| Deep Graph Matching Consensus | Jan 27, 2020 | Entity AlignmentGraph Matching | CodeCode Available | 1 | 5 |
| Geodesic Graph Neural Network for Efficient Graph Representation Learning | Oct 6, 2022 | Graph ClassificationGraph Learning | CodeCode Available | 1 | 5 |
| Dual Side Deep Context-aware Modulation for Social Recommendation | Mar 16, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 | 5 |
| Multi-hop Attention Graph Neural Network | Sep 29, 2020 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 | 5 |
| Gibbs-Helmholtz Graph Neural Network: capturing the temperature dependency of activity coefficients at infinite dilution | Dec 2, 2022 | Graph Neural Network | CodeCode Available | 1 | 5 |
| GIANT: Scalable Creation of a Web-scale Ontology | Apr 5, 2020 | Graph Neural NetworkNews Recommendation | CodeCode Available | 1 | 5 |
| Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching | Aug 19, 2022 | Compiler OptimizationCPU | CodeCode Available | 1 | 5 |
| Deep Imitation Learning for Bimanual Robotic Manipulation | Oct 11, 2020 | Graph Neural NetworkImitation Learning | CodeCode Available | 1 | 5 |
| Deep Implicit Coordination Graphs for Multi-agent Reinforcement Learning | Jun 19, 2020 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition | Apr 13, 2021 | Graph Neural Networknamed-entity-recognition | CodeCode Available | 1 | 5 |
| FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design | May 28, 2025 | Graph Neural Network | CodeCode Available | 1 | 5 |
| Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks | Oct 8, 2021 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 | 5 |
| Optimal Transport Graph Neural Networks | Jun 8, 2020 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 | 5 |
| Optimization of Graph Neural Networks with Natural Gradient Descent | Aug 21, 2020 | Graph Neural NetworkNode Classification | CodeCode Available | 1 | 5 |
| Deep Learning for Abstract Argumentation Semantics | Jul 15, 2020 | Abstract ArgumentationDeep Learning | CodeCode Available | 1 | 5 |
| Automated Intracranial Artery Labeling using a Graph Neural Network and Hierarchical Refinement | Jul 11, 2020 | Graph Neural Network | CodeCode Available | 1 | 5 |
| PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning | May 10, 2024 | DecoderGeneralization Bounds | CodeCode Available | 1 | 5 |
| GMOCAT: A Graph-Enhanced Multi-Objective Method for Computerized Adaptive Testing | Oct 11, 2023 | DiversityGraph Neural Network | CodeCode Available | 1 | 5 |
| DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization | Aug 24, 2021 | DiversityGraph Neural Network | CodeCode Available | 1 | 5 |
| Graph WaveNet for Deep Spatial-Temporal Graph Modeling | May 31, 2019 | Graph Neural NetworkRelation | CodeCode Available | 1 | 5 |
| GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization | Mar 29, 2023 | Code GenerationCPU | CodeCode Available | 1 | 5 |
| PARAGRAPH2GRAPH: A GNN-based framework for layout paragraph analysis | Apr 24, 2023 | Document Layout AnalysisGraph Neural Network | CodeCode Available | 1 | 5 |
| Automatic identification of segmentation errors for radiotherapy using geometric learning | Jun 27, 2022 | Graph Neural NetworkSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic Environments | Feb 3, 2025 | Efficient ExplorationGraph Neural Network | CodeCode Available | 1 | 5 |
| DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting | Aug 16, 2023 | Graph Neural NetworkGraph Regression | CodeCode Available | 1 | 5 |
