@article{constraintsguideddiffusionreasonerforneu, title = {Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning}, author = {Xuan Zhang and Zhijian Zhou and Weidi Xu and Yanting Miao and Chao Qu and Yuan Qi}, year = {2025}, eprint = {2508.16524}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.16524}, }