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Graph Neural Network

Papers

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Showing 3051–3100 of 3598 papers

TitleStatusHype
Learning to Simulate Aerosol Dynamics with Graph Neural NetworksCode0
Explicit Graph Reasoning Fusing Knowledge and Contextual Information for Multi-hop Question AnsweringCode0
Imputing Brain Measurements Across Data Sets via Graph Neural NetworksCode0
An Analysis of Novel Money Laundering Data Using Heterogeneous Graph Isomorphism Networks. FinCEN Files Case StudyCode0
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural NetworksCode0
Learning Tree Structures from Leaves For Particle Decay ReconstructionCode0
CoRe-GD: A Hierarchical Framework for Scalable Graph Visualization with GNNsCode0
Improving Reliable Navigation under Uncertainty via Predictions Informed by Non-Local InformationCode0
Learning Variable Ordering Heuristics for Solving Constraint Satisfaction ProblemsCode0
SlideGCD: Slide-based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image ClassificationCode0
Learning visual-based deformable object rearrangement with local graph neural networksCode0
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors SupervisionCode0
Convolutional Learning on Directed Acyclic GraphsCode0
Explicit Feature Interaction-aware Graph Neural NetworksCode0
Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture ReconstructionCode0
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph LearningCode0
Prototype-based Interpretable Graph Neural NetworksCode0
Converting Transformers into DGNNs FormCode0
TGraphX: Tensor-Aware Graph Neural Network for Multi-Dimensional Feature LearningCode0
AutoGEL: An Automated Graph Neural Network with Explicit Link InformationCode0
Conversational Semantic Parsing using Dynamic Context GraphsCode0
Leveraging Dependency Forest for Neural Medical Relation ExtractionCode0
Leveraging Intra-Period and Inter-Period Features for Enhanced Passenger Flow Prediction of Subway StationsCode0
Explainable Graph Pyramid Autoformer for Long-Term Traffic ForecastingCode0
Explainable Deep-Learning Based Potentially Hazardous Asteroids Classification Using Graph Neural NetworksCode0
Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced SparsityCode0
Improving Hyper-Relational Knowledge Graph CompletionCode0
Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural NetworksCode0
LEX-GNN: Label-Exploring Graph Neural Network for Accurate Fraud DetectionCode0
LG4AV: Combining Language Models and Graph Neural Networks for Author VerificationCode0
Calibrating and Improving Graph Contrastive LearningCode0
Craquelure as a Graph: Application of Image Processing and Graph Neural Networks to the Description of Fracture PatternsCode0
Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node featuresCode0
Controlling Continuous Relaxation for Combinatorial OptimizationCode0
Improving Graph Neural Network Representations of Logical Formulae with Subgraph PoolingCode0
Improving Cyberbully Detection with User InteractionCode0
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge GraphsCode0
QT-Routenet: Improved GNN generalization to larger 5G networks by fine-tuning predictions from queueing theoryCode0
Article Classification with Graph Neural Networks and MultigraphsCode0
Impact-Oriented Contextual Scholar Profiling using Self-Citation GraphsCode0
Boost Event-Driven Tactile Learning with Location Spiking NeuronsCode0
Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural NetworksCode0
Contrastive Matrix Completion with Denoising and Augmented Graph Views for Robust RecommendationCode0
Quasi-Framelets: Robust Graph Neural Networks via Adaptive Framelet ConvolutionCode0
Untrained Graph Neural Networks for DenoisingCode0
Identity Inference on Blockchain using Graph Neural NetworkCode0
Qubit Routing using Graph Neural Network aided Monte Carlo Tree SearchCode0
Query-Efficient Adversarial Attack Against Vertical Federated Graph LearningCode0
Link Stealing Attacks Against Inductive Graph Neural NetworksCode0
Evaluating the Transferability of Machine-Learned Force Fields for Material Property ModelingCode0
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