| Graph Neural Network for Traffic Forecasting: A Survey | Jan 27, 2021 | Demand ForecastingGraph Attention | CodeCode Available | 1 |
| Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs | Jan 21, 2021 | Event DetectionFeature Engineering | CodeCode Available | 1 |
| PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses | Jan 20, 2021 | CPUGPU | CodeCode Available | 1 |
| SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism | Jan 20, 2021 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Directed Acyclic Graph Neural Networks | Jan 20, 2021 | Graph Neural NetworkGraph Property Prediction | CodeCode Available | 1 |
| TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search | Jan 15, 2021 | Graph Neural NetworkNatural Language Understanding | CodeCode Available | 1 |
| Label Contrastive Coding based Graph Neural Network for Graph Classification | Jan 14, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Accelerating amorphous polymer electrolyte screening by learning to reduce errors in molecular dynamics simulated properties | Jan 13, 2021 | Graph Neural Network | CodeCode Available | 1 |
| HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method | Jan 12, 2021 | DecoderGraph Neural Network | CodeCode Available | 1 |
| CRSLab: An Open-Source Toolkit for Building Conversational Recommender System | Jan 4, 2021 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 |
