| Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks | May 20, 2022 | ClusteringGraph Attention | CodeCode Available | 1 |
| Heterogeneous Graph Contrastive Learning with Meta-path Contexts and Adaptively Weighted Negative Samples | Dec 28, 2022 | Contrastive LearningNode Clustering | CodeCode Available | 1 |
| Classification of Edge-dependent Labels of Nodes in Hypergraphs | Jun 5, 2023 | ClassificationNode Clustering | CodeCode Available | 1 |
| A Survey on Role-Oriented Network Embedding | Jul 18, 2021 | ClusteringGraph Mining | CodeCode Available | 1 |
| Adaptive Graph Encoder for Attributed Graph Embedding | Jul 3, 2020 | ClusteringGraph Embedding | CodeCode Available | 1 |
| MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding | Feb 5, 2020 | ClusteringDiversity | CodeCode Available | 1 |
| Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention | Oct 9, 2024 | Graph LearningNode Clustering | CodeCode Available | 1 |
| MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian | Sep 1, 2022 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Deep Temporal Graph Clustering | May 18, 2023 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Scalable Attributed-Graph Subspace Clustering | Feb 1, 2023 | ClusteringNode Clustering | CodeCode Available | 1 |
