Structure Over Signal: A Globalized Approach to Multi-relational GNNs for Stock Prediction

Amber Li, Aruzhan Abil, Juno Marques Oda

In financial markets, Graph Neural Networks have been successfully applied to modeling relational data, effectively capturing nonlinear inter-stock dependencies. Yet, existing mode…