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cs.SE2024
Write Your Own CodeChecker: An Automated Test-Driven Checker Development Approach with LLMs
Jun Liu, Yuanyuan Xie, Jiwei Yan +3
With the rising demand for code quality assurance, developers are not only utilizing existing static code checkers but also seeking custom checkers to satisfy their specific needs.…
cs.SE2024
Better Debugging: Combining Static Analysis and LLMs for Explainable Crashing Fault Localization
Jiwei Yan, Jinhao Huang, Chunrong Fang +2
Nowadays, many applications do not exist independently but rely on various frameworks or libraries. The frequent evolution and the complex implementation of framework APIs induce m…
cs.SE2024
Fix the Tests: Augmenting LLMs to Repair Test Cases with Static Collector and Neural Reranker
Jun Liu, Jiwei Yan, Yuanyuan Xie +2
During software evolution, it is advocated that test code should co-evolve with production code. In real development scenarios, test updating may lag behind production code changin…