| RetroXpert: Decompose Retrosynthesis Prediction like a Chemist | Nov 4, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| On Self-Distilling Graph Neural Network | Nov 4, 2020 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs | Nov 3, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Sampling and Recovery of Graph Signals based on Graph Neural Networks | Nov 3, 2020 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Q. Can Knowledge Graphs be used to Answer Boolean Questions? A. It’s complicated! | Nov 1, 2020 | Entity LinkingGraph Neural Network | —Unverified | 0 |
| Generating Accurate Electronic Health Assessment from Medical Graph | Nov 1, 2020 | Clinical KnowledgeDiagnostic | —Unverified | 0 |
| Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse Relations | Nov 1, 2020 | Graph Neural Network | CodeCode Available | 0 |
| Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations | Nov 1, 2020 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| Knowledge Graph Alignment with Entity-Pair Embedding | Nov 1, 2020 | Graph Neural Network | —Unverified | 0 |
| Text Graph Transformer for Document Classification | Nov 1, 2020 | ClassificationDocument Classification | —Unverified | 0 |
| Watermarking Graph Neural Networks by Random Graphs | Nov 1, 2020 | Graph Neural NetworkModel Compression | —Unverified | 0 |
| Improving Cyberbully Detection with User Interaction | Nov 1, 2020 | Graph Neural Network | CodeCode Available | 0 |
| Self-supervised Representation Learning for Evolutionary Neural Architecture Search | Oct 31, 2020 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Network for Metal Organic Framework Potential Energy Approximation | Oct 29, 2020 | Graph Neural Network | —Unverified | 0 |
| Strongly Incremental Constituency Parsing with Graph Neural Networks | Oct 27, 2020 | Constituency ParsingGraph Neural Network | CodeCode Available | 1 |
| Contrastive Graph Neural Network Explanation | Oct 26, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Co-embedding of Nodes and Edges with Graph Neural Networks | Oct 25, 2020 | BIG-bench Machine LearningGraph Classification | —Unverified | 0 |
| Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing | Oct 25, 2020 | Graph Neural Network | —Unverified | 0 |
| Road Accident Proneness Indicator Based On Time, Weather And Location Specificity Using Graph Neural Networks | Oct 24, 2020 | Graph Neural NetworkSpecificity | —Unverified | 0 |
| GraphSpeech: Syntax-Aware Graph Attention Network For Neural Speech Synthesis | Oct 23, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning | Oct 23, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| NGAT4Rec: Neighbor-Aware Graph Attention Network For Recommendation | Oct 23, 2020 | Collaborative FilteringGraph Attention | —Unverified | 0 |
| Primal-Dual Mesh Convolutional Neural Networks | Oct 23, 2020 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| Graph Neural Network for Large-Scale Network Localization | Oct 22, 2020 | Graph Neural Networkregression | CodeCode Available | 1 |
| Rethinking pooling in graph neural networks | Oct 22, 2020 | ClusteringGraph Neural Network | CodeCode Available | 1 |
