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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

Ran Yan

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Sep 2026

Rethinking LLM-aided RTL Code Optimization Via Timing Logic Metamorphosis

A metamorphic testing based evaluation method and a companion benchmark to measure the effectiveness of LLM-aided RTL code optimization show that LLM-aided methods effectively optimize logic operations and data paths, achieving lower or stable wire counts and area with delays near baseline.

Zhi-Hao Xu, Bi-Xin Li, Ran Yan et al. · 0 citations

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