Graph Neural Networks (GNNs) have been widely applied in Collaborative Filtering (CF) and have demonstrated powerful capabilities in recommender systems (RSs). In recent years, there has been a heated debate on whether the non-linear propagation mechanism in Graph Convolutional Networks (GCNs) is ...