About
SangLyul ChoBill Cho
Seoul, South Korea
B.S. Student in CSE and Math
Seoul National University
Mar 2022 - Present
TBD
High School Diploma
Seoul Science High School
Mar 2019 - Feb 2022
TBD
My primary interest lies in machine learning (ML) and the acceleration of large-scale deep learning (DL) models. I have a diverse background in ML, systems, competitive programming, and web development. Having observed the escalating growth and complexity of DL models, I've developed an interest in tackling the challenges of efficient training and serving these models. To deepen my understanding and explore these interests further, I am double majoring in math.
Publications
Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
Yeonhong Park, Jake Hyun, SangLyul Cho, Bonggeun Sim, Jae W. Lee
The 41st International Conference on Machine Learning (ICML), 2024
Oral Presentation (144/9473=1.5%)
VGA: Hardware Accelerator for Scalable Long Sequence Model Inference
SeungYul Lee, Jihoon Hong, Hyunseung Lee, SangLyul Cho, Jae W. Lee
The 57th IEEE/ACM International Symposium on Microarchitecture (MICRO), 2024
Work Experience
Undergraduate Research Intern (Advisor: Prof. Jae W. Lee)
- Published two papers under the supervision of Prof. Jae W. Lee.
Samsung Electronics
07/2022 - 08/2022
Summer Software Intern, SW Development Team in Memory Business
- Improved performance of SSD(Solid State Drive) using machine learning.
Honors and Awards
Semiconductor Track Scholarship
4000+ USD
Presidential Science Scholarship
30000+ USD
ICPC Asia Seoul Regional 2023
Fifth Award, 12th place
Korea Olympiad in Informatics 2021
Silver Prize, 8th place
Languages
- Korean [Native]
- English [Advanced (TOEFL xxx)]