2 papers
cs.SE2026
Understanding Software Defect Prediction: A Large-scale Empirical Study Across Uncertainty Quantification and Performance Evaluation
Ranjun Peng, Xuan Xie, Rubing Huang +2
Software defect prediction (SDP) classifiers produce probabilities used for inspection prioritization, threshold tuning, and risk communication. Probability-based uncertainty quant…
cs.SE2026
MASTOR: A Multi-Agent Approach to Semantic Test Oracle Generation for RESTful APIs
Sida Deng, Rubing Huang, Zhenzhen Yang +3
Existing automated RESTful API testing approaches commonly rely on simple checks (e.g., HTTP status codes, schema conformance), which are insufficient for detecting semantic faults…