Skip to content
Log in
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

Juxin Niu

h-index 2 View on Semantic Scholar

We have 3 of 8 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

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
Conference Aug 2026

Edge-AdaptiveKG: Resource-Efficient Knowledge Graph Construction for RAG on Edge Devices

Integrating Knowledge Graphs (KGs) into Retrieval-Augmented Generation (RAG) can substantially improve LLM performance on complex question answering (QA) by reducing hallucinations and supplying structured context. However, building high-quality KGs over large corpora for edge scenarios is challenging: cloud-based proc...

Yuyu Du, Ju-Xin Niu, Chun Jason Xue 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

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.