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Jianlei Chi

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#software testing Open access Oct 2026

MuMuTestUp: Mutation-Based Multi-agent Test Case Update

Modern software systems evolve rapidly under continuous integration and deployment (CI/CD) practices, in which tests act as critical gatekeepers of software quality. However, when substantial code changes are introduced, existing test cases may become obsolete, leading to compilation failures, erroneous test behaviors,...

Dawei Tian, Jiakun Liu, Yun Peng et al. · 0 citations
#software testing Open access Oct 2026

Mutation-based multi-agent test case update

Modern software systems evolve rapidly under CI/CD practices, where tests are critical for quality. However, substantial code changes often render existing test cases obsolete, causing pipeline disruptions, reduced productivity, and compromised quality. Recent automatic test update approaches leverage LLMs to refine te...

Dawei Tian, Jiakun LIU, Yun Peng et al. · 0 citations

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