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List of Publications in Graph Contrastive Learning

Graph Contrastive Learning

List of Publications in Graph Contrastive Learning

Last edit: 2021-02-17

Title	Publisher	Resource
Label Contrastive Coding based Graph Neural Network for Graph Classification	DASFAA 2021	paper
Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction	AAAI 2021	paper
Contrastive and Generative Graph Convolutional Networks for Graph-Based Semi-Supervised Learning	AAAI 2021	paper
Contrastive Self-Supervised Learning for Graph Classification	AAAI 2021	paper
Improving Graph Representation Learning by Contrastive Regularization	arXiv 2021	paper
Self-supervised Learning: Generative or Contrastive	arXiv 2021	paper
Relation Representation Learning via Signed Graph Mutual Information Maximization for Trust Prediction	Symmetry 2021	paper
Contrastive Learning for Recommender System	arXiv 2021	paper
Bipartite Graph Embedding via Mutual Information Maximization	WSDM 2021	paper code
Graph Contrastive Learning with Augmentations	NeurIPS 2020	paper code
Graph Contrastive Learning with Adaptive Augmentation	arXiv 2020	paper
Unsupervised Graph Representation by Periphery and Hierarchical Information Maximization	arXiv 2020	paper
Deep Graph Contrastive Representation Learning	ICML 2020	paper code
Contrastive Multi-View Representation Learning on Graphs	ICML 2020	paper code
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information	ICLR 2020	paper code
Explainable Classification of Brain Networks via Contrast Subgraphs	KDD 2020	paper code
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training	KDD 2020	paper code
Deep Graph Infomax	ICLR 2019	paper code
Learning deep representations by mutual information estimation and maximization	ICLR 2019	paper code

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To the extent possible under law, Hongwei Jin has waived all copyright and related or neighboring rights to this work.