Hi! I’m Chengyao Yu. I am currently a first-year Master’s student in the Department of Statistics and Data Science at the Southern University of Science and Technology (SUSTech).

I am fortunate to be advised by Professor Bingyi Jing. My research interests lie broadly in both theoretical and applied statistics, and their applications in Artificial Intelligence. I look forward to actively engaging with the broader research community.

Research interests

My research focuses on the intersection of statistical theory and its applications to Reliable Artificial Intelligence.

• Reliable Artificial Intelligence

• Multiple Hypotheses Testing

• Distribution Approximation Theory

News

• 2026.5: My paper entitled “Anytime Safe PAC Efficient Reasoning” has been accepted by International Conference on Machine Learning (ICML) 2026, which has also been discussed in ES-Reasoning @ ICLR 2026.

• 2025.10: My paper entitled “Random Weighting Approximation of M-estimators with Increasing Dimensions of Parameter” has been accepted by Statistica Sinica. (Advised by Prof. Zhanfeng Wang and Prof. Ruixing Ming)

Education

• M.S. in Mathematics (2025.9 – Present)
  Southern University of Science and Technology

• B.S. in Applied Statistics (2021.9 – 2025.6)
  Zhejiang Gongshang University (Rank: 1/256)

For more info

I am currently actively seeking an opportunity to pursue a doctoral degree. Any useful information will be appreciated!