4 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.LG2025★ 2 cited
Data Mining in Transportation Networks with Graph Neural Networks: A Review and Outlook
Jiawei Xue, Ruichen Tan, Jianzhu Ma +1
Data mining in transportation networks (DMTNs) refers to using diverse types of spatio-temporal data for various transportation tasks, including pattern analysis, traffic predictio…
math.OC2020★ 2 cited
Demand-Adaptive Route Planning and Scheduling for Urban Hub-based High-Capacity Mobility-on-Demand Services
Xinwu Qian, Jiawei Xue, Satish V. Ukkusuri
In this study, we propose a three-stage framework for the planning and scheduling of high-capacity mobility-on-demand services (e.g., micro transit and flexible transit) at urban a…
physics.soc-ph2020★ 4 cited
Modeling disease spreading with adaptive behavior considering local and global information dissemination
Xinwu Qian, Jiawei Xue, Satish V. Ukkusuri
The study proposes a modeling framework for investigating the disease dynamics with adaptive human behavior during a disease outbreak, considering the impacts of both local observa…