Before revision:  In this paper, we first introduce attentions in the spectral domain of graphs . Accordingly, we present Spectral Graph Attention Network (SpGAT) that learn representations for different frequency components regarding weighted filters and graph wavelets bases.
After revision:  In this paper, we first introduce attentions in the spectral domain of graphs and present Spectral Graph Attention Network (SpGAT) that learn representations for different frequency components regarding weighted filters and graph wavelets bases.