Research output per year
Research output per year
Personal profile
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Dive into the research topics where Ming Shi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
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Bi-Level Online Provisioning and Scheduling with Switching Costs and Cross-Level Constraints
Liu, J., Koksal, C. E. & Shi, M., 2026, 2026 24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and WirelessNetworks, WiOpt 2026. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Probe-then-Commit Multi-Objective Bandits: Theoretical Benefits of Limited Multi-Arm Feedback
Shi, M., 2026, 2026 24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and WirelessNetworks, WiOpt 2026. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Provably Efficient Multi-Objective Bandit Algorithms Under Preference-Centric Customization
Cao, L., Shi, M. & Shroff, N. B., 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 24, p. 19889-19897 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Reinforcement Learning With Partial Online State Information in POMDPs: Regret Bounds and Limits
Shi, M., Liang, Y. & Shroff, N. B., Jul 1 2026, In: IEEE Transactions on Information Theory. 72, 7, p. 4895-4925 31 p.Research output: Contribution to journal › Article › peer-review
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Online Learning for Optimizing AoI-Energy Tradeoff under Unknown Channel Statistics
Abd-Elmagid, M. A., Shi, M., Ekici, E. & Shroff, N. B., Oct 23 2025, MobiHoc 2025 - Proceedings of the 2025 International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing.. Association for Computing Machinery, Inc, p. 271-280 10 p. (MobiHoc 2025 - Proceedings of the 2025 International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing.).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access