CV

Education

• DPhil in Engineering Science, University of Oxford, 2025-
• MSc in Advanced Computer Science, University of Oxford, 2024-2025
• BSc in Mathematics, University of Bristol, 2021-2024
  • Henry Ronald Hasse Finalist Prize (top final-year math student), Lynne Walling Memorial Prize (outstanding student for studies, extra-curricular and university activity)

Work experience

• [Academic] Research Assistant 2024/04-2024/10
  • University of Bristol
  • Research Field: High-dimensional Statistics, Statistical Machine learning
  • Supervisor: Dr. Song Liu
• [Industry] Intern, Video Algorithm Group 2023/08-2023/11
  • Agora
  • Working on semantic segmentation
• [Academic] Research Assistant 2023/06-2023/08:
  • University of Bristol
  • Research Field: Probability
  • Supervisor: Prof. Marton Balazs

Publications

High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching

Williams, Daniel J., Leyang Wang, Qizhen Ying, Song Liu, and Mladen Kolar. "High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching." In The 28th International Conference on Artificial Intelligence and Statistics (AISTATS 2025).

Teaching

2025 CWM AI+ML in Python

2025 B20 Third Year Machine Learning Laboratory

2024 Mathematical Programming