Yujeong Choi
Graduate student
Korea Advanced Institute of Science and Technology (KAIST)
Profile
Vertically Integrated Architecture Research Group (VIALab)
School of Electrical Engineering,
Korea Advanced Institute of Science and Technology (KAIST)
Office : N1 818 @ KAIST
E-mail : yujeong.choi.0606@gmail.com
LinkedIn : https://www.linkedin.com/in/yjchoi0606/=
Google scholar: https://scholar.google.co.kr/citations?user=pMUxRhEAAAAJ&hl=en&oi=ao
Education
September 2020 - August 2024
Ph.D., School of Electrical Engineering, KAIST
September 2018 - August 2020
M.S., School of Electrical Engineering, KAIST
March 2014 - 2018
B.S., Department of Computer Science and Engineering, POSTECH
Summa Cum Laude
Publication
Yujeong Choi, Jiin Kim, and Minsoo Rhu
ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models
The 51st International Symposium on Computer Architecture (ISCA-51)
June 2024
Yunseong Kim, Yujeong Choi [presenting author], and Minsoo Rhu
PARIS and ELSA: An Elastic Scheduling Algorithm for Reconfigurable Multi-GPU Inference Servers
The 59th Design Automation Conference (DAC-59)
July 2022
Yujeong Choi, Yunseong Kim, and Minsoo Rhu
LazyBatching: An SLA-aware Batching System for Cloud Machine Learning Inference
The 27th IEEE International Symposium on High-Performance Computer Architecture (HPCA-27)
February 2021
Bongjoon Hyun, Youngeun Kwon, Yujeong Choi, John Kim, and Minsoo Rhu
NeuMMU: Architectural Support for Efficient Address Translations in NPUs
The 25th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS-25)
March 2020
Yujeong Choi, Minsoo Rhu
PREMA: A Predictive Multi-task Scheduling Algorithm For Preemptible Neual Processing Units
The 26th IEEE International Symposium High-Performance Computer Architecture (HPCA-26)
Feburary 2020
Deukryeol Yoon, Yujeong Choi, Eunyoung Yoon, Heekap Ahn
CT-AEM Design and Implementation for Computational Thinking Education
The Korean Institute of Information Scientists and Engineers, Vol.2016, No.6
August 2016
Experience
January 2017 - May 2017
Exchange Student, University of Maryland, College Park (UMD)
June 2017 - August 2017
Research Intern, HPCS Lab @ Seoul National University
Sept 2017 - August 2018
Research Intern, VIA Research Group @ POSTECH
Recognition
Google PhD Fellowship - Mentor: Cliff Young (2022)
IEEEMicro Top Picks - Honorable Mention (2020)
Best TA Award - 2018 Fall Semester @ KAIST EE (2018, 2020)
Best presentation award in the senior research project @ POSTECH CSE (June 2018)
Scholar of the National Academic Excellence Scholarship for Science and Engineering, Korea Student Aid Foundation (KOSAF) (March 2016 - December 2017)
ACM-ICPC Daejeon Regional 23th place (November 2016)
ACM-ICPC Daejeon Regional 24th place (November 2014)