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Graph Neural Network

Papers

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Showing 1026–1050 of 3598 papers

TitleStatusHype
On the Power of Graph Neural Networks and Feature Augmentation Strategies to Classify Social NetworksCode0
LPAC: Learnable Perception-Action-Communication Loops with Applications to Coverage ControlCode1
Boosting Column Generation with Graph Neural Networks for Joint Rider Trip Planning and Crew Shift Scheduling—0
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
Global Prediction of COVID-19 Variant Emergence Using Dynamics-Informed Graph Neural NetworksCode0
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
Powerformer: A Section-adaptive Transformer for Power Flow AdjustmentCode1
A Topology-aware Graph Coarsening Framework for Continual Graph Learning—0
Graph2Tac: Online Representation Learning of Formal Math Concepts—0
A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature—0
Motif-aware Riemannian Graph Neural Network with Generative-Contrastive LearningCode1
Domain Separation Graph Neural Networks for Saliency Object RankingCode0
FC-GNN: Recovering Reliable and Accurate Correspondences from InterferencesCode0
Strong Transitivity Relations and Graph Neural NetworksCode0
On Discprecncies between Perturbation Evaluations of Graph Neural Network AttributionsCode0
Saliency-Aware Regularized Graph Neural Network—0
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
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified