| Contrastive Deep Nonnegative Matrix Factorization for Community Detection | Nov 4, 2023 | Community DetectionContrastive Learning | CodeCode Available | 1 |
| Community Detection Guarantees Using Embeddings Learned by Node2Vec | Oct 26, 2023 | ClusteringCommunity Detection | —Unverified | 0 |
| Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning | Oct 24, 2023 | Contrastive LearningGraph Classification | —Unverified | 0 |
| General Graph Random Features | Oct 7, 2023 | Node Clustering | CodeCode Available | 0 |
| Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based Similarity | Aug 18, 2023 | Graph ClassificationGraph Representation Learning | CodeCode Available | 1 |
| CONVERT:Contrastive Graph Clustering with Reliable Augmentation | Aug 17, 2023 | ClusteringContrastive Learning | CodeCode Available | 1 |
| SR-HGN: semantic- and relation-aware heterogeneous graph neural network | Aug 15, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Latent Random Steps as Relaxations of Max-Cut, Min-Cut, and More | Aug 12, 2023 | ClusteringNode Clustering | —Unverified | 0 |
| Curvature-based Clustering on Graphs | Jul 19, 2023 | ClusteringCommunity Detection | —Unverified | 0 |
| HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks | Jul 4, 2023 | Link PredictionNode Classification | —Unverified | 0 |
