New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...

Abstract: Graph Neural Networks (GNNs) have demonstrated strong potential for identifying software vulnerabilities by leveraging the structured representation of code as graphs. In this paper, we ...