@article{onthecomputationalcapabilityofgraph, title = {On the Computational Capability of Graph Neural Networks: A Circuit Complexity Bound Perspective}, author = {Xiaoyu Li and YIngyu Liang and Zhenmei Shi and Zhao Song and Wei Wang and Jiahao Zhang}, year = {2025}, eprint = {2501.06444}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.06444v1}, }