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cs.SE2022
A Bayesian Framework for Automated Debugging
Sungmin Kang, Wonkeun Choi, Shin Yoo
Debugging takes up a significant portion of developer time. As a result, automated debugging techniques including Fault Localization (FL) and Automated Program Repair (APR) have ga…
cs.SE2022★ 7 cited
Large Language Models are Few-shot Testers: Exploring LLM-based General Bug Reproduction
Sungmin Kang, Juyeon Yoon, Shin Yoo
Many automated test generation techniques have been developed to aid developers with writing tests. To facilitate full automation, most existing techniques aim to either increase c…
cs.SE2022
GLAD: Neural Predicate Synthesis to Repair Omission Faults
Sungmin Kang, Shin Yoo
Existing template and learning-based APR tools have successfully found patches for many benchmark faults. However, our analysis of existing results shows that omission faults pose…