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Graph Neural Network

Papers

Showing 16011650 of 3598 papers

TitleStatusHype
Action knowledge for video captioning with graph neural networksCode1
GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph DataCode0
Robust Preference-Guided Denoising for Graph based Social RecommendationCode1
RGI : Regularized Graph Infomax for self-supervised learning on graphs0
Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection0
Graph Neural Network Surrogates of Fair Graph Filtering0
Disentangled Graph Social RecommendationCode1
End-to-end Deformable Attention Graph Neural Network for Single-view Liver Mesh Reconstruction0
Learning Reduced-Order Models for Cardiovascular Simulations with Graph Neural NetworksCode1
Spatial Correspondence between Graph Neural Network-Segmented Images0
Graph Neural Network contextual embedding for Deep Learning on Tabular DataCode1
A hybrid deep-learning-metaheuristic framework for bi-level network design problemsCode0
Graph Neural Networks Enhanced Smart Contract Vulnerability Detection of Educational Blockchain0
Wind Turbine Gearbox Fault Detection Based on Sparse Filtering and Graph Neural Networks0
DR-Label: Improving GNN Models for Catalysis Systems by Label Deconstruction and ReconstructionCode0
Unlearnable Graph: Protecting Graphs from Unauthorized Exploitation0
Estimating the parameters of epidemic spread on two-layer random graphs: a classical and a neural network approach0
Node-Specific Space Selection via Localized Geometric Hyperbolicity in Graph Neural Networks0
Hierarchical Graph Neural Networks for Particle Track ReconstructionCode0
Graph neural topic model with commonsense knowledgeCode0
Technical report: Graph Neural Networks go Grammatical0
Asymmetric Learning for Graph Neural Network based Link Prediction0
CHGNet: Pretrained universal neural network potential for charge-informed atomistic modelingCode2
Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic PredictionCode1
A Dataset for Learning Graph Representations to Predict Customer Returns in Fashion Retail0
Global optimization in the discrete and variable-dimension conformational space: The case of crystal with the strongest atomic cohesion0
Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing SystemsCode0
Invariant Layers for Graphs with Nodes of Different Types0
DeepSeq: Deep Sequential Circuit Learning0
Invariant Representations of Embedded Simplicial ComplexesCode0
GNNDelete: A General Strategy for Unlearning in Graph Neural NetworksCode1
A Multimodal Graph Neural Network Framework of Cancer Molecular Subtype ClassificationCode1
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link PredictionCode1
Supervised Hierarchical Clustering using Graph Neural Networks for Speaker DiarizationCode0
3D PETCT Tumor Lesion Segmentation via GCN Refinement0
Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs0
MesoGraph: Automatic Profiling of Malignant Mesothelioma Subtypes from Histological ImagesCode0
EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site PredictionCode1
Multi-Paradigm Analysis of Thai Capital Market Linkages: Bivariate/Vine Copulas, Granger Causality, Network Centrality, and Graph Neural Network/Graph Embedding ApproachesCode0
BUAA_BIGSCity: Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022Code1
Structure Embedded Nucleus Classification for Histopathology Images0
KGTrust: Evaluating Trustworthiness of SIoT via Knowledge Enhanced Graph Neural Networks0
Time-varying Signals Recovery via Graph Neural Networks0
Power Constrained Autotuning using Graph Neural Networks0
MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis0
Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender SystemsCode0
Deep Reinforcement Learning Based on Local GNN for Goal-conditioned Deformable Object Rearranging0
Dynamic Graph Neural Network with Adaptive Edge Attributes for Air Quality Predictions0
Multi-Behavior Graph Neural Networks for Recommender System0
Temporal Graph Neural Networks for Irregular DataCode1
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Benchmark Results

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