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Graph Neural Network

Papers

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Showing 2001–2050 of 3598 papers

TitleStatusHype
Power Allocation for Device-to-Device Interference Channel Using Truncated Graph Transformers—0
How Curvature Enhance the Adaptation Power of Framelet GCNsCode0
Detecting Vulnerable Nodes in Urban Infrastructure Interdependent NetworkCode0
Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph TransformersCode0
Latent Space Representations of Neural Algorithmic ReasonersCode0
RegExplainer: Generating Explanations for Graph Neural Networks in Regression TasksCode0
DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training—0
MaxCorrMGNN: A Multi-Graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome PredictionCode0
FIS-ONE: Floor Identification System with One Label for Crowdsourced RF SignalsCode0
Knowledge-Driven Resource Allocation for D2D Networks: A WMMSE Unrolled Graph Neural Network Approach—0
Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks—0
Intrinsically motivated graph exploration using network theories of human curiosityCode0
Transaction Fraud Detection via an Adaptive Graph Neural Network—0
Transaction Fraud Detection via Spatial-Temporal-Aware Graph Transformer—0
A Modal Logic for Explaining some Graph Neural Networks—0
Learning from Heterogeneity: A Dynamic Learning Framework for HypergraphsCode0
Muti-scale Graph Neural Network with Signed-attention for Social Bot Detection: A Frequency Perspective—0
Graph Neural Network-based Power Flow Model—0
Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network—0
Learning to Branch in Combinatorial Optimization with Graph Pointer Networks—0
GHOST: A Graph Neural Network Accelerator using Silicon Photonics—0
A Survey on Graph Classification and Link Prediction based on GNN—0
GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling over Dynamic Vehicular Clouds—0
Single Sequence Prediction over Reasoning Graphs for Multi-hop QACode0
InferTurbo: A Scalable System for Boosting Full-graph Inference of Graph Neural Network over Huge Graphs—0
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit ForecastingCode0
Hierarchical Graph Neural Networks for Proprioceptive 6D Pose Estimation of In-hand Objects—0
Real-time Seismic Intensity Prediction using Self-supervised Contrastive GNN for Earthquake Early Warning—0
A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware—0
Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI—0
Multi-task multi-station earthquake monitoring: An all-in-one seismic Phase picking, Location, and Association Network (PLAN)—0
Torsion Graph Neural NetworksCode0
A Graph Neural Network Approach for Temporal Mesh Blending and Correspondence—0
Spatial Heterophily Aware Graph Neural NetworksCode0
Low Latency Edge Classification GNN for Particle Trajectory Tracking on FPGAs—0
Size Matters: Large Graph Generation with HiGGs—0
NAR-Former V2: Rethinking Transformer for Universal Neural Network Representation LearningCode0
On the Interplay of Subset Selection and Informed Graph Neural Networks—0
Multi-Temporal Relationship Inference in Urban AreasCode0
A Simple and Scalable Graph Neural Network for Large Directed GraphsCode0
Uncertainty-Aware Robust Learning on Noisy Graphs—0
Learning on Graphs under Label Noise—0
Localised Adaptive Spatial-Temporal Graph Neural Network—0
Finding Hamiltonian cycles with graph neural networksCode0
A Graph Dynamics Prior for Relational InferenceCode0
ViG-UNet: Vision Graph Neural Networks for Medical Image SegmentationCode0
On Performance Discrepancies Across Local Homophily Levels in Graph Neural Networks—0
TopoMask: Instance-Mask-Based Formulation for the Road Topology Problem via Transformer-Based Architecture—0
Enhancing Worker Recruitment in Collaborative Mobile Crowdsourcing: A Graph Neural Network Trust Evaluation Approach—0
BeMap: Balanced Message Passing for Fair Graph Neural NetworkCode0
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Benchmark Results

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