PERSONAL DETAILS

Name:	(KOR) 장명재, (ENG) MYEONGJAE JANG
Residential Address:	ETRI, 218 Gajeong-ro, Yuseong-gu, Daejeon, Republic of Korea
Mobile:	(+82) 010-6368-6063
Email:	[email protected], [email protected]
Birth:	April 9th, 1992
Linked-in:	www.linkedin.com/in/myeongjae-jang-3aa502235
ORCID:	https://orcid.org/0000-0001-8408-3576
Korea National Researcher No.:	1161 0006

CAREER HISTORY

Jan. 2025 – Current	Senior researcher in Electronics and Telecommunications Research Institute (ETRI), Artificial Intelligence Computing Research Laboratory / AI SoC Research Division / PIM AI SoC Research Section

EDUCATION HISTORY

| Mar. 2019 – Feb. 2025 | Ph.D. in School of Computing, KAIST Advisor: Soontae Kim [LINK] | | --- | --- | | Mar. 2017 – Feb. 2019 | Master in School of Computing, KAIST Advisor: Soontae Kim [LINK] | | Mar. 2011 – Feb. 2017 | Bachelor in Computer Engineering, SKKU Advisor: Yungyung Cheong [LINK] |

PUBLICATIONS AND PATENTS

Jang, M., Kim, J., Nam, H., Kim, S., & Kim, S. (2025, March). C2C: A Framework for Critical Token Classification in Transformer-based Inference Systems. In 2025 Design, Automation & Test in Europe Conference & Exhibition (DATE) (pp. ). IEEE. [LINK (will be updated)]
(Ph.D. Thesis) Jang, Myeongjae. "An Efficient and Secure Deep Neural Networks System Driven by Data Characteristics." (2025). [LINK (will be updated)]
Jang, M., Kim, J., Nam, H., & Kim, S. (2023). Zero and Narrow-Width Value-Aware Compression for Quantized Convolutional Neural Networks. IEEE Transactions on Computers (TC). [LINK]
Kim, J., Jang, M., Nam, H., & Kim, S. (2023, October). HARP: Hardware-Based Pseudo-Tiling for Sparse Matrix Multiplication Accelerator. In Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (pp. 1148-1162). [LINK]
Jang, M., Kim, J., Kim, J., & Kim, S. (2022, March). Encore compression: Exploiting narrow-width values for quantized deep neural networks. In 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) (pp. 1503-1508). IEEE. [LINK]
Jang, M., & Hong, J. (2021). MATE: Memory-and Retraining-Free Error Correction for Convolutional Neural Network Weights. Journal of information and communication convergence engineering, 19(1), 22-28. [LINK]
(Master Thesis) Jang, Myeongjae. "Neural network-based FMCW radar system for detecting and tracking a drone." (2019). [LINK]
(Patent) 인공 신경망 기반 FMCW 레이다 드론 추적 기법, OBJECT DETECTION METHOD AND APPARATUS OF RADAR SYSTEM, 2021-06-22, 10-2269732-0000, (Korean). [LINK] 한국과학기술원, 김순태, 장명재, 강민철, 이원영
Jang, M., & Kim, S. (2018). Neural Network-based FMCW Radar System for Detecting a Drone. IEMEK Journal of Embedded Systems and Applications, 13(6), 289-296, (Korean). [LINK]
(Bachelor) 장명재, & 정윤경. (2016). 무인 탐사선의 최단 경로 탐색 알고리즘 분석. 한국정보과학회 학술발표논문집, 1662-1664, (Korean). [LINK]

PROFESSIONAL EXPERIENCES

| 2021 Spring | Teaching Assistant in KAIST Under-graduated Course, Computing System Overview by Prof. Soontae Kim | | --- | --- | | 2020 Spring | Teaching and Practical Assistant in KAIST (Head TA) Under-graduated Course, Digital System and Lab by Prof. Soontae Kim | | 2020 Spring | Teaching Assistant in KAIST Under-graduated Course, Computing System Overview by Prof. Soontae Kim | | 2019 Fall | Teaching Assistant in KAIST Under-graduated Course, Introduction to Artificial Intelligence by Prof. Seunghoon Hong | | 2019 Spring | Teaching Assistant in KAIST (Head TA) Graduated Course, Computer Architecture by Prof. Soontae Kim | | 2018 Fall | Teaching Assistant in KAIST Under-graduated Course, Computer Organization by Prof. Soontae Kim | | 2018 Spring | Teaching and Practical Assistant in KAIST Under-graduated Course, Digital System and Lab by Prof. Seungryoul Maeng | | 2017 Fall | Teaching Assistant in KAIST Under-graduated Course, Computer Organization by Prof. Jaehyuk Huh |

PERSONAL DETAILS

CAREER HISTORY

EDUCATION HISTORY

PUBLICATIONS AND PATENTS

PROFESSIONAL EXPERIENCES

AWARDS AND HONORS