Personal profile
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):
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SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action
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Dive into the research topics where Haibin Cai is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Brain-Inspired Decentralized Satellite Learning in Space Computing Power Networks
Yang, P., Wang, T., Cai, H., Shi, Y., Jiang, C. & Kuang, L., Dec 2025, In: IEEE Transactions on Mobile Computing. 24, 12, p. 12935-12949 15 p.Research output: Contribution to journal › Article › peer-review
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ECMSA: Dual-Agent Learning-Based Edge Caching with Multi-Strategy Adaptation in Dynamic Environments
Zhang, J., Wang, T., Yang, L., Shi, Y. & Cai, H., 2025, Proceedings of 2025 IEEE 31st International Conference on Parallel and Distributed Systems, ICPADS 2025. IEEE Computer Society, (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated Learning
Jiang, Z., Xu, J., Zhang, S., Shen, T., Li, J., Kuang, K., Cai, H. & Wu, F., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 17, p. 17662-17670 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access10 Link opens in a new tab Scopus citations -
HAPFL: Heterogeneity-Aware Personalized Federated Learning via Hierarchical RL and Model Distillation
Chen, X., Wang, T., Li, Q. & Cai, H., 2025, Proceedings - 2025 IEEE International Conference on Web Services, ICWS 2025. Chang, R. N., Chang, C. K., Yang, J., Atukorala, N., Chen, D., Helal, S., Tarkoma, S., He, Q., Kosar, T., Ardagna, C. A., Beheshti, A., Cheng, B. & Gaaloul, W. (eds.). 2025 ed. Institute of Electrical and Electronics Engineers Inc., p. 713-719 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Physically enhanced neural network for lithium-ion battery state of health estimation
Zhou, Z., Jiang, Y., Wang, T., Shi, Y., Cai, H. & Jones, C. N., 1 May 2025, In: Journal of Energy Storage. 117, 115959.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Scopus citations