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Graph Neural Network

Papers

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Showing 2801–2850 of 3598 papers

TitleStatusHype
Fusing Higher-order Features in Graph Neural Networks for Skeleton-based Action RecognitionCode1
An effective self-supervised framework for learning expressive molecular global representations to drug discoveryCode1
Recovering Barabási-Albert Parameters of Graphs through DisentanglementCode0
Fast Power Control Adaptation via Meta-Learning for Random Edge Graph Neural Networks—0
Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain ConnectivityCode1
A Computational Framework for Modeling Complex Sensor Network Data Using Graph Signal Processing and Graph Neural Networks in Structural Health Monitoring—0
Bermuda Triangles: GNNs Fail to Detect Simple Topological StructuresCode0
Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural NetworkCode0
Communication Topology Co-Design in Graph Recurrent Neural Network Based Distributed ControlCode0
Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation—0
Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural NetworkCode1
AdaGNN: Graph Neural Networks with Adaptive Frequency Response FilterCode1
DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension—0
Learning Latent Graph Dynamics for Visual Manipulation of Deformable Objects—0
Joint Detection and Localization of Stealth False Data Injection Attacks in Smart Grids using Graph Neural Networks—0
Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand SystemsCode1
GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training StrategyCode0
GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question AnsweringCode1
GDDR: GNN-based Data-Driven Routing—0
Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion—0
Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud DetectionCode1
Decentralized Inference with Graph Neural Networks in Wireless Communication Systems—0
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural NetworksCode1
Improving Hyper-Relational Knowledge Graph CompletionCode0
Fusing the Old with the New: Learning Relative Camera Pose with Geometry-Guided Uncertainty—0
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure AnalysisCode1
Higher-Order Attribute-Enhancing Heterogeneous Graph Neural NetworksCode1
Accurate Prediction of Free Solvation Energy of Organic Molecules via Graph Attention Network and Message Passing Neural Network from Pairwise Atomistic Interactions—0
Dynamic Graph Neural Networks for Sequential RecommendationCode1
FedGraphNN: A Federated Learning System and Benchmark for Graph Neural NetworksCode1
Search to aggregate neighborhood for graph neural networkCode1
Identity Inference on Blockchain using Graph Neural NetworkCode0
GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity RecognitionCode1
Which Hyperparameters to Optimise? An Investigation of Evolutionary Hyperparameter Optimisation in Graph Neural Network For Molecular Property Prediction—0
On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs—0
Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph—0
Scalable Power Control/Beamforming in Heterogeneous Wireless Networks with Graph Neural NetworksCode1
Pyramidal Reservoir Graph Neural NetworkCode1
Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed—0
Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs—0
Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose SupervisionCode1
Attentional Graph Neural Network for Parking-slot DetectionCode1
Learning Spatial Context with Graph Neural Network for Multi-Person Pose GroupingCode0
Graph Neural Networks Based Detection of Stealth False Data Injection Attacks in Smart Grids—0
Segmentation of EM showers for neutrino experiments with deep graph neural networksCode0
Improving the Expressive Power of Graph Neural Network with Tinhofer Algorithm—0
MGN-Net: a multi-view graph normalizer for integrating heterogeneous biological network populationsCode1
Unsupervised Domain Adaptation with Global and Local Graph Neural Networks in Limited Labeled Data Scenario: Application to Disaster Management—0
Topological Regularization for Graph Neural Networks Augmentation—0
Do We Need Anisotropic Graph Neural Networks?Code3
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