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Graph Neural Network

Papers

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Showing 2251–2300 of 3598 papers

TitleStatusHype
Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning—0
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
Classification of vertices on social networks by multiple approaches—0
Modeling the evolution of temporal knowledge graphs with uncertainty—0
LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification—0
HADA: A Graph-based Amalgamation Framework in Image-text RetrievalCode0
Determinate Node Selection for Semi-supervised Classification Oriented Graph Convolutional Networks—0
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
InstaGraM: Instance-level Graph Modeling for Vectorized HD Map LearningCode0
Learning Compiler Pass Orders using Coreset and Normalized Value Prediction—0
AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural NetworkCode0
Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment—0
GNN-based Passenger Request Prediction—0
Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural NetworksCode0
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA—0
Boosting Neural Networks to Decompile Optimized Binaries—0
Machine Learning for Large-Scale Optimization in 6G Wireless Networks—0
Target-Referenced Reactive Grasping for Dynamic Objects—0
A plug-in graph neural network to boost temporal sensitivity in fMRI analysis—0
Re:PolyWorld - A Graph Neural Network for Polygonal Scene Parsing—0
GANExplainer: GAN-based Graph Neural Networks Explainer—0
PersonaSAGE: A Multi-Persona Graph Neural Network—0
A Novel Self-Supervised Learning-Based Anomaly Node Detection Method Based on an Autoencoder in Wireless Sensor NetworksCode0
2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance—0
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
Bridging Graph Position Encodings for Transformers with Weighted Graph-Walking Automata—0
ABC: Aggregation before Communication, a Communication Reduction Framework for Distributed Graph Neural Network Training and Effective Partition—0
FAIR AI Models in High Energy Physics—0
Robust Graph Representation Learning via Predictive Coding—0
Time-Synchronized State Estimation Using Graph Neural Networks in Presence of Topology Changes—0
A Temporal Graph Neural Network for Cyber Attack Detection and Localization in Smart Grids—0
Dynamic Graph Node Classification via Time Augmentation—0
Learning Graph Search Heuristics—0
RBF-MGN:Solving spatiotemporal PDEs with Physics-informed Graph Neural Network—0
Self-supervised Graph Representation Learning for Black Market Account Detection—0
Dissimilar Nodes Improve Graph Active LearningCode0
Semantic Graph Neural Network with Multi-measure Learning for Semi-supervised Classification—0
Application of a Dynamic Line Graph Neural Network for Intrusion Detection With Semisupervised Learning—0
SMARTQUERY: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction—0
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