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论文阅读：Spectral Networks and Deep Locally Connected Networks on Graphs目录Abstract1 Introduction1.1 Contributions2 Spatial Construction2.1 Locality via W2.2 Multiresolution Analysis on Graphs2.3 Deep Locally Connected Networks3 Spectral Construction3.1 Harmoni

论文阅读：SEMI-SUPERVISED CLASSIFICATION WITH GRAPH CONVOLUTIONAL NETWORKS目录Abstract1.INTRODUCTION2.FAST APPROXIMATE CONVOLUTIONS ON GRAPHS2.1 Spectral Graph Convolutions2.2 Layer-Wise Linear Model3 Semi-Supervised Node Classification3.1 Example3.2 Implementati

Low-dimensional embeddings of nodes in large graphs have proved extremely useful in a variety of prediction tasks, from content recommendation to identifying protein functions. However, most existing approaches require that all nodes in the graph are prese