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Graph Neural Network

Papers

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Showing 1701–1750 of 3598 papers

TitleStatusHype
Improving Signed Propagation for Graph Neural Networks in Multi-Class Environments—0
Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning—0
Flex-Net: A Graph Neural Network Approach to Resource Management in Flexible Duplex NetworksCode0
DoubleH: Twitter User Stance Detection via Bipartite Graph Neural Networks—0
Who Should I Engage with At What Time? A Missing Event Aware Temporal Graph Neural NetworkCode0
Explainable Multilayer Graph Neural Network for Cancer Gene PredictionCode1
PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow PredictionCode2
FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training—0
A Comparative Analysis of Bias Amplification in Graph Neural Network Approaches for Recommender Systems—0
Heterogeneous Multi-Robot Reinforcement LearningCode2
CrysGNN : Distilling pre-trained knowledge to enhance property prediction for crystalline materialsCode1
Classification of vertices on social networks by multiple approaches—0
LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification—0
Modeling the evolution of temporal knowledge graphs with uncertainty—0
HADA: A Graph-based Amalgamation Framework in Image-text RetrievalCode0
Determinate Node Selection for Semi-supervised Classification Oriented Graph Convolutional Networks—0
InstaGraM: Instance-level Graph Modeling for Vectorized HD Map LearningCode0
Inferring Gene Regulatory Neural Networks for Bacterial Decision Making in Biofilms—0
Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation—0
Evaluating the Transferability of Machine-Learned Force Fields for Material Property ModelingCode0
Learning Compiler Pass Orders using Coreset and Normalized Value Prediction—0
SCENE: Reasoning about Traffic Scenes using Heterogeneous Graph Neural NetworksCode1
AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural NetworkCode0
Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment—0
Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural NetworksCode0
GNN-based Passenger Request Prediction—0
Learning a Generic Value-Selection Heuristic Inside a Constraint Programming SolverCode1
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA—0
CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric DiagnosisCode1
Machine Learning for Large-Scale Optimization in 6G Wireless Networks—0
Boosting Neural Networks to Decompile Optimized Binaries—0
Re:PolyWorld - A Graph Neural Network for Polygonal Scene Parsing—0
DMNet: Delaunay Meshing Network for 3D Shape RepresentationCode1
Vision HGNN: An Image is More than a Graph of NodesCode1
Target-Referenced Reactive Grasping for Dynamic Objects—0
A plug-in graph neural network to boost temporal sensitivity in fMRI analysis—0
Power Control for 6G Industrial Wireless Subnetworks: A Graph Neural Network ApproachCode1
GANExplainer: GAN-based Graph Neural Networks Explainer—0
PersonaSAGE: A Multi-Persona Graph Neural Network—0
2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance—0
A Novel Self-Supervised Learning-Based Anomaly Node Detection Method Based on an Autoencoder in Wireless Sensor NetworksCode0
STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension—0
GraphIX: Graph-based In silico XAI(explainable artificial intelligence) for drug repositioning from biopharmaceutical network—0
Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data—0
Recognition and reconstruction of cell differentiation patterns with deep learningCode0
Rumour detection using graph neural network and oversampling in benchmark Twitter dataset—0
Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension—0
Predicting Citi Bike Demand Evolution Using Dynamic GraphsCode0
Graph Neural Network based Child Activity Recognition—0
Realistic Synthetic Social Networks with Graph Neural Networks—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified