| Multilevel Graph Matching Networks for Deep Graph Similarity Learning | Jul 8, 2020 | Graph ClassificationGraph Matching | CodeCode Available | 1 | 5 |
| Hierarchical Graph Pooling with Structure Learning | Nov 14, 2019 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 | 5 |
| Distinguish Confusing Law Articles for Legal Judgment Prediction | Apr 6, 2020 | ArticlesGraph Neural Network | CodeCode Available | 1 | 5 |
| Mitigating Oversmoothing Through Reverse Process of GNNs for Heterophilic Graphs | Mar 11, 2024 | Graph Neural Network | CodeCode Available | 1 | 5 |
| BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology | Mar 26, 2025 | Explainable ModelsGraph Neural Network | CodeCode Available | 1 | 5 |
| CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes | Sep 19, 2020 | Graph Neural NetworkVisual Reasoning | CodeCode Available | 0 | 5 |
| CLAMP: A Contrastive Language And Molecule Pre-training Network | Nov 12, 2023 | Graph Neural Networkzero-shot-classification | CodeCode Available | 0 | 5 |
| Learning and Evaluating Character Representations in Novels | May 1, 2022 | Graph Neural NetworkWord Embeddings | CodeCode Available | 0 | 5 |
| Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly Detection | May 25, 2025 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 | 5 |
| A Graph Dynamics Prior for Relational Inference | Jun 9, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network | Mar 26, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Leap: Inductive Link Prediction via Learnable TopologyAugmentation | Mar 5, 2025 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 | 5 |
| Cascade-BGNN: Toward Efficient Self-supervised Representation Learning on Large-scale Bipartite Graphs | Jun 27, 2019 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| LatentGNN: Learning Efficient Non-local Relations for Visual Recognition | May 28, 2019 | Graph 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 |
| Learning Hyper Label Model for Programmatic Weak Supervision | Jul 27, 2022 | Graph Neural Networkmodel | CodeCode Available | 0 | 5 |
| Learning a Static Bug Finder from Data | Jul 12, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Characterizing the Efficiency of Graph Neural Network Frameworks with a Magnifying Glass | Nov 6, 2022 | Graph Neural NetworkGraph Sampling | CodeCode Available | 0 | 5 |
| Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding | May 8, 2023 | FormGraph Neural Network | CodeCode Available | 0 | 5 |
| Adversarial Attack on Graph Structured Data | Jun 6, 2018 | Adversarial AttackGraph Neural Network | CodeCode Available | 0 | 5 |
| Language Semantic Graph Guided Data-Efficient Learning | Nov 15, 2023 | Data AugmentationGraph Neural Network | CodeCode Available | 0 | 5 |
| An FEA surrogate model with Boundary Oriented Graph Embedding approach | Aug 30, 2021 | Cantilever BeamDecision Making | CodeCode Available | 0 | 5 |
| 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 |
| 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 Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network Approach | Jun 18, 2017 | Graph Neural NetworkKnowledge Base Completion | CodeCode Available | 0 | 5 |
