CV

Xianglong Guo

Email: gxl2955839148@gmail.com&21051028@buaa.edu.cn
Mobile: +86-180-928-62091
Education
BeiHang University Sep. 2021 - Jun. 2025 (expected) Bachelor in Engineering Mechanics (Strengthening Basic Disciplines Program) Beijing, China
GPA: 88.6/100 Rank: 5/29
Courses: Mathematical Analysis for Mathematical Sciences (94), Fundamental Physics (100), Data Structures and Programming (92), Computing Method (93), Water Wave Equation and Nonlinear Integrable system (92), Automatic Control Theory (94), Computational Soild Mechanics (88), Deep Learning (94), Mechanics of Composite Material (92).

Formerly, I have been working on the problem of heat haze effects with Digital Image Correlation (DIC), which includes the study of how to dehaze,the effects of traditional dehaze algorithm and the mothods based on deep learning.
Recently, I have been working on a project of DeepLearning-based DIC network for local displacement measurement, which includes establishing a benchmark for optical flow model used in DIC.
I am also strongly interested in Computer vision for science, actively looking for opportunities to work on projects related to it.

BeiHang University Nov. 2022 - present Research Assistant, School of Aeronautic Science and Engineering Beijing, China
Advisor: Prof. Bing Pan & Prof. Liping Yu
Benchmark the performance of various traditional physical defogging methods and deep learning defogging methods in the thermal fog effect, and test whether the defogging method is effective in the DIC field.
Learn the DeepLearning-based DIC network for local displacement and strain measurement, and optimize the methods of it.

Samsung Inc. (SAIT - Samsung Advanced Institute of Technology (SRCX)) Jun. 2023 - Sep. 2023 Computer Vision Algorithm Engineer Xi’an, China
Advisor: M.E. Yunfeng Gong
Search for a network of detection Models in Autonomous Driving.
Use quantization or pruning to accelerate model inference on AGX.

First Prize in National Physics Competition for college student in China (2023)
First Provincial-level Prize in Chinese Physics Olympiad (CPHO) (2020)
Second Prize in National Mathematical Competition for college student in China (2023)
Second Prize and Thrid Prize in China Undergraduate Physics Tournament (2022 & 2023)
Special Prize and Thrid Prize in China North China Regional Competition Undergraduate Physics Tournament (2023 & 2022)
Third Prize in The 14th Zhou Peiyuan’s Competition of Mechanics for College Students in China (2023)
Study Excellence Scholarship Second Prize (2022 & 2023)
Discipline Competition Scholarship Special Prize and First prize (2023 & 2022)

Languages: C++, Python, Matlab, Mathematica
Tools: Git, Visual Studio Code, Ansys Mechanical APDL, Ansys fluid, SoildWorks, Catia, Markdown
Libraries: PyTorch, NumPy, Matplotlib, TensorRT