Before revision:  Meanwhile, the visualization of the self-attention demonstrates how different atoms affect the prediction performance, which brings in the interpretability of deep learning modelsout of the black-box .
After revision:  Meanwhile, visualization results of the node importance are consistent with prior knowledge, which confirms the interpretability power of MV-GNN models .