89 citations · 89 across the 4 of their papers we have counts for
4 papers
DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection
Mingyang Sun, Guozhu Meng
Large language models (LLMs) are increasingly applied to vulnerability detection due to their strong code comprehension capabilities, but most existing approaches rely on isolated…
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…