@article{omnitrafficacontrollablegenerationpipeli, title = {OmniTraffic: A Controllable Generation Pipeline and Benchmark for Spatio-Temporal Traffic Reasoning}, author = {Maonan Wang and Zhengyan Huang and Kemou Jiang and Yuhang Fu and Jiayue Zhu and Yuxin Cai and Xingchen Zou and Qiaosheng Zhang and Yi Yu and Ding Wang and Xi Chen and Ben M. Chen and Yuxuan Liang and Zhiyong Cui and Man On Pun and Yirong Chen}, year = {2026}, eprint = {2606.15749}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.15749}, }