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Graph Neural Network

Papers

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Showing 2101–2125 of 3598 papers

TitleStatusHype
One Model Fits All: Cross-Region Taxi-Demand Forecasting—0
Hyperdimensional Representation Learning for Node Classification and Link Prediction—0
On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods—0
Online Algorithm for Node Feature Forecasting in Temporal Graphs—0
Online Frequency Scheduling by Learning Parallel Actions—0
Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network—0
On Locality in Graph Learning via Graph Neural Network—0
On Node Features for Graph Neural Networks—0
On Performance Discrepancies Across Local Homophily Levels in Graph Neural Networks—0
On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs—0
On Self-Distilling Graph Neural Network—0
On Size and Hardness Generalization in Unsupervised Learning for the Travelling Salesman Problem—0
On Structural Expressive Power of Graph Transformers—0
On the combination of graph data for assessing thin-file borrowers' creditworthiness—0
On the Difficulty of Generalizing Reinforcement Learning Framework for Combinatorial Optimization—0
On the Effect of Input Perturbations for Graph Neural Networks—0
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks—0
On the Interplay of Subset Selection and Informed Graph Neural Networks—0
On the Limit of Explaining Black-box Temporal Graph Neural Networks—0
On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods—0
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning—0
OOD-GNN: Out-of-Distribution Generalized Graph Neural Network—0
Operational Wind Speed Forecasts for Chile's Electric Power Sector Using a Hybrid ML Model—0
Operator Learning Meets Numerical Analysis: Improving Neural Networks through Iterative Methods—0
Opinion de-polarization of social networks with GNNs—0
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