Towards More Precise Coincidental Correctness Detection with Deep Semantic Learning

H Xie, Y Lei, M Yan, S Li, X Mao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Coincidental correctness (CC) is a situation during the execution of a test case, the buggy
entity is executed, but the program behaves correctly as expected. Many automated fault …

Combining Coverage and Expert Features with Semantic Representation for Coincidental Correctness Detection

H Xie, Y Lei, M Li, M Yan, S Zhang - Proceedings of the 39th IEEE/ACM …, 2024 - dl.acm.org
Coincidental correctness (CC) can be misleading for developers because it gives the
impression that the code is functioning correctly when there are hidden faults. To mitigate …

Contrastive Coincidental Correctness Representation Learning

M Li, Y Lei, H Xie, J Wang, C Liu… - 2023 IEEE 34th …, 2023 - ieeexplore.ieee.org
A test suite is indispensable for fault localization by providing useful execution information of
its test cases for locating suspicious statements of being faulty. There exists a type of test …

Weight Optimization of Coverage Matrix for Fault Localization

J Hu - 2025 - researchsquare.com
Coverage-based fault localization (CFL) is a widely used technique for localizing faults in
software systems. It relies on the analysis of program execution traces or coverage …