| On Node Features for Graph Neural Networks | Nov 20, 2019 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning | Nov 20, 2019 | Generalized Zero-Shot LearningGraph Neural Network | —Unverified | 0 |
| Fast and Deep Graph Neural Networks | Nov 20, 2019 | Graph Neural Network | —Unverified | 0 |
| Heterogeneous Deep Graph Infomax | Nov 19, 2019 | ClassificationClustering | CodeCode Available | 0 |
| Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion | Nov 18, 2019 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Improving Graph Neural Network Representations of Logical Formulae with Subgraph Pooling | Nov 15, 2019 | Automated Theorem ProvingDeep Learning | CodeCode Available | 0 |
| On the choice of graph neural network architectures | Nov 13, 2019 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Leveraging Dependency Forest for Neural Medical Relation Extraction | Nov 11, 2019 | ArticlesGraph Neural Network | CodeCode Available | 0 |
| HighwayGraph: Modelling Long-distance Node Relations for Improving General Graph Neural Network | Nov 10, 2019 | General ClassificationGraph Neural Network | —Unverified | 0 |
| Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network | Nov 6, 2019 | Graph Neural NetworkOpen-Domain Question Answering | —Unverified | 0 |
| Hyper-SAGNN: a self-attention based graph neural network for hypergraphs | Nov 6, 2019 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| Learning to Fix Build Errors with Graph2Diff Neural Networks | Nov 4, 2019 | DiagnosticGraph Neural Network | —Unverified | 0 |
| Visual Relationship Detection with Relative Location Mining | Nov 2, 2019 | Graph Neural NetworkObject | CodeCode Available | 0 |
| Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification | Nov 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning to Order Graph Elements with Application to Multilingual Surface Realization | Nov 1, 2019 | Combinatorial OptimizationDecoder | —Unverified | 0 |
| A Lexicon-Based Graph Neural Network for Chinese NER | Nov 1, 2019 | Chinese Named Entity RecognitionGraph Neural Network | —Unverified | 0 |
| Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network | Nov 1, 2019 | Graph Neural NetworkMULTI-VIEW LEARNING | —Unverified | 0 |
| Multitask Learning On Graph Neural Networks Applied To Molecular Property Predictions | Oct 29, 2019 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Do Sentence Interactions Matter? Leveraging Sentence Level Representations for Fake News Classification | Oct 27, 2019 | ArticlesFeature Engineering | CodeCode Available | 0 |
| ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task | Oct 24, 2019 | Dependency ParsingGraph Neural Network | CodeCode Available | 0 |
| ProDyn0: Inferring calponin homology domain stretching behavior using graph neural networks | Oct 22, 2019 | Graph Neural Network | —Unverified | 0 |
| Personalized Graph Neural Networks with Attention Mechanism for Session-Aware Recommendation | Oct 20, 2019 | Graph Neural NetworkMachine Translation | CodeCode Available | 0 |
| Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model | Oct 19, 2019 | Graph Neural NetworkGraph-to-Sequence | CodeCode Available | 0 |
| Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data | Oct 18, 2019 | Graph Neural NetworkMotion Planning | —Unverified | 0 |
| Hierarchical Attentive Knowledge Graph Embedding for Personalized Recommendation | Oct 18, 2019 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
