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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

Jia-Qing Sun

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Conference Aug 2026

Network Threat Detection Method Integrating Graph Neural Networks and Attention Mechanism

The increasing complexity of enterprise, Internet of Things, and Industrial Internet networks has made coordinated cyberattacks increasingly difficult to detect. This paper proposes a network threat detection method combining a Graph Neural Network with edge-enhanced multi-head attention. Bidirectional flows are repres...

Jia-Qing Sun · 0 citations
Open access Jul 2026

Phonetic radical consistency and non-lexical route development in L2 Chinese: A corpus-based psycholinguistic study.

This study provides a systematic psycholinguistic analysis of the 3000 characters prescribed in the Chinese Proficiency Grading Standards for International Chinese Language Education (CPGS). Drawing on the Dual-Route Model of reading and Cognitive Load Theory, it examines how character distribution and phonetic radical...

Jia-Qing Sun, Haoyan Song · 0 citations

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