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cs.SE2025
Principal Context-aware Diffusion Guided Data Augmentation for Fault Localization
Shihao Fu, Yan Lei
Test cases are indispensable for conducting effective fault localization (FL). However, test cases in practice are severely class imbalanced, i.e. the number of failing test cases…
cs.SE2023
Revisiting and Improving Retrieval-Augmented Deep Assertion Generation
Weifeng Sun, Hongyan Li, Meng Yan +2
Unit testing validates the correctness of the unit under test and has become an essential activity in software development process. A unit test consists of a test prefix that drive…