- KAIST, School of Electrical Engineering M.S. (Mar. 2021 – Feb. 2023)
- KAIST, School of Electrical Engineering B.S. (Mar. 2016 – Feb. 2021)
- Daejeon Dongsin Science High School (Mar. 2014 – Feb. 2016)
- Best Student Paper Awards (Innovative paper) @ 2022 Next Generation Lithography Conference (Aug. 2022)
- Machine learning for computational lithography
- Byungho Choi, Yonghwi Kwon, Umar Afzaal, and Youngsoo Shin, “Multisource clock tree synthesis through sink clustering and fast clock latency prediction,” Proc. Int’l Symp. on Circuits and Systems (ISCAS), May 2023.
- Byungho Choi, Gangmin Cho, Yonghwi Kwon, and Youngsoo Shin, “Hotspot pattern synthesis using generative network with hotspot probability model,” Proc. SPIE Advanced Lithography, Apr. 2022.