate Student Seminar, Nov 2019.
- Duke University Graduate Student Probability Seminar, Oct 2019.
- International Workshop on Inference on Graphical Models, Oct 2019, Columbia University.
Teaching
-
Instructor at Yale:
- S&DS 6060 Modern Discrete Probability: From Random Graphs to Spin Systems, Spring 2026.
- S&DS 6000 Advanced Probability, Fall 2025.
-
Instructor at Stanford:
- STATS218 Introduction to Stochastic Processes II, Spring 2025.
- STATS117 Theory of Probability I, Spring 2025.
- STATS218 Introduction to Stochastic Processes II, Spring 2024.
- STATS317 Stochastic Processes, Winter 2024.
- STATS218 Introduction to Stochastic Processes II, Spring 2023.
- STATS116 Theory of Probability, Fall 2022.
-
Assistant Instructor at Princeton:
- MAT100 Calculus Foundations, Fall 2020.
- MAT201 Multivariable Calculus, Fall 2019.
- MAT202 Linear Algebra with Applications, Spring 2019.
Services
Miscellaneous
I have a twin sister Shuangning Li. She graduated from Stanford University and is an assistant professor at Chicago Booth. She works in statistics. Here is a quiz on my sister's website: Can you tell us apart?
Last update: 2025/10. Template adapted from
Danqi Chen's.
中文版