| 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 |
