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Graph Neural Network

Papers

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Showing 3201–3250 of 3598 papers

TitleStatusHype
Self-supervised edge features for improved Graph Neural Network trainingCode1
A Note on Over-Smoothing for Graph Neural NetworksCode1
Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous ViewCode1
Graph Neural Networks for Node-Level Predictions—0
Deep Belief Network based representation learning for lncRNA-disease association predictionCode0
Progressive Graph Learning for Open-Set Domain AdaptationCode1
Beyond Homophily in Graph Neural Networks: Current Limitations and Effective DesignsCode1
Deep Implicit Coordination Graphs for Multi-agent Reinforcement LearningCode1
Abstract Diagrammatic Reasoning with Multiplex Graph Networks—0
Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks—0
GCC: Graph Contrastive Coding for Graph Neural Network Pre-TrainingCode1
Canonicalizing Open Knowledge Bases with Multi-Layered Meta-Graph Neural Network—0
Explanation-based Weakly-supervised Learning of Visual Relations with Graph NetworksCode1
Multipole Graph Neural Operator for Parametric Partial Differential EquationsCode1
Isometric Graph Neural Networks—0
Walk Message Passing Neural Networks and Second-Order Graph Neural Networks—0
Improving Graph Neural Network Expressivity via Subgraph Isomorphism CountingCode1
Learning to map source code to software vulnerability using code-as-a-graph—0
Generative 3D Part Assembly via Dynamic Graph LearningCode1
Global Attention Improves Graph Networks GeneralizationCode1
Adaptive Universal Generalized PageRank Graph Neural NetworkCode1
Inductive Graph Neural Networks for Spatiotemporal KrigingCode1
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with Multi-Feature LearningCode1
Weisfeiler-Lehman Embedding for Molecular Graph Neural Networks—0
Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps—0
Deep learning of contagion dynamics on complex networks—0
Detecting structural perturbations from time series with deep learningCode0
On the Bottleneck of Graph Neural Networks and its Practical ImplicationsCode1
Optimal Transport Graph Neural NetworksCode1
Unsupervised Graph Representation by Periphery and Hierarchical Information Maximization—0
Graph Neural Network Encoding for Community Detection in Attribute NetworksCode0
Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time—0
Evaluating Text Coherence at Sentence and Paragraph Levels—0
Stochastic Graph Neural Networks—0
SimPool: Towards Topology Based Graph Pooling with Structural Similarity Features—0
Drug–target affinity prediction using graph neural network and contact mapsCode1
Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising—0
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking With 2D-3D Multi-Feature LearningCode1
High-order structure preserving graph neural network for few-shot learningCode0
Graph Neural Network for Hamiltonian-Based Material Property Prediction—0
DAG-Net: Double Attentive Graph Neural Network for Trajectory ForecastingCode1
MVIN: Learning Multiview Items for RecommendationCode1
Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification—0
ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation—0
NENET: An Edge Learnable Network for Link Prediction in Scene Text—0
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural NetworksCode1
Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation—0
Customized Graph Neural Networks—0
Cross-Domain Few-Shot Learning with Meta Fine-Tuning—0
Graph-based, Self-Supervised Program Repair from Diagnostic FeedbackCode1
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Benchmark Results

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