Sun, Xin, et al. “State-Derivative-Aware Neural Controlled Differential Equations for Multivariate Time Series Anomaly Detection and Diagnosis”. Proceedings of the AAAI Conference on Artificial Intelligence, vol. 40, no. 30, Mar. 2026, pp. 25727-35, doi:10.1609/aaai.v40i30.39770.