TraceQuery: learning what to recompute from full-denoising trajectory in diffusion language models.

arXiv:2610.33008v1 Announce Type: cross Abstract: Diffusion large language models (dLLMs) enable flexible generation through iterative masked denoising, but incur substantial inference cost because token representations are repeatedly recomputed across denoisi