Projects in Awesome Lists tagged with graph-self-supervised-learning
A curated list of projects in awesome lists tagged with graph-self-supervised-learning .
https://github.com/kimmeen/sl-gad
[TKDE 2021] A PyTorch implementation of "Generative and Contrastive Self-Supervised Learning for Graph Anomaly Detection".
anomaly-detection contrastive-learning graph-anomaly-detection graph-neural-networks graph-self-supervised-learning
Last synced: 06 Jul 2025
https://github.com/trustagi-lab/merit
[IJCAI 2021] A PyTorch implementation of "Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning".
graph-neural-networks graph-representation-learning graph-self-supervised-learning self-supervised-distillation
Last synced: 14 Apr 2025
https://github.com/junxia97/ProGCL
[ICML 2022] "ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning"
contrastive-learning graph-neural-networks graph-self-supervised-learning hard-negative-mining icml-2022
Last synced: 06 May 2025
https://github.com/lirongwu/graphmixup
Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Context Prediction"
graph-algorithms graph-self-supervised-learning imbalanced-classification imbalanced-data reinforcement-learning
Last synced: 27 Jul 2025
https://github.com/LirongWu/GraphMixup
Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Context Prediction"
graph-algorithms graph-self-supervised-learning imbalanced-classification imbalanced-data reinforcement-learning
Last synced: 15 Aug 2025
https://github.com/lirongwu/l2a
Code for ECML-PKDD 2023 paper "Learning to Augment Graph Structure for both Homophily and Heterophily Graphs"
graph-augmentation graph-self-supervised-learning heterophily-graph node-classification semi-supervised-learning
Last synced: 02 Sep 2025