| Learning Spatial Context with Graph Neural Network for Multi-Person Pose Grouping | Apr 6, 2021 | ClusteringGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Networks Based Detection of Stealth False Data Injection Attacks in Smart Grids | Apr 5, 2021 | Graph Neural Network | —Unverified | 0 |
| Improving the Expressive Power of Graph Neural Network with Tinhofer Algorithm | Apr 5, 2021 | Graph Neural Network | —Unverified | 0 |
| Segmentation of EM showers for neutrino experiments with deep graph neural networks | Apr 5, 2021 | ClusteringEM showers clusterization | CodeCode Available | 0 |
| Unsupervised Domain Adaptation with Global and Local Graph Neural Networks in Limited Labeled Data Scenario: Application to Disaster Management | Apr 3, 2021 | Domain AdaptationGraph Neural Network | —Unverified | 0 |
| Topological Regularization for Graph Neural Networks Augmentation | Apr 3, 2021 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification | Apr 1, 2021 | Fact VerificationGraph Neural Network | —Unverified | 0 |
| Qubit Routing using Graph Neural Network aided Monte Carlo Tree Search | Apr 1, 2021 | Graph Neural Network | CodeCode Available | 0 |
| HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks | Mar 31, 2021 | Code Documentation GenerationCode Summarization | CodeCode Available | 0 |
| Context-aware short-term interest first model for session-based recommendation | Mar 29, 2021 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| Graph Classification by Mixture of Diverse Experts | Mar 29, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning | Mar 29, 2021 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Unified Graph Structured Models for Video Understanding | Mar 29, 2021 | Action DetectionGraph Classification | —Unverified | 0 |
| InsertGNN: Can Graph Neural Networks Outperform Humans in TOEFL Sentence Insertion Problem? | Mar 28, 2021 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Preserve, Promote, or Attack? GNN Explanation via Topology Perturbation | Mar 25, 2021 | Graph Neural Networkimage-classification | —Unverified | 0 |
| Complex Factoid Question Answering with a Free-Text Knowledge Graph | Mar 23, 2021 | Graph Neural NetworkGraph Question Answering | —Unverified | 0 |
| GraphDIVE: Graph Classification by Mixture of Diverse Experts | Mar 21, 2021 | ClassificationGraph Classification | CodeCode Available | 0 |
| MARS: Markov Molecular Sampling for Multi-objective Drug Discovery | Mar 18, 2021 | Drug DiscoveryGraph Neural Network | CodeCode Available | 0 |
| Mention-centered Graph Neural Network for Document-level Relation Extraction | Mar 15, 2021 | Document-level Relation ExtractionGraph Neural Network | —Unverified | 0 |
| R-GSN: The Relation-based Graph Similar Network for Heterogeneous Graph | Mar 14, 2021 | Graph Neural NetworkRelation | CodeCode Available | 0 |
| Metapaths guided Neighbors aggregated Network for?Heterogeneous Graph Reasoning | Mar 11, 2021 | DiversityGraph Embedding | —Unverified | 0 |
| Heterogeneous Information Network-based Interest Composition with Graph Neural Network for Recommendation | Mar 11, 2021 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Improving Sequential Recommendation with Attribute-augmented Graph Neural Networks | Mar 10, 2021 | AttributeGraph Neural Network | —Unverified | 0 |
| Learning Graph Neural Networks with Positive and Unlabeled Nodes | Mar 8, 2021 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Fast Interactive Video Object Segmentation with Graph Neural Networks | Mar 5, 2021 | Graph Neural NetworkInteractive Video Object Segmentation | CodeCode Available | 0 |
| 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 |