| SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification | Oct 9, 2021 | graph constructionGraph Matching | —Unverified | 0 |
| Molformer: Motif-based Transformer on 3D Heterogeneous Molecular Graphs | Oct 4, 2021 | 3D geometrygraph construction | CodeCode Available | 1 |
| Graph-Enhanced Exploration for Goal-oriented Reinforcement Learning | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions | Sep 27, 2021 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| A Graph-Based Neural Model for End-to-End Frame Semantic Parsing | Sep 25, 2021 | graph constructionSemantic Parsing | CodeCode Available | 1 |
| Modality and Negation in Event Extraction | Sep 20, 2021 | Event ExtractionFact Checking | CodeCode Available | 0 |
| Fusion with Hierarchical Graphs for Mulitmodal Emotion Recognition | Sep 15, 2021 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| End-to-end argumentation knowledge graph construction | Sep 13, 2021 | 16kFake News Detection | —Unverified | 0 |
| TNNT: The Named Entity Recognition Toolkit | Aug 31, 2021 | graph constructionnamed-entity-recognition | CodeCode Available | 1 |
| Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting | Aug 27, 2021 | graph constructionGraph Neural Network | CodeCode Available | 1 |
