Research output per year
Research output per year
Personal profile
Profile
I received my Ph.D. in Computer Science (specialized in Mathematical Optimization) from the Department of Information Technology at Uppsala University in 2019. I am the winner of the Doctoral Dissertation Award for Operations Research in Telecommunications and Network Analytics awarded by INFORMS in 2020. I had been a visiting data scientist in The Boston Consulting Group (BCG) Gamma in 2019. 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.
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):
External positions
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
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Decomposition and Meta-DRL based Multi-Objective Optimization for Asynchronous Federated Learning in 6G-Satellite Systems
Zhou, Y., Lei, L., Zhao, X., You, L., Sun, Y. & Chatzinotas, S., 2024, In: IEEE Journal on Selected Areas in Communications. 42, 5, p. 1115-1129Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile -
Learn to Stay Cool: Online Load Management for Passively Cooled Base Stations
Yu, Z., Zhao, Y., You, L. & Yuan, D., 2024, Proceedings of IEEE Wireless Communications and Networking Conference. IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile -
Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask
Senane, Z., Cao, L., Buchner, V. L., Tashiro, Y., You, L., Herman, P., Nordahl, M., Tu, R. & Von Ehrenheim, V., 2024, Proceedings of KDD ’24. Association for Computing Machinery, p. 2560-2571 23 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile -
Swap: Sparse Entropic Wasserstein Regression for Robust Network Pruning
You, L. & Cheng, H. V., 2024. 23 p.Research output: Contribution to conference › Paper › Research
Open AccessFile115 Downloads (Pure) -
Efficient Federated Learning in Wireless Communication Systems: A Multi-Objective Optimization Perspective
Zhou, Y., Zhao, X., Liu, X., You, L. & Lei, L., 2023, Proceedings of 2023 IEEE/CIC International Conference on Communications in China (ICCC). IEEE, 5 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile
Projects
- 2 Active
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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
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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)
01/01/2023 → 31/12/2025
Project: Research
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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
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Tryg forsikring A/S
You, L. (Main supervisor)
22 Jan 2024 → 16 Jun 2024Activity: Examinations and supervision › Supervisor activities
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Nature Assessment by Remote Sensing (Article)
You, L. (Supervisor) & Andersen, B. (Main supervisor)
1 Jul 2024 → 11 Aug 2024Activity: Examinations and supervision › Supervisor activities
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Traffic Lab Brand Rating
You, L. (Main supervisor)
12 Feb 2024 → 5 May 2024Activity: Examinations and supervision › Supervisor activities
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Regulatory Document Management System: Ensuring Compliance and Efficiency
You, L. (Main supervisor)
4 Mar 2024 → 7 Jul 2024Activity: Examinations and supervision › Supervisor activities