Sean Qian

31 papers A* 1C 1Journal 27Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Joint Estimation of Dynamic O-D Demand and Choice Models for Dynamic Multi-modal Networks: Computational Graph-Based Learning and Hypothesis Tests.
CoRR
Xiaoyu Ma, Sean Qian
2026 J jnl
On Path-based Marginal Cost of Heterogeneous Traffic Flow for General Networks.
CoRR
Jiachao Liu, Sean Qian
2026 J jnl
Ultra-fast Traffic Nowcasting and Control via Differentiable Agent-based Simulation.
CoRR
Fumiyasu Makinoshima, Yuya Yamaguchi, Eigo Segawa, Koichiro Niinuma, Sean Qian
2025 J jnl
Scalable Dynamic Origin-Destination Demand Estimation Enhanced by High-Resolution Satellite Imagery Data.
CoRR
Jiachao Liu, Pablo Guarda, Koichiro Niinuma, Sean Qian
2025 J jnl
Special Issue on Machine Learning Methods for Urban Passenger Mobility.
Transp. Sci.
Xuan Di, Sean Qian, Carolina Osorio
2024 — conf
Enhancing Multi-Class Mesoscopic Network Modeling with High-Resolution Satellite Imagery.
ITSC
Jiachao Liu, Pablo Guarda, Koichiro Niinuma, Sean Qian
2024 J jnl
Estimating and Mitigating the Congestion Effect of Curbside Pick-ups and Drop-Offs: A Causal Inference Approach.
Transp. Sci.
Xiaohui Liu, Sean Qian, Hock-Hai Teo, Wei Ma
2024 J jnl
Interpretable mixture of experts for time series prediction under recurrent and non-recurrent conditions.
CoRR
Zemian Ke, Haocheng Duan, Sean Qian
2024 J jnl
Know Unreported Roadway Incidents in Real-time: A Deep Learning Framework for Early Traffic Anomaly Detection.
CoRR
Haocheng Duan, Hao Wu, Sean Qian
2024 J jnl
Modeling Multimodal Curbside Usage in Dynamic Networks.
Transp. Sci.
Jiachao Liu, Sean Qian
2024 C conf
Nexus Cognizant Pricing of Workplace Electric Vehicle Charging.
ACC
Minghao Mou, Sean Qian, Junjie Qin
2024 J jnl
Real-time system optimal traffic routing under uncertainties - Can physics models boost reinforcement learning?
CoRR
Zemian Ke, Qiling Zou, Jiachao Liu, Sean Qian
2024 J jnl
Traffic estimation in unobserved network locations using data-driven macroscopic models.
CoRR
Pablo Guarda, Sean Qian
2023 J jnl
Ridesharing and Digital Resilience for Urban Anomalies: Evidence from the New York City Taxi Market.
Inf. Syst. Res.
Yingjie Zhang, Beibei Li, Sean Qian
2023 J jnl
The Impact of Optimized Fleets in Transportation Networks.
Transp. Sci.
Matthew Battifarano, Sean Qian
2022 J jnl
Estimating and Mitigating the Congestion Effect of Curbside Pick-ups and Drop-offs: A Causal Inference Approach.
CoRR
Xiaohui Liu, Sean Qian, Wei Ma
2022 J jnl
Estimating probabilistic dynamic origin-destination demands using multi-day traffic data on computational graphs.
CoRR
Wei Ma, Sean Qian
2022 J jnl
Statistical inference of travelers' route choice preferences with system-level data.
CoRR
Pablo Guarda, Sean Qian
2021 J jnl
A Low Rank Dynamic Mode Decomposition Model for Short-Term Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst.
Yadong Yu, Yong Zhang, Sean Qian, Shaofan Wang, Yongli Hu, Baocai Yin
2021 A* conf
Hierarchical Graph Convolution Network for Traffic Forecasting.
AAAI
Kan Guo, Yongli Hu, Yanfeng Sun, Sean Qian, Junbin Gao, Baocai Yin
2021 J jnl
High-Resolution Traffic Sensing with Probe Autonomous Vehicles: A Data-Driven Approach.
Sensors
Wei Ma, Sean Qian
2021 J jnl
Interactive Visual Exploration of Human Mobility Correlation Based on Smart Card Data.
IEEE Trans. Intell. Transp. Syst.
Xia Zhao, Yong Zhang, Yongli Hu, Shun Wang, Yunhui Li, Sean Qian, Baocai Yin
2021 J jnl
Optimized Graph Convolution Recurrent Neural Network for Traffic Prediction.
IEEE Trans. Intell. Transp. Syst.
Kan Guo, Yongli Hu, Sean Qian, Hao Liu, Ke Zhang, Yanfeng Sun, Junbin Gao, Baocai Yin
2020 J jnl
From Twitter to Traffic Predictor: Next-Day Morning Traffic Prediction Using Social Media Data.
CoRR
Weiran Yao, Sean Qian
2020 J jnl
Learning to Recommend Signal Plans under Incidents with Real-Time Traffic Prediction.
CoRR
Weiran Yao, Sean Qian
2019 J jnl
A deep learning approach to real-time parking occupancy prediction in spatio-termporal networks incorporating multiple spatio-temporal data sources.
CoRR
Shuguan Yang, Wei Ma, Xidong Pi, Sean Qian
2019 J jnl
Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs.
CoRR
Wei Ma, Xidong Pi, Sean Qian
2019 J jnl
High-Resolution Traffic Sensing with Autonomous Vehicles.
CoRR
Wei Ma, Sean Qian
2019 J jnl
Measuring and reducing the disequilibrium levels of dynamic networks through ride-sourcing vehicle data.
CoRR
Wei Ma, Sean Qian
2019 J jnl
Understanding and Predicting Travel Time with Spatio-Temporal Features of Network Traffic Flow, Weather and Incidents.
IEEE Intell. Transp. Syst. Mag.
Shuguan Yang, Sean Qian
2013 — conf
Optimal stochastic control for parking systems: occupancy-driven parking pricing.
CDC
Sean Qian, Ram Rajagopal