| Permutation-equivariant and Proximity-aware Graph Neural Networks with Stochastic Message Passing | Sep 5, 2020 | Graph MiningGraph Reconstruction | CodeCode Available | 0 |
| Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters | Aug 19, 2020 | Anomaly DetectionFraud Detection | CodeCode Available | 1 |
| Mining Large Quasi-cliques with Quality Guarantees from Vertex Neighborhoods | Aug 18, 2020 | ClusteringGraph Mining | —Unverified | 0 |
| TopicBERT: A Transformer transfer learning based memory-graph approach for multimodal streaming social media topic detection | Aug 16, 2020 | Community DetectionGraph Mining | —Unverified | 0 |
| 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 |
| Online Dense Subgraph Discovery via Blurred-Graph Feedback | Jun 24, 2020 | Graph Miningvalid | —Unverified | 0 |
| 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 |
| Sequential Motif Profiles and Topological Plots for Offline Signature Verification | Jun 1, 2020 | Graph Mining | —Unverified | 0 |
| Hcore-Init: Neural Network Initialization based on Graph Degeneracy | Apr 16, 2020 | Graph Mining | —Unverified | 0 |
| Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs | Mar 10, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 1 |
| EvoNet: A Neural Network for Predicting the Evolution of Dynamic Graphs | Mar 2, 2020 | Graph MiningGraph Neural Network | —Unverified | 0 |
| AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach | Feb 13, 2020 | Drug DiscoveryGraph Mining | CodeCode Available | 0 |
| Customized Graph Embedding: Tailoring Embedding Vectors to different Applications | Nov 21, 2019 | Graph EmbeddingGraph Mining | —Unverified | 0 |
| Diagonal Graph Convolutional Networks with Adaptive Neighborhood Aggregation | Sep 25, 2019 | Graph AttentionGraph Classification | —Unverified | 0 |
| SliceNDice: Mining Suspicious Multi-attribute Entity Groups with Multi-view Graphs | Aug 19, 2019 | ArticlesAttribute | CodeCode Available | 0 |
| A Multivariate Extreme Value Theory Approach to Anomaly Clustering and Visualization | Jul 17, 2019 | ClusteringGraph Mining | CodeCode Available | 0 |
| Identifying Illicit Accounts in Large Scale E-payment Networks -- A Graph Representation Learning Approach | Jun 13, 2019 | Graph EmbeddingGraph Mining | —Unverified | 0 |
| Graph Mining Meets Crowdsourcing: Extracting Experts for Answer Aggregation | May 17, 2019 | Graph Mining | —Unverified | 0 |
| TwitterMancer: Predicting Interactions on Twitter Accurately | Apr 25, 2019 | Graph Mining | —Unverified | 0 |
| Discovering Bands from Graphs | Apr 9, 2019 | Graph Mining | —Unverified | 0 |
| Unsupervised Network Embedding for Graph Visualization, Clustering and Classification | Feb 25, 2019 | ClassificationClustering | CodeCode Available | 0 |
| Deep Network Embedding for Graph Representation Learning in Signed Networks | Jan 7, 2019 | Community DetectionGraph Mining | CodeCode Available | 0 |
