Xuan Di

Assistant Professor, Civil Engineering, Columbia University

Associate Professor, Civil Engineering, Columbia University

Joined

July 2019

Names

Xuan Di (Preferred)

Emails

****@columbia.edu (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Assistant Professor

Civil Engineering, Columbia University (columbia.edu)

Present

Associate Professor

Civil Engineering, Columbia University (columbia.edu)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Henry X. Liu

2008 – 2014

Expertise

transportation

Present

Publications

When engineering meets economics: AI-powered safe and accountable autonomous driving
Xuan Di, Herbert Dawid, Gerd Muehlheusser
- Artificial Intelligence for Transportation
- Readers: Everyone
Special Issue on Machine Learning Methods for Urban Passenger Mobility
Xuan Di, Sean Qian, Carolina Osorio
- Transportation Science
- Readers: Everyone
diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs
Zhaobin Mo, Haotian Xiang, Xuan Di
- Transportation Science
- Readers: Everyone
Balanced Latent Space of Diffusion Models for Counterfactual Generation
Baohua Yan, Qingyuan Liu, Zhaobin Mo, Kangrui Ruan, Xuan Di
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Moment Neural Operator: Interpretable mapping in discontinuous function spaces
Qi Gao, Kuang Huang, Xuan Di
- ICLR 2025 Workshop XAI4Science
- Readers: Everyone
Efficient Consistency Model Training for Policy Distillation in Reinforcement Learning
Bowen Fang, Xuan Di
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Stochastic Semi-Gradient Descent for Learning Mean Field Games with Population-Aware Function Approximation
Chenyu Zhang, Xu Chen, Xuan Di
- ICLR 2025 Poster
- Readers: Everyone
A network equilibrium model for integrated shared mobility services with ride-pooling
Xu Chen, Xuan Di
- Transportation Research Part C: Emerging Technologies
- Readers: Everyone
A Game-Theoretic Framework for Generic Second-Order Traffic Flow Models Using Mean Field Games and Adversarial Inverse Reinforcement Learning
Zhaobin Mo, Xu Chen, Xuan Di, Elisa Iacomini, Chiara Segala, Michael Herty, Mathieu Lauriere
- Transportation Science
- Readers: Everyone
Cross- and Context-Aware Attention Based Spatial-Temporal Graph Convolutional Networks for Human Mobility Prediction
Zhaobin Mo, Haotian Xiang, Xuan Di
- ACM Transactions on Spatial Algorithms and Systems
- Readers: Everyone

View all 34 publications

Co-Authors

View all 50 co-authors