277 citations · 297 across the 6 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.CR2021★ 277 cited
Vulnerability Detection with Fine-grained Interpretations
Yi Li, Shaohua Wang, Tien N. Nguyen
Despite the successes of machine learning (ML) and deep learning (DL) based vulnerability detectors (VD), they are limited to providing only the decision on whether a given code is…
cs.SE2021★ 4 cited
Fault Localization with Code Coverage Representation Learning
Yi Li, Shaohua Wang, Tien N. Nguyen
In this paper, we propose DeepRL4FL, a deep learning fault localization (FL) approach that locates the buggy code at the statement and method levels by treating FL as an image patt…
cs.SE2021★ 4 cited
A Context-based Automated Approach for Method Name Consistency Checking and Suggestion
Yi Li, Shaohua Wang, Tien N. Nguyen
Misleading method names in software projects can confuse developers, which may lead to software defects and affect code understandability. In this paper, we present DeepName, a con…