​
Login / Signup
Yongsuk Kwon
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 6
Top Topics
Lower Layers
Matrix Multiplication
Personalized Recommendation
Efficient Inference
Top Venues
IEEE Micro
ASPLOS (2)
IEEE Comput. Archit. Lett.
ICS
</>
Publications
</>
Sungmin Yun
,
Hwayong Nam
,
Kwanhee Kyung
,
Jaehyun Park
,
Byeongho Kim
,
Yongsuk Kwon
,
Eojin Lee
,
Jung Ho Ahn
CLAY: CXL-based Scalable NDP Architecture Accelerating Embedding Layers.
ICS
(2024)
Sangsoo Park
,
KyungSoo Kim
,
Jinin So
,
Jin Jung
,
Jonggeon Lee
,
Kyoungwan Woo
,
Nayeon Kim
,
Younghyun Lee
,
Hyungyo Kim
,
Yongsuk Kwon
,
Jinhyun Kim
,
Jieun Lee
,
YeonGon Cho
,
Yongmin Tai
,
Jeonghyeon Cho
,
Hoyoung Song
,
Jung Ho Ahn
,
Nam Sung Kim
An LPDDR-based CXL-PNM Platform for TCO-efficient Inference of Transformer-based Large Language Models.
HPCA
(2024)
Jaehyun Park
,
Jaewan Choi
,
Kwanhee Kyung
,
Michael Jaemin Kim
,
Yongsuk Kwon
,
Nam Sung Kim
,
Jung Ho Ahn
AttAcc! Unleashing the Power of PIM for Batched Transformer-based Generative Model Inference.
ASPLOS (2)
(2024)
Hailong Li
,
Jaewan Choi
,
Yongsuk Kwon
,
Jung Ho Ahn
A Hardware-Friendly Tiled Singular-Value Decomposition-Based Matrix Multiplication for Transformer-Based Models.
IEEE Comput. Archit. Lett.
22 (2) (2023)
Ke Liu
,
Xuan Zhang
,
Jinin So
,
Jong-Geon Lee
,
Shinhaeng Kang
,
Sukhan Lee
,
Songyi Han
,
YeonGon Cho
,
Jin Hyun Kim
,
Yongsuk Kwon
,
KyungSoo Kim
,
Jin Jung
,
IlKwon Yun
,
Sung Joo Park
,
Hyunsun Park
,
Joon-Ho Song
,
Jeonghyeon Cho
,
Kyomin Sohn
,
Nam Sung Kim
,
Hsien-Hsin S. Lee
Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM.
IEEE Micro
42 (1) (2022)
Jinwon Joo
,
Minyong Yoon
,
Jungwook Choi
,
Mingu Kang
,
JongGeon Lee
,
Jinin So
,
IlKwon Yun
,
Yongsuk Kwon
,
KyungSoo Kim
Understanding and Reducing Weight-Load Overhead of Systolic Deep Learning Accelerators.
ISOCC
(2021)