@article{xu2026fast,
  author={Xu, Jing and Shi, Wentao and Ren, Sheng and Zhang, Lijuan and Yang, Weikai and Gao, Pan and Qin, Jie},
  journal={IEEE Intelligent Transportation Systems Transactions}, 
  title={Fast Wrong-way Cycling Detection in CCTV Videos: Sparse Sampling is All You Need}, 
  year={2026},
  volume={},
  number={},
  pages={1-10},
  note={to appear},
}