Xinyuan Zhang

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I am a final-year undergraduate in Artificial Intelligence at the University of Chinese Academy of Sciences. I was a visiting student in the Department of Computer Science at the University of Oxford.

During my time at Oxford, I worked as a research assistant with the Dynamic Robot Systems Group (DRS) at the Oxford Robotics Institute (ORI), focusing on 3D building layout reconstruction from monocular image sequences, where I was fortunate to be supervised by Prof. Maurice Fallon and Prof. Yifu Tao. Previously, I worked at the Institute of Automation, Chinese Academy of Sciences on vision-language navigation for autonomous delivery scenarios, where I was advised by Prof. Fei-Yue Wang and Prof. Yonglin Tian.

I am interested in 3D vision and robotic perception. My goal is to develop models and systems that truly understand the physical world and leverage them for real-world robotics.

Education

University of Chinese Academy of Sciences (UCAS), Beijing, China
Bachelor of Engineering in Artificial Intelligence
2023.09 – 2027.06
University of Oxford, Oxford, UK
Visiting Student in Computer Science (Major), Mathematics (Minor)
2025.10 – 2026.07

Experience

Research Assistant
Dynamic Robot Systems Group, Oxford Robotics Institute (ORI), Oxford, UK
3D building layout reconstruction from monocular image sequences.
Supervisor: Prof. Maurice Fallon and Prof. Yifu Tao
2026.01 – 2026.09
Research Intern
Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing, China
Vision-Language Navigation (VLN) in Intelligent Logistics.
Supervisor: Prof. Fei-Yue Wang and Prof. Yonglin Tian
2024.02 – 2025.10

Honors and Awards

National Scholarship
Ministry of Education, China
2024, 2025
First-Class Undergraduate Academic Scholarship (Top 5% in UCAS)
University of Chinese Academy of Sciences (UCAS)
2024, 2025

Selected Publications

  1. Under Review
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    SeqLayout3D: Room-wise 3D Building Layout Reconstruction from Monocular Image Sequences
    Xinyuan Zhang, Yifu Tao, Jan Quenzel, and 1 more author
    Under Review , 2026
  2. ITSC
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    LogisticsVLN: Vision-Language Navigation For Low-Altitude Terminal Delivery Based on Agentic UAVs
    Xinyuan Zhang, Yonglin Tian, Fei Lin, and 4 more authors
    In 2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC), 2025
  3. SOLI
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    LogisticsVISTA: 3D Terminal Delivery Services With UAVs, UGVs and USVs Based on Foundation Models and Scenarios Engineering
    Yonglin Tian, Fei Lin, Xinyuan Zhang, and 5 more authors
    In 2024 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), 2024