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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Zhi-Qiang Xie

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2026

A Dual-Level Selective Unlearning Framework for Multi-Agent Decentralized Federated Learning

In agentic AI-enabled edge computing, decentralized federated learning (DFL) leverages peer-to-peer model aggregation to improve the performance of on-device large language models (LLMs) without introducing a single point of failure, thereby enhancing local agents’ capabilities for decision-making. To protect the right...

Zhiqiang Xie, Yijing Lin, Zhipeng Gao et al. · 0 citations

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