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Graph Neural Network

Papers

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Showing 1951–2000 of 3598 papers

TitleStatusHype
Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational InferenceCode0
DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks—0
DeepCrysTet: A Deep Learning Approach Using Tetrahedral Mesh for Predicting Properties of Crystalline MaterialsCode0
Impression-Informed Multi-Behavior Recommender System: A Hierarchical Graph Attention Approach—0
ReOnto: A Neuro-Symbolic Approach for Biomedical Relation ExtractionCode0
Effective Illicit Account Detection on Large Cryptocurrency MultiGraphsCode0
Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR ImagesCode0
Domain-adaptive Message Passing Graph Neural NetworkCode0
Spatial Graph Coarsening: Weather and Weekday Prediction with London's Bike-Sharing Service using GNN—0
MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting—0
Low-bit Quantization for Deep Graph Neural Networks with Smoothness-aware Message PropagationCode0
An Experimental Comparison of Partitioning Strategies for Distributed Graph Neural Network Training—0
Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery—0
A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement LearningCode0
Building explainable graph neural network by sparse learning for the drug-protein binding predictionCode0
Pose Modulated Avatars from Video—0
Will More Expressive Graph Neural Networks do Better on Generative Tasks?—0
Preserving Specificity in Federated Graph Learning for fMRI-based Neurological Disorder Identification—0
Imputing Brain Measurements Across Data Sets via Graph Neural NetworksCode0
GNNPipe: Scaling Deep GNN Training with Pipelined Model Parallelism—0
Boosting Few-shot Action Recognition with Graph-guided Hybrid MatchingCode0
Graph Neural Network Backend for Speaker Recognition—0
Interpretable Graph Neural Networks for Tabular DataCode0
Graph Out-of-Distribution Generalization with Controllable Data Augmentation—0
Decentralized Graph Neural Network for Privacy-Preserving Recommendation—0
Freshness or Accuracy, Why Not Both? Addressing Delayed Feedback via Dynamic Graph Neural Networks—0
Cross-heterogeneity Graph Few-shot Learning—0
Geometric Learning-Based Transformer Network for Estimation of Segmentation Errors—0
Differentially Private Graph Neural Network with Importance-Grained Noise Adaption—0
Semantic Interpretation and Validation of Graph Attention-based Explanations for GNN Models—0
Predicting Drug-Drug Interactions Using Knowledge Graphs—0
Uncertainty-aware Consistency Learning for Cold-Start Item Recommendation—0
Local Structure-aware Graph Contrastive Representation Learning—0
SEM-GAT: Explainable Semantic Pose Estimation using Learned Graph AttentionCode0
A Graphical Approach to Document Layout AnalysisCode0
Factor Graph Neural Networks—0
Tango: rethinking quantization for graph neural network training on GPUs—0
Stereo Visual Odometry with Deep Learning-Based Point and Line Feature Matching using an Attention Graph Neural Network—0
MRA-GNN: Minutiae Relation-Aware Model over Graph Neural Network for Fingerprint Embedding—0
Select2Col: Leveraging Spatial-Temporal Importance of Semantic Information for Efficient Collaborative PerceptionCode0
Multi-modal Graph Neural Network for Early Diagnosis of Alzheimer's Disease from sMRI and PET ScansCode0
Robust vertebra identification using simultaneous node and edge predicting Graph Neural NetworksCode0
Improving Reliable Navigation under Uncertainty via Predictions Informed by Non-Local InformationCode0
Combinatorial Auctions and Graph Neural Networks for Local Energy Flexibility Markets—0
Generalizable data-driven turbulence closure modeling on unstructured grids with differentiable physics—0
Multi-GPU Approach for Training of Graph ML Models on large CFD Meshes—0
CTAGE: Curvature-Based Topology-Aware Graph Embedding for Learning Molecular Representations—0
Synthetic pre-training for neural-network interatomic potentialsCode0
A Novel Unsupervised Graph Wavelet Autoencoder for Mechanical System Fault DetectionCode0
Identifying Performance Issues in Cloud Service Systems Based on Relational-Temporal FeaturesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified