@article{towardsgraphneuralnetworksforprovably, title = {Towards graph neural networks for provably solving convex optimization problems}, author = {Chendi Qian and Christopher Morris}, year = {2025}, eprint = {2502.02446}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.02446v1}, }