Alibabacloud, Machine Learning, Graph Representation, Negative Sampling.
that MCNS surpasses all baselines in both situations where network embeddings and a GNN are used as encoders. Finally, we conducted additional experiments to gain deeper insights into MCNS. In the previous theoretical part, we analyzed negative sampling strategies in terms of objective function and