Room X1.52, Lautrupvang 15,
2750 Ballerup, Denmark
Lei You (Ph.D.)
Assistant Professor in Applied Mathematics
AI, Mathematics and Software
Department of Engineering Technology
Technical University of Denmark
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 distributed data analytics and data-driven optimization.
Working Papers
L. You. “Weighted Sum-Rate Maximization With Causal Inference for Latent Interference Estimation”, IEEE International Conference on Communications (ICC) 2023, accepted. [arXiv] [code]
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]
Selected Publications
(See a full list of publications here)
L. You and D. Yuan. “A note on decoding order in user grouping and power optimization for multi-cell NOMA with load coupling”. IEEE Transactions on Wireless Communications, vol.20 no.1, 2021. [arXiv]
L. You, D. Yuan, L. Lei, S. Sun, S. Chatzinotas, and B. Ottersten. “Resource optimization with load coupling in multi-cell NOMA”. IEEE Transactions on Wireless Communications, vol.17, no.7, 2018. [arXiv] [code]
L. You and D. Yuan. “User-centric performance optimization with remote radio head cooperation in C-RAN”, IEEE Transactions on Wireless Communications, vol.19, no.1, 2019. [arXiv]
L. You and D. Yuan. “Load optimization with user association in cooperative and load-coupled LTE networks”. IEEE Transactions on Wireless Communications, vol.16, no.5, 2017. [arXiv]