Author

Zhihan Zhang

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Review Aug 2026

ReviewTestFuse: Fusing review-guided and direct test generation for deployable regression testing

Results support a focused conclusion: LLM-generated review is most useful as complementary semantic guidance when paired with deployment-oriented test selection, rather than as a standalone testing artifact.

Huixiang Zhen, Zhihan Zhang · International Conference on... · 0 citations