| Explainable Graph Pyramid Autoformer for Long-Term Traffic Forecasting | Sep 27, 2022 | Graph Neural NetworkTemporal Sequences | CodeCode Available | 0 |
| On Representing Linear Programs by Graph Neural Networks | Sep 25, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Learning Decentralized Strategies for a Perimeter Defense Game with Graph Neural Networks | Sep 24, 2022 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network Expressivity and Meta-Learning for Molecular Property Regression | Sep 24, 2022 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting | Sep 23, 2022 | Graph Neural NetworkProduction Forecasting | —Unverified | 0 |
| Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding | Sep 23, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network | Sep 23, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust | Sep 22, 2022 | Graph Neural Network | —Unverified | 0 |
| A Generalist Neural Algorithmic Learner | Sep 22, 2022 | Graph Neural NetworkLearning to Execute | CodeCode Available | 2 |
| Towards Real Time Thermal Simulations for Design Optimization using Graph Neural Networks | Sep 21, 2022 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network and Superpixel Based Brain Tissue Segmentation (Corrected Version) | Sep 21, 2022 | Graph Neural NetworkImage Segmentation | —Unverified | 0 |
| Dynamic Relevance Graph Network for Knowledge-Aware Question Answering | Sep 20, 2022 | Graph Neural NetworkQuestion Answering | CodeCode Available | 1 |
| A Simple Temporal Information Matching Mechanism for Entity Alignment Between Temporal Knowledge Graphs | Sep 20, 2022 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 |
| Interpreting the Mechanism of Synergism for Drug Combinations Using Attention-Based Hierarchical Graph Pooling | Sep 19, 2022 | Graph Neural NetworkOpen-Ended Question Answering | —Unverified | 0 |
| Imbalanced Node Processing Method in Graph Neural Network Classification Task | Sep 18, 2022 | ClassificationGraph Neural Network | —Unverified | 0 |
| De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs | Sep 17, 2022 | graph constructionGraph Neural Network | —Unverified | 0 |
| A generalized-template-based graph neural network for accurate organic reactivity prediction | Sep 15, 2022 | Chemical Reaction PredictionGraph Neural Network | CodeCode Available | 1 |
| Artificial Intelligence in Material Engineering: A review on applications of AI in Material Engineering | Sep 15, 2022 | Graph Neural NetworkProperty Prediction | —Unverified | 0 |
| VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network | Sep 15, 2022 | Graph Neural Network | —Unverified | 0 |
| DiP-GNN: Discriminative Pre-Training of Graph Neural Networks | Sep 15, 2022 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| A semantic hierarchical graph neural network for text classification | Sep 15, 2022 | ClassificationGraph Neural Network | —Unverified | 0 |
| Overhead-Free Blockage Detection and Precoding Through Physics-Based Graph Neural Networks: LIDAR Data Meets Ray Tracing | Sep 15, 2022 | Graph Neural Network | —Unverified | 0 |
| Earthquake Phase Association with Graph Neural Networks | Sep 15, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Meta-RegGNN: Predicting Verbal and Full-Scale Intelligence Scores using Graph Neural Networks and Meta-Learning | Sep 14, 2022 | Graph Neural NetworkMeta-Learning | CodeCode Available | 0 |
| Predicting Brain Multigraph Population From a Single Graph Template for Boosting One-Shot Classification | Sep 13, 2022 | Data AugmentationGraph Neural Network | CodeCode Available | 0 |
