| Curvature-based Clustering on Graphs | Jul 19, 2023 | ClusteringCommunity Detection | —Unverified | 0 |
| Deep Graph-Level Clustering Using Pseudo-Label-Guided Mutual Information Maximization Network | Feb 5, 2023 | ClusteringGraph Classification | —Unverified | 0 |
| Developments in the theory of randomized shortest paths with a comparison of graph node distances | Dec 7, 2012 | ClusteringNode Clustering | —Unverified | 0 |
| Dissecting graph measures performance for node clustering in LFR parameter space | Jan 1, 2021 | ClusteringNode Clustering | —Unverified | 0 |
| Effective Decoding in Graph Auto-Encoder using Triadic Closure | Nov 26, 2019 | ClusteringDecoder | —Unverified | 0 |
| Pre-Trained Models for Heterogeneous Information Networks | Jul 7, 2020 | ClusteringLink Prediction | —Unverified | 0 |
| Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning | Oct 24, 2023 | Contrastive LearningGraph Classification | —Unverified | 0 |
| Geographical Node Clustering and Grouping to Guarantee Data IIDness in Federated Learning | Oct 21, 2024 | ClusteringFederated Learning | —Unverified | 0 |
| Unsupervised Graph Embedding via Adaptive Graph Learning | Mar 10, 2020 | Clusteringgraph construction | —Unverified | 0 |
| Grouping-matrix based Graph Pooling with Adaptive Number of Clusters | Sep 7, 2022 | Binary ClassificationMolecular Property Prediction | —Unverified | 0 |
| G-SPARC: SPectral ARchitectures tackling the Cold-start problem in Graph learning | Nov 3, 2024 | Graph LearningLink Prediction | —Unverified | 0 |
| HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks | Jul 4, 2023 | Link PredictionNode Classification | —Unverified | 0 |
| HCL: Improving Graph Representation with Hierarchical Contrastive Learning | Oct 21, 2022 | Contrastive LearningGraph Classification | —Unverified | 0 |
| HeNCler: Node Clustering in Heterophilous Graphs through Learned Asymmetric Similarity | May 27, 2024 | ClusteringNode Clustering | —Unverified | 0 |
| Heterogeneous Graph Neural Network with Multi-view Representation Learning | Aug 31, 2021 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning | Jul 18, 2024 | Graph Representation LearningNode Clustering | —Unverified | 0 |
| Hierarchical Graph Pooling is an Effective Citywide Traffic Condition Prediction Model | Sep 8, 2022 | DiversityNode Clustering | —Unverified | 0 |
| HMSG: Heterogeneous Graph Neural Network based on Metapath Subgraph Learning | Sep 7, 2021 | AttributeGraph Neural Network | —Unverified | 0 |
| Hub-aware Random Walk Graph Embedding Methods for Classification | Sep 15, 2022 | ClassificationGraph Embedding | —Unverified | 0 |
| Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels? | Jul 12, 2020 | ClusteringCommunity Detection | —Unverified | 0 |
| Latent Random Steps as Relaxations of Max-Cut, Min-Cut, and More | Aug 12, 2023 | ClusteringNode Clustering | —Unverified | 0 |
| Learning Asymmetric Embedding for Attributed Networks via Convolutional Neural Network | Feb 13, 2022 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Learning Graph Embedding with Adversarial Training Methods | Jan 4, 2019 | ClusteringDecoder | —Unverified | 0 |
| Learning to Discover Social Circles in Ego Networks | Dec 1, 2012 | ClusteringNode Clustering | —Unverified | 0 |
| Meta-node: A Concise Approach to Effectively Learn Complex Relationships in Heterogeneous Graphs | Oct 26, 2022 | Contrastive LearningGraph Learning | —Unverified | 0 |