CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios. - Huiyang Yi; Xiaojian Shen; Yonggang Wu; Duxin Chen; He Wang 006; Wenwu Yu (CoRR, 2026)