# DE

### On Neural Differential Equations

The conjoining of dynamical systems and deep learning has become a topic of great interest. In particular, neural differential equations (NDEs) demonstrate that neural networks and differential equation are two sides of the same coin. Traditional...

# PDE on graph

- ICML 2020 Continuous Graph Neural Networks
- [1911.07532] Graph Neural Ordinary Differential Equations
- ICML 2021 GRAND: Graph Neural Diffusion / [blog]
- GRAND++: Graph Neural Diffusion with A Source Term | OpenReview
- NIPS 2020: DiffGCN: Graph Convolutional Networks via Differential Operators and Algebraic Multigrid Pooling
- Ordinary differential equations on graph networks | OpenReview
- Continuous Graph Flow | OpenReview
- [2102.10739] Dissecting the Diffusion Process in Linear Graph Convolutional Networks