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cs.CL 1

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2026 1

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Constrained Code Generation with Discrete Diffusion

cs.CL · 2026-05-16 · unverdicted · novelty 7.0

Constrained Diffusion for Code (CDC) integrates constraint satisfaction into the reverse denoising process of discrete diffusion models via constraint-aware operators that use optimization and program analysis to steer generation toward feasible programs.

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  • Constrained Code Generation with Discrete Diffusion cs.CL · 2026-05-16 · unverdicted · none · ref 11

    Constrained Diffusion for Code (CDC) integrates constraint satisfaction into the reverse denoising process of discrete diffusion models via constraint-aware operators that use optimization and program analysis to steer generation toward feasible programs.