| CG-TGAN: Conditional Generative Adversarial Networks with Graph Neural Networks for Tabular Data Synthesizing | Apr 11, 2025 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 | 5 |
| Learning Dynamics from Multicellular Graphs with Deep Neural Networks | Jan 22, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Learning and Evaluating Character Representations in Novels | May 1, 2022 | Graph Neural NetworkWord Embeddings | CodeCode Available | 0 | 5 |
| Centrality Graph Shift Operators for Graph Neural Networks | Nov 7, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 | 5 |
| Censoring chemical data to mitigate dual use risk | Apr 20, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Learning a Static Bug Finder from Data | Jul 12, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| CellTypeGraph: A New Geometric Computer Vision Benchmark | May 17, 2022 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| Learning Hyper Label Model for Programmatic Weak Supervision | Jul 27, 2022 | Graph Neural Networkmodel | CodeCode Available | 0 | 5 |
| Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network | Mar 26, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Learning Attribute-Structure Co-Evolutions in Dynamic Graphs | Jul 25, 2020 | AttributeGraph Neural Network | CodeCode Available | 0 | 5 |
| LASE: Learned Adjacency Spectral Embeddings | Dec 23, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 | 5 |
| LatentGNN: Learning Efficient Non-local Relations for Visual Recognition | May 28, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| A Neural Network Architecture for Program Understanding Inspired by Human Behaviors | May 10, 2022 | Clone DetectionCode Summarization | CodeCode Available | 0 | 5 |
| Advancing GraphSAGE with A Data-Driven Node Sampling | Apr 29, 2019 | General ClassificationGraph Neural Network | CodeCode Available | 0 | 5 |
| Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding | May 8, 2023 | FormGraph Neural Network | CodeCode Available | 0 | 5 |
| Language Semantic Graph Guided Data-Efficient Learning | Nov 15, 2023 | Data AugmentationGraph Neural Network | CodeCode Available | 0 | 5 |
| Factor Graph Neural Network | Jun 3, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| An entity-guided text summarization framework with relational heterogeneous graph neural network | Feb 7, 2023 | Entity EmbeddingsGraph Neural Network | CodeCode Available | 0 | 5 |
| Latent Space Representations of Neural Algorithmic Reasoners | Jul 17, 2023 | Graph Neural NetworkLearning to Execute | CodeCode Available | 0 | 5 |
| Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network Approach | Jun 18, 2017 | Graph Neural NetworkKnowledge Base Completion | CodeCode Available | 0 | 5 |
| Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets | Jun 2, 2024 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 | 5 |
| Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems | May 11, 2019 | Feature EngineeringGraph Neural Network | CodeCode Available | 0 | 5 |
| Knowledge-Enhanced Recommendation with User-Centric Subgraph Network | Mar 21, 2024 | Collaborative FilteringGraph Neural Network | CodeCode Available | 0 | 5 |
| Capsule Graph Neural Network | May 1, 2019 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 | 5 |
| Integrating Physics Inspired Features with Graph Convolution | Mar 18, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
