most citedLarge Language Model with Graph Convolution for Recommendation

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cs.SE2026

VulReaD: Knowledge-Graph-guided Software Vulnerability Reasoning and Detection

Samal Mukhtar, Yinghua Yao, Zhu Sun +3

Software vulnerability detection (SVD) is a critical challenge in modern systems. Large language models (LLMs) offer natural-language explanations alongside predictions, but most w…