| A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor Augmentation | Aug 10, 2024 | AttributeClustering | CodeCode Available | 0 |
| Bootstrap Latents of Nodes and Neighbors for Graph Self-Supervised Learning | Aug 9, 2024 | Contrastive LearningNode Classification | CodeCode Available | 0 |
| HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning | Jul 18, 2024 | Graph Representation LearningNode Clustering | —Unverified | 0 |
| GraphFM: A Comprehensive Benchmark for Graph Foundation Model | Jun 12, 2024 | GPUGraph Neural Network | CodeCode Available | 0 |
| HeNCler: Node Clustering in Heterophilous Graphs through Learned Asymmetric Similarity | May 27, 2024 | ClusteringNode Clustering | —Unverified | 0 |
| Cluster-based Graph Collaborative Filtering | Apr 16, 2024 | ClusteringCollaborative Filtering | CodeCode Available | 0 |
| Graph Parsing Networks | Feb 22, 2024 | Graph ClassificationGraph Reconstruction | CodeCode Available | 1 |
| 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 |
| Mitigating Degree Biases in Message Passing Mechanism by Utilizing Community Structures | Dec 28, 2023 | Node ClassificationNode Clustering | CodeCode Available | 1 |