@article{outsmartingthechameleoncounterfactualdec,
  title = {Outsmarting the Chameleon: Counterfactual Decoupling for Tactical OOD Shifts in Live Streaming Risk Assessment},
  author = {Yiran Qiao and Jing Chen and Jiaqi Xu and Yang Liu and Qiwei Zhong and Xiang Ao},
  year = {2026},
  eprint = {2606.02946},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.02946},
}