| Towards Representation Identical Privacy-Preserving Graph Neural Network via Split Learning | Jul 13, 2021 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 |
| Generalization of graph network inferences in higher-order graphical models | Jul 12, 2021 | Graph Neural NetworkOut-of-Distribution Generalization | —Unverified | 0 |
| Group-Node Attention for Community Evolution Prediction | Jul 9, 2021 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Classifying Component Function in Product Assemblies with Graph Neural Networks | Jul 8, 2021 | Graph Neural Network | —Unverified | 0 |
| EchoEA: Echo Information between Entities and Relations for Entity Alignment | Jul 7, 2021 | AttributeEntity Alignment | CodeCode Available | 0 |
| PPGN: Physics-Preserved Graph Networks for Real-Time Fault Location in Distribution Systems with Limited Observation and Labels | Jul 5, 2021 | Graph EmbeddingGraph Learning | —Unverified | 0 |
| Learning Hierarchical Graph Neural Networks for Image Clustering | Jul 3, 2021 | ClusteringFace Clustering | CodeCode Available | 0 |
| Exploiting Positional Information for Session-based Recommendation | Jul 2, 2021 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network | Jul 2, 2021 | Graph Neural NetworkHuman motion prediction | —Unverified | 0 |
| Exploiting Cross-Session Information for Session-based Recommendation with Graph Neural Networks | Jul 2, 2021 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Curvature Graph Neural Network | Jun 30, 2021 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning | Jun 30, 2021 | Graph AttentionGraph Learning | —Unverified | 0 |
| Dual GNNs: Graph Neural Network Learning with Limited Supervision | Jun 29, 2021 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction | Jun 29, 2021 | Active LearningGraph Neural Network | CodeCode Available | 0 |
| DeepGD: A Deep Learning Framework for Graph Drawing Using GNN | Jun 27, 2021 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Deep Learning for Technical Document Classification | Jun 27, 2021 | ClassificationDecision Making | —Unverified | 0 |
| Efficient Document Image Classification Using Region-Based Graph Neural Network | Jun 25, 2021 | ClassificationDocument Classification | —Unverified | 0 |
| Privileged Zero-Shot AutoML | Jun 25, 2021 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| VEGN: Variant Effect Prediction with Graph Neural Networks | Jun 25, 2021 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Reliable Graph Neural Network Explanations Through Adversarial Training | Jun 25, 2021 | Graph Neural Network | —Unverified | 0 |
| To the Point: Efficient 3D Object Detection in the Range Image with Graph Convolution Kernels | Jun 25, 2021 | 3D Object DetectionGraph Neural Network | —Unverified | 0 |
| Fea2Fea: Exploring Structural Feature Correlations via Graph Neural Networks | Jun 24, 2021 | Feature CorrelationGraph Classification | CodeCode Available | 0 |
| MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction | Jun 24, 2021 | Graph Neural Network | —Unverified | 0 |
| GraphConfRec: A Graph Neural Network-Based Conference Recommender System | Jun 23, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| A Vertical Federated Learning Framework for Graph Convolutional Network | Jun 22, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 |
