From the 1 of 4 linked papers with an AI index.
4 papers
DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection
Mingyang Sun, Guozhu Meng
The paper introduces DREA, a system that separates reasoning and exploration into two agents to improve vulnerability detection across entire code repositories using large language…
When Code Crosses Borders: A Security-Centric Study of LLM-based Code Translation
Hailong Chang, Guozhu Meng, Shuhui Xiao +3
Code translation is crucial for cross-language codebase migration, and large language models (LLMs) have emerged as a promising technique to automate this process. However, the sec…
NeuroDeX: Unlocking Diverse Support in Decompiling Deep Neural Network Executables
Yilin Li, Guozhu Meng, Mingyang Sun +4
On-device deep learning models have extensive real world demands. Deep learning compilers efficiently compile models into executables for deployment on edge devices, but these exec…
Deep Learning-based Software Engineering: Progress, Challenges, and Opportunities
Xiangping Chen, Xing Hu, Yuan Huang +23
Researchers have recently achieved significant advances in deep learning techniques, which in turn has substantially advanced other research disciplines, such as natural language p…