| Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model | Sep 5, 2021 | Community DetectionGraph Embedding | CodeCode Available | 1 |
| A Survey on Role-Oriented Network Embedding | Jul 18, 2021 | ClusteringGraph Mining | CodeCode Available | 1 |
| Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration | Jul 11, 2021 | Graph GenerationGraph Mining | CodeCode Available | 1 |
| Subgraph Federated Learning with Missing Neighbor Generation | Jun 25, 2021 | Federated LearningGraph Mining | CodeCode Available | 1 |
| Federated Graph Classification over Non-IID Graphs | Jun 25, 2021 | ClassificationClustering | CodeCode Available | 1 |
| Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels | Apr 7, 2021 | Graph Mining | CodeCode Available | 1 |
| Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node Embeddings | Jan 8, 2021 | Graph MiningNode Classification | CodeCode Available | 1 |
| Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters | Aug 19, 2020 | Anomaly DetectionFraud Detection | CodeCode Available | 1 |
| Adversarial Directed Graph Embedding | Aug 9, 2020 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 |
| Interactive Text Graph Mining with a Prolog-based Dialog Engine | Jul 31, 2020 | Graph MiningSentence | CodeCode Available | 1 |
| Unsupervised Differentiable Multi-aspect Network Embedding | Jun 7, 2020 | ClusteringGraph Clustering | CodeCode Available | 1 |
| Persona2vec: A Flexible Multi-role Representations Learning Framework for Graphs | Jun 4, 2020 | Graph EmbeddingGraph Mining | CodeCode Available | 1 |
| Learning Opinion Dynamics From Social Traces | Jun 2, 2020 | Graph MiningLink Sign Prediction | CodeCode Available | 1 |
| Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs | Mar 10, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 1 |
| Differentially Private Densest-k-Subgraph | May 6, 2025 | Graph MiningPrivacy Preserving | —Unverified | 0 |
| Scalable Substructure Discovery Algorithm For Homogeneous Multilayer Networks | Apr 27, 2025 | Graph Mining | —Unverified | 0 |
| Towards Unbiased Federated Graph Learning: Label and Topology Perspectives | Apr 14, 2025 | FairnessGraph Learning | —Unverified | 0 |
| Large Language Models Meet Graph Neural Networks: A Perspective of Graph Mining | Dec 26, 2024 | Community DetectionGraph Learning | —Unverified | 0 |
| Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs | Dec 22, 2024 | Graph Mining | —Unverified | 0 |
| Towards Scalable and Deep Graph Neural Networks via Noise Masking | Dec 19, 2024 | Graph Mining | —Unverified | 0 |
| Data-driven development of cycle prediction models for lithium metal batteries using multi modal mining | Nov 26, 2024 | Graph MiningLanguage Modeling | —Unverified | 0 |
| Web Scale Graph Mining for Cyber Threat Intelligence | Nov 9, 2024 | Graph MiningKey Detection | —Unverified | 0 |
| Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks | Nov 7, 2024 | Graph MiningNode Classification | CodeCode Available | 0 |
| Accurate and Fast Estimation of Temporal Motifs using Path Sampling | Sep 13, 2024 | GPUGraph Mining | CodeCode Available | 0 |
| Towards Graph Prompt Learning: A Survey and Beyond | Aug 26, 2024 | Graph MiningPrompt Learning | —Unverified | 0 |
