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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

Nan Guan

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Preprint Oct 2026

Evidence-Guided Repository-Level RTL Repair

Repository-level RTL repair must localize a failure that spans files, modules, and clock cycles, then propagate the fix consistently. Existing methods reason over source code, which reveals possible behaviors but not the failed execution, and cannot tell whether a local fix was propagated consistently. We therefore pre...

Yu-Xin Du, Ju-Xin Niu, Zhe Jiang et al. · 0 citations
Preprint Aug 2026

SeqFeed: Improving Agentic RTL Code Generation with Sequential Behavior Feedback

Experimental results across multiple LLMs demonstrate the effectiveness of SeqFeed, which comprises two complementary mechanisms: an SQL-like waveform query language that enables agents to anchor queries to semantic events and sample signal values at relative time points, and a dependency graph that tracks signal propa...

Yu-Xin Du, Ju-Xin Niu, Tao Hu et al. · 0 citations

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