Guancheng Wang
2 papers · Latest:
Software Engineering
Characterizing the Failure Modes of LLMs in Resolving Real-World GitHub Issues
This paper analyzes LLM failures in resolving GitHub issues, revealing strategy formulation as the most error-prone stage and localization as the least.
2605.12270
Software EngineeringCall-Chain-Aware LLM-Based Test Generation for Java Projects
CAT is a novel LLM-based test generation approach for Java that uses call-chain and dependency contexts to create more effective unit tests.
2604.22046
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