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ORCIDSean Qian
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- affiliation: Carnegie Mellon University, Civil and Environmental Engineering, Pittsburgh, USA
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2020 – today
- 2024
[j14]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): 355-376 (2024)- [c3]Minghao Mou, Sean Qian, Junjie Qin:
Nexus Cognizant Pricing of Workplace Electric Vehicle Charging. ACC 2024: 4275-4282 - [i13]Pablo Guarda, Sean Qian:
Traffic estimation in unobserved network locations using data-driven macroscopic models. CoRR abs/2401.17095 (2024) - [i12]Zemian Ke, Qiling Zou, Jiachao Liu, Sean Qian:
Real-time system optimal traffic routing under uncertainties - Can physics models boost reinforcement learning? CoRR abs/2407.07364 (2024) - [i11]Zemian Ke, Haocheng Duan, Sean Qian:
Interpretable mixture of experts for time series prediction under recurrent and non-recurrent conditions. CoRR abs/2409.03282 (2024) - 2023
- [j13]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): 1775-1790 (2023) - [j12]Matthew Battifarano, Sean Qian:
The Impact of Optimized Fleets in Transportation Networks. Transp. Sci. 57(4): 1047-1068 (2023) - 2022
- [j11]Kan Guo, Yongli Hu, Yanfeng Sun, Zhen Sean Qian, Junbin Gao, Baocai Yin:
An Optimized Temporal-Spatial Gated Graph Convolution Network for Traffic Forecasting. IEEE Intell. Transp. Syst. Mag. 14(1): 153-162 (2022) - [j10]Xia Zhao, Yong Zhang, Yongli Hu, Zhen Sean Qian, Hao Liu, Baocai Yin:
Modeling Relation Proximity of Passengers Using Public Transit Smart Card Data. IEEE Intell. Transp. Syst. Mag. 14(1): 163-172 (2022) - [j9]Kan Guo, Yongli Hu, Zhen Sean Qian, Yanfeng Sun, Junbin Gao, Baocai Yin:
Dynamic Graph Convolution Network for Traffic Forecasting Based on Latent Network of Laplace Matrix Estimation. IEEE Trans. Intell. Transp. Syst. 23(2): 1009-1018 (2022) - [i10]Wei Ma, Sean Qian:
Estimating probabilistic dynamic origin-destination demands using multi-day traffic data on computational graphs. CoRR abs/2204.09229 (2022) - [i9]Pablo Guarda, Sean Qian:
Statistical inference of travelers' route choice preferences with system-level data. CoRR abs/2204.10964 (2022) - [i8]Xiaohui Liu, Sean Qian, Wei Ma:
Estimating and Mitigating the Congestion Effect of Curbside Pick-ups and Drop-offs: A Causal Inference Approach. CoRR abs/2206.02164 (2022) - 2021
- [j8]Wei Ma, Sean Qian:
High-Resolution Traffic Sensing with Probe Autonomous Vehicles: A Data-Driven Approach. Sensors 21(2): 464 (2021) - [j7]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): 1138-1149 (2021) - [j6]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): 4825-4837 (2021) - [j5]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): 6547-6560 (2021) - [c2]Kan Guo, Yongli Hu, Yanfeng Sun, Sean Qian, Junbin Gao, Baocai Yin:
Hierarchical Graph Convolution Network for Traffic Forecasting. AAAI 2021: 151-159 - 2020
- [i7]Weiran Yao, Sean Qian:
Learning to Recommend Signal Plans under Incidents with Real-Time Traffic Prediction. CoRR abs/2005.13522 (2020) - [i6]Weiran Yao, Sean Qian:
From Twitter to Traffic Predictor: Next-Day Morning Traffic Prediction Using Social Media Data. CoRR abs/2009.13794 (2020)
2010 – 2019
- 2019
- [j4]Xiaopeng Shaw Li, Xiaobo Qu, Joseph Y. J. Chow, Mónica Menéndez, Zhen Sean Qian:
Emerging Mobility Systems [Guest Editorial]. IEEE Intell. Transp. Syst. Mag. 11(3): 8-11 (2019) - [j3]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): 12-28 (2019) - [j2]Xia Zhao, Yong Zhang, Hao Liu, Shaofan Wang, Zhen Sean Qian, Yongli Hu, Baocai Yin:
Detecting Pickpocketing Gangs on Buses with Smart Card Data. IEEE Intell. Transp. Syst. Mag. 11(3): 181-199 (2019) - [j1]Yang Wang, Yong Zhang, Zhen Sean Qian, Shaofan Wang, Yongli Hu, Baocai Yin:
Multi-Source Traffic Data Reconstruction Using Joint Low-Rank and Fundamental Diagram Constraints. IEEE Intell. Transp. Syst. Mag. 11(3): 221-234 (2019) - [i5]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 abs/1901.06758 (2019) - [i4]Wei Ma, Xidong Pi, Sean Qian:
Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs. CoRR abs/1903.04681 (2019) - [i3]Wei Ma, Sean Qian:
Measuring and reducing the disequilibrium levels of dynamic networks through ride-sourcing vehicle data. CoRR abs/1905.05386 (2019) - [i2]Wei Ma, Sean Qian:
High-Resolution Traffic Sensing with Autonomous Vehicles. CoRR abs/1910.02376 (2019) - 2016
- [i1]Omar Hussain, Amir Ghiasi, Xiaopeng Shaw Li, Zhen Sean Qian:
Freeway Lane Management Approach In Mixed Traffic Environment with Connected Autonomous Vehicles. CoRR abs/1609.02946 (2016) - 2013
- [c1]Sean Qian, Ram Rajagopal:
Optimal stochastic control for parking systems: occupancy-driven parking pricing. CDC 2013: 7771-7776
Coauthor Index
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