| Unsupervised Semantic Representation Learning of Scientific Literature Based on Graph Attention Mechanism and Maximum Mutual Information | Oct 7, 2022 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Scientific Paper Classification Based on Graph Neural Network with Hypergraph Self-attention Mechanism | Oct 7, 2022 | Graph Neural NetworkManagement | —Unverified | 0 |
| On the Effectiveness of Hybrid Pooling in Mixup-Based Graph Learning for Language Processing | Oct 6, 2022 | Code ClassificationData Augmentation | CodeCode Available | 0 |
| Towards Prototype-Based Self-Explainable Graph Neural Network | Oct 5, 2022 | Graph Neural Network | —Unverified | 0 |
| Deep Spatial Domain Generalization | Oct 3, 2022 | Domain GeneralizationGraph Neural Network | CodeCode Available | 0 |
| ASGNN: Graph Neural Networks with Adaptive Structure | Oct 3, 2022 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm | Oct 3, 2022 | Graph Neural Network | CodeCode Available | 0 |
| TPGNN: Learning High-order Information in Dynamic Graphs via Temporal Propagation | Oct 3, 2022 | Graph Neural NetworkInformativeness | —Unverified | 0 |
| MultiScale MeshGraphNets | Oct 2, 2022 | Graph Neural Network | —Unverified | 0 |
| HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization | Oct 1, 2022 | Document SummarizationExtractive Document Summarization | —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 |
| Multi Graph Neural Network for Extractive Long Document Summarization | Oct 1, 2022 | Document SummarizationGraph Neural Network | CodeCode Available | 0 |
| Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation | Oct 1, 2022 | Graph Neural NetworkMachine Translation | CodeCode Available | 0 |
| Probabilistic Wind Park Power Prediction using Bayesian Deep Learning and Generative Adversarial Networks | Oct 1, 2022 | Bayesian InferenceGraph Neural Network | —Unverified | 0 |
| RSGT: Relational Structure Guided Temporal Relation Extraction | Oct 1, 2022 | Graph Neural NetworkNatural Language Understanding | —Unverified | 0 |
| True or False? Detecting False Information on Social Media Using Graph Neural Networks | Oct 1, 2022 | Graph Neural NetworkMisinformation | —Unverified | 0 |
| Machine learning frontier orbital energies of nanodiamonds | Sep 30, 2022 | Graph Neural Network | —Unverified | 0 |
| 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 |
| Explainable Graph Pyramid Autoformer for Long-Term Traffic Forecasting | Sep 27, 2022 | Graph Neural NetworkTemporal Sequences | CodeCode Available | 0 |
| 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 |