@article{admformeranadaptivedecompositiontransfor, title = {ADMFormer: An Adaptive-Decomposition Transformer with Time-Varying Masked Spatial Attention for Traffic Forecasting}, author = {Ruiwen Gu and Qitai Tan and Yahao Liu and Xiao-Ping Zhang}, year = {2026}, eprint = {2605.25543}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.25543}, }