| Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning | Dec 6, 2024 | Contrastive LearningEntity Alignment | CodeCode Available | 0 |
| Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network | Oct 14, 2019 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks | Sep 8, 2019 | General ClassificationGraph Neural Network | CodeCode Available | 0 |
| Detecting Vulnerable Nodes in Urban Infrastructure Interdependent Network | Jul 19, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph Transformers | Jul 18, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Customizing Graph Neural Networks using Path Reweighting | Jun 21, 2021 | Data AugmentationGraph Attention | CodeCode Available | 0 |
| On the choice of graph neural network architectures | Nov 13, 2019 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Detecting structural perturbations from time series with deep learning | Jun 9, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks | Apr 22, 2023 | Graph Neural Network | CodeCode Available | 0 |
| A Novel Unsupervised Graph Wavelet Autoencoder for Mechanical System Fault Detection | Jul 20, 2023 | Fault DetectionGraph Neural Network | CodeCode Available | 0 |
| On the Equivalence of Graph Convolution and Mixup | Sep 29, 2023 | Data AugmentationGraph Neural Network | CodeCode Available | 0 |
| Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning | May 30, 2025 | Dimensionality Reductionfeature selection | 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 |
| ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation | Jun 8, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 |
| On the Power of Graph Neural Networks and Feature Augmentation Strategies to Classify Social Networks | Jan 11, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| Detecting Homeomorphic 3-manifolds via Graph Neural Networks | Sep 1, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Segmentation of EM showers for neutrino experiments with deep graph neural networks | Apr 5, 2021 | ClusteringEM showers clusterization | CodeCode Available | 0 |
| ABG-NAS: Adaptive Bayesian Genetic Neural Architecture Search for Graph Representation Learning | Apr 30, 2025 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| GraphAge: Unleashing the power of Graph Neural Network to Decode Epigenetic Aging | Aug 2, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Open Vocabulary Learning on Source Code with a Graph-Structured Cache | Oct 18, 2018 | Code CompletionGraph Neural Network | CodeCode Available | 0 |
| Open-World Lifelong Graph Learning | Oct 19, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Matrix Shuffle-Exchange Networks for Hard 2D Tasks | Jun 29, 2020 | Graph Neural NetworkImage Classification | CodeCode Available | 0 |
| Self-consistent Deep Geometric Learning for Heterogeneous Multi-source Spatial Point Data Prediction | Jun 30, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Towards Sample Efficient Agents through Algorithmic Alignment | Aug 7, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text | Oct 19, 2023 | Graph Neural NetworkSpatial Reasoning | CodeCode Available | 0 |
