AISys Lab. ECE, Seoul National University

Search for Sukjin Kim's papers on the Publications page

I am a graduate student in the Department of Electrical and Computer Engineering at Seoul National University. My research focuses on vector databases, with a particular interest in accelerating large-scale similarity search in multi-GPU environments and exploring Compute Express Link (CXL) technologies for high-performance data processing.


Publications

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
PathWeaver: A High-Throughput Multi-GPU System for Graph-Based Approximate Nearest Neighbor Search
PathWeaver: A High-Throughput Multi-GPU System for Graph-Based Approximate Nearest Neighbor Search
Sukjin Kim, Seongyeon Park, Si Ung Noh, Junguk Hong, Taehee Kwon, Hunseong Lim, Jinho Lee
USENIX Annual Technical Conference (USENIX ATC)   ·   Jul 2025