| USER: Unsupervised Structural Entropy-based Robust Graph Neural Network | Feb 12, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Deep Graph-Level Clustering Using Pseudo-Label-Guided Mutual Information Maximization Network | Feb 5, 2023 | ClusteringGraph Classification | —Unverified | 0 |
| Scalable Attributed-Graph Subspace Clustering | Feb 1, 2023 | ClusteringNode Clustering | CodeCode Available | 1 |
| AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network | Jan 8, 2023 | AttributeGraph Learning | CodeCode Available | 0 |
| Heterogeneous Graph Contrastive Learning with Meta-path Contexts and Adaptively Weighted Negative Samples | Dec 28, 2022 | Contrastive LearningNode Clustering | CodeCode Available | 1 |
| GraphLearner: Graph Node Clustering with Fully Learnable Augmentation | Dec 7, 2022 | AttributeClustering | CodeCode Available | 0 |
| Meta-node: A Concise Approach to Effectively Learn Complex Relationships in Heterogeneous Graphs | Oct 26, 2022 | Contrastive LearningGraph Learning | —Unverified | 0 |
| HCL: Improving Graph Representation with Hierarchical Contrastive Learning | Oct 21, 2022 | Contrastive LearningGraph Classification | —Unverified | 0 |
| Multi-task Self-supervised Graph Neural Networks Enable Stronger Task Generalization | Oct 5, 2022 | Link PredictionNode Classification | CodeCode Available | 1 |
| Multi-Granularity Graph Pooling for Video-based Person Re-Identification | Sep 23, 2022 | Node ClusteringPerson Re-Identification | —Unverified | 0 |
