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cs.SE2026
Industrial Practice of LLM-Based Test Case Carving and Assertion Generation (Experience Paper)
Haozhen You, Zhen Dong, Jingjing Wang +2
Enterprise regression testing for microservice systems is often constrained by incomplete or outdated documentation. In practice, QA engineers frequently rely on real execution tra…
cs.SE2026
RESTOR: Automated Test Oracle Generation for RESTful APIs via Reinforcement Learning
Xun Zhou, Zhen Dong, Mingyu Ren +6
Modern REST API testing faces a critical challenge in defining reliable test oracles, particularly in agile industrial environments where formal specifications (e.g., OpenAPI) are…