MessageShift: Fine-Grained Data Augmentation for Graph Neural Networks.

@inproceedings{lu-2026-messageshift, author = {Weigang Lu and Zheng Liang and Yaming Yang and Ziyu Zheng and Meng Yan and Beilei Ling and Ziyu Guan and Wei Zhao}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{MessageShift: Fine-Grained Data Augmentation for Graph Neural Networks}}, 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 = {1059--1067}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792426}, doi = {https://doi.org/10.1145/3774904.3792426} }