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J. Jang

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Preprint Aug 2026

Dependency-Aware Revocable Decoding for Efficient Diffusion Large Language Model Inference

DARD is proposed, a training-free framework that separates tokens into masked, candidate, and unmasked states and adaptively regulates their influence on subsequent decoding, and consistently improves the speed-quality Pareto frontier over recent revocable decoding methods.

Woo-Soon Park, Insu Lee, Minyoung Noh et al. · 1 citation