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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Zhi Jin

h-index 29 View on Semantic Scholar

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Preprint Sep 2026

COMPASS: Predicting the Relationship of Multiple Patches for Vulnerabilities with LLMs

Modern software heavily relies on code reuse, so upstream vulnerability fixes do not automatically propagate to downstream codebases. Downstream maintainers must manually adopt patches to eliminate known risks. In practice, a single vulnerability often corresponds to multiple patches, which greatly complicates downstre...

Yi Song, Dong-Chen Xie, Xiao-Yuan Xie et al. · 0 citations
Preprint Aug 2026

PRAXIS: Graph-Grounded Tacit Knowledge for Domain Code Generation

PRAXIS is a framework that enables agents to systematically extract, represent, and reuse tacit knowledge for domain code generation and outperforms state-of-the-art agents equipped with powerful agentic search capabilities, as well as experience-based and skill-based methods.

Xue Jiang, Tianyue H. Zhang, Ling-Wei Wu et al. · 0 citations

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