Hi there!

I'm a PhD student in Information Engineering and Machine Learning, jointly supervised by Dr. Laura Toni at University College London and Dr. Xiaowen Dong at the University of Oxford.

I am also currently a research intern at Alibaba Cloud, working on accelerating diffusion/flow based video generative models.

Before that, I obtained my MSc in Data Science at UCL, advised by Dr. Pasquale Minervini at UCL NLP, and BEng in Ocean Engineering and Technology (Information Engineering track) at Zhejiang University.

I am mainly passionate about statistical machine learning theory for generative models (Flow/Diffusion Models) from the perspective of statistical physics. My current focus is developing geometric generative models for graph-structured data (such as molecules, and drugs) and 3D data (such as 3D point cloud and proteins). The applications include but are not limited to AI for Sciences (e.g. material/drug design, medical image analysis, and forecasting), content generation (3D generation and speech generation), and recommendation systems.