@article{learningspatiotemporalsensitivityinvideo, title = {Learning Spatiotemporal Sensitivity in Video LLMs via Counterfactual Reinforcement Learning}, author = {Dazhao Du and Jian Liu and Jialong Qin and Tao Han and Bohai Gu and Fangqi Zhu and Yujia Zhang and Eric Liu and Xi Chen and Song Guo}, year = {2026}, eprint = {2605.21988}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.21988}, }