Xiuting Ge
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Static Code Analyzer Recommendation via Preference Mining Open
Static Code Analyzers (SCAs) have played a critical role in software quality assurance. However, SCAs with various static analysis techniques suffer from different levels of false positives and false negatives, thereby yielding the varying…
CooTest: An Automated Testing Approach for V2X Communication Systems Open
Perceiving the complex driving environment precisely is crucial to the safe\noperation of autonomous vehicles. With the tremendous advancement of deep\nlearning and communication technology, Vehicle-to-Everything (V2X)\ncollaboration has t…
A Survey of Source Code Search: A 3-Dimensional Perspective Open
(Source) code search is widely concerned by software engineering researchers because it can improve the productivity and quality of software development. Given a functionality requirement usually described in a natural language sentence, a…
Pre-trained Model-based Actionable Warning Identification: A Feasibility Study Open
Actionable Warning Identification (AWI) plays a pivotal role in improving the usability of static code analyzers. Currently, Machine Learning (ML)-based AWI approaches, which mainly learn an AWI classifier from labeled warnings, are notabl…
Machine Learning for Actionable Warning Identification: A Comprehensive Survey Open
Actionable Warning Identification (AWI) plays a crucial role in improving the usability of static code analyzers. With recent advances in Machine Learning (ML), various approaches have been proposed to incorporate ML techniques into AWI. T…
A Survey of Source Code Search: A 3-Dimensional Perspective Open
(Source) code search is widely concerned by software engineering researchers because it can improve the productivity and quality of software development. Given a functionality requirement usually described in a natural language sentence, a…
Untitled Item Open
Static Analysis Tools (SATs) show potential defect detection ability while their usability is severely hindered by massive unactionable warnings. To improve the usability of SATs, many studies are proposed for Actionable Warning Identifica…
source code, data, surface plot Open
Static analysis tools (SATs) are widely applied to detect defects in software projects. However, SATs are overshadowed by a large number of unactionable warnings, which severely reduces the usability of SATs. To address this problem, the e…
Dataset Open
Static Analysis Tools (SATs) show potential defect detection ability while their usability is severely hindered by massive unactionable warnings. To improve the usability of SATs, many studies are proposed for Actionable Warning Identifica…