@article{depcapadaptiveblockwiseparalleldecodingf, title = {DepCap: Adaptive Block-Wise Parallel Decoding for Efficient Diffusion LM Inference}, author = {Xiang Xia and Wuyang Zhang and Jiazheng Liu and Cheng Yan and Yanyong Zhang}, year = {2026}, eprint = {2604.15750}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.15750}, }