Oxford-Man Institute
Department of Engineering Science
University of Oxford
Eagle House
Walton Well Road
Oxford OX2 6ED
Email: xdong [at] robots [dot] ox [dot] ac [dot] uk
I am an associate professor in the Department of Engineering Science at the University of Oxford, where I am a member of both the Machine Learning Research Group and the Oxford-Man Institute. I am also a fellow and tutor in Engineering at Lady Margaret Hall. Prior to joining Oxford, I was a postdoctoral associate at the MIT Media Lab, and received my PhD degree from the École Polytechnique Fédérale de Lausanne (EPFL). My main research interests concern signal processing and machine learning techniques for analysing data with complex structures, and their applications in social, urban, and financial network analysis.
[2025.09] Paper, Paper and Paper accepted at NeurIPS'25.
[2025.09] Talk at CUHK.
[2025.09] Departmental teaching award for academic year 2024-25.
[2025.09] Paper accepted at CAMSAP'25.
[2025.07] Talk at EPFL AI for Health Summer School.
[2025.05] Talk at IMS-NTU Joint Workshop on Applied Geometry for Data Sciences Part II.
[2025.05] Paper accepted at ProbNum'25.
[2025.05] Paper accepted at ACL'25.
[2025.05] Paper accepted at ICML'25.