2025
Marrying LLMs with Dynamic Forecasting: A Graph Mixture-of-expert Perspective
NAACL 2025findings
Dynamical system modeling is a crucial area of research in machine learning with extensive applications in physics and social science. Recent data-driven approaches often employ graph neural networks (GNNs) to learn relationships in dynamical systems using message passing mechanisms. Despite their a…