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Author

Huihui Huang

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#small language model Preprint Sep 2026

Path2Spec: Path-Aware Specification Generation via Large Language Models

This work introduces Path2Spec, a divide-and-conquer framework that leverages LLMs to extract all execution paths from an input program, generates path-specific specifications for each, and merges them into a comprehensive overall specification.

Dan Huang, Zhensu Sun, Hui-Hui Huang et al. · 0 citations
Preprint Sep 2026

Towards Scalable and Cost-Efficient Vulnerability Detection: A Study on Automatic Query Generation

Static analysis remains a cornerstone of software security, yet the effectiveness of tools such as CodeQL is often limited by the substantial manual effort required to develop high-coverage query suites. While large language models (LLMs) have emerged as a potential solution for automated code reasoning, their practica...

I. Irsan, Ratnadira Widyasari, Huihui Huang et al. · 0 citations

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