Fig. 3
From: Combining sequence and network information to enhance protein–protein interaction prediction
The framework of our method. There are two phases, representation phase and prediction phase. In representation phase, we apply GCNs to capture the position information and get the final representation matrix by combining sequence information and position information. In prediction phase, we take the representation matrix as inputs and use DNN modules to extract high-level features and make predictions