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| AMinerGNN: Heterogeneous Graph Neural Network for Paper Click-through Rate Prediction with Fusion Query | Aug 15, 2022 | Click-Through Rate PredictionGraph Neural Network | —Unverified | 0 | 0 |
| A Modal Logic for Explaining some Graph Neural Networks | Jul 11, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
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| A Model-based GNN for Learning Precoding | Dec 1, 2022 | Graph Neural Networkmodel | —Unverified | 0 | 0 |
| Variational inference of fractional Brownian motion with linear computational complexity | Mar 15, 2022 | Bayesian InferenceGraph Neural Network | —Unverified | 0 | 0 |
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| FIMP: Foundation Model-Informed Message Passing for Graph Neural Networks | Oct 17, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 | 0 |
| A multimedia recommendation model based on collaborative graph | May 30, 2022 | Graph Neural Networkmodel | —Unverified | 0 | 0 |
| Multimodal Audio-Visual Information Fusion using Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement | Feb 9, 2022 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 | 0 |
| A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks | Jan 27, 2023 | Graph Neural NetworkMULTI-VIEW LEARNING | —Unverified | 0 | 0 |
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| Analysing the Update step in Graph Neural Networks via Sparsification | Jan 1, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
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| Analysis of different temporal graph neural network configurations on dynamic graphs | May 2, 2023 | Graph Neural NetworkNode Regression | —Unverified | 0 | 0 |
| Comprehensive Analysis of Over-smoothing in Graph Neural Networks from Markov Chains Perspective | Nov 12, 2022 | AttributeGraph Neural Network | —Unverified | 0 | 0 |
| Analyzing Modularity Maximization in Approximation, Heuristic, and Graph Neural Network Algorithms for Community Detection | Oct 17, 2023 | Community DetectionGraph Neural Network | —Unverified | 0 | 0 |
| DeGNN: Characterizing and Improving Graph Neural Networks with Graph Decomposition | Oct 10, 2019 | Graph Neural Network | —Unverified | 0 | 0 |
| An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction | Dec 3, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 | 0 |
| Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension | Dec 19, 2022 | Entity EmbeddingsGraph Neural Network | —Unverified | 0 | 0 |
| An End-to-End OCR Text Re-organization Sequence Learning for Rich-text Detail Image Comprehension | Aug 1, 2020 | Decoderglobal-optimization | —Unverified | 0 | 0 |
| An Enhanced Graph Representation for Machine Learning Based Automatic Intersection Management | Jul 18, 2022 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 | 0 |
| An ensemble of VisNet, Transformer-M, and pretraining models for molecular property prediction in OGB Large-Scale Challenge @ NeurIPS 2022 | Nov 23, 2022 | Graph Neural NetworkGraph Regression | —Unverified | 0 | 0 |
| An Experimental Comparison of Partitioning Strategies for Distributed Graph Neural Network Training | Aug 29, 2023 | Graph Neural Networkgraph partitioning | —Unverified | 0 | 0 |
| An Exploitation of Heterogeneous Graph Neural Network for Extractive Long Document Summarization | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 | 0 |
| An Exploratory Study of Stock Price Movements from Earnings Calls | Jan 31, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| An Extendible, Graph-Neural-Network-Based Approach for Accurate Force Field Development of Large Flexible Organic Molecules | Jun 2, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
| Angle Based Feature Learning in GNN for 3D Object Detection using Point Cloud | Aug 2, 2021 | 3D Object DetectionGraph Neural Network | —Unverified | 0 | 0 |
| An Implicit GNN Solver for Poisson-like problems | Feb 6, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| An In-depth Summary of Recent Artificial Intelligence Applications in Drug Design | Oct 10, 2021 | Drug DesignGenerative Adversarial Network | —Unverified | 0 | 0 |
| Explainable AI for Fraud Detection: An Attention-Based Ensemble of CNNs, GNNs, and A Confidence-Driven Gating Mechanism | Oct 1, 2024 | Fraud DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization | Jan 10, 2025 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 | 0 |
| Anomaly-resistant Graph Neural Networks via Neural Architecture Search | Nov 22, 2021 | Graph Neural NetworkNeural Architecture Search | —Unverified | 0 | 0 |
| An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks | May 26, 2025 | DiversityGraph Neural Network | —Unverified | 0 | 0 |
| A Novel Anomaly Detection Method for Multimodal WSN Data Flow via a Dynamic Graph Neural Network | Feb 19, 2022 | Anomaly DetectionGraph Neural Network | —Unverified | 0 | 0 |
| A novel approach for detecting deep fake videos using graph neural network | Feb 1, 2024 | DeepFake DetectionGraph Neural Network | —Unverified | 0 | 0 |
| A Novel Approach to Linking Histology Images with DNA Methylation | Apr 7, 2025 | Graph Neural NetworkWeakly-supervised Learning | —Unverified | 0 | 0 |
| A Novel Differentiable Loss Function for Unsupervised Graph Neural Networks in Graph Partitioning | Dec 11, 2023 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 | 0 |
| A novel hybrid time-varying graph neural network for traffic flow forecasting | Jan 17, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Answering Conversational Questions on Structured Data without Logical Forms | Aug 30, 2019 | Graph Neural NetworkQuestion Answering | —Unverified | 0 | 0 |
| Anticipatory Planning: Improving Long-Lived Planning by Estimating Expected Cost of Future Tasks | May 8, 2023 | Graph Neural NetworkTask Planning | —Unverified | 0 | 0 |
| AoI-based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching | Aug 18, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| A parameterised model for link prediction using node centrality and similarity measure based on graph embedding | Sep 11, 2023 | Disease PredictionDrug Discovery | —Unverified | 0 | 0 |
| A plug-in graph neural network to boost temporal sensitivity in fMRI analysis | Jan 1, 2023 | Functional ConnectivityGraph Neural Network | —Unverified | 0 | 0 |
| Application of a Dynamic Line Graph Neural Network for Intrusion Detection With Semisupervised Learning | Dec 2, 2022 | Anomaly DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Application of Graph Neural Networks and graph descriptors for graph classification | Nov 7, 2022 | ClassificationDrug Discovery | —Unverified | 0 | 0 |
| Applying Ensemble Models based on Graph Neural Network and Reinforcement Learning for Wind Power Forecasting | Jan 28, 2025 | Graph Neural Networkreinforcement-learning | —Unverified | 0 | 0 |
| Applying graph neural network to SupplyGraph for supply chain network | Aug 23, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection | Feb 15, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| A Privacy-Preserving Subgraph-Level Federated Graph Neural Network via Differential Privacy | Jun 7, 2022 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 | 0 |