| GloDyNE: Global Topology Preserving Dynamic Network Embedding | Aug 5, 2020 | Graph ReconstructionIncremental Learning | CodeCode Available | 1 | 5 |
| Inference Attacks Against Graph Neural Networks | Oct 6, 2021 | Graph ClassificationGraph Embedding | CodeCode Available | 1 | 5 |
| JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs | Jun 19, 2021 | Graph ReconstructionKG-to-Text Generation | CodeCode Available | 1 | 5 |
| Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks | Aug 22, 2024 | Contrastive LearningDynamic Link Prediction | CodeCode Available | 1 | 5 |
| Accurate Learning of Graph Representations with Graph Multiset Pooling | Feb 23, 2021 | Graph ClassificationGraph Clustering | CodeCode Available | 1 | 5 |
| Edge Representation Learning with Hypergraphs | Jun 30, 2021 | Graph ClassificationGraph Reconstruction | CodeCode Available | 1 | 5 |
| Data Imputation with Iterative Graph Reconstruction | Dec 6, 2022 | Data Imputation 70%Graph Generation | CodeCode Available | 1 | 5 |
| Generative Contrastive Graph Learning for Recommendation | Jul 11, 2023 | Collaborative FilteringContrastive Learning | CodeCode Available | 1 | 5 |
| Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer | Jun 11, 2019 | Graph ReconstructionPrediction | CodeCode Available | 1 | 5 |
| HEAT: Holistic Edge Attention Transformer for Structured Reconstruction | Nov 30, 2021 | Edge ClassificationExtracting Buildings In Remote Sensing Images | CodeCode Available | 1 | 5 |
