One of the key challenges in protein-protein interaction (PPI) prediction is harnessing the wealth of biological data available from diverse sources and integrating it effectively into the modeling process. The integration of multiomics and biological data not only improves predictive accuracy but also provides a holistic view of the underlying biological mechanisms.