Jehyeon Bang
Ph.D. Student @ Vertically Integrated Architecture Research Group
KAIST, School of Electrical Engineering
Research Interest:
Computer architecture
Large-scale generative AI models
Email: jehyeon.bang@kaist.ac.kr
Office: N1 818 @ KAIST
Education
Mar. 2023 ~ Present
Ph.D. student in School of Electrical Engineering, KAIST
Advisor: Prof. Minsoo Rhu
Mar. 2021 ~ Feb. 2023
M.S. in School of Electrical Engineering, KAIST
Dissertation: A Software Framework for Estimating Training Time of Trillion-Parameter Scale Distributed Machine Learning
Mar. 2016 ~ Feb. 2021
B.S. in School of Electrical Engineering, KAIST
Minor in School of Computing, KAIST
Publications
Jehyeon Bang, Yujeong Choi, Myeongwoo Kim, Yongdeok Kim and Minsoo Rhu, "vTrain: A Simulation Framework for Evaluating Cost-effective and Compute-optimal Large Language Model Training," arXiv preprint arXiv:2312.12391 (2023)
Under review
Experience
Dec. 2019 ~ Feb. 2020 / Nov. 2020 ~ Feb. 2021
Undergraduate research intern at Vertically Integrated Architecture Research Group, KAIST
Feb. 2019 ~ Aug. 2019
Intern at Kohyoung Technology R&D Center, Yongin
Jun. 2018 ~ Aug. 2018
Intern at SK Hynix, Cheongju