spatio-temporal-forecasting

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Graph-Conditioned Mixture of Graph Neural Network Experts for Traffic Forecasting

arXiv cs.LG · 3d ago Cached

Proposes GC-MoE, a graph-conditioned mixture of experts framework for traffic forecasting that assigns each node a personalized combination of frozen pretrained spatio-temporal GNN experts based on graph topology and recent input, training only a lightweight routing module (∼17K parameters) and achieving competitive performance on four benchmarks.

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