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20102021
most citedPredicting Station-level Hourly Demands in a Large-scale Bike-sharing Network: A Graph Convolutional Neural Network Approach

442 citations · 579 across the 20 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.LG2021★ 1 cited

Network-wide Multi-step Traffic Volume Prediction using Graph Convolutional Gated Recurrent Neural Network

Lei Lin, Weizi Li, Lei Zhu

Accurate prediction of network-wide traffic conditions is essential for intelligent transportation systems. In the last decade, machine learning techniques have been widely used fo…

cs.LG2021★ 5 cited

Neural Process for Black-Box Model Optimization Under Bayesian Framework

Zhongkai Shangguan, Lei Lin, Wencheng Wu +1

There are a large number of optimization problems in physical models where the relationships between model parameters and outputs are unknown or hard to track. These models are nam…