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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

Yuchen Liu

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Open access Oct 2026

DAETG: Dual-Stage Attention Embedding for Community Detection on Textual-Edge Graphs

Textual-edge graphs represent interactions through both connectivity and relation-specific text. Learning community structure from these graphs requires an encoder that preserves the relevance of individual relations when combining semantic and structural information. We propose Dual-Stage Attention Embedding for Commu...

Yu-Chen Liu, Hong-Chang Chen · 0 citations
#reinforcement learning Sep 2026

Decentralized Topology Robustness Optimization for IoT via Multi-Agent Graph Reinforcement Learning

The robustness of Internet of Things (IoT) communication topologies against internal failures and external perturbations is a fundamental prerequisite for maintaining system stability. This paper studies IoT topology robustness from two perspectives: robustness metric and optimization. Existing robustness metrics, prim...

Yabin Peng, Jiangxing Wu, Tong Duan et al. · 0 citations

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