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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

Wen-Jun Li

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2026

An Unsupervised Multi-View Graph Pseudo-Labeling Framework for Automatic Modulation Recognition

Automatic modulation recognition (AMR) in non-cooperative systems is limited by scarce labels. This letter proposes a strictly unsupervised, fully label-free multi-view graph pseudo-labeling framework. Ground-truth labels are never loaded by any training-stage routine: representation learning, graph construction, pseud...

Yu Xi, Shi-Lian Zheng, Chao Wang et al. · 0 citations
Jul 2026

Multi‐Agent Reinforcement Learning for Concurrent Task‐Chain Scheduling in Heterogeneous Edge–Cloud Environments

DC‐MAPPO is developed, which introduces a Directional Clamp mechanism to improve policy update stability under high‐concurrency conditions and a dynamic action masking strategy is designed to ensure decision feasibility and reduce invalid exploration.

Xinyi Li, Chao Wang, Jiakai Liang et al. · 0 citations

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