@article{mambabasedgraphconvolutionalnetworks, title = {Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space}, author = {Xin He and Yili Wang and Wenqi Fan and Xu Shen and Xin Juan and Rui Miao and Xin Wang}, year = {2025}, eprint = {2501.15461}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.15461v2}, }