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Devyani Singh

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#software testing Preprint Sep 2026

Verified Learning for Compiler Optimization: An LLM-Guided Architecture with Formal Control

This work fine-tune a code-centric LLM on transformations produced by Wyvern and embed Alive2 into a feedback loop that enforces semantic preservation for every generated rewrite, demonstrating that generative AI components can be safely integrated into compiler pipelines through deterministic validation and structured...

Devyani Singh, Rong Feng, Suman Saha · 0 citations

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