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Graph Neural Network

Papers

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Showing 1726–1750 of 3598 papers

TitleStatusHype
A General Benchmark Framework is Dynamic Graph Neural Network Need—0
On the Power of Graph Neural Networks and Feature Augmentation Strategies to Classify Social NetworksCode0
Boosting Column Generation with Graph Neural Networks for Joint Rider Trip Planning and Crew Shift Scheduling—0
Global Prediction of COVID-19 Variant Emergence Using Dynamics-Informed Graph Neural NetworksCode0
Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New Framework For Traffic Flow Prediction—0
Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs—0
TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling—0
Multimodal weighted graph representation for information extraction from visually rich documents.Code0
Graph2Tac: Online Representation Learning of Formal Math Concepts—0
A Topology-aware Graph Coarsening Framework for Continual Graph Learning—0
A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature—0
Strong Transitivity Relations and Graph Neural NetworksCode0
Domain Separation Graph Neural Networks for Saliency Object RankingCode0
Saliency-Aware Regularized Graph Neural Network—0
On Discprecncies between Perturbation Evaluations of Graph Neural Network AttributionsCode0
FC-GNN: Recovering Reliable and Accurate Correspondences from InterferencesCode0
Generating High-Precision Force Fields for Molecular Dynamics Simulations to Study Chemical Reaction Mechanisms using Molecular Configuration Transformer—0
Dynamic multi-graph neural network for traffic flow prediction incorporating traffic accidents—0
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge GraphCode0
Physics-informed Graphical Neural Network for Power System State Estimation—0
A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1Code0
Molecular Property Prediction Based on Graph Structure Learning—0
FALCON: Feature-Label Constrained Graph Net Collapse for Memory Efficient GNNsCode0
Graph Coarsening via Convolution Matching for Scalable Graph Neural Network TrainingCode0
Combinatorial music generation model with song structure graph analysisCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
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