A demand atlas for the planning, operations and upgrading of bicycle-sharing systems



Yifan's current research is focused on analysis, forecasting, and optimising the complex bike-sharing networks. He is interested in using data analysis, visualisation, and machine learning (specifically in GNNs) skills to tell stories.

Prior to Oxford, Yifan had been working as an architect and landscape designer for 2 years. He loves reading philosophy and values entrepreneurship. As a space-enthusiast, his biggest ambition is to plan and design cities on Mars.

Current Research

Selected Publications