| Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution | Jul 1, 2022 | Dynamic graph embeddingGraph Embedding | —Unverified | 0 |
| Task-Adaptive Few-shot Node Classification | Jun 23, 2022 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Transferable Graph Backdoor Attack | Jun 21, 2022 | Backdoor AttackGraph Mining | —Unverified | 0 |
| Geometric Matrix Completion via Sylvester Multi-Graph Neural Network | Jun 19, 2022 | Graph MiningGraph Neural Network | —Unverified | 0 |
| All the World's a (Hyper)Graph: A Data Drama | Jun 16, 2022 | AllGraph Learning | CodeCode Available | 1 |
| NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs | Jun 10, 2022 | Graph LearningGraph Mining | CodeCode Available | 1 |
| Model Degradation Hinders Deep Graph Neural Networks | Jun 9, 2022 | AttributeGraph Mining | CodeCode Available | 0 |
| A Bird's-Eye Tutorial of Graph Attention Architectures | Jun 6, 2022 | Graph AttentionGraph Mining | —Unverified | 0 |
| Relphormer: Relational Graph Transformer for Knowledge Graph Representations | May 22, 2022 | General KnowledgeGraph Mining | CodeCode Available | 1 |
| kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval | May 12, 2022 | DiversityGraph Mining | —Unverified | 0 |
| A Survey on Fairness for Machine Learning on Graphs | May 11, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Functional2Structural: Cross-Modality Brain Networks Representation Learning | May 6, 2022 | Disease PredictionGraph Learning | —Unverified | 0 |
| Fairness in Graph Mining: A Survey | Apr 21, 2022 | FairnessGraph Mining | CodeCode Available | 1 |
| TigerLily: Finding drug interactions in silico with the Graph | Apr 18, 2022 | Graph Mining | CodeCode Available | 1 |
| Reinforcement learning on graphs: A survey | Apr 13, 2022 | Graph Miningreinforcement-learning | CodeCode Available | 1 |
| Few-Shot Learning on Graphs | Mar 17, 2022 | Few-Shot LearningGraph Mining | —Unverified | 0 |
| Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction | Feb 18, 2022 | DecoderGraph Mining | CodeCode Available | 1 |
| Mining On Alzheimer's Diseases Related Knowledge Graph to Identity Potential AD-related Semantic Triples for Drug Repurposing | Feb 17, 2022 | Graph MiningKnowledge Graph Completion | —Unverified | 0 |
| Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities | Feb 8, 2022 | Domain AdaptationGraph Mining | CodeCode Available | 1 |
| RecoMed: A Knowledge-Aware Recommender System for Hypertension Medications | Jan 9, 2022 | Decision MakingGraph Mining | —Unverified | 0 |
| Gophormer: Ego-Graph Transformer for Node Classification | Oct 25, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding | Oct 14, 2021 | Graph MiningKnowledge Graphs | —Unverified | 0 |
| Fast Attributed Graph Embedding via Density of States | Oct 11, 2021 | AttributeGraph Classification | CodeCode Available | 0 |
| PI-GNN: Towards Robust Semi-Supervised Node Classification against Noisy Labels | Sep 29, 2021 | Graph MiningGraph Neural Network | —Unverified | 0 |
| Blindness to Modality Helps Entailment Graph Mining | Sep 21, 2021 | Graph LearningGraph Mining | CodeCode Available | 0 |
