@article{sketchaugmentedfeaturesimprovelearninglo, title = {Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks}, author = {Ryien Hosseini and Filippo Simini and Venkatram Vishwanath and Rebecca Willett and Henry Hoffmann}, year = {2025}, eprint = {2511.03824}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.03824}, }