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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Dibyendu Brinto Bose

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Jul 2026

Repository-Aware Metamorphic Relation Generation for Augmented Reality Applications using Large Language Models

The results show that combining repository-aware MR generation with reasoning-based refinement enables scalable construction of reliable, domain-relevant test oracles, and a manual oracle study shows refined relations are both logically valid and sufficiently concrete to be directly translated into test assertions.

Dibyendu Brinto Bose, Jiawei Qin, Chris Brown · 0 citations

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