| Efficient Parallel Genetic Algorithm for Perturbed Substructure Optimization in Complex Network | Dec 30, 2024 | Combinatorial OptimizationGraph Mining | CodeCode Available | 2 | 5 |
| DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization | Dec 20, 2023 | ClusteringGraph Clustering | CodeCode Available | 1 | 5 |
| Learning Opinion Dynamics From Social Traces | Jun 2, 2020 | Graph MiningLink Sign Prediction | CodeCode Available | 1 | 5 |
| Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node Embeddings | Jan 8, 2021 | Graph MiningNode Classification | CodeCode Available | 1 | 5 |
| Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration | Jul 11, 2021 | Graph GenerationGraph Mining | CodeCode Available | 1 | 5 |
| Fine-tuning Graph Neural Networks by Preserving Graph Generative Patterns | Dec 21, 2023 | Graph ClassificationGraph Learning | CodeCode Available | 1 | 5 |
| Persona2vec: A Flexible Multi-role Representations Learning Framework for Graphs | Jun 4, 2020 | Graph EmbeddingGraph Mining | CodeCode Available | 1 | 5 |
| When Graph Neural Network Meets Causality: Opportunities, Methodologies and An Outlook | Dec 19, 2023 | Graph MiningGraph Neural Network | CodeCode Available | 1 | 5 |
| Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs | Nov 15, 2022 | Graph MiningLink Prediction | CodeCode Available | 1 | 5 |
| TigerLily: Finding drug interactions in silico with the Graph | Apr 18, 2022 | Graph Mining | CodeCode Available | 1 | 5 |
| Interactive Text Graph Mining with a Prolog-based Dialog Engine | Jul 31, 2020 | Graph MiningSentence | CodeCode Available | 1 | 5 |
| Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters | Aug 19, 2020 | Anomaly DetectionFraud Detection | CodeCode Available | 1 | 5 |
| GAT-COBO: Cost-Sensitive Graph Neural Network for Telecom Fraud Detection | Mar 29, 2023 | Anomaly DetectionFraud Detection | CodeCode Available | 1 | 5 |
| Federated Graph Classification over Non-IID Graphs | Jun 25, 2021 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Task-Adaptive Few-shot Node Classification | Jun 23, 2022 | ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining | Feb 24, 2024 | Graph Mining | CodeCode Available | 1 | 5 |
| Relphormer: Relational Graph Transformer for Knowledge Graph Representations | May 22, 2022 | General KnowledgeGraph Mining | CodeCode Available | 1 | 5 |
| Subgraph Federated Learning with Missing Neighbor Generation | Jun 25, 2021 | Federated LearningGraph Mining | CodeCode Available | 1 | 5 |
| FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs | Aug 29, 2022 | Federated LearningGraph Learning | CodeCode Available | 1 | 5 |
| From Time Series to Networks in R with the ts2net Package | Aug 20, 2022 | Graph MiningTime Series | CodeCode Available | 1 | 5 |
| Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction | Feb 18, 2022 | DecoderGraph Mining | CodeCode Available | 1 | 5 |
| Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels | Apr 7, 2021 | Graph Mining | CodeCode Available | 1 | 5 |
| Unsupervised Differentiable Multi-aspect Network Embedding | Jun 7, 2020 | ClusteringGraph Clustering | CodeCode Available | 1 | 5 |
| When Heterophily Meets Heterogeneity: Challenges and a New Large-Scale Graph Benchmark | Jul 15, 2024 | BenchmarkingGraph Learning | CodeCode Available | 1 | 5 |
| User Modeling in the Era of Large Language Models: Current Research and Future Directions | Dec 11, 2023 | Graph Mining | CodeCode Available | 1 | 5 |
| Code Recommendation for Open Source Software Developers | Oct 15, 2022 | Graph MiningRecommendation Systems | CodeCode Available | 1 | 5 |
| Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities | Feb 8, 2022 | Domain AdaptationGraph Mining | CodeCode Available | 1 | 5 |
| Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs | Mar 10, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 1 | 5 |
| Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network | Jul 20, 2022 | Graph MiningGraph Neural Network | CodeCode Available | 1 | 5 |
| Correlation-Aware Graph Convolutional Networks for Multi-Label Node Classification | Nov 26, 2024 | ClassificationGraph Mining | CodeCode Available | 1 | 5 |
| A Survey on Role-Oriented Network Embedding | Jul 18, 2021 | ClusteringGraph Mining | CodeCode Available | 1 | 5 |
| Fairness in Graph Mining: A Survey | Apr 21, 2022 | FairnessGraph Mining | CodeCode Available | 1 | 5 |
| All the World's a (Hyper)Graph: A Data Drama | Jun 16, 2022 | AllGraph Learning | CodeCode Available | 1 | 5 |
| NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs | Jun 10, 2022 | Graph LearningGraph Mining | CodeCode Available | 1 | 5 |
| Refining Wikidata Taxonomy using Large Language Models | Sep 6, 2024 | Entity TypingGraph Mining | CodeCode Available | 1 | 5 |
| Reinforcement learning on graphs: A survey | Apr 13, 2022 | Graph Miningreinforcement-learning | CodeCode Available | 1 | 5 |
| Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective | Jun 20, 2024 | ClusteringCommunity Detection | CodeCode Available | 1 | 5 |
| Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model | Sep 5, 2021 | Community DetectionGraph Embedding | CodeCode Available | 1 | 5 |
| Adversarial Directed Graph Embedding | Aug 9, 2020 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 | 5 |
| Contrastive Meta-Learning for Few-shot Node Classification | Jun 27, 2023 | ClassificationGraph Mining | CodeCode Available | 0 | 5 |
| A Survey on Fairness for Machine Learning on Graphs | May 11, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Permutation-equivariant and Proximity-aware Graph Neural Networks with Stochastic Message Passing | Sep 5, 2020 | Graph MiningGraph Reconstruction | CodeCode Available | 0 | 5 |
| Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks? | May 23, 2023 | graph constructionGraph Mining | CodeCode Available | 0 | 5 |
| AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach | Feb 13, 2020 | Drug DiscoveryGraph Mining | CodeCode Available | 0 | 5 |
| Independent Distribution Regularization for Private Graph Embedding | Aug 16, 2023 | AttributeGraph Embedding | CodeCode Available | 0 | 5 |
| A Robust and Generalized Framework for Adversarial Graph Embedding | May 22, 2021 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 0 | 5 |
| Identity Inference on Blockchain using Graph Neural Network | Apr 14, 2021 | Graph ClassificationGraph Mining | CodeCode Available | 0 | 5 |
| Fast Maximum k-Plex Algorithms Parameterized by Small Degeneracy Gaps | Jun 23, 2023 | Community DetectionGraph Mining | CodeCode Available | 0 | 5 |
| Accurate and Fast Estimation of Temporal Motifs using Path Sampling | Sep 13, 2024 | GPUGraph Mining | CodeCode Available | 0 | 5 |
| Blindness to Modality Helps Entailment Graph Mining | Sep 21, 2021 | Graph LearningGraph Mining | CodeCode Available | 0 | 5 |
