| Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models | Oct 8, 2020 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Data-Driven Learning of Geometric Scattering Networks | Oct 6, 2020 | DescriptiveGraph Classification | CodeCode Available | 0 |
| CopulaGNN: Towards Integrating Representational and Correlational Roles of Graphs in Graph Neural Networks | Oct 5, 2020 | Graph Neural Network | CodeCode Available | 1 |
| A Unified View on Graph Neural Networks as Graph Signal Denoising | Oct 5, 2020 | DenoisingGraph Neural Network | CodeCode Available | 0 |
| Knowledge Association with Hyperbolic Knowledge Graph Embeddings | Oct 5, 2020 | Entity AlignmentGraph Neural Network | CodeCode Available | 1 |
| SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization | Oct 4, 2020 | Data IntegrationGraph 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 |
| Efficient Colon Cancer Grading with Graph Neural Networks | Oct 2, 2020 | feature selectionGraph Neural Network | —Unverified | 0 |
| Attention-Based Graph Neural Network with Global Context Awareness for Document Understanding | Oct 1, 2020 | document understandinggraph construction | —Unverified | 0 |
| 基于图神经网络的汉语依存分析和语义组合计算联合模型(Joint Learning Chinese Dependency Parsing and Semantic Composition based on Graph Neural Network) | Oct 1, 2020 | Chinese Dependency ParsingDependency Parsing | —Unverified | 0 |
| Learning to Reflect and to Beamform for Intelligent Reflecting Surface with Implicit Channel Estimation | Sep 30, 2020 | Graph Neural Network | CodeCode Available | 0 |
| A general approach for identifying hierarchical symmetry constraints for analog circuit layout | Sep 30, 2020 | Graph MatchingGraph Neural Network | —Unverified | 0 |
| EWS-GCN: Edge Weight-Shared Graph Convolutional Network for Transactional Banking Data | Sep 30, 2020 | Graph Neural Network | —Unverified | 0 |
| A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing | Sep 30, 2020 | Graph Neural NetworkSemantic Parsing | CodeCode Available | 0 |
| Multi-hop Attention Graph Neural Network | Sep 29, 2020 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 |
| A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions | Sep 29, 2020 | Cloud ComputingGraph Neural Network | —Unverified | 0 |
| 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 |
| PanRep: Universal node embeddings for heterogeneous graphs | Sep 28, 2020 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Interaction-Based Trajectory Prediction Over a Hybrid Traffic Graph | Sep 27, 2020 | Autonomous DrivingGraph Neural Network | —Unverified | 0 |
| Heterogeneous Molecular Graph Neural Networks for Predicting Molecule Properties | Sep 26, 2020 | Formation EnergyGraph Neural Network | CodeCode Available | 1 |
| Graph neural induction of value iteration | Sep 26, 2020 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting | Sep 25, 2020 | Demand ForecastingGraph Neural Network | —Unverified | 0 |
| GEFA: Early Fusion Approach in Drug-Target Affinity Prediction | Sep 25, 2020 | Graph Neural Network | CodeCode Available | 1 |
| SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation | Sep 25, 2020 | Graph Neural NetworkHand Pose Estimation | —Unverified | 0 |
| Graph Neural Network for Fraud Detection via Spatial-Temporal Attention | Sep 23, 2020 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 |
