| The Shape Part Slot Machine: Contact-based Reasoning for Generating 3D Shapes from Parts | Dec 1, 2021 | DiversityGraph Neural Network | —Unverified | 0 |
| Solving Graph-based Public Goods Games with Tree Search and Imitation Learning | Dec 1, 2021 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network | Dec 1, 2021 | Graph Neural Network | —Unverified | 0 |
| Learning Large-Time-Step Molecular Dynamics with Graph Neural Networks | Nov 30, 2021 | Graph Neural Network | —Unverified | 0 |
| Decoding the Protein-ligand Interactions Using Parallel Graph Neural Networks | Nov 30, 2021 | Explainable artificial intelligenceGraph Neural Network | CodeCode Available | 0 |
| A Graph Deep Learning Framework for High-Level Synthesis Design Space Exploration | Nov 29, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 |
| p2pGNN: A Decentralized Graph Neural Network for Node Classification in Peer-to-Peer Networks | Nov 29, 2021 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Multi-objective Explanations of GNN Predictions | Nov 29, 2021 | counterfactualDecision Making | —Unverified | 0 |
| Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network | Nov 28, 2021 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| DSC: Deep Scan Context Descriptor for Large-Scale Place Recognition | Nov 27, 2021 | Graph Neural NetworkLoop Closure Detection | —Unverified | 0 |
| A Review on Graph Neural Network Methods in Financial Applications | Nov 27, 2021 | Graph Neural Network | —Unverified | 0 |
| On the combination of graph data for assessing thin-file borrowers' creditworthiness | Nov 26, 2021 | Feature EngineeringGraph Neural Network | —Unverified | 0 |
| Learning to Search in Task and Motion Planning with Streams | Nov 25, 2021 | Graph Neural NetworkMotion Planning | —Unverified | 0 |
| Demystifying Graph Neural Network Explanations | Nov 25, 2021 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Particle Graph Autoencoders and Differentiable, Learned Energy Mover's Distance | Nov 24, 2021 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 |
| Network In Graph Neural Network | Nov 23, 2021 | Fraud DetectionGraph Neural Network | —Unverified | 0 |
| Anomaly-resistant Graph Neural Networks via Neural Architecture Search | Nov 22, 2021 | Graph Neural NetworkNeural Architecture Search | —Unverified | 0 |
| Graph Neural Networks with Parallel Neighborhood Aggregations for Graph Classification | Nov 22, 2021 | ClassificationGraph Classification | CodeCode Available | 0 |
| Network representation learning: A macro and micro view | Nov 21, 2021 | Graph Neural NetworkNetwork Embedding | —Unverified | 0 |
| Federated Social Recommendation with Graph Neural Network | Nov 21, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 |
| Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation | Nov 20, 2021 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Image-Like Graph Representations for Improved Molecular Property Prediction | Nov 20, 2021 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| Probabilistic Spatial Distribution Prior Based Attentional Keypoints Matching Network | Nov 17, 2021 | Graph Neural NetworkImage Stitching | —Unverified | 0 |
| Enabling Automated FPGA Accelerator Optimization Using Graph Neural Networks | Nov 17, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 |
| IV-GNN : Interval Valued Data Handling Using Graph Neural Network | Nov 17, 2021 | Graph ClassificationGraph Neural Network | —Unverified | 0 |