Lanlan Chen

Signed Graph Neural Ordinary Differential Equation for Modeling Continuous-Time Dynamics

Modeling continuous-time dynamics constitutes a foundational challenge, and uncovering inter-component correlations within complex systems holds promise for enhancing the efficacy of dynamic modeling. The prevailing approach of integrating graph neural networks with ordinary differential equations h…