| 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 |
| Graph Parsing Networks | Feb 22, 2024 | Graph ClassificationGraph Reconstruction | CodeCode Available | 1 |
| Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks | May 20, 2022 | ClusteringGraph Attention | CodeCode Available | 1 |
| Semantic-Fused Multi-Granularity Cross-City Traffic Prediction | Feb 23, 2023 | Graph structure learningManagement | CodeCode Available | 1 |
| Automated Self-Supervised Learning for Graphs | Jun 10, 2021 | ClusteringNode Classification | CodeCode Available | 1 |
| A Representation Learning Framework for Property Graphs | Jun 27, 2022 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 1 |
| Contrastive Deep Nonnegative Matrix Factorization for Community Detection | Nov 4, 2023 | Community DetectionContrastive Learning | CodeCode Available | 1 |
| CSGCL: Community-Strength-Enhanced Graph Contrastive Learning | May 8, 2023 | AttributeContrastive Learning | CodeCode Available | 1 |
| Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning | Sep 15, 2020 | ClusteringGraph Representation Learning | CodeCode Available | 1 |
