| Graph4Rec: A Universal Toolkit with Graph Neural Networks for Recommender Systems | Dec 2, 2021 | graph constructionGraph Neural Network | CodeCode Available | 2 |
| ProtGNN: Towards Self-Explaining Graph Neural Networks | Dec 2, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Group-Wise Learning for Weakly Supervised Semantic Segmentation | Dec 1, 2021 | Graph Neural NetworkObject Localization | CodeCode Available | 1 |
| Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network | Dec 1, 2021 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 |
| The Shape Part Slot Machine: Contact-based Reasoning for Generating 3D Shapes from Parts | Dec 1, 2021 | DiversityGraph Neural Network | —Unverified | 0 |
| Generating Diverse 3D Reconstructions from a Single Occluded Face Image | Dec 1, 2021 | 3D ReconstructionDiversity | CodeCode Available | 1 |
| KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network | Dec 1, 2021 | Graph Neural Network | —Unverified | 0 |
| Learning Semantic Representations to Verify Hardware Designs | Dec 1, 2021 | Graph Neural NetworkLearning Semantic Representations | —Unverified | 0 |
| Solving Graph-based Public Goods Games with Tree Search and Imitation Learning | Dec 1, 2021 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation | Dec 1, 2021 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| Towards Multi-Grained Explainability for Graph Neural Networks | Dec 1, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Decoding the Protein-ligand Interactions Using Parallel Graph Neural Networks | Nov 30, 2021 | Explainable artificial intelligenceGraph Neural Network | CodeCode Available | 0 |
| PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images | Nov 30, 2021 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 1 |
| Learning Large-Time-Step Molecular Dynamics with Graph Neural Networks | Nov 30, 2021 | Graph Neural Network | —Unverified | 0 |
| Multi-objective Explanations of GNN Predictions | Nov 29, 2021 | counterfactualDecision Making | —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 |
| A Graph Deep Learning Framework for High-Level Synthesis Design Space Exploration | Nov 29, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 |
| Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network | Nov 28, 2021 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| A Review on Graph Neural Network Methods in Financial Applications | Nov 27, 2021 | Graph Neural Network | —Unverified | 0 |
| Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces | Nov 27, 2021 | BenchmarkingGraph Attention | CodeCode Available | 1 |
| DSC: Deep Scan Context Descriptor for Large-Scale Place Recognition | Nov 27, 2021 | Graph Neural NetworkLoop Closure Detection | —Unverified | 0 |
| DeepGate: Learning Neural Representations of Logic Gates | Nov 26, 2021 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 1 |
| On the combination of graph data for assessing thin-file borrowers' creditworthiness | Nov 26, 2021 | Feature EngineeringGraph Neural Network | —Unverified | 0 |
| Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms | Nov 26, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Learning to Search in Task and Motion Planning with Streams | Nov 25, 2021 | Graph Neural NetworkMotion Planning | —Unverified | 0 |
