| Graph Mining for Cybersecurity: A Survey | Apr 2, 2023 | Graph MiningSurvey | —Unverified | 0 |
| GAT-COBO: Cost-Sensitive Graph Neural Network for Telecom Fraud Detection | Mar 29, 2023 | Anomaly DetectionFraud Detection | CodeCode Available | 1 |
| Graph Neural Network Surrogates of Fair Graph Filtering | Mar 14, 2023 | FairnessGraph Mining | —Unverified | 0 |
| SynGraphy: Succinct Summarisation of Large Networks via Small Synthetic Representative Graphs | Feb 15, 2023 | Graph MiningGraph Sampling | —Unverified | 0 |
| Adaptive Depth Graph Attention Networks | Jan 16, 2023 | Graph AttentionGraph Mining | —Unverified | 0 |
| Signed Directed Graph Contrastive Learning with Laplacian Augmentation | Jan 12, 2023 | Contrastive LearningGraph Mining | —Unverified | 0 |
| NetEffect: Discovery and Exploitation of Generalized Network Effects | Dec 31, 2022 | Graph MiningNode Classification | CodeCode Available | 0 |
| Trajectory Flow Map: Graph-based Approach to Analysing Temporal Evolution of Aggregated Traffic Flows in Large-scale Urban Networks | Dec 6, 2022 | Graph Mining | —Unverified | 0 |
| Evaluating COVID-19 Sequence Data Using Nearest-Neighbors Based Network Model | Nov 19, 2022 | ClusteringGraph Mining | —Unverified | 0 |
| Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs | Nov 15, 2022 | Graph MiningLink Prediction | CodeCode Available | 1 |
| FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node Classification | Oct 25, 2022 | Adversarial RobustnessData Poisoning | —Unverified | 0 |
| Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCN | Oct 20, 2022 | Community DetectionDecoder | CodeCode Available | 0 |
| Minimizing low-rank models of high-order tensors: Hardness, span, tight relaxation, and applications | Oct 16, 2022 | Graph MiningRecommendation Systems | —Unverified | 0 |
| Code Recommendation for Open Source Software Developers | Oct 15, 2022 | Graph MiningRecommendation Systems | CodeCode Available | 1 |
| Boosting Graph Neural Networks via Adaptive Knowledge Distillation | Oct 12, 2022 | Graph ClassificationGraph Mining | —Unverified | 0 |
| JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks | Oct 12, 2022 | Active LearningGraph Mining | —Unverified | 0 |
| Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining | Oct 8, 2022 | Graph MiningNode Classification | CodeCode Available | 0 |
| Contrastive Graph Few-Shot Learning | Sep 30, 2022 | Contrastive LearningFew-Shot Learning | —Unverified | 0 |
| FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs | Aug 29, 2022 | Federated LearningGraph Learning | CodeCode Available | 1 |
| MentorGNN: Deriving Curriculum for Pre-Training GNNs | Aug 21, 2022 | Domain AdaptationGraph Mining | CodeCode Available | 0 |
| From Time Series to Networks in R with the ts2net Package | Aug 20, 2022 | Graph MiningTime Series | CodeCode Available | 1 |
| GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs | Aug 12, 2022 | Community DetectionGraph Mining | —Unverified | 0 |
| Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network | Jul 20, 2022 | Graph MiningGraph Neural Network | CodeCode Available | 1 |
| Deep Manifold Learning with Graph Mining | Jul 18, 2022 | Graph Mining | —Unverified | 0 |
| Learning node embeddings via summary graphs: a brief theoretical analysis | Jul 4, 2022 | Graph MiningGraph Representation Learning | —Unverified | 0 |
