The identification of compound-protein interactions (CPIs) is of great importance for drug discovery . Especially in the early drug development stage, a vast number of CPIs are experimentally evaluated to find hit compounds and avoid undesired off-target effects using various biological assay techniques. These experimental approaches are often timeconsuming and expensive 2 . Thus, computational approaches are expected to accelerate the identification of CPIs in drug discovery.