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Graph Neural Network

Papers

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Showing 1001–1050 of 3598 papers

TitleStatusHype
Efficient Tuning and Inference for Large Language Models on Textual GraphsCode1
Product Manifold Representations for Learning on Biological PathwaysCode0
Manifold GCN: Diffusion-based Convolutional Neural Network for Manifold-valued Graphs—0
Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection—0
MTRGL:Effective Temporal Correlation Discerning through Multi-modal Temporal Relational Graph Learning—0
Predicting SSH keys in Open SSH Memory dumps—0
Truck Parking Usage Prediction with Decomposed Graph Neural NetworksCode0
PatternPortrait: Draw Me Like One of Your Scribbles—0
Learning Dynamics from Multicellular Graphs with Deep Neural NetworksCode0
Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction—0
Tensor-view Topological Graph Neural NetworkCode0
ADA-GNN: Atom-Distance-Angle Graph Neural Network for Crystal Material Property Prediction—0
Connecting the Dots: Leveraging Spatio-Temporal Graph Neural Networks for Accurate Bangla Sign Language Recognition—0
Full-Body Motion Reconstruction with Sparse Sensing from Graph PerspectiveCode0
Graph Edits for Counterfactual Explanations: A comparative study—0
MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction—0
Co-Pilot for Health: Personalized Algorithmic AI Nudging to Improve Health Outcomes—0
Novel Representation Learning Technique using Graphs for Performance Analytics—0
A Novel Deep Learning Approach Featuring Graph-Based Algorithm for Cell Segmentation and TrackingCode0
Predicting Viral Rumors and Vulnerable Users for Infodemic SurveillanceCode0
Inverse analysis of granular flows using differentiable graph neural network simulator—0
A novel hybrid time-varying graph neural network for traffic flow forecasting—0
GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based Histogram IntersectionCode0
Spoofing Detection in the Physical Layer with Graph Neural Networks—0
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
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