Learnable Path in Neural Controlled Differential Equations.
CoRR, 2023
Hawkes Process Based on Controlled Differential Equations.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Learnable Path in Neural Controlled Differential Equations.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations.
Proceedings of the Tenth International Conference on Learning Representations, 2022
TimeKit: A Time-series Forecasting-based Upgrade Kit for Collaborative Filtering.
Proceedings of the IEEE International Conference on Big Data, 2022