| SliceNDice: Mining Suspicious Multi-attribute Entity Groups with Multi-view Graphs | Aug 19, 2019 | ArticlesAttribute | CodeCode Available | 0 | 5 |
| A Robust and Generalized Framework for Adversarial Graph Embedding | May 22, 2021 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 0 | 5 |
| Blindness to Modality Helps Entailment Graph Mining | Sep 21, 2021 | Graph LearningGraph Mining | CodeCode Available | 0 | 5 |
| Sirius: Visualization of Mixed Features as a Mutual Information Network Graph | Jun 9, 2021 | Dimensionality Reductionfeature selection | CodeCode Available | 0 | 5 |
| BinarizedAttack: Structural Poisoning Attacks to Graph-based Anomaly Detection | Jun 18, 2021 | Anomaly DetectionCombinatorial Optimization | CodeCode Available | 0 | 5 |
| Fast Attributed Graph Embedding via Density of States | Oct 11, 2021 | AttributeGraph Classification | CodeCode Available | 0 | 5 |
| Fast Graph Condensation with Structure-based Neural Tangent Kernel | Oct 17, 2023 | Dataset CondensationGraph Mining | CodeCode Available | 0 | 5 |
| A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor Augmentation | Aug 10, 2024 | AttributeClustering | CodeCode Available | 0 | 5 |
| PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning | May 4, 2023 | ArticlesGraph Mining | CodeCode Available | 0 | 5 |
| Contrastive Meta-Learning for Few-shot Node Classification | Jun 27, 2023 | ClassificationGraph Mining | CodeCode Available | 0 | 5 |
| Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCN | Oct 20, 2022 | Community DetectionDecoder | CodeCode Available | 0 | 5 |
| Pitfalls of Graph Neural Network Evaluation | Nov 14, 2018 | Graph MiningGraph Neural Network | CodeCode Available | 0 | 5 |
| Deep Network Embedding for Graph Representation Learning in Signed Networks | Jan 7, 2019 | Community DetectionGraph Mining | CodeCode Available | 0 | 5 |
| Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off | Nov 26, 2020 | Bayesian OptimizationGraph Mining | CodeCode Available | 0 | 5 |
| MentorGNN: Deriving Curriculum for Pre-Training GNNs | Aug 21, 2022 | Domain AdaptationGraph Mining | CodeCode Available | 0 | 5 |
| A Multivariate Extreme Value Theory Approach to Anomaly Clustering and Visualization | Jul 17, 2019 | ClusteringGraph Mining | CodeCode Available | 0 | 5 |
| Model Degradation Hinders Deep Graph Neural Networks | Jun 9, 2022 | AttributeGraph Mining | CodeCode Available | 0 | 5 |
| GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking | May 24, 2023 | BenchmarkingGraph Mining | CodeCode Available | 0 | 5 |
| Incorporating Temporal Information in Entailment Graph Mining | Sep 20, 2021 | Graph Mining | CodeCode Available | 0 | 5 |
| Independent Distribution Regularization for Private Graph Embedding | Aug 16, 2023 | AttributeGraph Embedding | CodeCode Available | 0 | 5 |
| Identity Inference on Blockchain using Graph Neural Network | Apr 14, 2021 | Graph ClassificationGraph Mining | CodeCode Available | 0 | 5 |
| Covering a Graph with Dense Subgraph Families, via Triangle-Rich Sets | Jul 23, 2024 | Graph Mining | CodeCode Available | 0 | 5 |
| Accelerating COVID-19 research with graph mining and transformer-based learning | Feb 10, 2021 | Graph Mining | CodeCode Available | 0 | 5 |
| Mathematics Content Understanding for Cyberlearning via Formula Evolution Map | Dec 31, 2018 | Graph MiningMath | CodeCode Available | 0 | 5 |
| Graph-Skeleton: ~1% Nodes are Sufficient to Represent Billion-Scale Graph | Feb 14, 2024 | Feature CorrelationGraph Mining | CodeCode Available | 0 | 5 |
