| DRIFT: Deep Reinforcement Learning for Functional Software Testing | Jul 16, 2020 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Deep Learning for Abstract Argumentation Semantics | Jul 15, 2020 | Abstract ArgumentationDeep Learning | CodeCode Available | 1 |
| OrbNet: Deep Learning for Quantum Chemistry Using Symmetry-Adapted Atomic-Orbital Features | Jul 15, 2020 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |
| Part-aware Prototype Network for Few-shot Semantic Segmentation | Jul 13, 2020 | Few-Shot Semantic SegmentationGraph Neural Network | CodeCode Available | 1 |
| Automated Intracranial Artery Labeling using a Graph Neural Network and Hierarchical Refinement | Jul 11, 2020 | Graph Neural Network | CodeCode Available | 1 |
| GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification | Jul 9, 2020 | Automatic Sleep Stage ClassificationClassification | CodeCode Available | 0 |
| Node Copying for Protection Against Graph Neural Network Topology Attacks | Jul 9, 2020 | Graph Neural Network | —Unverified | 0 |
| Multi-Agent Routing Value Iteration Network | Jul 9, 2020 | Autonomous VehiclesGraph Neural Network | CodeCode Available | 1 |
| Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction | Jul 8, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Multilevel Graph Matching Networks for Deep Graph Similarity Learning | Jul 8, 2020 | Graph ClassificationGraph Matching | CodeCode Available | 1 |
| ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction | Jul 7, 2020 | Active LearningGraph Neural Network | CodeCode Available | 1 |
| Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks | Jul 6, 2020 | Graph Neural NetworkTime Series | CodeCode Available | 0 |
| GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation | Jul 6, 2020 | AttributeGraph Neural Network | CodeCode Available | 0 |
| Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting | Jul 6, 2020 | Graph GenerationGraph Neural Network | CodeCode Available | 1 |
| Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs | Jul 5, 2020 | Graph Neural NetworkMeta-Learning | CodeCode Available | 1 |
| TilinGNN: Learning to Tile with Self-Supervised Graph Neural Network | Jul 5, 2020 | Graph Neural Network | CodeCode Available | 1 |
| HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification | Jul 1, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Handling Variable-Dimensional Time Series with Graph Neural Networks | Jul 1, 2020 | Activity RecognitionGraph Neural Network | —Unverified | 0 |
| Multimodal Neural Graph Memory Networks for Visual Question Answering | Jul 1, 2020 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer | Jul 1, 2020 | Graph Neural NetworkTransfer Learning | —Unverified | 0 |
| Cross-Scale Internal Graph Neural Network for Image Super-Resolution | Jun 30, 2020 | Graph Neural NetworkImage Restoration | CodeCode Available | 1 |
| Matrix Shuffle-Exchange Networks for Hard 2D Tasks | Jun 29, 2020 | Graph Neural NetworkImage Classification | CodeCode Available | 0 |
| Hybrid Models for Learning to Branch | Jun 26, 2020 | CPUGPU | CodeCode Available | 1 |
| Resource Allocation via Graph Neural Networks in Free Space Optical Fronthaul Networks | Jun 26, 2020 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network Based Coarse-Grained Mapping Prediction | Jun 24, 2020 | ClusteringGraph Neural Network | CodeCode Available | 1 |
