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| 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 |
| 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 |
