| DIGRAC: Digraph Clustering Based on Flow Imbalance | Jun 9, 2021 | ClusteringGraph Clustering | CodeCode Available | 0 | 5 |
| Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization | Dec 1, 2020 | Graph LearningLink Prediction | CodeCode Available | 0 | 5 |
| Free Energy Node Embedding via Generalized Skip-gram with Negative Sampling | May 19, 2021 | ClusteringGPU | CodeCode Available | 0 | 5 |
| Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks | Apr 15, 2018 | ClusteringMulti-class Classification | CodeCode Available | 0 | 5 |
| Geometry Contrastive Learning on Heterogeneous Graphs | Jun 25, 2022 | Contrastive LearningNode Classification | CodeCode Available | 0 | 5 |
| Gossip and Attend: Context-Sensitive Graph Representation Learning | Mar 30, 2020 | ClusteringCommunity Detection | CodeCode Available | 0 | 5 |
| GraphFM: A Comprehensive Benchmark for Graph Foundation Model | Jun 12, 2024 | GPUGraph Neural Network | CodeCode Available | 0 | 5 |
| Graph Neighborhood Attentive Pooling | Jan 28, 2020 | ClusteringCommunity Detection | CodeCode Available | 0 | 5 |
| HeMI: Multi-view Embedding in Heterogeneous Graphs | Sep 14, 2021 | ClusteringLink Prediction | CodeCode Available | 0 | 5 |
| Heterogeneous Deep Graph Infomax | Nov 19, 2019 | ClassificationClustering | CodeCode Available | 0 | 5 |
| Is Performance of Scholars Correlated to Their Research Collaboration Patterns? | Nov 5, 2019 | Community DetectionGraph Embedding | CodeCode Available | 0 | 5 |
| LIME: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks | Feb 11, 2021 | Anomaly DetectionFraud Detection | CodeCode Available | 0 | 5 |
| NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning | Jun 17, 2022 | Graph Representation LearningLink Prediction | CodeCode Available | 0 | 5 |
| Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation | Apr 27, 2021 | Node Clustering | CodeCode Available | 0 | 5 |
| PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning | May 4, 2023 | ArticlesGraph Mining | CodeCode Available | 0 | 5 |
| ROD: Reception-aware Online Distillation for Sparse Graphs | Jul 25, 2021 | ClusteringGraph Learning | CodeCode Available | 0 | 5 |
| RWR-GAE: Random Walk Regularization for Graph Auto Encoders | Aug 12, 2019 | ClusteringGraph Clustering | CodeCode Available | 0 | 5 |
| Search Efficient Binary Network Embedding | Jan 14, 2019 | AttributeNetwork Embedding | CodeCode Available | 0 | 5 |
| Semi-Supervised Graph Learning Meets Dimensionality Reduction | Mar 23, 2022 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Transformation of Node to Knowledge Graph Embeddings for Faster Link Prediction in Social Networks | Nov 17, 2021 | Knowledge Graph EmbeddingsLink Prediction | CodeCode Available | 0 | 5 |
| General Graph Random Features | Oct 7, 2023 | Node Clustering | CodeCode Available | 0 | 5 |
| Unsupervised Deep Manifold Attributed Graph Embedding | Apr 27, 2021 | ClusteringGraph Embedding | CodeCode Available | 0 | 5 |
| USER: Unsupervised Structural Entropy-based Robust Graph Neural Network | Feb 12, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 | 5 |
| Wasserstein Adversarially Regularized Graph Autoencoder | Nov 9, 2021 | ClusteringLink Prediction | CodeCode Available | 0 | 5 |
| Effective Decoding in Graph Auto-Encoder using Triadic Closure | Nov 26, 2019 | ClusteringDecoder | —Unverified | 0 | 0 |
