@article{scalegnntowardsscalablegraphneural, title = {ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion}, author = {Xiang Li and Jianpeng Qi and Haobing Liu and Yuan Cao and Guoqing Chao and Zhongying Zhao and Junyu Dong and Yanwei Yu}, year = {2025}, eprint = {2504.15920}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.15920v4}, }