Topic: "graph-contrastive-learning"
PyGCL/PyGCL
PyGCL: A PyTorch Library for Graph Contrastive Learning
Language: Python - Size: 661 KB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 938 - Forks: 97

HKUDS/LightGCL
[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"
Language: Python - Size: 51.2 MB - Last synced at: 25 days ago - Pushed at: almost 2 years ago - Stars: 182 - Forks: 17

CRIPAC-DIG/GCA
[WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"
Language: Python - Size: 11.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 149 - Forks: 26

HKUDS/HGCL
[WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"
Language: Python - Size: 33.7 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 92 - Forks: 11

junxia97/SimGRACE Fork of mpanpan/SimGRACE
[WWW 2022] "SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation"
Language: Python - Size: 72.1 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 52 - Forks: 1

lsh0520/RGCL
Ratioanle-aware Graph Contrastive Learning codebase
Language: Python - Size: 7.19 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 35 - Forks: 2

yifeiacc/COSTA
Code for KDD'22 paper, COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning
Language: Python - Size: 722 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 34 - Forks: 4

EdisonLeeeee/SpikeGCL
[ICLR 2024] Official implementation of Spiking Graph Contrastive Learning (0️⃣1️⃣ SpikeGCL)
Language: Python - Size: 908 KB - Last synced at: 21 days ago - Pushed at: 12 months ago - Stars: 30 - Forks: 3

kunzhan/M-ILBO
ACM MM 2023 (Oral): Entropy neural estimation for graph contrastive learning
Language: Python - Size: 31.3 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 20 - Forks: 0

tengxiao1/GraphACL
GraphACL: Simple and Asymmetric Graph Contrastive Learning (NeurIPS 2023)
Language: Python - Size: 7.02 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 16 - Forks: 2

graphprojects/CM-GCL
Source code of NeurIPS 2022 paper “Co-Modality Graph Contrastive Learning for Imbalanced Node Classification”
Language: Python - Size: 3.58 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 2

EdisonLeeeee/MAGI
[KDD 2024] Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective
Language: Python - Size: 1.2 MB - Last synced at: 21 days ago - Pushed at: 10 months ago - Stars: 14 - Forks: 0

FelixDJC/GRADATE
An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted by AAAI 2023.
Language: Python - Size: 311 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 12 - Forks: 0

CRIPAC-DIG/AUG-MAE
Code for AAAI'24 paper "Rethinking Graph Masked Autoencoders through Alignment and Uniformity”.
Language: Python - Size: 223 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 10 - Forks: 1

EdisonLeeeee/lrGAE
A comprehensive (masked) graph autoencoders benchmark.
Language: Python - Size: 1.53 MB - Last synced at: 21 days ago - Pushed at: 5 months ago - Stars: 5 - Forks: 0

mala-lab/AUGCL
Official code for TNNLS paper "Affinity Uncertainty-based Hard Negative Mining in Graph Contrastive Learning"
Language: Python - Size: 682 KB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 2

tengxiao1/Awesome-Graph-Contrastive-Learning-with-Heterophily
Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily
Size: 31.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

Luminous-wq/GCLS2
GCLS2: Towards Efficient Community Detection Using Graph Contrastive Learning with Structure Semantics
Language: Python - Size: 17.4 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1

theJingqiZhou/DS-AGC-Colab Fork of Vesan-yws/DS-AGC
A Pytorch re-implementation of paper "Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition" by Ye et al.
Language: Python - Size: 58.6 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

ricardoliuhong/DeepTNR
Spatially resolved prediction of drug sensitivity in the tumor microenvironment via deep graph contrastive and transfer learning
Language: Python - Size: 218 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

LirongWu/GSSC
Code for TNNLS paper "Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting"
Language: Python - Size: 1.13 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

qinjisheng/Reading-List-for-Graph-Neural-Networks
The repository contains a reading list for graph learning.
Size: 7.81 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

qinjisheng/Reading-List-for-Large-Language-Models
The repository contains a reading list for action recognition.
Size: 1000 Bytes - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

XsLangley/Violin
This is the code repo for Violin, an IJCAI 2023 paper.
Language: Python - Size: 7.32 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ImMohammadHosseini/HeCo
:sparkles: Implementation of Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning with pytorch and PyG
Language: Python - Size: 236 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
