Sun, X. et al. 2026. State-Derivative-Aware Neural Controlled Differential Equations for Multivariate Time Series Anomaly Detection and Diagnosis. Proceedings of the AAAI Conference on Artificial Intelligence. 40, 30 (Mar. 2026), 25727–25735. DOI:https://doi.org/10.1609/aaai.v40i30.39770.