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PyGCL PyGCL

96

924

apache-2.0

7

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 about a year ago

LightGCL HKUDS

17

181

unknown

5

[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

24

168

mit

2

[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 10 months ago

HGCL HKUDS

13

106

unknown

3

[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

56 commits to main branch, last one 4 months ago

GRADATE FelixDJC

5

52

unknown

1

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 about a year ago

COSTA yifeiacc

4

49

unknown

1

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

RGCL lsh0520

2

40

unknown

1

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

36

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 about a year ago

GraphACL tengxiao1

3

30

unknown

1

GraphACL: Simple and Asymmetric Graph Contrastive Learning (NeurIPS 2023)

heterophily-graph graph-contrastive-learning

Created 2023-10-05

15 commits to main branch, last one 9 months ago

SpikeGCL EdisonLeeeee

3

30

unknown

2

[ICLR 2024] Official implementation of Spiking Graph Contrastive Learning (0️⃣1️⃣ SpikeGCL)

iclr graph-neural-networks spiking-neural-networks graph-contrastive-learning

Created 2023-05-13

15 commits to master branch, last one 10 months ago