Sean Qian

Orcid: 0000-0001-8716-8989

Affiliations:

Carnegie Mellon University, Civil and Environmental Engineering, Pittsburgh, USA

According to our database¹, Sean Qian authored at least 25 papers between 2013 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Traffic estimation in unobserved network locations using data-driven macroscopic models.

[BibT_eX]

[DOI]

Pablo Guarda

Sean Qian

CoRR, 2024

2023

The Impact of Optimized Fleets in Transportation Networks.

[BibT_eX]

[DOI]

Matthew Battifarano

Sean Qian

Transp. Sci., July, 2023

2022

Dynamic Graph Convolution Network for Traffic Forecasting Based on Latent Network of Laplace Matrix Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Modeling Relation Proximity of Passengers Using Public Transit Smart Card Data.

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2022

An Optimized Temporal-Spatial Gated Graph Convolution Network for Traffic Forecasting.

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2022

Estimating and Mitigating the Congestion Effect of Curbside Pick-ups and Drop-offs: A Causal Inference Approach.

[BibT_eX]

[DOI]

Xiaohui Liu

Sean Qian

Wei Ma

CoRR, 2022

Statistical inference of travelers' route choice preferences with system-level data.

[BibT_eX]

[DOI]

Pablo Guarda

Sean Qian

CoRR, 2022

Estimating probabilistic dynamic origin-destination demands using multi-day traffic data on computational graphs.

[BibT_eX]

[DOI]

Wei Ma

Sean Qian

CoRR, 2022

2021

Interactive Visual Exploration of Human Mobility Correlation Based on Smart Card Data.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

A Low Rank Dynamic Mode Decomposition Model for Short-Term Traffic Flow Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

Optimized Graph Convolution Recurrent Neural Network for Traffic Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

High-Resolution Traffic Sensing with Probe Autonomous Vehicles: A Data-Driven Approach.

[BibT_eX]

[DOI]

Wei Ma

Sean Qian

Sensors, 2021

Hierarchical Graph Convolution Network for Traffic Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

From Twitter to Traffic Predictor: Next-Day Morning Traffic Prediction Using Social Media Data.

[BibT_eX]

[DOI]

Weiran Yao

Sean Qian

CoRR, 2020

Learning to Recommend Signal Plans under Incidents with Real-Time Traffic Prediction.

[BibT_eX]

[DOI]

Weiran Yao

Sean Qian

CoRR, 2020

2019

Detecting Pickpocketing Gangs on Buses with Smart Card Data.

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2019

Understanding and Predicting Travel Time with Spatio-Temporal Features of Network Traffic Flow, Weather and Incidents.

[BibT_eX]

[DOI]

Shuguan Yang

Sean Qian

IEEE Intell. Transp. Syst. Mag., 2019

Multi-Source Traffic Data Reconstruction Using Joint Low-Rank and Fundamental Diagram Constraints.

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2019

Emerging Mobility Systems [Guest Editorial].

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2019

High-Resolution Traffic Sensing with Autonomous Vehicles.

[BibT_eX]

[DOI]

Wei Ma

Sean Qian

CoRR, 2019

Measuring and reducing the disequilibrium levels of dynamic networks through ride-sourcing vehicle data.

[BibT_eX]

[DOI]

Wei Ma

Sean Qian

CoRR, 2019

Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs.

[BibT_eX]

[DOI]

Wei Ma

Xidong Pi

Sean Qian

CoRR, 2019

A deep learning approach to real-time parking occupancy prediction in spatio-termporal networks incorporating multiple spatio-temporal data sources.

[BibT_eX]

[DOI]

CoRR, 2019

2016

Freeway Lane Management Approach In Mixed Traffic Environment with Connected Autonomous Vehicles.

[BibT_eX]

[DOI]

CoRR, 2016

2013

Optimal stochastic control for parking systems: occupancy-driven parking pricing.

[BibT_eX]

[DOI]

Sean Qian

Ram Rajagopal

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Sean Qian

Timeline

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