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Graph Neural Network

Papers

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Showing 1501–1550 of 3598 papers

TitleStatusHype
BANGS: Game-Theoretic Node Selection for Graph Self-TrainingCode0
Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation SystemsCode0
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage ClassificationCode0
Graph Neural Network with Local Frame for Molecular Potential Energy SurfaceCode0
A Novel Deep Learning Approach Featuring Graph-Based Algorithm for Cell Segmentation and TrackingCode0
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge GraphsCode0
Boost Event-Driven Tactile Learning with Location Spiking NeuronsCode0
Graph neural topic model with commonsense knowledgeCode0
Graph Neural Networks with Parallel Neighborhood Aggregations for Graph ClassificationCode0
Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable ArrayCode0
Graph Neural Network to Dilute Outliers for Refactoring Monolith ApplicationCode0
Evaluating the Transferability of Machine-Learned Force Fields for Material Property ModelingCode0
Graph Neural Networks with convolutional ARMA filtersCode0
Relational visual representations underlie human social interaction recognitionCode0
Automorphic Equivalence-aware Graph Neural NetworkCode0
Graph Normalizing FlowsCode0
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive LearningCode0
EUREKHA: Enhancing User Representation for Key Hackers Identification in Underground ForumsCode0
Graph Neural Networks on Discriminative Graphs of WordsCode0
Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User AnomaliesCode0
Uplift Modeling Under Limited SupervisionCode0
CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique GraphsCode0
Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal DynamicsCode0
A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and DirectionsCode0
Graph Neural Networks for Social RecommendationCode0
Graph Sparsifications using Neural Network Assisted Monte Carlo Tree SearchCode0
Instant Representation Learning for Recommendation over Large Dynamic GraphsCode0
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go ApproximationCode0
Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks—0
ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition—0
ESGNN: Towards Equivariant Scene Graph Neural Network for 3D Scene Understanding—0
Classifying Component Function in Product Assemblies with Graph Neural Networks—0
A Novel Anomaly Detection Method for Multimodal WSN Data Flow via a Dynamic Graph Neural Network—0
ERGNN: Spectral Graph Neural Network With Explicitly-Optimized Rational Graph Filters—0
Classification of vertices on social networks by multiple approaches—0
An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks—0
Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters—0
Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph—0
Equi-Euler GraphNet: An Equivariant, Temporal-Dynamics Informed Graph Neural Network for Dual Force and Trajectory Prediction in Multi-Body Systems—0
EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator—0
Chordless Structure: A Pathway to Simple and Expressive GNNs—0
Anomaly-resistant Graph Neural Networks via Neural Architecture Search—0
Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting—0
Entity Alignment Method of Science and Technology Patent based on Graph Convolution Network and Information Fusion—0
Ensemble Quadratic Assignment Network for Graph Matching—0
Chinese Word Segmentation with Heterogeneous Graph Neural Network—0
Enhancing Steering Estimation with Semantic-Aware GNNs—0
Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach—0
Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management—0
Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization—0
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