| Automated Self-Supervised Learning for Graphs | Jun 10, 2021 | ClusteringNode Classification | CodeCode Available | 1 |
| Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning | Apr 20, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks | Apr 16, 2021 | AttributeClustering | CodeCode Available | 1 |
| Accurate Learning of Graph Representations with Graph Multiset Pooling | Feb 23, 2021 | Graph ClassificationGraph Clustering | CodeCode Available | 1 |
| Simple Spectral Graph Convolution | Jan 1, 2021 | ClusteringNode Classification | CodeCode Available | 1 |
| 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 |
| TDGCN-Based Mobile Multiuser Physical-Layer Authentication for EI-Enabled IIoT | Nov 13, 2024 | Node Clustering | —Unverified | 0 |
| Clustering Based on Density Propagation and Subcluster Merging | Nov 4, 2024 | ClusteringNode Clustering | —Unverified | 0 |
| G-SPARC: SPectral ARchitectures tackling the Cold-start problem in Graph learning | Nov 3, 2024 | Graph LearningLink Prediction | —Unverified | 0 |
| Geographical Node Clustering and Grouping to Guarantee Data IIDness in Federated Learning | Oct 21, 2024 | ClusteringFederated Learning | —Unverified | 0 |
| 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 |
