Boyuan Peng

pengby99@outlook.com · GitHub · Google Scholar · LinkedIn

Education

Tsinghua University

M.S. in Electronic and Information Engineering · GPA 3.8/4.0
Advisor: Peiwu Qin

September 2022 – June 2025

China University of Mining and Technology

B.E. in Electronic and Information Engineering · Average grade 80.37/100

September 2017 – June 2021

Publications & Preprints

1. Practical guidelines for cell segmentation models under optical aberrations in microscopy

   Boyuan Peng†, Jiaju Chen†, P. Bilha Githinji†, Ijaz Gul, et al.
   2024 · Computational and Structural Biotechnology Journal

2. Dual-Modality Computational Ophthalmic Imaging with Deep Learning and Coaxial Optical Design

   Boyuan Peng†, Jiaju Chen†, Yiwei Zhang†, Cuiyi Peng, et al.
   2025 · arXiv preprint

3. Intelligent proximate analysis of coal based on near-infrared spectroscopy

   Weinan Liu, Boyuan Peng, Xiaoyu Liu, et al.
   2021 · Journal of Applied Spectroscopy

Research Experience

Benchmarking Cell Segmentation Models Under Aberrations

Tsinghua University · December 2023 – August 2024
Graduate Research Assistant · Advisor: Peiwu Qin

Evaluated cell instance segmentation models under optical aberrations in fluorescence and bright-field microscopy. Developed PSF-based aberration classification and explored physical conditioning for diffusion-based restoration.

Dual-Modality Coaxial Ophthalmic Screening System

Lishui Hospital of Zhejiang University · Began June 2024
Research Assistant · Supervisor: Chenying Lu

Worked on coaxial fundus imaging and refractive sensing, retinal vessel segmentation, and multimodal ophthalmic prediction.

Intelligent Coal Analysis Using Near-Infrared Spectroscopy

China University of Mining and Technology · May 2019 – June 2020
Undergraduate Research Assistant · Advisor: Meng Lei

Collected near-infrared spectra and investigated optimized extreme learning machines for estimating moisture, volatile matter and calorific value.

Teaching

Spectrum and Microscopy, Tsinghua University · Teaching Assistant · Fall 2023

Honors & Awards

• Innovation and Entrepreneurship Award, Tsinghua University (Top 10%) · 2024
• Second-class School Scholarship, Tsinghua University · 2023–2024
• Second-class School Scholarship, CUMT · 2018–2019
• Second-class School Scholarship, CUMT · 2017–2018

Skills

Python, Linux, MATLAB, LaTeX, LabVIEW
PyTorch, NumPy, Git, Anaconda, OpenCV

Languages & Tests

IELTS: 6.5 overall (Listening 6.0, Reading 7.5, Writing 5.5, Speaking 6.0)

GRE: Verbal 157, Quantitative 166, Analytical Writing 4.5 · July 2025