[1711.08267] GraphGAN: Graph Representation Learning with Generative ...
2017年11月22日 · In this paper, we propose GraphGAN, an innovative graph representation learning framework unifying above two classes of methods, in which the generative model and …
GitHub - liutongyang/GraphGAN-pytorch: (Still in coding)A …
GraphGAN unifies two schools of graph representation learning methodologies: generative methods and discriminative methods, via adversarial training in a minimax game.
GraphGAN: Graph Representation Learning with Generative Adversarial ...
2017年11月22日 · In this paper, we propose GraphGAN, an innovative graph representation learning framework unifying above two classes of methods, in which the generative model and …
In this paper, we propose Graph-GAN, an innovative graph representation learning framework unifying above two classes of methods, in which the genera-tive model and discriminative …
GraphGAN: Generative Adversarial Networks for Graphs
2024年3月15日 · GraphGAN Framework. Let G = (V, E) be the given graph, where V = {v₁, …, vₙ } represents the set of vertices and E = {eₖₗ} where (i,j) goes from 1 to n represents the set of …
hyunjin72/GraphGAN-PyTorch: PyTorch implementation of GraphGAN - GitHub
This repository is a PyTorch implementation of GraphGAN (arXiv). The code has been tested running under Python 3.8.12, with the following packages installed (along with their …
(PDF) GraphGAN: Graph Representation Learning with Generative ...
2017年11月22日 · In this paper, we propose GraphGAN, an innovative graph representation learning framework unifying above two classes of methods, in which the generative model and …
GitHub - hwwang55/GraphGAN: A tensorflow implementation of GraphGAN …
GraphGAN unifies two schools of graph representation learning methodologies: generative methods and discriminative methods, via adversarial training in a minimax game.
Learning Graph Representation With Generative Adversarial Nets
2019年12月24日 · Through extensive experiments on real-world datasets, we demonstrate that GraphGAN achieves substantial gains in a variety of applications, including graph …
GraphGAN: Graph Representation Learning with Generative
2017年11月22日 · In this paper, we propose GraphGAN, an innovative graph representation learning framework unifying above two classes of methods, in which the generative model and …