Alibabacloud, Machine Learning, Graph Representation, Negative Sampling.
the inner product of the current encoder. This approach is similar to the technique in RotatE [1] and is very time-consuming. Each sampling operation requires O(n) time complexity, which makes it difficult to apply this approach to a large number of graphs. Our MCNS sampling approach uses the