Alibabacloud, Machine Learning, Graph Representation, Negative Sampling.
of the following figure, negative sampling on distant nodes leads to disastrous consequences. We designed a strategy called inverseDNS. It selects the sample with the lowest score among candidate negative samples and uses it as the negative sample. In other words, it selects farther nodes for