4 papers
TVR: Automotive System Requirement Traceability Validation and Recovery Through Retrieval-Augmented Generation
Feifei Niu, Rongqi Pan, Lionel C. Briand +1
In automotive software development, as well as other domains, traceability between stakeholder requirements and system requirements is crucial to ensure consistency, correctness, a…
Supporting System Testing with a Multi-Agent LLM-based Framework for Knowledge Graph Extraction: A Case Study with Ethernet Switch Systems
Rongqi Pan, Mahboubeh Dadkhah, Jean Baptiste Minani +3
Technical documents contain rich domain knowledge for automating downstream tasks such as system testing. While this paper focuses on Ethernet switch configuration manuals (ESCMs),…
Requirements Coverage-Guided Minimization for Natural Language Test Cases
Rongqi Pan, Feifei Niu, Lionel C. Briand +1
As software systems evolve, test suites tend to grow in size and often contain redundant test cases. Such redundancy increases testing effort, time, and cost. Test suite minimizati…
LTM: Scalable and Black-box Similarity-based Test Suite Minimization based on Language Models
Rongqi Pan, Taher A. Ghaleb, Lionel Briand
Test suites tend to grow when software evolves, making it often infeasible to execute all test cases with the allocated testing budgets, especially for large software systems. Test…