异配图对比学习24整理

数据集介绍：

大类	数据集名称
pyg	‘cora’ ，‘citeseer’ ，‘pubmed’，‘cornell’，‘texas’，wisconsin’,flickr,reddit,actor
yandex	chameleon_filtered, squirrel_filtered, roman_empire, amazon_ratings, minesweeper, tolokers, questions
linkx	‘arxiv-year’, ‘genius’, ‘pokec’, ‘snap-patents’, ‘twitch-gamer’, ‘wiki’, ‘penn94’, ‘amherst41’, ‘cornell5’, ‘johns_hopkins55’, 'reed98
OGB	‘ogbn-products’, ‘ogbn-arxiv’, ‘ogbn-mag’, ‘ogbn-papers100M’

论文名	简称	会议名	论文地址	使用数据集	code
PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters	polygcl	ICML	pdf (openreview.net)	pyg,yandex	ChenJY-Count/PolyGCL: PyTorch implementation of “PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters” (github.com)
Efficient Contrastive Learning for Fast and Accurate Inference on Graphs	GraphECL	ICML	Efficient Contrastive Learning for Fast and Accurate Inference on Graphs | OpenReview	pyg	tengxiao1/GraphECL: Efficient Contrastive Learning for Fast and Accurate Inference on Graphs (ICML 2024) (github.com)
S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning	S3GCL	ICML	S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning (openreview.net)	pyg,部分yandex	GuanchengWan/S3GCL: [ICML 2024] S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning (github.com)
Graph Contrastive Learning via Interventional View Generation		WWW	Graph Contrastive Learning via Interventional View Generation (openreview.net)
Graph Contrastive Learning Reimagined: Exploring Universality		WWW	Graph Contrastive Learning Reimagined: Exploring Universality | Proceedings of the ACM Web Conference 2024	pyg
HeterGCL: Graph Contrastive Learning Framework on Heterophilic Graph	HeterGCL	IJCAI	HeterGCL: Graph Contrastive Learning Framework on Heterophilic Graph (ijcai.org)	pyg	Incendio1/HeterGCL (github.com)