@article{simplifyinggraphtransformers, title = {Plain Transformers Can be Powerful Graph Learners}, author = {Liheng Ma and Soumyasundar Pal and Yingxue Zhang and Philip H. S. Torr and Mark Coates}, year = {2025}, eprint = {2504.12588}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.12588v2}, }