| SSSNET: Semi-Supervised Signed Network Clustering | Oct 13, 2021 | Cloud RemovalClustering | CodeCode Available | 1 |
| Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention | Oct 9, 2024 | Graph LearningNode Clustering | CodeCode Available | 1 |
| Simple and Effective Graph Autoencoders with One-Hop Linear Models | Jan 21, 2020 | ClusteringLink Prediction | CodeCode Available | 1 |
| Graph Parsing Networks | Feb 22, 2024 | Graph ClassificationGraph Reconstruction | CodeCode Available | 1 |
| Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning | Apr 20, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks | May 20, 2022 | ClusteringGraph Attention | CodeCode Available | 1 |
| Contrastive Deep Nonnegative Matrix Factorization for Community Detection | Nov 4, 2023 | Community DetectionContrastive Learning | CodeCode Available | 1 |
| CONVERT:Contrastive Graph Clustering with Reliable Augmentation | Aug 17, 2023 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Semantic-Fused Multi-Granularity Cross-City Traffic Prediction | Feb 23, 2023 | Graph structure learningManagement | CodeCode Available | 1 |
| CSGCL: Community-Strength-Enhanced Graph Contrastive Learning | May 8, 2023 | AttributeContrastive Learning | CodeCode Available | 1 |
| A Representation Learning Framework for Property Graphs | Jun 27, 2022 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 1 |
| Community Detection Guarantees Using Embeddings Learned by Node2Vec | Oct 26, 2023 | ClusteringCommunity Detection | —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 |
| CoANE: Modeling Context Co-occurrence for Attributed Network Embedding | Jun 17, 2021 | AttributeClustering | —Unverified | 0 |
| Unsupervised Optimisation of GNNs for Node Clustering | Feb 12, 2024 | Clusteringgraph partitioning | —Unverified | 0 |
| Hierarchical Graph Pooling is an Effective Citywide Traffic Condition Prediction Model | Sep 8, 2022 | DiversityNode Clustering | —Unverified | 0 |
| Clustering of Time-Varying Graphs Based on Temporal Label Smoothness | May 11, 2023 | ClusteringFunctional Connectivity | —Unverified | 0 |
| Clustering Based on Density Propagation and Subcluster Merging | Nov 4, 2024 | ClusteringNode Clustering | —Unverified | 0 |
| HeNCler: Node Clustering in Heterophilous Graphs through Learned Asymmetric Similarity | May 27, 2024 | ClusteringNode Clustering | —Unverified | 0 |
| Pre-Trained Models for Heterogeneous Information Networks | Jul 7, 2020 | ClusteringLink Prediction | —Unverified | 0 |
| A mixed clustering coefficient centrality for identifying essential proteins | Mar 7, 2020 | ClusteringNode Clustering | —Unverified | 0 |
| CARL-G: Clustering-Accelerated Representation Learning on Graphs | Jun 12, 2023 | ClusteringContrastive Learning | —Unverified | 0 |
| Effective Decoding in Graph Auto-Encoder using Triadic Closure | Nov 26, 2019 | ClusteringDecoder | —Unverified | 0 |
| A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources | Nov 30, 2020 | ClusteringGraph Classification | —Unverified | 0 |
