@article{graphisanaturalregularizationrevisitingv, title = {Graph is a Natural Regularization: Revisiting Vector Quantization for Graph Representation Learning}, author = {Zian Zhai and Fan Li and Xingyu Tan and Xiaoyang Wang and Wenjie Zhang}, year = {2025}, eprint = {2508.06588}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.06588}, }