Abstract: Large Language Models (LLMs) have transformed code assistants by enabling personalization, interactivity, and higher abstraction. However, these assistants often struggle with a common ...

We combined the static features, spatial features, and deep neural networks by representing source code as graphs and trained Graph Neural Network (GNN) for automatically finding suitable optimization ...

Abstract: Programming language source code vulnerability mining is crucial to improving the security of software systems, but current research is mostly focused on the C language field, with little ...