Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production
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Dive into the research topics where Cheng Lyu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Reinforcement Learning-based Sequential Route Recommendation for System-Optimal Traffic Assignment
Wang, L., Duan, P., Lyu, C. & Ma, Z., 2026, (Accepted/In press) In: IEEE Open Journal of Intelligent Transportation Systems.Research output: Contribution to journal › Article › peer-review
Open Access -
A Diffusion-Based Expectation–Maximization Framework for Probabilistic Traffic Data Imputation
Lyu, C. & Antoniou, C., 2025, In: IEEE Internet of Things Journal. 12, 20, p. 43227-43240 14 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Agentic Large Language Models for day-to-day route choices
Wang, L., Duan, P., He, Z., Lyu, C., Chen, X., Zheng, N., Yao, L. & Ma, Z., Nov 2025, In: Transportation Research Part C: Emerging Technologies. 180, 105307.Research output: Contribution to journal › Article › peer-review
Open Access13 Scopus citations -
A systematic review of generative adversarial networks for traffic state prediction: Overview, taxonomy, and future prospects
Li, Y., Bai, F., Lyu, C., Qu, X. & Liu, Y., May 2025, In: Information Fusion. 117, 102915.Research output: Contribution to journal › Article › peer-review
28 Scopus citations -
Post-disruption lane reversal optimization with surrogate modeling to improve urban traffic resilience
Lu, Q. L., Sun, W., Lyu, C., Schmöcker, J. D. & Antoniou, C., Jul 2025, In: Transportation Research Part B: Methodological. 197, 103237.Research output: Contribution to journal › Article › peer-review
7 Scopus citations