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Collaborations and top research areas from the last five years
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SCH: Advancing Public Health Intervention with Data-driven Restless Multi-Armed Bandit Frameworks
Li, J. (PI)
09/15/25 → 06/30/26
Project: Research
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Collaborative Research: SaTC: CORE: Small: Critical Learning Periods Augmented Robust Federated Learning
Li, J. (PI)
10/1/23 → 09/30/26
Project: Research
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RINGS: Resilient Edge Networks with Data-Driven Model-Based Learning
Li, J. (PI)
09/1/23 → 04/30/26
Project: Research
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Asynchronous Distributed and Adaptive Parameter Tuning (ADAPT) for Hybrid PV Plants
Zhang, Z. (PI), Zhou, N. (CoPI), Zhang, Z. (PI), Zhou, N. (CoPI), Li, J. (CoPI), Yu, L. (CoPI), Zhang, P. (CoI), Li, J. (CoPI), Zhang, P. (CoI), Zhang, Z. (PI), Yu, L. (CoPI) & Zhou, N. (CoPI)
06/1/21 → 05/31/26
Binghamton University, Stony Brook University
Project: Research
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AI Crossroads: Systems, Energy, and Applications
Li, J., Wang, H., Tiwari, D. & Zhou, J. J., Aug 27 2025, In: Performance Evaluation Review. 53, 2, p. 2 1 p.Research output: Contribution to journal › Article › peer-review
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Decentralized Federated Learning with Model Caching on Mobile Agents
Wang, X., Xiong, G., Cao, H., Li, J. & Liu, Y., Apr 11 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 20, p. 21296-21303 8 p.Research output: Contribution to journal › Conference article › peer-review
Open Access2 Scopus citations -
Multi-Agent Reinforcement Learning for Decentralized Reservoir Management via Murmuration Intelligence
Fu, H., Xiong, G., Li, J. & Lin, S., Aug 27 2025, In: Performance Evaluation Review. 53, 2, p. 39-44 6 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
UAV Aided Smart Agriculture Networks: A Multi-Agent Reinforcement Learning Approach
Xiong, G., Guo, J., Parsons, K., Nagai, Y., Sumi, T., Orlik, P. & Li, J., 2025, ICC 2025 - IEEE International Conference on Communications. Valenti, M., Reed, D. & Torres, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3075-3081 7 p. (IEEE International Conference on Communications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
UNDERSTANDING CONSTRAINT INFERENCE IN SAFETY-CRITICAL INVERSE REINFORCEMENT LEARNING
Yue, B., Wang, S., Gaurav, A., Li, J., Poupart, P. & Liu, G., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 21162-21189 28 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations