AISys Lab. ECE, Seoul National University
member portrait Changmin Shin MS/PhD Student
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I am a graduate student in the Dept. of Electrical and Computer Engineering (ECE) at Seoul National University. My research interests are computer architectures, such as processing-in-memory and domain specific accelerators. I’m also interested in all system- and architecture-related researches for AI

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1 indicates co-first authors.

SePArate: Segmenting Patterns from Defects in Wafer Manufacturing Using Weak Supervision
SePArate: Segmenting Patterns from Defects in Wafer Manufacturing Using Weak Supervision
Dain Kwon, Changmin Shin, Sunjong Park, Kanghyun Choi, Hyeyoon Lee, Jaewon Jang, Minseok Choi, Jinho Lee
Design Automation Conference (DAC)   ·   Jul 2026
Top Conf. AI/ML
A Cost-Effective Near-Storage Processing Solution for Offline Inference of Long-Context LLMs
A Cost-Effective Near-Storage Processing Solution for Offline Inference of Long-Context LLMs
Hongsun Jang, Jaeyong Song, Changmin Shin, Si Ung Noh, Jaewon Jung, Jisung Park, Jinho Lee
ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)   ·   Mar 2026
ArXiv
GitHub
Top Conf. Syst. SW Arch. AI/ML
LoCaLUT: Harnessing Capacity-Computation Tradeoffs for LUT-Based Inference in DRAM-PIM
LoCaLUT: Harnessing Capacity-Computation Tradeoffs for LUT-Based Inference in DRAM-PIM
Junguk Hong, Changmin Shin, Sukjin Kim, Si Ung Noh, Taehee Kwon, SeongYeon Park, Hanjun Kim, Youngsok Kim, Jinho Lee
International Symposium on High-Performance Computer Architecture (HPCA)   ·   Feb 2026
Top Conf. Arch. Syst. SW AI/ML
FlexiWalker: Extensible GPU Framework for Efficient Dynamic Random Walks with Runtime Adaptation
FlexiWalker: Extensible GPU Framework for Efficient Dynamic Random Walks with Runtime Adaptation
Seongyeon Park, Jaeyong Song, Changmin Shin, Sukjin Kim, Junguk Hong, Jinho Lee
European Conference on Computer Systems (EuroSys)   ·   Apr 2026
Top Conf. Syst. SW
FALA: Locality-Aware PIM-Host Cooperation for Graph Processing with Fine-Grained Column Access
FALA: Locality-Aware PIM-Host Cooperation for Graph Processing with Fine-Grained Column Access
Changmin Shin, Jaeyong Song, Seongmin Na, Jun Sung, Hongsun Jang, Jinho Lee
IEEE/ACM International Symposium on Microarchitecture (MICRO)   ·   Oct 2025
Slide
Top Conf. Arch.
Piccolo: Large-Scale Graph Processing with Fine-Grained In-Memory Scatter-Gather
Piccolo: Large-Scale Graph Processing with Fine-Grained In-Memory Scatter-Gather
Changmin Shin, Jaeyong Song, Hongsun Jang, Dogeun Kim, Jun Sung, Taehee Kwon, Jae Hyung Ju, Frank Liu, Yeonkyu Choi, Jinho Lee
International Symposium on High-Performance Computer Architecture (HPCA)   ·   Mar 2025
Slide
Top Conf. Arch.
A Case for In-Memory Random Scatter-Gather for Fast Graph Processing
A Case for In-Memory Random Scatter-Gather for Fast Graph Processing
Changmin Shin1, Taehee Kwon1, Jaeyong Song, Jae Hyung Ju, Frank Liu, Yeonkyu Choi, Jinho Lee
IEEE Computer Architecture Letters (CAL)   ·   Mar 2024
Slide
SCI Arch.

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