$$ \Huge \textbf {Hoyun Youm} \\ \newline \small Graduate \space Student - South \space Korea $$

Hello there! My name is Hoyun Youm, and I am a graduate student at the Compiler Research Laboratory (Corelab) at Yonsei University, Seoul, South Korea.

My research focuses on compiler optimization, homomorphic encryption, and privacy-preserving machine learning. I am currently working on compiler design for Fully Homomorphic Encryption. My work aims to make Fully Homomorphic Encryption more convenient for everyday users by accelerating its performance and improving usability, opening up new possibilities for secure and private data processing in various applications.

CONTACT

📩 [email protected]

🌐 corelab@yonsei

🗺️ Seoul, Korea

CV

http://corelab.or.kr/CV/hoyun-full.pdf**_CV**

INTERESTS

• Compiler Optimization
• Homomorphic Encryption
• Privacy Preserving Machine Learning

SOCIALS

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EDUCATION

2024.03 - Present

Study | Yonsei University, Seoul, Republic of Korea

M.S./Ph.D. Student, Advisor: Prof. Hanjun Kim

Research Project: “Compiler Optimization on Fully Homomorphic Encryption”

2018.03 - 2024.03

Study | Yonsei University, Seoul, Republic of Korea

Bachelor’s Degree in Electrical and Electronic Engineering

EXPERIENCE

2024.03 - Present

Working Position | Research Assistant

Compiler Research Laboratory (Corelab), Yonsei University, Seoul, Republic of Korea

• Benchmark design for the Fully Homomorphic Encryption scheme, RNS-CKKS
• Optimization of GPU libraries for homomorphic encryption

2023.01 - 2024.03

Working Position | Undergraduate Research Assistant

Compiler Research Laboratory (Corelab), Yonsei University, Seoul, Republic of Korea

• Benchmark design for the Fully Homomorphic Encryption scheme, RNS-CKKS

RECOGNITION

2023.09

Award | Grand Prize: ICT Challenge hosted by Ministry of Science and ICT

Title: Fully Homomorphic Encryption Compiler for Privacy-Preserving Machine Learning

2018.03 - 2024.03

Scholarship | The National Scholarship for Science and Engineering

PUBLICATION

Privacy Set: Privacy Authority-Aware Compiler for Homomorphic Encryption on Edge-Cloud System [abstract] (IEEE Xplore)

Dongkwan Kim, Yongwoo Lee, Seonyoung Cheon, Heelim Choi, Jaeho Lee, Hoyun Youm, Dongyoon Lee, and Hanjun Kim IEEE Internet of Things Journal, August 2024. IF=8.2, Q1 (JCR 2023)