@article{continuousdiffusionscalescompetitivelywi, title = {Continuous Diffusion Scales Competitively with Discrete Diffusion for Language}, author = {Zhihan Yang and Wei Guo and Shuibai Zhang and Subham Sekhar Sahoo and Yongxin Chen and Arash Vahdat and Morteza Mardani and John Thickstun}, year = {2026}, eprint = {2605.18530}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.18530}, }