Knowledge-Guided Synthetic Bug Feedback for LLM-Based Unit Test Generation

Ziheng Wang, Maike Li, Chen Zhi

Large language models (LLMs) have opened new opportunities for unit test generation, but executable tests do not necessarily reveal real defects. This paper studies how historical…