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Graph Neural Network

Papers

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Showing 1101–1150 of 3598 papers

TitleStatusHype
CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks—0
Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation—0
Heterogeneous Graph Pre-training Based Model for Secure and Efficient Prediction of Default Risk Propagation among Bond Issuers—0
Graph Neural Network Combining Event Stream and Periodic Aggregation for Low-Latency Event-based Vision—0
Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection—0
DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition—0
GraphI2P: Image-to-Point Cloud Registration with Exploring Pattern of Correspondence via Graph Learning—0
Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information—0
Overcoming Class Imbalance: Unified GNN Learning with Structural and Semantic Connectivity Representations—0
FastCHGNet: Training one Universal Interatomic Potential to 1.5 Hours with 32 GPUs—0
ViDTA: Enhanced Drug-Target Affinity Prediction via Virtual Graph Nodes and Attention-based Feature Fusion—0
ERGNN: Spectral Graph Neural Network With Explicitly-Optimized Rational Graph Filters—0
Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics—0
NoiseHGNN: Synthesized Similarity Graph-Based Neural Network For Noised Heterogeneous Graph Representation LearningCode0
Rethinking Cancer Gene Identification through Graph Anomaly AnalysisCode0
LASE: Learned Adjacency Spectral EmbeddingsCode0
Distributed Cooperative Positioning in Dense Wireless Networks: A Neural Network Enhanced Fast Convergent Parametric Message Passing Method—0
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-TreesCode0
DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction—0
Multi-atlas Ensemble Graph Neural Network Model For Major Depressive Disorder Detection Using Functional MRI Data—0
SGAC: A Graph Neural Network Framework for Imbalanced and Structure-Aware AMP Classification—0
Training Graph Neural Networks Using Non-Robust Samples—0
Graph-neural-network predictions of solid-state NMR parameters from spherical tensor decomposition—0
Investigating Relational State Abstraction in Collaborative MARLCode0
Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder ArchitectureCode0
Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training—0
Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach—0
Graph-Guided Textual Explanation Generation Framework—0
Pretrained Event Classification Model for High Energy Physics Analysis—0
WaveGNN: Modeling Irregular Multivariate Time Series for Accurate Predictions—0
Brain-inspired Chaotic Graph Backpropagation for Large-scale Combinatorial Optimization—0
A Hybrid Real-Time Framework for Efficient Fussell-Vesely Importance Evaluation Using Virtual Fault Trees and Graph Neural Networks—0
TransferLight: Zero-Shot Traffic Signal Control on any Road-Network—0
Opinion de-polarization of social networks with GNNs—0
Search Strategy Generation for Branch and Bound Using Genetic Programming—0
DistrictNet: Decision-aware learning for geographical districtingCode0
Cluster-Enhanced Federated Graph Neural Network for Recommendation—0
Deep Learning-Enhanced Preconditioning for Efficient Conjugate Gradient Solvers in Large-Scale PDE Systems—0
GSM: A GNN-based Space-MIMO Framework for Direct-to-Cell Communications—0
Stock Type Prediction Model Based on Hierarchical Graph Neural Network—0
MISFEAT: Feature Selection for Subgroups with Systematic Missing Data—0
GL-Fusion: Rethinking the Combination of Graph Neural Network and Large Language model—0
Long-Term Auto-Regressive Prediction using Lightweight AI Models: Adams-Bashforth Time Integration with Adaptive Multi-Step Rollout—0
Unifying Dual-Space Embedding for Entity Alignment via Contrastive LearningCode0
GABAR: Graph Attention-Based Action Ranking for Relational Policy Learning—0
Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation SystemsCode0
Machine Theory of Mind for Autonomous Cyber-Defence—0
Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks—0
An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction—0
Superhypergraph Neural Networks and Plithogenic Graph Neural Networks: Theoretical Foundations—0
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