Abstract Graph Neural Networks (GNNs) excel in compound property and activity prediction. but the choice of molecular graph representations significantly influences model learning and interpretation. While atom-level molecular graphs resemble natural topology. they overlook key substructures or functional groups and their interpretation partially aligns with chemical intuition. https://safeersappliancers.shop/product-category/bosch-sks62e22eu-compact-dishwasher-white/