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| Graph Neural Network Causal Explanation via Neural Causal Models | Jul 12, 2024 | Causal InferenceGraph Neural Network | CodeCode Available | 0 |
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| A Graphical Approach to Document Layout Analysis | Aug 3, 2023 | Document Layout AnalysisGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Network-based Resource Allocation Strategies for Multi-Object Spectroscopy | Sep 27, 2021 | Graph Neural NetworkPOS | CodeCode Available | 0 |
| Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem | Apr 28, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Robust Graph Neural Networks using Weighted Graph Laplacian | Aug 3, 2022 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 |
| A Semi-supervised Graph Attentive Network for Financial Fraud Detection | Feb 28, 2020 | Fraud DetectionGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Network-Based Reinforcement Learning for Controlling Biological Networks: The GATTACA Framework | May 5, 2025 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| WeaveNet for Approximating Two-sided Matching Problems | Oct 19, 2023 | Efficient Neural NetworkGraph Neural Network | CodeCode Available | 0 |
| Stochastic Unrolled Federated Learning | May 24, 2023 | Federated LearningGraph Neural Network | CodeCode Available | 0 |
| A Self-Explainable Heterogeneous GNN for Relational Deep Learning | Nov 30, 2024 | Deep LearningGraph Neural Network | CodeCode Available | 0 |
| NAR-Former V2: Rethinking Transformer for Universal Neural Network Representation Learning | Jun 19, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 |
| Multi-View Empowered Structural Graph Wordification for Language Models | Jun 19, 2024 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Graph Neural Network Approach to Semantic Type Detection in Tables | Apr 30, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Artist Similarity with Graph Neural Networks | Jul 30, 2021 | Graph Neural NetworkTriplet | CodeCode Available | 0 |
| Robust vertebra identification using simultaneous node and edge predicting Graph Neural Networks | Jul 27, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model | Oct 19, 2019 | Graph Neural NetworkGraph-to-Sequence | CodeCode Available | 0 |
| Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph | Oct 12, 2020 | General ClassificationGraph Neural Network | CodeCode Available | 0 |
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| Mutual Information Maximization in Graph Neural Networks | May 21, 2019 | General ClassificationGraph Classification | CodeCode Available | 0 |
| Role action embeddings: scalable representation of network positions | Nov 19, 2018 | General ClassificationGraph Neural Network | CodeCode Available | 0 |
| CellTypeGraph: A New Geometric Computer Vision Benchmark | May 17, 2022 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| A Biased Graph Neural Network Sampler with Near-Optimal Regret | Mar 1, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Capsule Graph Neural Network | May 1, 2019 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Lasso for Dynamic Network Regression | Jul 25, 2019 | Graph Neural Networkregression | CodeCode Available | 0 |
| NetInfoF Framework: Measuring and Exploiting Network Usable Information | Feb 12, 2024 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning | Sep 4, 2019 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Dr-COVID: Graph Neural Networks for SARS-CoV-2 Drug Repurposing | Dec 3, 2020 | Drug DesignGraph Neural Network | CodeCode Available | 0 |
| Integrating Physics Inspired Features with Graph Convolution | Mar 18, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction | Sep 29, 2023 | FairnessGraph Neural Network | CodeCode Available | 0 |
| RouteNet: Leveraging Graph Neural Networks for network modeling and optimization in SDN | Oct 3, 2019 | Graph Neural Network | CodeCode Available | 0 |
| DPGAN: A Dual-Path Generative Adversarial Network for Missing Data Imputation in Graphs | Apr 26, 2024 | Generative Adversarial NetworkGraph Neural Network | CodeCode Available | 0 |
| Strong Transitivity Relations and Graph Neural Networks | Jan 1, 2024 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Can Neural Networks Understand Programs like Humans? | Nov 16, 2021 | Clone DetectionCode Summarization | CodeCode Available | 0 |
| Learning Universal Graph Neural Network Embeddings With Aid Of Transfer Learning | Sep 22, 2019 | DecoderGraph Classification | CodeCode Available | 0 |
| Graph Neural Diffusion Networks for Semi-supervised Learning | Jan 24, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Graph Neural Based End-to-end Data Association Framework for Online Multiple-Object Tracking | Jul 11, 2019 | Graph Neural NetworkMultiple Object Tracking | CodeCode Available | 0 |
| Towards Enhancing Relational Rules for Knowledge Graph Link Prediction | Oct 20, 2023 | Graph Neural NetworkInductive Link Prediction | CodeCode Available | 0 |
| GraphMix: Improved Training of GNNs for Semi-Supervised Learning | Sep 25, 2019 | Generalization BoundsGraph Attention | CodeCode Available | 0 |
| Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem? | Jun 3, 2022 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Neural Enhanced Belief Propagation for Cooperative Localization | May 27, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Do Sentence Interactions Matter? Leveraging Sentence Level Representations for Fake News Classification | Oct 27, 2019 | ArticlesFeature Engineering | CodeCode Available | 0 |
| Neural Guided Constraint Logic Programming for Program Synthesis | Sep 8, 2018 | Graph Neural NetworkProgram Synthesis | CodeCode Available | 0 |
| Neural Improvement Heuristics for Graph Combinatorial Optimization Problems | Jun 1, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| DOM-Q-NET: Grounded RL on Structured Language | Feb 19, 2019 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| Graph convolutional network for predicting abnormal grain growth in Monte Carlo simulations of microstructural evolution | Oct 18, 2021 | Feature ImportanceGraph Neural Network | CodeCode Available | 0 |
| Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental Study | Sep 17, 2024 | CPUGPU | CodeCode Available | 0 |
| Building explainable graph neural network by sparse learning for the drug-protein binding prediction | Aug 27, 2023 | Graph Neural NetworkSparse Learning | CodeCode Available | 0 |
| Structure-Aware Consensus Network on Graphs with Few Labeled Nodes | Jul 2, 2024 | Graph Neural NetworkMultiview Learning | CodeCode Available | 0 |