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Graph Neural Network

Papers

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Showing 101–150 of 3598 papers

TitleStatusHype
Framework GNN-AID: Graph Neural Network Analysis Interpretation and DefenseCode1
Grasp the Graph (GtG) 2.0: Ensemble of GNNs for High-Precision Grasp Pose Detection in Clutter—0
Graph Neural Network-Based Reinforcement Learning for Controlling Biological Networks: The GATTACA FrameworkCode0
Graph Privacy: A Heterogeneous Federated GNN for Trans-Border Financial Data Circulation—0
Scalable Multi-Task Learning for Particle Collision Event Reconstruction with Heterogeneous Graph Neural Networks—0
ABG-NAS: Adaptive Bayesian Genetic Neural Architecture Search for Graph Representation LearningCode0
Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS—0
DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks—0
Learning a General Model: Folding Clothing with Topological Dynamics—0
Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs—0
Generative Diffusion Models for Resource Allocation in Wireless Networks—0
Hierarchical Uncertainty-Aware Graph Neural Network—0
Graph Neural Network Prediction of Nonlinear Optical Properties—0
Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks—0
Intelligent4DSE: Optimizing High-Level Synthesis Design Space Exploration with Graph Neural Networks and Large Language Models—0
Heterogeneous network drug-target interaction prediction model based on graph wavelet transform and multi-level contrastive learningCode0
HyboWaveNet: Hyperbolic Graph Neural Networks with Multi-Scale Wavelet Transform for Protein-Protein Interaction PredictionCode0
Efficient Learning on Large Graphs using a Densifying Regularity Lemma—0
Explainable Deep-Learning Based Potentially Hazardous Asteroids Classification Using Graph Neural NetworksCode0
Rhythm of Opinion: A Hawkes-Graph Framework for Dynamic Propagation Analysis—0
The Iterative Chainlet Partitioning Algorithm for the Traveling Salesman Problem with Drone and Neural Acceleration—0
Beamforming Design and Association Scheme for Multi-RIS Multi-User mmWave Systems Through Graph Neural Networks—0
LBM-GNN: Graph Neural Network Enhanced Lattice Boltzmann Method—0
Deep Learning on Graphs for Mobile Network Topology Generation—0
ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation—0
Equi-Euler GraphNet: An Equivariant, Temporal-Dynamics Informed Graph Neural Network for Dual Force and Trajectory Prediction in Multi-Body Systems—0
Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID GraphsCode0
Clustering and analysis of user behaviour in blockchain: A case study of Planet IX—0
Visual Re-Ranking with Non-Visual Side InformationCode0
Network Alignment—0
AI-guided Antibiotic Discovery Pipeline from Target Selection to Compound Identification—0
Learning to Beamform for Cooperative Localization and Communication: A Link Heterogeneous GNN-Based Approach—0
Predicting ulcer in H&E images of inflammatory bowel disease using domain-knowledge-driven graph neural network—0
Spatially Directional Dual-Attention GAT for Spatial Fluoride Health Risk Modeling—0
Graph Reduction with Unsupervised Learning in Column Generation: A Routing Application—0
Detecting Credit Card Fraud via Heterogeneous Graph Neural Networks with Graph Attention—0
CG-TGAN: Conditional Generative Adversarial Networks with Graph Neural Networks for Tabular Data SynthesizingCode0
Communication-Efficient Cooperative Localization: A Graph Neural Network Approach—0
Prediction of Usage Probabilities of Shopping-Mall Corridors Using Heterogeneous Graph Neural Networks—0
Trading Graph Neural Network—0
Benchmarking Convolutional Neural Network and Graph Neural Network based Surrogate Models on a Real-World Car External Aerodynamics Dataset—0
Graph Neural Network-Based Distributed Optimal Control for Linear Networked Systems: An Online Distributed Training Approach—0
AsyReC: A Multimodal Graph-based Framework for Spatio-Temporal Asymmetric Dyadic Relationship ClassificationCode0
Unifying Physics- and Data-Driven Modeling via Novel Causal Spatiotemporal Graph Neural Network for Interpretable Epidemic Forecasting—0
Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints—0
A Novel Approach to Linking Histology Images with DNA Methylation—0
MedGNN: Capturing the Links Between Urban Characteristics and Medical Prescriptions—0
GraphPINE: Graph Importance Propagation for Interpretable Drug Response Prediction—0
TGraphX: Tensor-Aware Graph Neural Network for Multi-Dimensional Feature LearningCode0
LLM-Augmented Graph Neural Recommenders: Integrating User Reviews—0
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