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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

Yirui Dong

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Preprint Aug 2026

ExeCRE: Execution-Consistency Guided Reliability Estimation for Self-Correcting Code Generation

ExeCRE is an Execution-Consistency guided code Reliability Estimation framework that estimates code reliability by statistically analyzing consistency patterns in execution outputs over a large number of randomly generated inputs, and applies the Dawid-Skene model to infer latent code reliability.

Yirui Dong, Richong Zhang, Fanshuang Kong et al. · 0 citations

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