Hoa Khanh Dam

DeepSoft: a vision for a deep model of software

2016

Although software analytics has experienced rapid growth as a research area, it has not yet reached its full potential for wide industrial adoption. Most of the existing work in software analytics still relies heavily on …

A deep tree-based model for software defect prediction

2018 · arXiv (Cornell University)

Defects are common in software systems and can potentially cause various problems to software users. Different methods have been developed to quickly predict the most likely locations of defects in large code bases. Most of …

Human-understandable explanation for software vulnerability prediction

2025 · Journal of Systems and Software

Recent advances in deep learning have significantly improved the performance of software vulnerability prediction (SVP). To enhance trustworthiness, the SVP highlights predicted lines of code (LoC) that may be vulnerable. However, providing LoC alone is …