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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

Junnan Yang

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Conference Jul 2026

IRW-FL: Improvement-Based Reliability Weighted Federated Learning

Federated Learning often suffers from significant performance degradation under Non-IID (non-identically and independently distributed) data settings, where heterogeneous client data distributions lead to severe model drift. Traditional aggregation strategies, such as FedAvg, typically determine client contribution wei...

Zelin Li, Junnan Yang · 0 citations

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