| GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based Histogram Intersection | Jan 17, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| PAGE: Parametric Generative Explainer for Graph Neural Network | Aug 26, 2024 | DecoderDimensionality Reduction | CodeCode Available | 0 |
| Towards Sparse Hierarchical Graph Classifiers | Nov 3, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Bias Reduction via Cooperative Bargaining in Synthetic Graph Dataset Generation | May 27, 2022 | BenchmarkingDataset Generation | CodeCode Available | 0 |
| GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation | Jun 28, 2019 | Graph Neural Network | CodeCode Available | 0 |
| GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network | Feb 18, 2024 | Graph Neural NetworkIn-Context Learning | CodeCode Available | 0 |
| GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs | Dec 4, 2023 | Explanation GenerationGraph Neural Network | CodeCode Available | 0 |
| Self-supervised Representation Learning for Evolutionary Neural Architecture Search | Oct 31, 2020 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 |
| GMNN: Graph Markov Neural Networks | May 15, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Inferring Past Human Actions in Homes with Abductive Reasoning | Oct 24, 2022 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at Scale | Feb 13, 2024 | DisentanglementGraph Attention | CodeCode Available | 0 |
| Tackling Graphical NLP problems with Graph Recurrent Networks | Jul 13, 2019 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| Global Stock Market Volatility Forecasting Incorporating Dynamic Graphs and All Trading Days | Sep 6, 2024 | AllDecision Making | CodeCode Available | 0 |
| Advancing GraphSAGE with A Data-Driven Node Sampling | Apr 29, 2019 | General ClassificationGraph Neural Network | CodeCode Available | 0 |
| Global Reasoning over Database Structures for Text-to-SQL Parsing | Aug 29, 2019 | Graph Neural NetworkSemantic Parsing | CodeCode Available | 0 |
| Global Prediction of COVID-19 Variant Emergence Using Dynamics-Informed Graph Neural Networks | Jan 7, 2024 | BenchmarkingGraph Neural Network | CodeCode Available | 0 |
| Deep Neural Architecture Search with Deep Graph Bayesian Optimization | May 14, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors | Jan 18, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Particle Graph Autoencoders and Differentiable, Learned Energy Mover's Distance | Nov 24, 2021 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 |
| BHGNN-RT: Network embedding for directed heterogeneous graphs | Nov 24, 2023 | Graph Neural NetworkNetwork Embedding | CodeCode Available | 0 |
| Partition Pooling for Convolutional Graph Network Applications in Particle Physics | Aug 11, 2022 | Graph Neural Network | CodeCode Available | 0 |
| PatchGT: Transformer over Non-trainable Clusters for Learning Graph Representations | Nov 26, 2022 | ClusteringGraph Learning | CodeCode Available | 0 |
| GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data | Mar 16, 2023 | Federated LearningGraph Neural Network | CodeCode Available | 0 |
| Path-aware Siamese Graph Neural Network for Link Prediction | Aug 10, 2022 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 |
| Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing | Dec 9, 2020 | Graph Neural NetworkSemantic Parsing | CodeCode Available | 0 |
