@article{grappagradientonlycommunicationforscalab, title = {Grappa: Gradient-Only Communication for Scalable Graph Neural Network Training}, author = {Chongyang Xu and Christoph Siebenbrunner and Laurent Bindschaedler}, year = {2026}, eprint = {2602.01872}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.01872}, }