| Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering | Oct 6, 2022 | Entity EmbeddingsGraph Neural Network | CodeCode Available | 1 |
| Geodesic Graph Neural Network for Efficient Graph Representation Learning | Oct 6, 2022 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| Towards Prototype-Based Self-Explainable Graph Neural Network | Oct 5, 2022 | Graph Neural Network | —Unverified | 0 |
| TPGNN: Learning High-order Information in Dynamic Graphs via Temporal Propagation | Oct 3, 2022 | Graph Neural NetworkInformativeness | —Unverified | 0 |
| Deep Spatial Domain Generalization | Oct 3, 2022 | Domain GeneralizationGraph Neural Network | CodeCode Available | 0 |
| DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm | Oct 3, 2022 | Graph Neural Network | CodeCode Available | 0 |
| ASGNN: Graph Neural Networks with Adaptive Structure | Oct 3, 2022 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation | Oct 2, 2022 | Graph Neural NetworkPrivacy Preserving | CodeCode Available | 1 |
| MultiScale MeshGraphNets | Oct 2, 2022 | Graph Neural Network | —Unverified | 0 |
| Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems like Max-Cut | Oct 2, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Probabilistic Wind Park Power Prediction using Bayesian Deep Learning and Generative Adversarial Networks | Oct 1, 2022 | Bayesian InferenceGraph Neural Network | —Unverified | 0 |
| True or False? Detecting False Information on Social Media Using Graph Neural Networks | Oct 1, 2022 | Graph Neural NetworkMisinformation | —Unverified | 0 |
| Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation | Oct 1, 2022 | Graph Neural NetworkMachine Translation | CodeCode Available | 0 |
| Social Bot-Aware Graph Neural Network for Early Rumor Detection | Oct 1, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Multi Graph Neural Network for Extractive Long Document Summarization | Oct 1, 2022 | Document SummarizationGraph Neural Network | CodeCode Available | 0 |
| HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization | Oct 1, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| RSGT: Relational Structure Guided Temporal Relation Extraction | Oct 1, 2022 | Graph Neural NetworkNatural Language Understanding | —Unverified | 0 |
| Gait-based Age Group Classification with Adaptive Graph Neural Network | Oct 1, 2022 | Graph Neural NetworkPose Estimation | —Unverified | 0 |
| Differentiable Parsing and Visual Grounding of Natural Language Instructions for Object Placement | Oct 1, 2022 | Graph Neural NetworkObject | —Unverified | 0 |
| Machine learning frontier orbital energies of nanodiamonds | Sep 30, 2022 | Graph Neural Network | —Unverified | 0 |
| A Graph Neural Network Approach to Automated Model Building in Cryo-EM Maps | Sep 30, 2022 | Graph Neural NetworkProtein Structure Prediction | CodeCode Available | 1 |
| GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials | Sep 30, 2022 | Graph Neural NetworkInductive Learning | —Unverified | 0 |
| Graph Attention Network for Camera Relocalization on Dynamic Scenes | Sep 29, 2022 | Camera RelocalizationGraph Attention | —Unverified | 0 |
| Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning | Sep 28, 2022 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 2 |
| LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics | Sep 28, 2022 | GPUGraph Neural Network | CodeCode Available | 1 |
| 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 |
