@article{longhorizontrafficforecastingviaincident, title = {Long-Horizon Traffic Forecasting via Incident-Aware Conformal Spatio-Temporal Transformers}, author = {Mayur Patil and Qadeer Ahmed and Shawn Midlam-Mohler and Stephanie Marik and Allen Sheldon and Rajeev Chhajer and Nithin Santhanam}, year = {2026}, eprint = {2603.16857}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.16857}, }