GitHub

astro-graph is a fully client side JavaScript diagramming library forked from mxGraph.

astro-graph is the successor of mxGraph which is now end of life. At first, we will keep the same feature with mxGraph and add some types support. We don't support Typescript, but there is a project ...
IEEE

False Negative Sample Detection for Graph Contrastive Learning

Abstract: Recently, self-supervised learning has shown great potential in Graph Neural Networks (GNNs) through contrastive learning, which aims to learn discriminative features for each node without ...
GitHub

lukeyf/graphs-and-lines

This repository is the implementation of the following paper: Theoretical Insights into Line Graph Transformation on Graph Learning. This project is built on the BREC dataset which includes 400 pairs ...
IEEE

Multi-view Negative-Free Contrastive Learning on Adaptive Graph Augmentation

Abstract: Graph contrastive learning (GCL) has gained significant attention in the self-supervised learning field, which aims to maximize the mutual information of the same sample on different ...