Selected Publications

Selected papers are organized around connected-vehicle safety analytics, causal and spatial crash modeling, vulnerable-road-user safety, ADAS/CAV evaluation, and multimodal traffic video understanding.

Shaoyan Zhai, Mohamed Abdel-Aty, Chenzhu Wang (2026). SAVeD: A first-person social media dataset for ADAS-equipped vehicle near-miss and crash event analysis. Under review.
Project
Chenzhu Wang, Mohamed Abdel-Aty, Natalia Barbour (2025). Joint analysis on pedestrian injury severity across vehicle movements at intersections. AMAR.
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Chenzhu Wang, Mohamed Abdel-Aty, Shaoyan Zhai, Abu Saif Md Nasim Uddin, Zubayer Islam (2025). From prediction to explanation: A machine learning and causal mediation framework for roadway crash risk with connected vehicle data. TR-C.
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Chenzhu Wang, Mohamed Abdel-Aty, Lei Han (2025). Grouped random parameters Poisson-Lindley model with spatial effects addressing crashes at intersections. AMAR.
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Chenzhu Wang, Mohamed Abdel-Aty, Lei Han (2025). Tunnel crash severity and congestion duration joint evaluation based on cross-stitch networks. AAP.
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Lei Han, Mohamed Abdel-Aty, Ruey Long Yu, Chenzhu Wang (2024). LSTM + Transformer real-time crash risk evaluation using traffic flow and risky driving behavior data. IEEE T-ITS.
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Chenzhu Wang, Mingyu Hou, Said M. Easa, Jianchuan Cheng (2024). Safety analysis of pedestrians distracted by mobile phones at street crossings. AAP.
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Chenzhu Wang, Said M. Easa, Fei Chen, Jianchuan Cheng (2023). Difference in perception-reaction time of plain and plateau drivers at expressway exit ramps. TR-F.
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