50 citations · 206 across the 34 of their papers we have counts for
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cs.LG2022★ 50 cited
Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks
Dingyi Zhuang, Shenhao Wang, Haris N. Koutsopoulos +1
Origin-Destination (O-D) travel demand prediction is a fundamental challenge in transportation. Recently, spatial-temporal deep learning models demonstrate the tremendous potential…
eess.SY2022★ 4 cited
The Braess Paradox in Dynamic Traffic
Dingyi Zhuang, Yuzhu Huang, Vindula Jayawardana +3
The Braess's Paradox (BP) is the observation that adding one or more roads to the existing road network will counter-intuitively increase traffic congestion and slow down the overa…