@article{dowereallyneedtransformersforglobalspati,
  title = {Do We Really Need Adaptive Global Spatial Attention for Traffic Forecasting?},
  author = {Qihang Zhang and Siyao Zhang and Letao Kang and Wenzhe Liang and Miao Zhang and Zhao Zhang},
  year = {2026},
  eprint = {2607.12462},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.12462},
}