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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

Lei Hu

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Jul 2026

RIP-Guided Graph Evidence for LLM-Based Equivalent Mutant Detection

This work proposes an RIP (Reach–Infect–Propagate)-guided, LLM-assisted approach for equivalent mutant detection, which improves F1 by 4.81–64.34 percentage points and maintains its advantage under cross-project evaluation.

Lei Hu, Xiangjuan Yao, Changqing Wei et al. · 0 citations

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