Personal profile
Profile
Lei You received my Ph.D. in Computer Science (specialized in Mathematical Optimization) from the Department of Information Technology at Uppsala University in 2019. He is the winner of the Doctoral Dissertation Award for Operations Research in Telecommunications and Network Analytics awarded by INFORMS in 2020. He had been a visiting data scientist in The Boston Consulting Group (BCG) Gamma in 2019. He had been working as a data scientist in Bolt and Wolt (Doordash) in the domain of on-demand logistics optimization.
His research develops mathematical optimization frameworks for trustworthy AI, treating AI as a coupled system and producing metrics, algorithms, and deployable systems for reliable evaluation and transparent governance. His work focuses on three thrusts in AI ecosystem auditing, epistemic communication theory, and faithful AI explanations.
External positions
Co-Founder, CSPaper
Jul 2025 → …
Data Scientist, DoorDash
Nov 2021 → Nov 2022
Senior Data Scientist, Bolt
Jul 2019 → Nov 2021
Visiting Data Scientist, The Boston Consulting Group
Nov 2018 → Jan 2019
Visiting Researcher, Ranplan Wireless Network Design Ltd.
Oct 2016 → Nov 2016
Visiting Researcher, Converge ICT Solutions & Services S.A.
Jun 2016 → Aug 2016
Visiting Researcher, Ranplan Wireless Network Design Ltd.
Sept 2015 → Oct 2015
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
-
SDG 7 Affordable and Clean Energy -
SDG 11 Sustainable Cities and Communities
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
FairSHAP: Preprocessing for Fairness Through Attribution-Based Data Augmentation
Zhu, L., Bian, Y. & You, L., 2026, (Accepted/In press) Proceedings of 29th International Conference on Artificial Intelligence and Statistics. 21 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
-
Joint distribution-informed shapely values for sparse counterfactual explanations
You, L., Bian, Y. & Cao, L., 2026, (Accepted/In press) Proceedings of 14th International Conference on Learning Representations. 23 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
-
Massive Beam Scheduling in LEO Systems: Low Complexity via Effective Interference Approximation
Zhao, X., Yu, Z., You, L., Lei, L. & Yuan, D., 2026, (Accepted/In press) Proceedings of 2026 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile28 Downloads (Orbit) -
Orchestrating in the Sky: Joint Routing and Client Selection for Federated Learning in LEO Networks
Zhao, Y., Yu, Z., Feng, C., You, L., Lei, L. & Yuan, D., 2026, Proceedings of IEEE GLOBECOM 2025. IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile123 Downloads (Orbit) -
PSTGCN: A Taxi Flow Prediction Model Period-Based Spatial-Temporal Graph Convolution Network
Lv, Z., Hao, Q., Li, J. & You, L., 2026, In: Tsinghua Science and Technology. 31, 3, p. 1706-1721Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile79 Downloads (Orbit)
-
The EU ABPLA: The European AI Based Personal Language Learning Assistant (second language)
You, L. (PI), Løje, H. (Project Participant) & Kruse, J. (Project Participant)
01/10/2025 → 30/09/2028
Project: Research
-
Machine Learning for Beehives Monitoring
Andersen, B. (PI), Francis, D. (Project Participant), You, L. (Project Participant), Ottosen, I. M. (Project Participant), Petersen, S. M. B. (Project Participant) & Pholprasit, P. (Project Participant)
01/08/2023 → 31/07/2026
Project: Research
-
InnoTech - TaskForce
Andersen, B. (Project Manager), Schultz, O. (Project Participant), Rubin-Grøn, D. K. (Project Participant), Tange, H. (Project Participant), Singh, B. (Project Participant), Lynggaard, P. (Project Participant), Coelho, L. G. (Project Participant), Lund, V. (Project Participant), Grex, S. (Project Participant), Andrade, V. (Project Participant), Francis, D. (Project Participant), You, L. (Project Participant), Christiansen, S. (Project Participant), Aydos, G. (Project Participant) & Sommer, L. (Project Participant)
01/01/2023 → 31/12/2025
Project: Research
-
SWAP: Sparse Entropic Wasserstein Regression for Robust Network Pruning
You, L. (Speaker)
7 May 2024 → 11 May 2024Activity: Talks and presentations › Conference presentations
-
Traffic Lab Brand Rating
You, L. (Main supervisor)
12 Feb 2024 → 5 May 2024Activity: Examinations and supervision › Supervisor activities
-
Leveraging the Power of Large Language Models and Generative AI in Business Applications
You, L. (Main supervisor)
19 Feb 2024 → 12 May 2024Activity: Examinations and supervision › Supervisor activities
-
Enhancing and optimizing search functionality using Microsoft Graph Api
You, L. (Main supervisor)
19 Feb 2024 → 2 Jun 2024Activity: Examinations and supervision › Supervisor activities
-
Tryg forsikring A/S
You, L. (Main supervisor)
22 Jan 2024 → 16 Jun 2024Activity: Examinations and supervision › Supervisor activities