Do We Really Need GCNs in Traffic Forecasting? A Graph-Less Pure-MLP Architecture.

@inproceedings{zhang-2025-really, author = {Yudong Zhang and Xu Wang and Xuan Yu and Kuo Yang and Zhengyang Zhou and Yang Wang}, editor = {Guodong Long and Michale Blumestein and Yi Chang and Liane Lewin-Eytan and Zi Huang and Elad Yom-Tov}, title = {{Do We Really Need GCNs in Traffic Forecasting? A Graph-Less Pure-MLP Architecture}}, booktitle = {{Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025}}, pages = {1529--1533}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3701716.3715464}, doi = {https://doi.org/10.1145/3701716.3715464} }