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异配图对比学习24整理

🕗 发布于 2024-10-15 02:18 对比学习  异配图  

数据集介绍：

大类数据集名称
pyg‘cora’ ，‘citeseer’ ，‘pubmed’，‘cornell’，‘texas’，wisconsin’,flickr,reddit,actor
yandexchameleon_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 FilterspolygclICMLpdf (openreview.net)pyg,yandexChenJY-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 GraphsGraphECLICMLEfficient Contrastive Learning for Fast and Accurate Inference on Graphs | OpenReviewpygtengxiao1/GraphECL: Efficient Contrastive Learning for Fast and Accurate Inference on Graphs (ICML 2024) (github.com)
S3GCL: Spectral, Swift, Spatial Graph Contrastive LearningS3GCLICMLS3GCL: Spectral, Swift, Spatial Graph Contrastive Learning (openreview.net)pyg,部分yandexGuanchengWan/S3GCL: [ICML 2024] S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning (github.com)
Graph Contrastive Learning via Interventional View GenerationWWWGraph Contrastive Learning via Interventional View Generation (openreview.net)
Graph Contrastive Learning Reimagined: Exploring UniversalityWWWGraph Contrastive Learning Reimagined: Exploring Universality | Proceedings of the ACM Web Conference 2024pyg
HeterGCL: Graph Contrastive Learning Framework on Heterophilic GraphHeterGCLIJCAIHeterGCL: Graph Contrastive Learning Framework on Heterophilic Graph (ijcai.org)pygIncendio1/HeterGCL (github.com)

原文地址：https://blog.csdn.net/chairuilin/article/details/142928660

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