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PyGCL PyGCL

96

849

apache-2.0

8

PyGCL: A PyTorch Library for Graph Contrastive Learning

machine-learning contrastive-learning graph-contrastive-learning graph-representation-learning

Created 2021-06-07

259 commits to main branch, last one 6 months ago

LightGCL HKUDS

16

160

unknown

6

[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"

recommendation graph-neural-networks collaborative-filtering self-supervised-learning graph-contrastive-learning

Created 2023-02-08

44 commits to main branch, last one about a year ago

GCA CRIPAC-DIG

26

155

mit

3

[WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"

pytorch deep-learning contrastive-learning self-supervised-learning graph-contrastive-learning graph-representation-learning

Created 2021-04-09

5 commits to main branch, last one 2 months ago

HGCL HKUDS

11

82

unknown

4

[WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"

recommendation graph-neural-networks collaborative-filtering self-supervised-learning graph-contrastive-learning heterogeneous-graph-learning

Created 2022-12-26

54 commits to main branch, last one about a year ago

COSTA yifeiacc

4

45

unknown

3

Code for KDD'22 paper, COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning

graph pytorch deep-learning contrastive-learning graph-neural-networks graph-contrastive-learning

Created 2022-06-11

13 commits to main branch, last one about a year ago

GRADATE FelixDJC

5

43

unknown

2

An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted by AAAI 2023.

aaai2023 data-mining deep-learning machine-learning anomaly-detection graph-neural-networks unsupervised-learning graph-anomaly-detection self-supervised-learning graph-contrastive-learning

Created 2022-12-02

9 commits to main branch, last one 7 months ago

RGCL lsh0520

2

35

unknown

2

Ratioanle-aware Graph Contrastive Learning codebase

icml2022 explainability generalization interpretability graph-pretraining invariant-learning graph-contrastive-learning invariant-rationale-discovery

Created 2022-05-29

26 commits to main branch, last one about a year ago

Awesome-Graph-Contrastive-Learning-with-Heterophily tengxiao1

2

26

unknown

1

Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily

heterophily heterophily-graph contrastive-learning self-supervised-learning graph-contrastive-learning graph-self-supervised-learning

Created 2023-11-02

19 commits to main branch, last one 7 months ago