@article{dynhdhallucinationdetectionfordiffusionl, title = {DynHD: Hallucination Detection for Diffusion Large Language Models via Denoising Dynamics Deviation Learning}, author = {Yanyu Qian and Yue Tan and Yixin Liu and Wang Yu and Shirui Pan}, year = {2026}, eprint = {2603.16459}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.16459}, }