This is the repository of our accepted AAAI 2022 paper "Graph Neural Controlled Differential Equations for Traffic Forecasting". Paper is available on arxiv.

TL;DR: We introduce a scalable solver for the mechanistic neural networks that reduces time and memory costs from cubic/quadratic to linear in the sequence length, enabling long-horizon scientific ...