Sean Qian

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 20

Top Topics

Network Traffic

Causal Inference

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Xiaohui Liu, Sean Qian, Hock-Hai Teo, Wei Ma
Estimating and Mitigating the Congestion Effect of Curbside Pick-ups and Drop-Offs: A Causal Inference Approach. Transp. Sci. 58 (2) (2024)
Pablo Guarda, Sean Qian
Traffic estimation in unobserved network locations using data-driven macroscopic models. CoRR (2024)
Zemian Ke, Qiling Zou, Jiachao Liu, Sean Qian
Real-time system optimal traffic routing under uncertainties - Can physics models boost reinforcement learning? CoRR (2024)
Yingjie Zhang, Beibei Li, Sean Qian
Ridesharing and Digital Resilience for Urban Anomalies: Evidence from the New York City Taxi Market. Inf. Syst. Res. 34 (4) (2023)
Matthew Battifarano, Sean Qian
The Impact of Optimized Fleets in Transportation Networks. Transp. Sci. 57 (4) (2023)
Wei Ma, Sean Qian
Estimating probabilistic dynamic origin-destination demands using multi-day traffic data on computational graphs. CoRR (2022)
Pablo Guarda, Sean Qian
Statistical inference of travelers' route choice preferences with system-level data. CoRR (2022)
Xiaohui Liu, Sean Qian, Wei Ma
Estimating and Mitigating the Congestion Effect of Curbside Pick-ups and Drop-offs: A Causal Inference Approach. CoRR (2022)
Kan Guo, Yongli Hu, Sean Qian, Hao Liu, Ke Zhang, Yanfeng Sun, Junbin Gao, Baocai Yin
Optimized Graph Convolution Recurrent Neural Network for Traffic Prediction. IEEE Trans. Intell. Transp. Syst. 22 (2) (2021)
Wei Ma, Sean Qian
High-Resolution Traffic Sensing with Probe Autonomous Vehicles: A Data-Driven Approach. Sensors 21 (2) (2021)
Xia Zhao, Yong Zhang, Yongli Hu, Shun Wang, Yunhui Li, Sean Qian, Baocai Yin
Interactive Visual Exploration of Human Mobility Correlation Based on Smart Card Data. IEEE Trans. Intell. Transp. Syst. 22 (8) (2021)
Kan Guo, Yongli Hu, Yanfeng Sun, Sean Qian, Junbin Gao, Baocai Yin
Hierarchical Graph Convolution Network for Traffic Forecasting. AAAI (2021)
Yadong Yu, Yong Zhang, Sean Qian, Shaofan Wang, Yongli Hu, Baocai Yin
A Low Rank Dynamic Mode Decomposition Model for Short-Term Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 22 (10) (2021)
Weiran Yao, Sean Qian
From Twitter to Traffic Predictor: Next-Day Morning Traffic Prediction Using Social Media Data. CoRR (2020)
Weiran Yao, Sean Qian
Learning to Recommend Signal Plans under Incidents with Real-Time Traffic Prediction. CoRR (2020)
Wei Ma, Xidong Pi, Sean Qian
Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs. CoRR (2019)
Shuguan Yang, Sean Qian
Understanding and Predicting Travel Time with Spatio-Temporal Features of Network Traffic Flow, Weather and Incidents. IEEE Intell. Transp. Syst. Mag. 11 (3) (2019)
Wei Ma, Sean Qian
High-Resolution Traffic Sensing with Autonomous Vehicles. CoRR (2019)
Wei Ma, Sean Qian
Measuring and reducing the disequilibrium levels of dynamic networks through ride-sourcing vehicle data. CoRR (2019)
Shuguan Yang, Wei Ma, Xidong Pi, Sean Qian
A deep learning approach to real-time parking occupancy prediction in spatio-termporal networks incorporating multiple spatio-temporal data sources. CoRR (2019)
Sean Qian, Ram Rajagopal
Optimal stochastic control for parking systems: occupancy-driven parking pricing. CDC (2013)