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Author

Meng Zheng

2 papers indexed here

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UOIM: Online Incentive Design for Fair Hierarchical Federated Learning and Unlearning in Edge Computing

Hierarchical Federated Learning (HFL) has emerged as a promising evolution of Federated Learning (FL) where a shared model is learned collaboratively via hierarchical aggregation, and it requires federated unlearning to protect users’ right to be forgotten in the training process. However, most existing designs neglect...

Ying Qian, Lian-Bo Ma, Guo Yu et al. · 0 citations
2026

Collaborative Task-Oriented Communication-Control Co-Design for Wireless Networked Control Systems

Wireless networked control systems (WNCSs) are increasingly deployed in industrial applications due to their inherent flexibility and scalability. However, achieving high-performance collaborative tasks remains a significant challenge due to limited wireless resources as well as harsh and dynamic industrial environment...

Lei Zhang, Meng Zheng, Wei Liang et al. · 0 citations

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