Author

Shurui Zhou

h-index 0 View on Semantic Scholar

We have 2 of 2 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#large language models Jul 2026

Evaluating and Mitigating the Misguidance Effect of Buggy Code in LLM-Generated Unit Tests

A specification-based unit test generation paradigm that replaces the code under test in the prompt with an LLM-generated specification docstring is introduced, showing that this paradigm effectively reduces misguided tests while substantially increasing effective tests, improves multi-round, feedback-driven test gener...

Junda Zhao, Shurui Zhou, Eldan Cohen · arXiv.org · 1 citation

Jul 2026

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study)

It is found that the usefulness of coverage and mutation is highly context-dependent: in regression-style settings where the code provided to the LLM can be reasonably assumed bug-free, these metrics can provide meaningful signals when comparing across models; in another common scenario where the code-under-test may al...

Junda Zhao, Shurui Zhou, Eldan Cohen · arXiv.org · 0 citations