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Ming-Rui Cao

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Open access 2026

FedTGR: Topology-Guided Byzantine-Resilient Federated Learning for Massive AI Agents

5G-Advanced (5G-A) networks are evolving into intelligent coordination platforms for massive AI agents, including large-model-enabled devices, edge services, robots, vehicles, and network-side autonomous functions. These agents need to collaboratively adapt models and exchange knowledge without centralizing raw data, m...

Zhen-Xing Qiao, Yan Zhang, Ming-Rui Cao et al. · 0 citations

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