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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
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Posts
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Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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publications
Intelligent Pixel-Level Segmentation of Pavement Sealed Cracks Using CycleGAN-Based Domain Adaptation
Published in January 9, 2025
We propose a CycleGAN-based domain adaptation approach for pavement sealed crack segmentation, achieving a 6.18% improvement in IoU coefficient over source domain images and enabling effective cross-region pavement distress detection without re-annotation or retraining.
Recommended citation: Li, Y., Chen, J., Lang, H., & Qian, J. (2025). "Intelligent Pixel-Level Segmentation of Pavement Sealed Cracks Using CycleGAN-Based Domain Adaptation." Transportation Research Board 104th Annual Meeting. Washington, D.C.
Intersection Congestion Identification Method Based on Fuzzy C-Means Clustering
Published in July 22, 2025
We propose a Fuzzy C-Means Clustering-based methodology using electronic police data to accurately identify balanced and overall congestion states at urban intersections, validated through a case study demonstrating strong alignment with real-world conditions.
Recommended citation: Li, Y., Bai, Y., & Xiao, B. (2025). "Intersection Congestion Identification Method Based on Fuzzy C-Means Clustering." CICTP 2025: Transportation, Artificial Intelligence, and Energy. 2073-2084.
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Multi-Armed Bandit for Stochastic Shortest Path in Mixed Autonomy
Published in November 22, 2025
We address the exploration-exploitation challenge in autonomous vehicle routing under mixed-autonomy traffic by integrating Upper Confidence Bound strategies into Real-Time Dynamic Programming, achieving provably convergent and computationally efficient routing in large-scale stochastic networks.
Recommended citation: Bai, Y., Li, Y., & Xiong, X. (2025). "Multi-Armed Bandit for Stochastic Shortest Path in Mixed Autonomy." 2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC). 3604-3609.
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Bandit-Guided Dynamic Programming for Last-Mile Delivery in Stochastic Networks
Published in July 29, 2026
We propose a Bandit-enhanced Dynamic Programming algorithm for efficient routing of Autonomous Delivery Vehicles in stochastic urban networks, achieving near-optimal delivery costs with significantly higher computational efficiency than standard Value Iteration.
Recommended citation: Li, Y., & Xiong, X. (2026). "Bandit-Guided Dynamic Programming for Last-Mile Delivery in Stochastic Networks." 2026 INFORMS Transportation Science and Logistics Conference. Cambridge, MA.