| A Model-based GNN for Learning Precoding | Dec 1, 2022 | Graph Neural Networkmodel | —Unverified | 0 |
| Denoising Diffusion for Sampling SAT Solutions | Nov 30, 2022 | DenoisingGraph Neural Network | —Unverified | 0 |
| Continuous Neural Algorithmic Planners | Nov 29, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Confidence-Aware Graph Neural Networks for Learning Reliability Assessment Commitments | Nov 28, 2022 | Graph Neural Network | —Unverified | 0 |
| Dual Information Enhanced Multi-view Attributed Graph Clustering | Nov 28, 2022 | AttributeClustering | —Unverified | 0 |
| Proactive Robot Assistance via Spatio-Temporal Object Modeling | Nov 28, 2022 | Graph Neural NetworkObject | CodeCode Available | 0 |
| FJMP: Factorized Joint Multi-Agent Motion Prediction over Learned Directed Acyclic Interaction Graphs | Nov 27, 2022 | Autonomous DrivingGraph Neural Network | —Unverified | 0 |
| Understanding the Performance of Learning Precoding Policy with GNN and CNNs | Nov 27, 2022 | Graph Neural Network | —Unverified | 0 |
| PatchGT: Transformer over Non-trainable Clusters for Learning Graph Representations | Nov 26, 2022 | ClusteringGraph Learning | CodeCode Available | 0 |
| Learning Branching Heuristics from Graph Neural Networks | Nov 26, 2022 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Extreme Acceleration of Graph Neural Network-based Prediction Models for Quantum Chemistry | Nov 25, 2022 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| Molecular Joint Representation Learning via Multi-modal Information | Nov 25, 2022 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| End-to-end Wind Turbine Wake Modelling with Deep Graph Representation Learning | Nov 24, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Learning Cooperative Beamforming with Edge-Update Empowered Graph Neural Networks | Nov 23, 2022 | Graph Neural Network | —Unverified | 0 |
| Scalable Predictive Beamforming for IRS-Assisted Multi-User Communications: A Deep Learning Approach | Nov 23, 2022 | Graph Neural Network | —Unverified | 0 |
| MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks | Nov 23, 2022 | Computational EfficiencyGraph Neural Network | CodeCode Available | 1 |
| An ensemble of VisNet, Transformer-M, and pretraining models for molecular property prediction in OGB Large-Scale Challenge @ NeurIPS 2022 | Nov 23, 2022 | Graph Neural NetworkGraph Regression | —Unverified | 0 |
| MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series | Nov 22, 2022 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras | Nov 22, 2022 | Graph Neural Networkobject-detection | —Unverified | 0 |
| Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks | Nov 21, 2022 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Modeling Multivariate Biosignals With Graph Neural Networks and Structured State Space Models | Nov 21, 2022 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| Correlative Preference Transfer with Hierarchical Hypergraph Network for Multi-Domain Recommendation | Nov 21, 2022 | Graph Neural NetworkMarketing | —Unverified | 0 |
| RHCO: A Relation-aware Heterogeneous Graph Neural Network with Contrastive Learning for Large-scale Graphs | Nov 20, 2022 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling | Nov 20, 2022 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| Spectral Adversarial Training for Robust Graph Neural Network | Nov 20, 2022 | Graph Neural Network | CodeCode Available | 0 |
