| Social Bot-Aware Graph Neural Network for Early Rumor Detection | Oct 1, 2022 | Graph Neural Network | CodeCode Available | 1 |
| A Graph Neural Network Approach to Automated Model Building in Cryo-EM Maps | Sep 30, 2022 | Graph Neural NetworkProtein Structure Prediction | CodeCode Available | 1 |
| LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics | Sep 28, 2022 | GPUGraph Neural Network | CodeCode Available | 1 |
| On Representing Linear Programs by Graph Neural Networks | Sep 25, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network | Sep 23, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Dynamic Relevance Graph Network for Knowledge-Aware Question Answering | Sep 20, 2022 | Graph Neural NetworkQuestion Answering | CodeCode Available | 1 |
| Earthquake Phase Association with Graph Neural Networks | Sep 15, 2022 | Graph Neural Network | CodeCode Available | 1 |
| A generalized-template-based graph neural network for accurate organic reactivity prediction | Sep 15, 2022 | Chemical Reaction PredictionGraph Neural Network | CodeCode Available | 1 |
| Graph Neural Networks for Low-Energy Event Classification & Reconstruction in IceCube | Sep 7, 2022 | GPUGraph Neural Network | CodeCode Available | 1 |
| SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained Image Categorization | Sep 5, 2022 | Fine-Grained Image ClassificationGraph Neural Network | CodeCode Available | 1 |
| MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian | Sep 1, 2022 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Spatio-Temporal Wind Speed Forecasting using Graph Networks and Novel Transformer Architectures | Aug 29, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network | Aug 28, 2022 | Graph Neural NetworkTrajectory Prediction | CodeCode Available | 1 |
| EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting | Aug 23, 2022 | Graph Neural Network | CodeCode Available | 1 |
| MolGraph: a Python package for the implementation of molecular graphs and graph neural networks with TensorFlow and Keras | Aug 21, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching | Aug 19, 2022 | Compiler OptimizationCPU | CodeCode Available | 1 |
| GraTO: Graph Neural Network Framework Tackling Over-smoothing with Neural Architecture Search | Aug 18, 2022 | Graph Neural NetworkNeural Architecture Search | CodeCode Available | 1 |
| EEGNN: Edge Enhanced Graph Neural Network with a Bayesian Nonparametric Graph Model | Aug 12, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks | Aug 11, 2022 | Graph Neural NetworkUncertainty Quantification | CodeCode Available | 1 |
| Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification | Aug 4, 2022 | Graph Neural Networkimage-classification | CodeCode Available | 1 |
| Neuro-symbolic computing with spiking neural networks | Aug 4, 2022 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| Graph Neural Networks for Channel Decoding | Jul 29, 2022 | DecoderGraph Neural Network | CodeCode Available | 1 |
| Distributed Nonlinear State Estimation in Electric Power Systems using Graph Neural Networks | Jul 23, 2022 | Graph Neural NetworkState Estimation | CodeCode Available | 1 |
| Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network | Jul 20, 2022 | Graph MiningGraph Neural Network | CodeCode Available | 1 |
| PoserNet: Refining Relative Camera Poses Exploiting Object Detections | Jul 19, 2022 | Graph Neural NetworkObject | CodeCode Available | 1 |
| Simplifying Clustering with Graph Neural Networks | Jul 18, 2022 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| Graph Property Prediction on Open Graph Benchmark: A Winning Solution by Graph Neural Architecture Search | Jul 13, 2022 | feature selectionGraph Classification | CodeCode Available | 1 |
| The Cosmic Graph: Optimal Information Extraction from Large-Scale Structure using Catalogues | Jul 11, 2022 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| Simple and Efficient Heterogeneous Graph Neural Network | Jul 6, 2022 | Graph Neural NetworkHeterogeneous Node Classification | CodeCode Available | 1 |
| State-Augmented Learnable Algorithms for Resource Management in Wireless Networks | Jul 5, 2022 | Graph Neural NetworkManagement | CodeCode Available | 1 |
| Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models | Jul 1, 2022 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Trajectory Forecasting on Temporal Graphs | Jul 1, 2022 | Graph Neural NetworkMotion Forecasting | CodeCode Available | 1 |
| Cross-document Misinformation Detection based on Event Graph Reasoning | Jul 1, 2022 | Articlescoreference-resolution | CodeCode Available | 1 |
| Transforming PageRank into an Infinite-Depth Graph Neural Network | Jul 1, 2022 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting | Jun 28, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| BAGEL: A Benchmark for Assessing Graph Neural Network Explanations | Jun 28, 2022 | BIG-bench Machine LearningGraph Classification | CodeCode Available | 1 |
| Automatic identification of segmentation errors for radiotherapy using geometric learning | Jun 27, 2022 | Graph Neural NetworkSelf-Supervised Learning | CodeCode Available | 1 |
| Learning to Control Local Search for Combinatorial Optimization | Jun 27, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set | Jun 27, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Image Aesthetics Assessment Using Graph Attention Network | Jun 26, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Towards Representation Alignment and Uniformity in Collaborative Filtering | Jun 26, 2022 | Collaborative FilteringGraph Neural Network | CodeCode Available | 1 |
| RetroGraph: Retrosynthetic Planning with Graph Search | Jun 23, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Agent-based Graph Neural Networks | Jun 22, 2022 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Graph Neural Network Aided MU-MIMO Detectors | Jun 19, 2022 | Graph Neural Network | CodeCode Available | 1 |
| NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search | Jun 18, 2022 | BenchmarkingGraph Neural Network | CodeCode Available | 1 |
| Sheaf Neural Networks with Connection Laplacians | Jun 17, 2022 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Time Interval-enhanced Graph Neural Network for Shared-account Cross-domain Sequential Recommendation | Jun 16, 2022 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 1 |
| Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks | Jun 11, 2022 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 1 |
| Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem | Jun 8, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage | Jun 7, 2022 | AttributeFairness | CodeCode Available | 1 |
