Qinyi Zhang

Academic Homepage

Qinyi Zhang

Master's Student · State Key Laboratory of Earth and Planetary Sciences, University of Science and Technology of Macau

About

I currently pursuing graduate studies in Earth and Planetary Sciences at the SKL, MUST. Holds a bachelor’s degree in Medical Information Engineering from the School of Medical Information Engineering at AHUCM, where academic performance consistently ranked among the top students, Obtained postgraduate exemption recommendation qualification.

My research focuses on the interdisciplinary field of Mars rover, environmental and ecological remote sensing, and bioinformatics. I have previously interned as an algorithm engineer and a deep learning image algorithm intern, specializing in computer vision and stereo matching.

With a multidisciplinary research background, I specialize in data mining, model development, and the synthesis of academic findings.

Research Interest

Interdisciplinary Data Analysis Computer Vision Biomics (Proteomics, Metagenomics) Machine Learning Mathematical Modeling

News

  • 2026.05 Provisionally admitted to the PhD program at the School of Environmental Science, East China Normal University
  • 2026.01 Presented a poster at the 2026 Macau International Forum on Space and Planetary Science
  • 2026.01 Short-term internship at Gazer (盖泽), Suzhou
  • 2025.12 Visit to 文少卿’s Research Group, Fudan University
  • 2025.08 Presented a poster at the Space Science and Exploration Symposium, Weihai
  • 2024.11 Outstanding Undergraduate Thesis Award from the Anhui Robotics Society, view more
  • 2024.07 Scholarship from Macau Government for Students in Mainland China

Publications

Enhanced nuclear information fusion and visual transformer for pathological breast cancer image classification

03 June 2025

Qinyi Zhang, Honglei Gao*, Wenhao Li, Zhipeng Xu, Ting Ouyang & Zongyun Gu*

Scientific Reports

Optimization of pneumonia CT classification model using RepVGG and spatial attention features

19 September 2023

Qinyi Zhang, Jianhua Shu*, Chen Chen, Zhaohang Teng, Zongyun Gu, Fangfang Li & Junling Kan*

Frontiers in Medicine

Ongoing Works

Sand Ripple Characteristics and Wind Field Inversion in Jezero Crater from Perseverance Rover Observations

Cooperator: Jiazila·Suolitiken

Keywords: perseverance rover, sand ripples, wind field inversion, stereo vision, 3D reconstruction

Project A

Exceptional protein preservation in 20 Ma saline deposits from theSalar Grande Basin (Atacama Desert)

Cooperator: Qitao Hu, Ting Huang, David C. Fernández-Remolar

Keywords: proteomics, Salar Grande basin, molecular biomarkers, vertical distribution patterns, functional annotation, microbial taxonomy, hydrological fluctuation event

Project B

Education

  • 2024 - 2026
    Master’s Degree, University of Science and Technology of Macau (MUST), Earth and Planetary Sciences

    Supervisor: David C Fernández Remolar

  • 2020 - 2024
    Bachelor of Science, Anhui University of Traditional Chinese Medicine (AHUCM), Medical Information Engineering

    Supervisor: 谷宗运、束建华

Internship Experience

Awards

  • Macau Special Administrative Region Government Scholarship for Graduate Students in Mainland
  • Outstanding Undergraduate Thesis, Anhui Provincial Robotics Society
  • First-Class Scholarship / Guoyuan Securities Scholarship
  • First Prize (First Place) in the 2022 Anhui Province Big Data and Artificial Intelligence Application Competition
  • Registration of software and copyright of software items, view more

Contact

Welcome academic exchanges, collaborative discussions, or inquiries via email.

zichuana.29@gmail.com