RNA-binding proteins (RBPs) play a significant part in several biological processes the living cell, such as gene regulation and mRNA localization. Several deep learning methods, especially model based on convolutional neural network(CNN), have been used to predict binding sites. However, previous methods fail represent RNA secondary structure features. The traditional generally transform regul...