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Yu-Gyeom Kim

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Open access Jul 2026

Uncertainty-Aware Speculative Decoding for Diffusion Language Models in Long Document Generation

Uncertainty-Aware Speculative Decoding for Diffusion Language Models (UASD-DLM), a complementary inference scheduler for long document generation that improves the speed-memory trade-off over fixed-depth speculative decoding and recovers technical-term accuracy lost by summary-free windowing.

Yu-Gyeom Kim · 0 citations