Publications by authors named "Shangyang He"

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Privacy-preserving collaborative battery fault warning for massive electric vehicles by heterogeneous data from charging stations.
Haosen Yang, Jinpeng Tian, Weijie Mai, Chunhua Wang, Luchun Ran, Shangyang He, Weixiang Shen

Nat Commun· December 2025

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Boosting Communication Efficiency in Federated Learning for Multiagent-Based Multimicrogrid Energy Management.
Shangyang He, Yuanzheng Li, Yang Li, Yang Shi, Chi Yung Chung

IEEE Trans Neural Netw Learn Syst· May 2025

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Federated Multiagent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multimicrogrid Energy Management.
Yuanzheng Li, Shangyang He, Yang Li, Yang Shi, Zhigang Zeng

IEEE Trans Neural Netw Learn Syst· May 2024

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