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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

Yi-Jia Zhang

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2 papers indexed here

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Preprint Sep 2026

Asymmetric Dynamic Routing: Balancing Reasoning Depth and Computational Efficiency in Hypergraph RAG

Asymmetric Dynamic Routing is proposed, an intent-conditioned retrieval framework operating over hierarchical knowledge graphs that maintains strong reasoning performance while reducing prompt token consumption and end-to-end query latency, yielding a favorable quality--efficiency trade-off for query-adaptive Hypergrap...

Qi Sun, Yi-Jia Zhang, Xing-Liang Hou et al. · 0 citations
#artificial intelligence Review Sep 2026

EADC: Evaluation of Advanced and Deep-level Compliance in Large Language Models

Large Language Models (LLMs) have been used in various industries. However, ensuring their compliance with complex laws and regulatory frameworks remains a great challenge. Existing evaluation paradigms mainly rely on static benchmarks that suffer from three severe limitations: First, the compliance rules being used do...

Yan Zhang, Rui-En Li, Yao-Yao Peng et al. · 0 citations

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