Lei You (Ph.D.)
Data Scientist, Logistics Optimization
I will be starting as faculty at Technical University of Denmark from Dec 2022.
I received my Ph.D. in Computer Science (specialized in Mathematical Optimization) from the Department of Information Technology at Uppsala University in 2019. During the PhD, I interned in The Boston Consulting Group (BCG) Gamma as a visiting data scientist. After the PhD, I had been working as a data scientist in Bolt and Wolt (Doordash) in the domain of on-demand logistics optimization.
My current research interests are causal inference & discovery and data-driven optimization. I am particularly interested in combinatorial optimization for causal structure learning and causal discovery. Additionally, I look into classic optimization problems in communications and networking, studying which from a perspective of causal research.
T. Deng, L. You, Z. Yu, and D. Yuan, "Optimal Task Allocation for Battery-Assisted and Price-Aware Mobile Edge Computing". [code]
Z. Yu, Y. Zhao, T. Deng, L. You, and D. Yuan, "Less Carbon Footprint in Edge Computing by Joint Task Offloading and Energy Sharing". [link]