Ruixuan Zhang

Ph.D. Candidate in Transportation Engineering

Ruixuan is a Ph.D. student in Transportation at the Tandon School of Engineering, co-advised by Prof. Kaan Ozbay. His research focuses on machine learning and intelligent transportation systems, aiming to provide multi-modal (vision and language) solutions for safety and decision-making.

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Publications @ AI4CE2

When language and vision meet road safety: leveraging multimodal large language models for video-based traffic accident analysis

Ruixuan Zhang, Beichen Wang, Juexiao Zhang, Zilin Bian, Chen Feng, Kaan Ozbay

Reasoning

arXiv ·PDF ·Code

AAP 2025

Learning When to See for Long-term Traffic Data Collection on Power-constrained Devices

Ruixuan Zhang, Wenyu Han, Zilin Bian, Kaan Ozbay, Chen Feng

Reasoning

arXiv ·PDF

ITSC 2023