@article{tagdlmdiffusionlanguagemodelsfortextattr, title = {TAG-DLM: Diffusion Language Models for Text-Attributed Graph Learning}, author = {Lingjie Chen and Yuanchen Bei and Haobo Xu and Yanjun Zhao and Yuzhong Chen and Hanghang Tong}, year = {2026}, eprint = {2606.31166}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.31166}, }