Max SY Lau

EARTH: Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph

Effective epidemic forecasting is critical for public health strategies and efficient medical resource allocation, especially in the face of rapidly spreading infectious diseases. However, existing deep-learning methods often overlook the dynamic nature of epidemics and fail to account for the speci…