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Graph Neural Network

Papers

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Showing 2301–2350 of 3598 papers

TitleStatusHype
A Novel Anomaly Detection Method for Multimodal WSN Data Flow via a Dynamic Graph Neural Network—0
Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting—0
Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural NetworkCode1
GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean SimulationsCode1
Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual ReasoningCode1
Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive LearningCode1
SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service—0
Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction—0
When Does A Spectral Graph Neural Network Fail in Node Classification?—0
Graph Neural Network-Based Scheduling for Multi-UAV-Enabled Communications in D2D Networks—0
Aspect Based Sentiment Analysis Using Spectral Temporal Graph Neural Network—0
Learning Asymmetric Embedding for Attributed Networks via Convolutional Neural Network—0
Geometric Graph Representation Learning via Maximizing Rate Reduction—0
Improving Fraud Detection via Hierarchical Attention-based Graph Neural Network—0
Neural NID Rules—0
From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach—0
Instance-wise algorithm configuration with graph neural networksCode1
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective—0
Graph Neural Network for Cell Tracking in Microscopy VideosCode1
Multimodal Audio-Visual Information Fusion using Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement—0
Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural NetworkCode1
Graph Neural Network with Curriculum Learning for Imbalanced Node Classification—0
A Graph Neural Network Framework for Grid-Based Simulation—0
Rediscovering orbital mechanics with machine learning—0
Dynamic Virtual Network Embedding Algorithm based on Graph Convolution Neural Network and Reinforcement Learning—0
Duplicate Detection in a Knowledge Base with PIKA—0
MolNet: A Chemically Intuitive Graph Neural Network for Prediction of Molecular PropertiesCode0
Molecular Representation Learning via Heterogeneous Motif Graph Neural NetworksCode1
Semi-supervised 3D Object Detection via Temporal Graph Neural Networks—0
MotifExplainer: a Motif-based Graph Neural Network Explainer—0
Graph-based Neural Acceleration for Nonnegative Matrix Factorization—0
An Exploratory Study of Stock Price Movements from Earnings Calls—0
Compositional Multi-Object Reinforcement Learning with Linear Relation Networks—0
Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed Traffic EnvironmentsCode1
A Theoretical Comparison of Graph Neural Network Extensions—0
Few-Shot Transfer Learning for Device-Free Fingerprinting Indoor LocalizationCode1
Rewiring with Positional Encodings for Graph Neural Networks—0
Modeling Complex Dependencies for Session-based Recommendations via Graph Neural Networks—0
Image Classification using Graph Neural Network and Multiscale Wavelet Superpixels—0
Neural Approximation of Graph Topological FeaturesCode1
RiskNet: Neural Risk Assessment in Networks of Unreliable Resources—0
FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification—0
Causality and Correlation Graph Modeling for Effective and Explainable Session-based Recommendation—0
Semi-Supervised GCN for learning Molecular Structure-Activity Relationships—0
PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNsCode1
DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise AnnotationsCode0
Graph Neural Diffusion Networks for Semi-supervised LearningCode0
HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting—0
Chinese Word Segmentation with Heterogeneous Graph Neural Network—0
Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified