Eunjin Baek (백은진)

System Architect @ MangoBoost Inc.

Experience/Employment

MangoBoost Inc., Seoul, South Korea
- System Architect
- Jan, 2022 ~ Current

Samsung Semiconductor Inc., San Jose, CA
- Research Intern, Memory Solutions Lab
- Feb. 2020 - Oct. 2020

Research Interests

Computer Architecture & System
Artificial Neural Network (DNN/SNN/TNN)
Machine Learning Systems and Accelerator Architectures
Neuromorphic Systems for Brain Simulation Accelerators

Education

Seoul National University (SNU), Seoul, South Korea
- Ph.D. Student in Electrical and Computer Engineering (ECE)
- Advisor: Prof. Jangwoo Kim
- Sep. 2017 – Aug. 2023

RWTH Aachen University, Aachen, Germany
- Exchange Student
- Oct. 2015 – Feb. 2016

POSTECH, Pohang, South Korea
- B.S. in Computer Science and Engineering (CSE)
- Mar. 2012 – Feb. 2017

Publications

F4T: A Fast and Flexible FPGA-based Full-stack TCP Acceleration Framework
Junehyuk Boo, Yujin Chung, Eunjin Baek, Seongmin Na, Changsu Kim, and Jangwoo Kim
ACM/IEEE International Symposium on Computer Architecture (ISCA), Jun. 2023
Architecture System Network FPGA

STfusion: Fast and Flexible Multi-NN Execution using Spatio-Temporal Block Fusion and Memory Management
Eunjin Baek, Eunbok Lee, Taehun Kang, and Jangwoo Kim
IEEE Transactions on Computers, April. 2023
Architecture AI/Deep Learning

An Accurate and Fair Evaluation Methodology for SNN-Based Inferencing with Full-Stack Hardware Design Space Explorations
Hunjun Lee, Chanmyeong Kim, Seungho Lee, Eunjin Baek, and Jangwoo Kim
Neurocomputing, Sep 2021.
Architecture Neuromorphic

DiFuzzRTL: Differential Fuzz Testing to Find CPU Bugs
Jaewon Hur, Suhwan Song, Dongup Kwon, Eunjin Baek, Jangwoo Kim, and Byoungyoung Lee
IEEE International Symposium on Security and Privacy (S&P), May 2021
Architecture Security

A Multi-Neural Network Acceleration Architecture
Eunjin Baek, Dongup Kwon, and Jangwoo Kim
ACM/IEEE International Symposium on Computer Architecture (ISCA), Jun. 2020
Architecture AI/Deep Learning

FlexLearn: Fast and Highly Efficient Brain Simulations Using Flexible On-Chip Learning
Eunjin Baek, Hunjun Lee, Youngsok Kim, and Jangwoo Kim
52nd IEEE/ACM International Symposium on Microarchitecture (MICRO), Oct. 2019
Architecture Neuromorphic

Honors and Awards

National Science and Engineering Scholarship
- Korea Student Aid Foundation (KOSAF)
- 2012 - 2016
- Full tuition scholarship

6th place @ 2014 ACM International Collegiate Programming Contest (ICPC) – Daejeon Site

Silver Prize @ The 10th Nation-wide Undergraduate Programming Contest

Teaching Experience

International Olympiad in Informatics (IOI) Training Camp in Korea, Coach (2013 - 2015)

Korea Olympiad in Imformatics (KOI), Problem Setter (2015)

POSTECH Programming Contest (PPC), Judge (2015)

Teaching Assistant
- (Fall 2017) ECE201 Digital System Design and Lab, SNU
- (Spring 2018) ECE322 Computer Organization, SNU
- (Fall 2018) ECE636 Advanced Computer Architecture, SNU
- (Fall 2019) ECE201 Digital System Design and Lab, SNU