ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion.

@inproceedings{tummarello-2026-scalegnn, author = {Giovanni Tummarello and Xiang Li and Haobing Liu and Yuan Cao and Christian Morbidoni and Jianpeng Qi and Haobing Liu and Giovanni Tummarello and Yuan Cao and Christian Morbidoni and Guoqing Chao and Zhongying Zhao and Junyu Dong and Xinwang Liu and Yanwei Yu}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {980--991}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792347}, doi = {https://doi.org/10.1145/3774904.3792347} }