| Context-Aware Visual Compatibility Prediction | Feb 10, 2019 | Graph Neural NetworkMetric Learning | CodeCode Available | 0 |
| Graph Warp Module: an Auxiliary Module for Boosting the Power of Graph Neural Networks in Molecular Graph Analysis | Feb 4, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Hypergraph Convolution and Hypergraph Attention | Jan 23, 2019 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Typed Graph Networks | Jan 23, 2019 | Graph Neural Network | CodeCode Available | 0 |
| TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors | Jan 18, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Human Pose Estimation with Spatial Contextual Information | Jan 7, 2019 | Graph Neural NetworkPose Estimation | —Unverified | 0 |
| Graph Neural Networks with convolutional ARMA filters | Jan 5, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Graph Neural Networks: A Review of Methods and Applications | Dec 20, 2018 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification | Dec 10, 2018 | Graph ClassificationGraph Embedding | —Unverified | 0 |
| Scan2Mesh: From Unstructured Range Scans to 3D Meshes | Nov 26, 2018 | Graph Neural Network | CodeCode Available | 0 |
| Role action embeddings: scalable representation of network positions | Nov 19, 2018 | General ClassificationGraph Neural Network | CodeCode Available | 0 |
| Hierarchical Bipartite Graph Convolution Networks | Nov 17, 2018 | Graph Neural Network | —Unverified | 0 |
| Pitfalls of Graph Neural Network Evaluation | Nov 14, 2018 | Graph MiningGraph Neural Network | CodeCode Available | 0 |
| Image-Level Attentional Context Modeling Using Nested-Graph Neural Networks | Nov 9, 2018 | Graph GenerationGraph Neural Network | —Unverified | 0 |
| A Recurrent Graph Neural Network for Multi-Relational Data | Nov 5, 2018 | Graph Neural NetworkSociology | CodeCode Available | 0 |
| Towards Sparse Hierarchical Graph Classifiers | Nov 3, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Online Planner Selection with Graph Neural Networks and Adaptive Scheduling | Nov 1, 2018 | Deep LearningGraph Neural Network | CodeCode Available | 0 |
| Mean-field theory of graph neural networks in graph partitioning | Oct 29, 2018 | Bayesian InferenceGeneral Classification | —Unverified | 0 |
| Community Detection with Graph Neural Networks | Oct 25, 2018 | Community DetectionGraph Classification | CodeCode Available | 0 |
| Streaming Graph Neural Networks | Oct 24, 2018 | Community DetectionGeneral Classification | CodeCode Available | 1 |
| Towards Efficient Large-Scale Graph Neural Network Computing | Oct 19, 2018 | GPUGraph Neural Network | —Unverified | 0 |
| Open Vocabulary Learning on Source Code with a Graph-Structured Cache | Oct 18, 2018 | Code CompletionGraph Neural Network | CodeCode Available | 0 |
| Graph HyperNetworks for Neural Architecture Search | Oct 12, 2018 | Graph Neural NetworkNeural Architecture Search | CodeCode Available | 1 |
| Graph Pattern Mining and Learning through User-defined Relations (Extended Version) | Sep 14, 2018 | Graph Neural NetworkStochastic Optimization | CodeCode Available | 0 |
| Neural Guided Constraint Logic Programming for Program Synthesis | Sep 8, 2018 | Graph Neural NetworkProgram Synthesis | CodeCode Available | 0 |
