腦瞳憫

Photo of Zheng Zhao

Zheng Zhao

Assistant Professor, Docent

I am a (tenure-track) assistant professor in computational statistics and machine learning, leading a research team contributing to new model and methodologies for statistical machine learning.

Presentation

Our research team focuses on developing computationally and statistically efficient models and methods for statistics and machine learning. We are also passionate to apply our established results for solving a variety of applications, such as signal and image processing. Currently, our team's main focus is diffusion models, in particular, the generative ones.

For details of our team, please see .

Publications

2026

Zheng Zhao (2026) COMMUNICATIONS IN INFORMATION AND SYSTEMS, Vol. 26, p. 151-167 (Article in journal)

2025

Filip Ekström Kelvinius, Zheng Zhao, Fredrik Lindsten (2025) Proceedings of the 42nd International Conference on Machine Learning, p. 15148-15181 (Conference paper)
J. R. Andersson, O. Kochukhov, Zheng Zhao, J. Sjolund (2025) Astronomy and Astrophysics, Vol. 699, Article A63 (Article in journal)
Ziwei Luo, Fredrik Gustafsson, Zheng Zhao, Jens Sjolund, Thomas Schon (2025) Philosophical Transactions. Series A: Mathematical, physical, and engineering science, Vol. 383, Article 20240358 (Article, review/survey)
Zheng Zhao, Ziwei Luo, Jens Sjolund, Thomas Schon (2025) Philosophical Transactions. Series A: Mathematical, physical, and engineering science, Vol. 383, Article 20240329 (Article, review/survey)

About the division

Colleagues at STIMA

About the department