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Running environment: BlogCatalog: CPU: Intel(R) Xeon(R) CPU E5-2620 v3 @ 2.40GHz. Wiki, Cora: CPU: Intel(R) Core(TM) i5-7267U CPU @ 3.10GHz. We show the node classification results of various methods in different datasets. We set representation dimension to 128,kstep=4in GraRep. ...
Accorind to the occurrence frequecies, randomly select a node context pair and update the corresponding gradients. Repeat step 3 until a pre-defined number of iterations elapsed. Please run the "UPPSNERun.sh" file to run this implementation on the Facebook network. The format of the input ne...