Isaac Osafo Nkansah

Generalizing CNNs to graphs with learnable neighborhood quantization

Convolutional neural networks (CNNs) have led to a revolution in analyzing array data. However, many important sources of data, such as biological and social networks, are naturally structured as graphs rather than arrays, making the design of graph neural network (GNN) architectures that retain the…