Alibabacloud, Machine Learning, Graph Representation, Negative Sampling.
complexity of the negative sampling process and imports the negative and positive samples to the encoder to acquire the vector representations of nodes. To train the model parameters, we replaced the binary cross-entropy loss function with hinge loss. The basic idea is to maximize the inner product