| Iterative Refinement Graph Neural Network for Antibody Sequence-Structure Co-design | Oct 9, 2021 | Graph Neural NetworkProtein Design | CodeCode Available | 1 |
| Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach | Oct 9, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering | Oct 8, 2021 | Answer GenerationDecoder | —Unverified | 0 |
| Knowledge-aware Coupled Graph Neural Network for Social Recommendation | Oct 8, 2021 | Collaborative FilteringGraph Neural Network | CodeCode Available | 1 |
| Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation | Oct 8, 2021 | Graph Neural NetworkSegmentation | —Unverified | 0 |
| Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks | Oct 8, 2021 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 |
| Social Recommendation with Self-Supervised Metagraph Informax Network | Oct 8, 2021 | Collaborative FilteringGraph Neural Network | CodeCode Available | 1 |
| 3D Infomax improves GNNs for Molecular Property Prediction | Oct 8, 2021 | Contrastive LearningGraph Learning | CodeCode Available | 1 |
| Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation | Oct 8, 2021 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 1 |
| From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness | Oct 7, 2021 | Graph Neural Network | CodeCode Available | 1 |
