@inproceedings{xie-etal-2026-advancing, title = "Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards", author = "Xie, Shaoan and Kong, Lingjing and Song, Xiangchen and Dong, Xinshuai and Chen, Guangyi and Xing, Eric P. and Zhang, Kun", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1978/", pages = "42703--42720", ISBN = "979-8-89176-390-6" }