Pengyu Chen
Complete CV (PDF)Education
M.S. in Geographic Information Science
2024 – 2026
University of South Carolina, Columbia, SC
GPA: 3.82/4.0 | Teaching Assistant (Full Scholarship)
Advisor: Dr. Sicheng Wang
Advisor: Dr. Sicheng Wang
B.S. in Geographic Information Science
2020 – 2024
Wuhan University of Technology, China
Thesis: Transformer-based geographic scene description | Advisor: Prof. Wei Cui
Research & Internship
Graduate Research Assistant
Jul – Aug 2025
University of South Carolina (Funded by City of Columbia)
- Developed a deep learning pipeline using SegFormer to automate tree canopy detection from historical aerial imagery (2005–2023).
- Conducted multi-temporal analysis to assess urban canopy change and its environmental impact.
Research Intern (Spatial Data Lab)
May – Sept 2024
Harvard University (CGA)
Focus: Geographic Big Data Analytics and Spatio-Temporal Data Mining under the supervision of Dr. Yuhang Pan.
Research Assistant & Visiting Student
2023 – 2024
Wuhan University
- Developed a YOLO-based Intelligent Bear Deterrence System to mitigate human-wildlife conflicts.
- Optimized and deployed computer vision models to K210 microcontrollers for real-time edge computing.
Research Intern
Sept 2022 – Jan 2023
Clemson University (Remote)
Co-authored research in Journal of Transport Geography; processed mobility datasets and generated impact curves for extreme temperatures.
Advisors
Dr. Sicheng Wang
M.S. Advisor, USC
Prof. Teng Fei
Visiting Advisor, WHU
Prof. Wei Cui
B.S. Advisor, WUT