| NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification | Mar 5, 2021 | General ClassificationGraph Neural Network | —Unverified | 0 |
| Recurrent Graph Neural Network Algorithm for Unsupervised Network Community Detection | Mar 3, 2021 | Community DetectionGraph Neural Network | CodeCode Available | 0 |
| ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations | Mar 2, 2021 | Atomic ForcesComputational Efficiency | —Unverified | 0 |
| Deep Learning strategies for ProtoDUNE raw data denoising | Mar 2, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| A Biased Graph Neural Network Sampler with Near-Optimal Regret | Mar 1, 2021 | Graph Neural Network | CodeCode Available | 0 |
| TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services | Feb 25, 2021 | Anomaly ClassificationClassification | —Unverified | 0 |
| Efficient and Interpretable Robot Manipulation with Graph Neural Networks | Feb 25, 2021 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Pre-Training on Dynamic Graph Neural Networks | Feb 24, 2021 | Graph GenerationGraph Neural Network | CodeCode Available | 0 |
| Benchmarking Graph Neural Networks on Link Prediction | Feb 24, 2021 | BenchmarkingGraph Attention | —Unverified | 0 |
| Learning Visual Models using a Knowledge Graph as a Trainer | Feb 17, 2021 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Predicting Material Properties Using a 3D Graph Neural Network with Invariant Local Descriptors | Feb 16, 2021 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |
| IronMan: GNN-assisted Design Space Exploration in High-Level Synthesis via Reinforcement Learning | Feb 16, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 |
| Sequential Recommendation in Online Games with Multiple Sequences, Tasks and User Levels | Feb 13, 2021 | Graph Neural NetworkMulti-Task Learning | —Unverified | 0 |
| SCOUT: Socially-COnsistent and UndersTandable Graph Attention Network for Trajectory Prediction of Vehicles and VRUs | Feb 12, 2021 | Autonomous VehiclesGraph Attention | —Unverified | 0 |
| Large Scale Distributed Collaborative Unlabeled Motion Planning with Graph Policy Gradients | Feb 11, 2021 | Graph Neural NetworkMotion Planning | —Unverified | 0 |
| FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation | Feb 9, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 |
| ParaVS: A Simple, Fast, Efficient and Flexible Graph Neural Network Framework for Structure-Based Virtual Screening | Feb 8, 2021 | Drug DesignGraph Neural Network | —Unverified | 0 |
| Graph Neural Network to Dilute Outliers for Refactoring Monolith Application | Feb 7, 2021 | ClusteringGraph Neural Network | CodeCode Available | 0 |
| Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network | Feb 7, 2021 | DiversityGraph Attention | —Unverified | 0 |
| Wasserstein Graph Neural Networks for Graphs with Missing Attributes | Feb 6, 2021 | AttributeGraph Neural Network | —Unverified | 0 |
| Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery | Feb 5, 2021 | AttributeData Augmentation | —Unverified | 0 |
| Noise-robust classification with hypergraph neural network | Feb 3, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Object and Relation Centric Representations for Push Effect Prediction | Feb 3, 2021 | Graph Neural NetworkObject | —Unverified | 0 |
| Graph Neural Networks to Predict Customer Satisfaction Following Interactions with a Corporate Call Center | Jan 31, 2021 | Graph Neural NetworkSpeech-to-Text | —Unverified | 0 |
| BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein Interactions | Jan 29, 2021 | Drug DiscoveryGraph Neural Network | CodeCode Available | 0 |