Informed, but Not Always Improved: Challenging the Benefit of Background Knowledge in GNNs

Kutalmış Coşkun, Ivo Kavisanczki, Amin Mirzaei +4

In complex and low-data domains such as biomedical research, incorporating background knowledge (BK) graphs, such as protein-protein interaction (PPI) networks, into graph-based ma…