Hyunmin Choi
E3-1, KAIST, Daejeon, South Korea
hmchoi@casys.kaist.ac.kr
About Me
I am Senior master student in School of Computing at KAIST.
Research Interests
- LLM Inference Serving System Acceleration & Optimization
- Distributed & Large Scale System
- LLM accelerators (especially NPU, PIM)
Education
2020.03 - 2024.08 : Undergraduate in School of Computing, KAIST
2024.09 - Present : Master program in School of Computing, KAIST
Experiences
- 2022.8 - 2024.8 : Undergraduate Student Intern, CASYS Lab (Prof. Jongse Park)
- 2024.2 - 2024.6 : KAIST Undergraduate Research Program (advisor : Prof. Jongse Park)
Publication
LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale
Jaehong Cho, Minsu Kim, Hyunmin Choi, Guseul Heo, Jongse Park
IISWC, 2024 Paper (Best Paper Award & Distinguished Artifact Award)
LLMServingSim: A Simulation Infrastructure for LLM Inference Serving Systems
Jaehong Cho, Minsu Kim, Hyunmin Choi, Jongse Park
ISCA Workshop on ML for Computer Architecture and Systems (MLArchSys), 2024 Paper
NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing
Guseul Heo, Sangyeop Lee, Jaehong Cho, Hyunmin Choi, Sanghyeon Lee, Hyungkyu Ham, Gwangsun Kim, Divya Mahajan, Jongse Park
ASPLOS, 2024 Paper