THE ROBUSTNESS OF DIFFERENTIABLE CAUSAL DISCOVERY IN MISSPECIFIED SCENARIOS - Yi, Huiyang; He, Yanyan; Chen, Duxin; Kang, Mingyu; Wang, He; Yu, Wenwu (International Conference on Learning Representations, 2025)