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| DEEP GRAPH TREE NETWORKS | Sep 29, 2021 | Graph LearningGraph Neural Network | —Unverified | 0 |
| On Locality in Graph Learning via Graph Neural Network | Sep 29, 2021 | Active LearningGraph Learning | —Unverified | 0 |
| PI-GNN: Towards Robust Semi-Supervised Node Classification against Noisy Labels | Sep 29, 2021 | Graph MiningGraph Neural Network | —Unverified | 0 |
| Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation | Sep 28, 2021 | DenoisingGraph Neural Network | —Unverified | 0 |
| Data-driven Taylor-Galerkin finite-element scheme for convection problems | Sep 27, 2021 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network-based Resource Allocation Strategies for Multi-Object Spectroscopy | Sep 27, 2021 | Graph Neural NetworkPOS | CodeCode Available | 0 |
| HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting | Sep 27, 2021 | Crime PredictionGraph Learning | —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 |
| Semi-supervised Graph Neural Network for Particle-level Noise Removal | Sep 24, 2021 | Graph Neural Network | —Unverified | 0 |
| Untrained Graph Neural Networks for Denoising | Sep 24, 2021 | DenoisingGraph Neural Network | CodeCode Available | 0 |
| Regression modeling on DNA encoded libraries | Sep 24, 2021 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Graph Learning Augmented Heterogeneous Graph Neural Network for Social Recommendation | Sep 24, 2021 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Efficient, Interpretable Graph Neural Network Representation for Angle-dependent Properties and its Application to Optical Spectroscopy | Sep 23, 2021 | Graph Neural Network | —Unverified | 0 |
| HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning | Sep 22, 2021 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| Differentiable Scaffolding Tree for Molecular Optimization | Sep 22, 2021 | Combinatorial OptimizationDrug Discovery | —Unverified | 0 |
| Graph Neural Netwrok with Interaction Pattern for Group Recommendation | Sep 21, 2021 | Graph Neural Network | —Unverified | 0 |
| Edge-similarity-aware Graph Neural Networks | Sep 20, 2021 | Graph Neural Network | CodeCode Available | 0 |
| RaWaNet: Enriching Graph Neural Network Input via Random Walks on Graphs | Sep 15, 2021 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Shape-Biased Domain Generalization via Shock Graph Embeddings | Sep 13, 2021 | Domain GeneralizationGraph Neural Network | —Unverified | 0 |
| ProcK: Machine Learning for Knowledge-Intensive Processes | Sep 10, 2021 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Graphine: A Dataset for Graph-aware Terminology Definition Generation | Sep 9, 2021 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| Single Image 3D Object Estimation with Primitive Graph Networks | Sep 9, 2021 | Graph Neural NetworkObject | CodeCode Available | 0 |
| SeDyT: A General Framework for Multi-Step Event Forecasting via Sequence Modeling on Dynamic Entity Embeddings | Sep 9, 2021 | Entity EmbeddingsGraph Neural Network | CodeCode Available | 0 |
| GNisi: A graph network for reconstructing Ising models from multivariate binarized data | Sep 9, 2021 | Graph Neural Network | —Unverified | 0 |