| Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning | Sep 15, 2020 | ClusteringGraph Representation Learning | CodeCode Available | 1 |
| Adaptive Graph Encoder for Attributed Graph Embedding | Jul 3, 2020 | ClusteringGraph Embedding | CodeCode Available | 1 |
| StructPool: Structured Graph Pooling via Conditional Random Fields | May 1, 2020 | ClusteringNode Clustering | CodeCode Available | 1 |
| MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding | Feb 5, 2020 | ClusteringDiversity | CodeCode Available | 1 |
| Simple and Effective Graph Autoencoders with One-Hop Linear Models | Jan 21, 2020 | ClusteringLink Prediction | CodeCode Available | 1 |
| Keep It Simple: Graph Autoencoders Without Graph Convolutional Networks | Oct 2, 2019 | ClusteringLink Prediction | CodeCode Available | 1 |
| Multi-Granular Attention based Heterogeneous Hypergraph Neural Network | May 7, 2025 | Graph Representation LearningNode Classification | —Unverified | 0 |
| Adjusted Count Quantification Learning on Graphs | Mar 12, 2025 | Node Clustering | —Unverified | 0 |
| THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings | Dec 16, 2024 | ClusteringGraph Clustering | —Unverified | 0 |
| Scalable Deep Metric Learning on Attributed Graphs | Nov 20, 2024 | Contrastive LearningGraph Embedding | —Unverified | 0 |
