@article{jing2026counterscene, title={CounterScene: Counterfactual Causal Reasoning in Generative World Models for Safety-Critical Closed-Loop Evaluation}, author={Jing, Bowen and Hao, Ruiyang and Zhou, Weitao and Yu, Haibao}, journal={arXiv preprint arXiv:2603.21104}, year={2026} }