4 papers
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Enterprise regression testing for microservice systems is often constrained by incomplete or outdated documentation.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…
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…
LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents
Ke Zhang, Chenxi Zhang, Chong Wang +6
Automated testing for REST APIs has become essential for ensuring the correctness and reliability of modern web services. While existing approaches primarily focus on detecting ser…
LLM Based Input Space Partitioning Testing for Library APIs
Jiageng Li, Zhen Dong, Chong Wang +4
Automated library APIs testing is difficult as it requires exploring a vast space of parameter inputs that may involve objects with complex data types. Existing search based approa…