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Graph Neural Network

Papers

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Showing 2051–2100 of 3598 papers

TitleStatusHype
Weisfeiler-Lehman Embedding for Molecular Graph Neural Networks—0
WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting—0
When Does A Spectral Graph Neural Network Fail in Node Classification?—0
When Product Search Meets Collaborative Filtering: A Hierarchical Heterogeneous Graph Neural Network Approach—0
Which Hyperparameters to Optimise? An Investigation of Evolutionary Hyperparameter Optimisation in Graph Neural Network For Molecular Property Prediction—0
Wide and Deep Graph Neural Network with Distributed Online Learning—0
Will More Expressive Graph Neural Networks do Better on Generative Tasks?—0
Wind Turbine Gearbox Fault Detection Based on Sparse Filtering and Graph Neural Networks—0
Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks—0
Wireless Power Control via Counterfactual Optimization of Graph Neural Networks—0
Word and Phrase Features in Graph Convolutional Network for Automatic Question Classification—0
World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography—0
XFedHunter: An Explainable Federated Learning Framework for Advanced Persistent Threat Detection in SDN—0
XG-BoT: An Explainable Deep Graph Neural Network for Botnet Detection and Forensics—0
XGV-BERT: Leveraging Contextualized Language Model and Graph Neural Network for Efficient Software Vulnerability Detection—0
YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training—0
Your Graph Recommender is Provably a Single-view Graph Contrastive Learning—0
ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages—0
Zoom in to where it matters: a hierarchical graph based model for mammogram analysis—0
Adversarial Defense Framework for Graph Neural Network—0
Z-REx: Human-Interpretable GNN Explanations for Real Estate Recommendations—0
Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network—0
Incorporating Biological Knowledge with Factor Graph Neural Network for Interpretable Deep Learning—0
1-D Convolutional Graph Convolutional Networks for Fault Detection in Distributed Energy Systems—0
CDFGNN: a Systematic Design of Cache-based Distributed Full-Batch Graph Neural Network Training with Communication Reduction—0
Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations—0
Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities—0
Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks—0
SETN: Stock Embedding Enhanced with Textual and Network Information—0
CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs—0
Graph Neural Network Framework for Sentiment Analysis Using Syntactic Feature—0
Unveiling the Potential of Graph Neural Networks in SME Credit Risk Assessment—0
A Novel Spatiotemporal Correlation Anomaly Detection Method Based on Time-Frequency-Domain Feature Fusion and a Dynamic Graph Neural Network in Wireless Sensor Network—0
Enhancing Social Media Rumor Detection: A Semantic and Graph Neural Network Approach for the 2024 Global Election—0
Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects—0
Learning Repetition-Invariant Representations for Polymer Informatics—0
HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport—0
Joint Beamforming and Integer User Association using a GNN with Gumbel-Softmax Reparameterizations—0
ChemGraph: An Agentic Framework for Computational Chemistry Workflows—0
2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance—0
3D Multi-Object Tracking Using Graph Neural Networks with Cross-Edge Modality Attention—0
3D Multi-Object Tracking with Differentiable Pose Estimation—0
3D Object Detection in LiDAR Point Clouds using Graph Neural Networks—0
3D-OES: Viewpoint-Invariant Object-Factorized Environment Simulators—0
3D PETCT Tumor Lesion Segmentation via GCN Refinement—0
3D Pre-training improves GNNs for Molecular Property Prediction—0
3D Shapes Local Geometry Codes Learning with SDF—0
3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve—0
ABC: Aggregation before Communication, a Communication Reduction Framework for Distributed Graph Neural Network Training and Effective Partition—0
A Benchmark Dataset for Graph Regression with Homogeneous and Multi-Relational Variants—0
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Benchmark Results

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