Byeonggyu Kim (김병규)

Machine Learning Lab (ML Lab)
Computer Science and Engineering (CSE)
Pohang University of Science and Technology (POSTECH)

Introduction

I am currently an M.S. graduate student at POSTECH, focusing on developing secure and reliable AI systems for cyber-physical systems, including robotics and drones. My research aims to address security challenges like GPS spoofing to ensure robust and trustworthy operations in critical environments. My research interests include trustworthy machine learning, conformal prediction, vision-language-action models, and cyber-physical systems. My advisor is Sangdon Park, an assistant professor at POSTECH.

News

'Point Map: A LiDAR-Powered 3D Mapping Application for Everyone'
won 1st prize at the Living Lab 2024 competition!

Curriculum Vitae

B.S. Student in Mechanical Engineering & Computer Science and Engineering (Double Major), POSTECH (Feb 2018 ~ Aug 2024)

• Research Student at PSAL Laboratory, POSTECH, Gwangsun Kim (May 2023 ~ Dec 2023)
• Research Student at Machine Learning Lab, POSTECH, Sangdon Park (Jan 2023 ~ Aug 2024)

M.S. Graduate Student in Machine Learning Lab, POSTECH

• Advisor: Sangdon Park (Sep 2024 ~ Present)