LeetProof achieves higher rates of fully certified program synthesis from natural language by using a multi-modal verifier in Lean to validate specifications via randomized testing and delegate proofs to AI tools, outperforming single-mode baselines on benchmarks while uncovering defects in prior参考.
O’Hearn, John C
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OptiGPU enables proof-preserving source-to-source compilation to generate safe CUDA code from verified CPU programs by modeling GPU features like kernels, shared memory, and barriers.
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Certified Program Synthesis with a Multi-Modal Verifier
LeetProof achieves higher rates of fully certified program synthesis from natural language by using a multi-modal verifier in Lean to validate specifications via randomized testing and delegate proofs to AI tools, outperforming single-mode baselines on benchmarks while uncovering defects in prior参考.
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Source-to-Source Transformations for GPU Code Generation
OptiGPU enables proof-preserving source-to-source compilation to generate safe CUDA code from verified CPU programs by modeling GPU features like kernels, shared memory, and barriers.