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Graph Neural Network

Papers

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Showing 1001–1050 of 3598 papers

TitleStatusHype
Distributed Graph Neural Network Inference With Just-In-Time Compilation For Industry-Scale Graphs—0
Leap: Inductive Link Prediction via Learnable TopologyAugmentationCode0
Mineral segmentation using electron microscope images and spectral sampling through multimodal graph neural networks—0
REGRACE: A Robust and Efficient Graph-based Re-localization Algorithm using Consistency Evaluation—0
PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning—0
Node-level Contrastive Unlearning on Graph Neural Networks—0
Reliable and Efficient Multi-Agent Coordination via Graph Neural Network Variational Autoencoders—0
GraphGarment: Learning Garment Dynamics for Bimanual Cloth Manipulation Tasks—0
Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects—0
Enhancing Social Media Rumor Detection: A Semantic and Graph Neural Network Approach for the 2024 Global Election—0
Soybean Disease Detection via Interpretable Hybrid CNN-GNN: Integrating MobileNetV2 and GraphSAGE with Cross-Modal Attention—0
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models—0
Periodic Materials Generation using Text-Guided Joint Diffusion ModelCode0
Particle-based plasma simulation using a graph neural network—0
Dynamically Local-Enhancement Planner for Large-Scale Autonomous Driving—0
Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction—0
Multi-level Attention-guided Graph Neural Network for Image Restoration—0
GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes—0
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
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
Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph RepresentationsCode0
Subsampling Graphs with GNN Performance Guarantees—0
Network Tomography with Path-Centric Graph Neural Network—0
HetFS: A Method for Fast Similarity Search with Ad-hoc Meta-paths on Heterogeneous Information Networks—0
Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media—0
MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image ClassificationCode0
Interpreting core forms of urban morphology linked to urban functions with explainable graph neural network—0
Co-evolution-based Metal-binding Residue Prediction with Graph Neural NetworksCode0
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
Graph in the Vault: Protecting Edge GNN Inference with Trusted Execution Environment—0
Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting—0
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
UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on Graphs—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
To Bin or not to Bin: Alternative Representations of Mass Spectra—0
A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction—0
Human-Centric Community Detection in Hybrid Metaverse Networks with Integrated AI Entities—0
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning—0
DICE: Device-level Integrated Circuits Encoder with Graph Contrastive PretrainingCode0
Z-REx: Human-Interpretable GNN Explanations for Real Estate Recommendations—0
Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation—0
Self-Evaluation for Job-Shop Scheduling—0
Data Pricing for Graph Neural Networks without Pre-purchased Inspection—0
Scalable and Robust Physics-Informed Graph Neural Networks for Water Distribution SystemsCode0
Fast and Accurate Antibody Sequence Design via Structure Retrieval—0
Prompt-Driven Continual Graph LearningCode0
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Benchmark Results

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