Imperial College London


Faculty of Natural SciencesDepartment of Mathematics

Research Postgraduate



xing.liu16 Website




EPSRC Centres for Doctoral Training SuiteSherfield BuildingSouth Kensington Campus





I am a PhD student in Statistics at Imperial College London, supervised by Professor Axel Gandy. I joined in the StatML CDT in Autumn 2020.

My current research includes developing fast adaptive schemes for MCMC and probabilistic numerical integration. I am also interested in tree-based models and statistical machine learning.

I am helping Dr James Martin with the development of materials for the new course MSc Machine Learning and Data Science (Online) which will be launched in year 2021-2022. 

More information is available on my personal website


  •  Zhu, H., Liu, X., Kang, R., Shen, Z., Flaxman, S., Briol, F-X. (2020). Bayesian probabilistic numerical integration with tree-based models. To appear at Neural Information Processing Systems. (Preprint).


Selected Publications


Zhu H, Liu X, Kang R, et al., Bayesian Probabilistic Numerical Integration with Tree-Based Models, Conference on Neural Information Processing Systems

More Publications