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Graph Neural Network

Papers

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Showing 201–250 of 3598 papers

TitleStatusHype
A2-GNN: Angle-Annular GNN for Visual Descriptor-free Camera RelocalizationCode1
Multi-level Attention-guided Graph Neural Network for Image Restoration—0
SE(3)-Equivariant Ternary Complex Prediction Towards Target Protein DegradationCode1
A Novel Spatiotemporal Correlation Anomaly Detection Method Based on Time-Frequency-Domain Feature Fusion and a Dynamic Graph Neural Network in Wireless Sensor Network—0
GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes—0
A graph neural network-based multispectral-view learning model for diabetic macular ischemia detection from color fundus photographs—0
Learning Decentralized Swarms Using Rotation Equivariant Graph Neural NetworksCode0
Subsampling Graphs with GNN Performance Guarantees—0
Network Tomography with Path-Centric Graph Neural Network—0
Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph RepresentationsCode0
Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media—0
Co-evolution-based Metal-binding Residue Prediction with Graph Neural NetworksCode0
HetFS: A Method for Fast Similarity Search with Ad-hoc Meta-paths on Heterogeneous Information Networks—0
Interpreting core forms of urban morphology linked to urban functions with explainable graph neural network—0
MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image ClassificationCode0
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer—0
Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients—0
Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting—0
Graph in the Vault: Protecting Edge GNN Inference with Trusted Execution Environment—0
Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information BottleneckCode1
Homophily Heterogeneity Matters in Graph Federated Learning: A Spectrum Sharing and Complementing Perspective—0
NTP-INT: Network Traffic Prediction-Driven In-band Network Telemetry for High-load Switches—0
Structure based SAT dataset for analysing GNN generalisation—0
Graph Neural Network-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin—0
UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on Graphs—0
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning—0
Human-Centric Community Detection in Hybrid Metaverse Networks with Integrated AI Entities—0
A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction—0
To Bin or not to Bin: Alternative Representations of Mass Spectra—0
DICE: Device-level Integrated Circuits Encoder with Graph Contrastive PretrainingCode0
Z-REx: Human-Interpretable GNN Explanations for Real Estate Recommendations—0
Self-Evaluation for Job-Shop Scheduling—0
Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation—0
Data Pricing for Graph Neural Networks without Pre-purchased Inspection—0
Fast and Accurate Antibody Sequence Design via Structure Retrieval—0
Scalable and Robust Physics-Informed Graph Neural Networks for Water Distribution SystemsCode0
Prompt-Driven Continual Graph LearningCode0
NOMANet: A Graph Neural Network Enabled Power Allocation Scheme for NOMA—0
Graph Neural Network Enabled Pinching Antennas—0
Transfer learning in Scalable Graph Neural Network for Improved Physical Simulation—0
Estimating Voltage Drop: Models, Features and Data Representation Towards a Neural Surrogate—0
Graph Contrastive Learning for Connectome ClassificationCode0
Graph Neural Network-Driven Hierarchical Mining for Complex Imbalanced Data—0
SWIPTNet: A Unified Deep Learning Framework for SWIPT based on GNN and Transfer Learning—0
Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach—0
ICGNN: Graph Neural Network Enabled Scalable Beamforming for MISO Interference Channels—0
Learning Semantics-aware Search Operators for Genetic Programming—0
Prediction of the Most Fire-Sensitive Point in Building Structures with Differentiable Agents for Thermal Simulators—0
SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited LabelsCode1
Transferring Graph Neural Networks for Soft Sensor Modeling using Process Topologies—0
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