Xiaoyu Wang

According to our database, Xiaoyu Wang authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Blocked Gibbs meets Diffusion Transformers: Unsupervised Learning for Constraint Optimization.

Yudong W. Xu, Wenhao Li, Xiaoyu Wang, Scott Sanner, Elias B. Khalil

CoRR, May, 2026

2025

Getting Ready for Deployment: Transformer-Enabled Robust Adaptive Traffic Signal Control.

Xiaoyu Wang, Ilia Smirnov, Scott Sanner, Baher Abdulhai

Proceedings of the 28th IEEE International Conference on Intelligent Transportation Systems, 2025

Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens.

Jihwan Jeong, Xiaoyu Wang, Jingmin Wang, Scott Sanner, Pascal Poupart

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

eMARLIN+: Addressing Partial Observability to Promote Traffic Signal Coordination by Leveraging Historical Information.

Xiaoyu Wang, Ayal Taitler, Ilia Smirnov, Scott Sanner, Baher Abdulhai

IEEE Trans. Intell. Transp. Syst., December, 2024

Multi-hop Upstream Preemptive Traffic Signal Control with Deep Reinforcement Learning.

Xiaocan Li, Xiaoyu Wang, Ilia Smirnov, Scott Sanner, Baher Abdulhai

CoRR, 2024

Mitigating Partial Observability in Adaptive Traffic Signal Control with Transformers.

Xiaoyu Wang, Ayal Taitler, Scott Sanner, Baher Abdulhai

CoRR, 2024

Generalized Multi-hop Traffic Pressure for Heterogeneous Traffic Perimeter Control.

Xiaocan Li, Xiaoyu Wang, Ilia Smirnov, Scott Sanner, Baher Abdulhai

CoRR, 2024

2023

eMARLIN+: Overcoming Partial-Observability Caused by Sensor Limitations and Short Detection Ranges in Traffic Signal Control.

Xiaoyu Wang, Ayal Taitler, Ilia Smirnov, Scott Sanner, Baher Abdulhai

Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023

Perimeter Control Using Deep Reinforcement Learning: A Model-Free Approach Towards Homogeneous Flow Rate Optimization.

Xiaocan Li, Ray Coden Mercurius, Ayal Taitler, Xiaoyu Wang, Mohammad Noaeen, Scott Sanner, Baher Abdulhai

Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023

Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization.

Jihwan Jeong, Xiaoyu Wang, Michael Gimelfarb, Hyunwoo Kim, Baher Abdulhai, Scott Sanner

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control.

Xiaoyu Wang, Scott Sanner, Baher Abdulhai

CoRR, 2022

2021

Microscopic Model-Based RL Approaches for Traffic Signal Control Generalize Better than Model-Free RL Approaches.

Parth Jaggi, Xiaoyu Wang, Nicolas Carrara, Scott Sanner, Baher Abdulhai

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021