| Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text | Mar 31, 2020 | Graph Neural NetworkQuestion Answering | CodeCode Available | 1 |
| A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact | Mar 26, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Multi-Label Text Classification using Attention-based Graph Neural Network | Mar 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage | Mar 16, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Learning Algebraic Multigrid Using Graph Neural Networks | Mar 12, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction | Mar 11, 2020 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud | Mar 2, 2020 | 3D Object DetectionGraph Neural Network | CodeCode Available | 1 |
| SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks | Mar 2, 2020 | Graph Neural NetworkSegmentation | CodeCode Available | 1 |
| Permutation Invariant Graph Generation via Score-Based Generative Modeling | Mar 2, 2020 | Graph GenerationGraph Neural Network | CodeCode Available | 1 |
| MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network | Feb 24, 2020 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| One-Class Graph Neural Networks for Anomaly Detection in Attributed Networks | Feb 22, 2020 | Anomaly DetectionGeneral Classification | CodeCode Available | 1 |
| Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network | Feb 22, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 1 |
| Residual Correlation in Graph Neural Network Regression | Feb 19, 2020 | Graph Neural Networkregression | CodeCode Available | 1 |
| Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction | Feb 19, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Learning Cross-modal Context Graph for Visual Grounding | Feb 13, 2020 | Graph MatchingGraph Neural Network | CodeCode Available | 1 |
| Superpixel Image Classification with Graph Attention Networks | Feb 13, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models | Feb 12, 2020 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Differentiable Graph Module (DGM) for Graph Convolutional Networks | Feb 11, 2020 | Disease PredictionGraph Neural Network | CodeCode Available | 1 |
| Bilinear Graph Neural Network with Neighbor Interactions | Feb 10, 2020 | General ClassificationGraph Neural Network | CodeCode Available | 1 |
| PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting | Feb 10, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Graph Neural Distance Metric Learning with Graph-Bert | Feb 9, 2020 | ClusteringGraph Classification | CodeCode Available | 1 |
| Message Passing Query Embedding | Feb 6, 2020 | Entity EmbeddingsGraph Neural Network | CodeCode Available | 1 |
| MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding | Feb 5, 2020 | ClusteringDiversity | CodeCode Available | 1 |
| MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph | Feb 3, 2020 | Entity AlignmentEntity Embeddings | CodeCode Available | 1 |
| Deep Graph Matching Consensus | Jan 27, 2020 | Entity AlignmentGraph Matching | CodeCode Available | 1 |
