SOTAVerified

Graph Neural Network

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1951–2000 of 3598 papers

TitleStatusHype
Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos—0
Simple and Powerful Architecture for Inductive Recommendation Using Knowledge Graph Convolutions—0
Analyzing the Effect of Sampling in GNNs on Individual FairnessCode0
Graph Neural Networks for Low-Energy Event Classification & Reconstruction in IceCubeCode1
Graph-PHPA: Graph-based Proactive Horizontal Pod Autoscaling for Microservices using LSTM-GNN—0
SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained Image CategorizationCode1
Joint Flying Relay Location and Routing Optimization for 6G UAV–IoT Networks: A Graph Neural Network-Based ApproachCode0
Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks—0
SATformer: Transformer-Based UNSAT Core Learning—0
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive LearningCode0
MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed LaplacianCode1
Efficient Chemical Space Exploration Using Active Learning Based on Marginalized Graph Kernel: an Application for Predicting the Thermodynamic Properties of Alkanes with Molecular SimulationCode0
Learning Tree Structures from Leaves For Particle Decay ReconstructionCode0
A topic-aware graph neural network model for knowledge base updating—0
A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning—0
Spatio-Temporal Wind Speed Forecasting using Graph Networks and Novel Transformer ArchitecturesCode1
Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural NetworkCode1
Data Augmentation for Graph Data: Recent Advancements—0
TEP-GNN: Accurate Execution Time Prediction of Functional Tests using Graph Neural Networks—0
Data-Driven Approach to form Energy Resilient Smart Microgrids with Identification of Vulnerable Nodes in Active Electrical Distribution Network—0
A Review of Knowledge Graph Completion—0
FlexER: Flexible Entity Resolution for Multiple IntentsCode0
Data augmentation on graphs for table type classificationCode0
EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic ForecastingCode1
Object Detection in Aerial Images with Uncertainty-Aware Graph Network—0
Grad-Align+: Empowering Gradual Network Alignment Using Attribute Augmentation—0
Self-Supervised Pretraining of Graph Neural Network for the Retrieval of Related Mathematical Expressions in Scientific Articles—0
Representation Learning of Knowledge Graph for Wireless Communication Networks—0
One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint SatisfactionCode0
MolGraph: a Python package for the implementation of molecular graphs and graph neural networks with TensorFlow and KerasCode1
Representation Learning with Graph Neural Networks for Speech Emotion Recognition—0
Graph Neural Network Based Node Deployment for Throughput Enhancement—0
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation—0
Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory CachingCode1
Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems—0
GraTO: Graph Neural Network Framework Tackling Over-smoothing with Neural Architecture SearchCode1
AoI-based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching—0
Robust Causal Graph Representation Learning against Confounding EffectsCode0
MM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature DistributionCode0
AMinerGNN: Heterogeneous Graph Neural Network for Paper Click-through Rate Prediction with Fusion Query—0
Learnable Filters for Geometric Scattering Modules—0
STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval—0
GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs—0
EEGNN: Edge Enhanced Graph Neural Network with a Bayesian Nonparametric Graph ModelCode1
Task Aligned Meta-learning based Augmented Graph for Cold-Start Recommendation—0
Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural NetworksCode1
Partition Pooling for Convolutional Graph Network Applications in Particle PhysicsCode0
Path-aware Siamese Graph Neural Network for Link PredictionCode0
Sequence Feature Extraction for Malware Family Analysis via Graph Neural Network—0
PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network—0
Show:102550
← PrevPage 40 of 72Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified