Hi, I'm

Jaeho Lee

Deep Learning Compiler
Secure Storage

About Me

  • Position MS./Ph.D. Student
  • Lab Compiler Optimization Research Lab (CORELAB)
  • Major School of Electronical and Electronic Engineering
  • Address Yonsei University, Seoul, Republic of Korea
  • e-mail ejaho0103{at}yonsei.ac.kr

What I Do

System Security

Dealing with many security issues of the computer from the system side.

Compiler Optimizations

Designing new compilers to improve performance, power-efficiency and security.

OS Driver Development

Making a new device driver for OS to improve performance and security.

DNN Compiler

Developing the DNN domain compiler for new hardwares and systems.

Curriculum Vitae

Publications

July 2023
Design Automation Conference

Occamy: Memory-efficient GPU Compiler for DNN Inference

Jaeho Lee, Shinnung Jeong, Seungbin Song, Kunwoo Kim, Heelim Choi, Youngsok Kim, Hanjun Kim

IEEE Xplore / Github / PDF

October 2022
International Conference on Parallel Architectures and Compilation Techniques

Decoupling Schedule, Topology Layout, and Algorithm to Easily Enlarge the Tuning Space of GPU Graph Processing

Shinnung Jeong, Yongwoo Lee, Jaeho Lee, Heelim Choi, Seungbin Song, Jinho Lee, Youngsok Kim, and Hanjun Kim

ACM / PDF

April 2021
IEEE Internet of Things Journal

Compiler-assisted Semantic-aware Encryption for Efficient and Secure Serverless Computing

Bongjun Kim, Seonyeong Heo, Jaeho Lee, Shinnung Jeong, Yongwoo Lee, and Hanjun Kim

IEEE Xplore / Github

Education

Mar 2020 - Present
Yonsei University, Seoul, Republic of Korea

Ph.D. Student

Electrical and Electronic Engineering

Mar 2014 - Feb 2020
Yonsei University, Seoul, Republic of Korea

Bachelor's Degree

Electrical and Electronic Engineering

Experience

Mar 2020 - Present
CoreLab, Yonsei University, Seoul, Republic of Korea

Research Assistant

  • Memory-efficient GPU compiler for Deep learning.

Mar 2020 - Dec 2022
Yonsei University, Seoul, Republic of Korea

Teaching assistant

  • EEE2020: Data Structure and Algorithm (Spring 2020)
  • EEE3313: Introductory Digital Labs (Fall 2020 - Fall 2022)

Jan 2019 - Feb 2020
CoreLab, Yonsei University, Seoul, Republic of Korea

Undergraduate Research Assistant

  • Secure storage versioning add-on for defending the cryptrographic ransomware.
  • Compiler assisited realiable Internet of Things(IoT) framework.