59 citations · 120 across the 10 of their papers we have counts for
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cs.LG2022★ 26 cited
Estimating and Mitigating the Congestion Effect of Curbside Pick-ups and Drop-offs: A Causal Inference Approach
Xiaohui Liu, Sean Qian, Hock-Hai Teo +1
Curb space is one of the busiest areas in urban road networks. Especially in recent years, the rapid increase of ride-hailing trips and commercial deliveries has induced massive pi…
stat.AP2022
Statistical inference of travelers' route choice preferences with system-level data
Pablo Guarda, Sean Qian
Traditional network models encapsulate travel behavior among all origin-destination pairs based on a simplified and generic utility function. Typically, the utility function consis…
eess.SY2022★ 1 cited
Estimating probabilistic dynamic origin-destination demands using multi-day traffic data on computational graphs
Wei Ma, Sean Qian
System-level decision making in transportation needs to understand day-to-day variation of network flows, which calls for accurate modeling and estimation of probabilistic dynamic…