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Graph Neural Network

Papers

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Showing 101–125 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
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Benchmark Results

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