Preprints and Working Papers
W. Gu, M. L. Li, and S. Zhu.
Accepted to 2026 Human-AI Complementarity Workshop: Dynamic Alignment, NSF AI Institute for Societal Decision Making.
Accepted to 2026 INFORMS Manufacturing and Service Operations Management Conference.
Invited to 2026 INFORMS Annual Meeting.
A short version is accepted by 2025 NeurIPS MLĂ—OR Workshop (with Travel Award).
Accepted to the Doctoral Consortium and Poster Section at 2025 EAAMO Conference (with Travel Award).
Multistage adaptive robust optimization for long-term energy infrastructure resilience planning.
W. Gu, S. Chen, S. Zhu, and R. Sioshansi.
Accepted to 2026 INFORMS Workshop on Data Mining and Decision Analytics.
Invited to 2026 INFORMS Annual Meeting.
Invited to 2026 Carnegie Mellon Electricity Industry Center (CEIC) Meeting.
Accepted to Flask Talk Competition at 2026 YinzOR Conference.
Accepted to 2026 International Conference on Bilevel Optimization.
Invited to 2026 INFORMS Optimization Society Conference.
Nonlinear complementarity systems for the morning commute problem with ridesharing and dynamic pricing.
W. Gu, H. Gao, M. Zhang, and M. Dessouky.
Invited to 2025 International Conference on Continuous Optimization.
Accepted to 2024 INFORMS Revenue Management and Pricing Conference.
Invited to 2024 POMS Annual Conference.
W. Gu, Q. Ba, M. Dessouky, and J. S. Pang.
Accepted to 2026 INFORMS Transportation Science and Logistics Conference.
Runner Up (Third Place) of the Poster Competition at 2025 YinzOR Conference.
Invited to 2025 POMS Annual Conference.
Deep traffic prediction via private cooperation of new mobility services.
G. Ali, W. Gu, M. Razaviyayn, and M. Dessouky.
Selected Work In Progress
Multistage power grid capacity expansion planning under uncertain AI data center demands.
C. Cai, W. Gu, S. Zhu, and P. Zhang.
A short version is accepted by 2026 NeurIPS MLĂ—OR Workshop.
Accepted to 2026 INFORMS Workshop on Data Mining and Decision Analytics.
Publications, Technical Reports, Conference Proceedings
Enhancing traffic flow through private data sharing and incentivizing new mobility services.
M. Razaviyayn, M. Dessouky, G. Ali, and W. Gu.
Technical Report, Pacific Southwest Region, METRANS Transportation Center California, Forthcoming.
W. Gu, M. Zhang, M. Dessouky, and J. S. Pang.
Transportmetrica A: Transport Science, 2024.
J. S. Pang, M. Dessouky, and W. Gu.
Technical Report, Pacific Southwest Region, METRANS Transportation Center California, 2024.
J. S. Pang, M. Zhang, M. Dessouky, and W. Gu.
Technical Report, Pacific Southwest Region, METRANS Transportation Center California, 2023.
M. Zhang, M. Dessouky, W. Gu, and H. Gao.
Technical Report, Pacific Southwest Region, METRANS Transportation Center California, 2022.
J. S. Pang, M. Zhang, M. Dessouky, and W. Gu.
Technical Report, California Department of Transportation, 2021.
W. Gu, J. Yu, Y. Ji, Y. Zheng, and M. Zhang
Transportation Research Part C: Emerging Technologies, 2019.
W. Gu, J. Yu, Y. Ji, J. van der Gun, A. Pel, M. Zhang, and B. van Arem.
Transportation Research Board Annual Meeting, 2018.
Y. Zheng, W. Gu, Y. Ji, and M. Zhang.
Journal of Transportation Systems Engineering and Information Technology, 2018.
A moments-based characterization of travel time variability and its application in travel time reliability estimation.
W. Gu, X. Xu, C. Yang, and A. Chen.
World Conference on Transport Research, 2016.
Travel time reliability estimation methods: analytical estimation versus distribution fitting.
W. Gu, X. Xu, C. Yang, and A. Chen.
International Conference of Hong Kong Society for Transportation Studies, 2015.