"neural differential equations" Papers

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DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis

YongKyung Oh, Dong-Young Lim, Sungil Kim

AAAI 2025paperarXiv:2401.04979
4
citations

Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation

Qiyu Kang, Xuhao Li, Kai Zhao et al.

AAAI 2025paperarXiv:2503.16666
3
citations

Learning Spatiotemporal Dynamical Systems from Point Process Observations

Valerii Iakovlev, Harri Lähdesmäki

ICLR 2025oralarXiv:2406.00368
2
citations

Learning to Solve Differential Equation Constrained Optimization Problems

Vincenzo Di Vito Francesco, Mostafa Mohammadian, Kyri Baker et al.

ICLR 2025arXiv:2410.01786
3
citations

Neural Variable-Order Fractional Differential Equation Networks

Wenjun Cui, Qiyu Kang, Xuhao Li et al.

AAAI 2025paperarXiv:2503.16207
8
citations

PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations

Rui She, Sijie Wang, Qiyu Kang et al.

AAAI 2024paperarXiv:2401.03167
3
citations