3 papers
cs.SE2026
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),…
cs.SE2025
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…
cs.SE2025
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…