QPipe deploys specialized LLM agents for parsing, formulation, code generation, review, execution and verification to produce quantum applications from 20 natural-language test-optimization requirements, reporting 100% compilation and 96.7% execution success with solutions that beat a genetic-algori
Test optimization in dnn testing: a survey.ACM Transactions on Software Engineering and Methodology, 33 (4):1–42, 2024
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Leveraging LLM-Based Agentic Systems to Generate Quantum Applications for Test Optimization
QPipe deploys specialized LLM agents for parsing, formulation, code generation, review, execution and verification to produce quantum applications from 20 natural-language test-optimization requirements, reporting 100% compilation and 96.7% execution success with solutions that beat a genetic-algori