[ICML 2022] "ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning"
☆46Jun 13, 2022Updated 3 years ago
Alternatives and similar repositories for ProGCL
Users that are interested in ProGCL are comparing it to the libraries listed below
Sorting:
- IJCAI 2022-Initializing Then Refining: A Simple Graph Attribute Imputation Network☆13Mar 4, 2024Updated last year
- ☆15Nov 3, 2022Updated 3 years ago
- [ICLR 2022] Implementation of paper "Automated Self-Supervised Learning for Graphs"☆42Jul 25, 2022Updated 3 years ago
- [KDD 2022] Implementation of "Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective"☆45Jan 6, 2024Updated 2 years ago
- Graph Debiased Contrastive Learning with Joint Representation Clustering☆25May 10, 2023Updated 2 years ago
- [ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类☆27Nov 27, 2024Updated last year
- IJCAI 2022 Attributed Graph Clustering with Dual Redundancy Reduction☆15Oct 27, 2024Updated last year
- Code for KDD'22 paper, COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning☆49Jun 7, 2023Updated 2 years ago
- PyTorch code of "SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks"☆89Oct 25, 2021Updated 4 years ago
- The pytorch implementation of Cluster-Aware Supervised Contrastive Learning on Graphs (WWW 2022).☆11Jun 6, 2022Updated 3 years ago
- ☆11Feb 22, 2023Updated 3 years ago
- AAAI 2021-Deep Fusion Clustering Network☆85Mar 4, 2024Updated last year
- The code of paper "High-order Correlation Preserved Incomplete Multi-view Subspace Clustering" accepted by IEEE TIP2022☆12Jan 19, 2022Updated 4 years ago
- [WWW 2022] "SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation"☆81Jun 13, 2022Updated 3 years ago
- Codes for 'From Canonical Correlation Analysis to Self-supervised Graph Neural Networks'. https://arxiv.org/abs/2106.12484☆70Nov 29, 2023Updated 2 years ago
- AAAI 2024-Attribute-Missing Graph Clustering Network☆15Jul 2, 2025Updated 7 months ago
- [TKDD 2024] An official source code for paper Mixed Graph Contrastive Network for Semi-Supervised Node Classification.☆14Mar 6, 2025Updated 11 months ago
- source code of IJCAI 2021 paper "Graph Representation with Curriculum Contrastive Learning"☆26Jul 7, 2021Updated 4 years ago
- DGL Implementation of ICML 2020 Paper 'Contrastive Multi-View Representation Learning on Graphs'☆68Dec 18, 2023Updated 2 years ago
- ☆55Oct 22, 2022Updated 3 years ago
- The code of “Prototypical Graph Contrastive Learning”. [TNNLS 2022]☆24Aug 21, 2022Updated 3 years ago
- [TNNLS 2023] An official source code for paper "Simple Contrastive Graph Clustering".☆38Mar 2, 2025Updated 11 months ago
- Code for TNNLS paper "Homophily-Enhanced Self-supervision for Graph Structure Learning: Insights and Directions"☆15Feb 27, 2024Updated 2 years ago
- Code for TNNLS paper "Beyond Homophily and Homogeneity Assumption: Relation-based Frequency Adaptive Graph Neural Networks"☆14Feb 27, 2024Updated 2 years ago
- An official source code for paper "Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning", accepted by AC…☆12Dec 1, 2023Updated 2 years ago
- [TNNLS 2022] Embedding Graph Auto-Encoder for Graph Clustering☆25Apr 6, 2022Updated 3 years ago
- [AAAI'23] Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating☆53Nov 23, 2022Updated 3 years ago
- ☆275Jun 22, 2022Updated 3 years ago
- ☆14Nov 21, 2023Updated 2 years ago
- ☆18Feb 20, 2024Updated 2 years ago
- MATLAB implementation for our AAAI-20 paper: Quanxue Gao, Wei Xia, Zhizhen Wan, Deyan Xie, Pu Zhang. Tensor-SVD Based Graph Learning for…☆29Mar 31, 2021Updated 4 years ago
- Official implementation of RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning☆35Feb 24, 2023Updated 3 years ago
- Implementation of the CIKM-17 paper “MGAE: Marginalized Graph Autoencoder for Graph Clustering”☆28Feb 28, 2022Updated 3 years ago
- IJCAI 2022- Escaping Feature Twist: A Variational Graph Auto-Encoder for Node Clustering☆20Apr 24, 2023Updated 2 years ago
- [TPAMI 2022] Adaptive Graph Auto-Encoder for General Data Clustering☆47Jun 2, 2023Updated 2 years ago
- Code for ICML 2023 paper "Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs"☆22Sep 24, 2025Updated 5 months ago
- Code & data for ICLR'23 Spotlight paper "Learning MLPs on Graphs: A Unified View of Effectiveness, Robustness, and Efficiency".☆34Feb 28, 2023Updated 3 years ago
- Pytorch implementation of "Large-Scale Representation Learning on Graphs via Bootstrapping"☆83Dec 10, 2021Updated 4 years ago
- GraphACL: Simple and Asymmetric Graph Contrastive Learning (NeurIPS 2023)☆34Jun 11, 2024Updated last year