Progressive Refinement Regulation for Accelerating Diffusion Language Model Decoding. - Lipeng Wan 003; Jianhui Gu; Junjie Ma; Jianguo Huang; Shiguang Sun; Siyuan Li; Xuguang Lan (CoRR, 2026)

GeoBlock: Inferring Block Granularity from Dependency Geometry in Diffusion Language Models. - Lipeng Wan 003; Junjie Ma; Jianhui Gu; Zeyang Liu 001; Xuyang Lu; Xuguang Lan (CoRR, 2026)