Wei Zheng

ReCDroid: Automatically Reproducing Android Application Crashes from Bug Reports

2019

The large demand of mobile devices creates significant concerns about the quality of mobile applications (apps). Developers heavily rely on bug reports in issue tracking systems to reproduce failures (e.g., crashes). However, the process of …

An Empirical Study of High-Impact Factors for Machine Learning-Based Vulnerability Detection

2020

Ahstract-Vulnerability detection is an important topic of software engineering. To improve the effectiveness and efficiency of vulnerability detection, many traditional machine learning-based and deep learning-based vulnerability detection methods have been proposed. However, the impact of …

Interpretable Software Defect Prediction Incorporating Multiple Rules

2023

Software defect prediction models are of great importance in software testing, however, they also face the problem of model uninterpretability. Association rules have good accuracy and interpretability, being widely used in interpretable rule mining scenarios, …