| Parameterized Explainer for Graph Neural Network | Nov 9, 2020 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations | Nov 8, 2020 | Graph Neural Network | CodeCode Available | 1 |
| RetroXpert: Decompose Retrosynthesis Prediction like a Chemist | Nov 4, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Graph Neural Networks in Recommender Systems: A Survey | Nov 4, 2020 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 |
| Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations | Nov 1, 2020 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| 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 |
| Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning | Oct 23, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| Primal-Dual Mesh Convolutional Neural Networks | Oct 23, 2020 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| Metapath- and Entity-aware Graph Neural Network for Recommendation | Oct 22, 2020 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Graph Neural Network for Large-Scale Network Localization | Oct 22, 2020 | Graph Neural Networkregression | CodeCode Available | 1 |
| Basket Recommendation with Multi-Intent Translation Graph Neural Network | Oct 22, 2020 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Rethinking pooling in graph neural networks | Oct 22, 2020 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| Neural Deepfake Detection with Factual Structure of Text | Oct 15, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Identifying Possible Rumor Spreaders on Twitter: A Weak Supervised Learning Approach | Oct 15, 2020 | Graph Neural NetworkMisinformation | CodeCode Available | 1 |
| A Graph Neural Network Framework for Causal Inference in Brain Networks | Oct 14, 2020 | Causal InferenceGraph Neural Network | CodeCode Available | 1 |
| Deep Imitation Learning for Bimanual Robotic Manipulation | Oct 11, 2020 | Graph Neural NetworkImitation Learning | CodeCode Available | 1 |
| Smooth Variational Graph Embeddings for Efficient Neural Architecture Search | Oct 9, 2020 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| CopulaGNN: Towards Integrating Representational and Correlational Roles of Graphs in Graph Neural Networks | Oct 5, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Knowledge Association with Hyperbolic Knowledge Graph Embeddings | Oct 5, 2020 | Entity AlignmentGraph Neural Network | CodeCode Available | 1 |
| Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network | Oct 4, 2020 | Graph Neural NetworkReview Generation | CodeCode Available | 1 |
| SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization | Oct 4, 2020 | Data IntegrationGraph Neural Network | CodeCode Available | 1 |
| Multi-hop Attention Graph Neural Network | Sep 29, 2020 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 |
| A Traffic Light Dynamic Control Algorithm with Deep Reinforcement Learning Based on GNN Prediction | Sep 29, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| Heterogeneous Molecular Graph Neural Networks for Predicting Molecule Properties | Sep 26, 2020 | Formation EnergyGraph Neural Network | CodeCode Available | 1 |
