| Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis | Apr 16, 2021 | ClassificationEEG | CodeCode Available | 1 |
| Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks | Apr 16, 2021 | AttributeClustering | CodeCode Available | 1 |
| Accurate Prediction of Free Solvation Energy of Organic Molecules via Graph Attention Network and Message Passing Neural Network from Pairwise Atomistic Interactions | Apr 15, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Dynamic Graph Neural Networks for Sequential Recommendation | Apr 15, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks | Apr 14, 2021 | Federated LearningGraph Neural Network | CodeCode Available | 1 |
| Search to aggregate neighborhood for graph neural network | Apr 14, 2021 | AutoMLGraph Neural Network | CodeCode Available | 1 |
| Identity Inference on Blockchain using Graph Neural Network | Apr 14, 2021 | Graph ClassificationGraph Mining | CodeCode Available | 0 |
| GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition | Apr 13, 2021 | Graph Neural Networknamed-entity-recognition | CodeCode Available | 1 |
| Which Hyperparameters to Optimise? An Investigation of Evolutionary Hyperparameter Optimisation in Graph Neural Network For Molecular Property Prediction | Apr 13, 2021 | Graph Neural NetworkHyperparameter Optimization | —Unverified | 0 |
| On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs | Apr 12, 2021 | ArticlesFact Checking | —Unverified | 0 |
| Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph | Apr 12, 2021 | Graph Neural Network | —Unverified | 0 |
| Scalable Power Control/Beamforming in Heterogeneous Wireless Networks with Graph Neural Networks | Apr 12, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Pyramidal Reservoir Graph Neural Network | Apr 10, 2021 | Computational EfficiencyGraph Embedding | CodeCode Available | 1 |
| Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed | Apr 8, 2021 | AttributeCommunity Search | —Unverified | 0 |
| Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs | Apr 6, 2021 | Graph Neural Network | —Unverified | 0 |
| Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision | Apr 6, 2021 | Graph Neural Networkregression | CodeCode Available | 1 |
| Attentional Graph Neural Network for Parking-slot Detection | Apr 6, 2021 | Graph Neural Network | CodeCode Available | 1 |
| 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 |
| Segmentation of EM showers for neutrino experiments with deep graph neural networks | Apr 5, 2021 | ClusteringEM showers clusterization | CodeCode Available | 0 |
| Improving the Expressive Power of Graph Neural Network with Tinhofer Algorithm | Apr 5, 2021 | Graph Neural Network | —Unverified | 0 |
| MGN-Net: a multi-view graph normalizer for integrating heterogeneous biological network populations | Apr 4, 2021 | Graph Neural Network | CodeCode Available | 1 |
| 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 |
| Do We Need Anisotropic Graph Neural Networks? | Apr 3, 2021 | Graph Neural Network | CodeCode Available | 3 |
