| Unsupervised Optimisation of GNNs for Node Clustering | Feb 12, 2024 | Clusteringgraph partitioning | —Unverified | 0 |
| A Contrastive Variational Graph Auto-Encoder for Node Clustering | Dec 28, 2023 | ClusteringContrastive Learning | CodeCode Available | 0 |
| 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 |
| 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 |
| CARL-G: Clustering-Accelerated Representation Learning on Graphs | Jun 12, 2023 | ClusteringContrastive Learning | —Unverified | 0 |
| arXiv4TGC: Large-Scale Datasets for Temporal Graph Clustering | Jun 8, 2023 | ClusteringGraph Clustering | CodeCode Available | 0 |
