Seongtae Bang
Ph.D. Student

Research Interests

  • Computer Architecture

Education

  • 2019~, B.S.-M.S.–Ph.D. Integrated Course, Dept. of Electrical Engineering and Computer Science, DGIST
  • 2016~2020, Bachelor of Convergence engineering, School of Basic Science, DGIST

Publications

* Corresponding Author
CAL | SCI | AI System
ReplayOpt: Optimizer-State Replay to Resolve Critical-Path Bottlenecks in Offloaded Training

Seongtae Bang, Gyeongseo Park, Kyeonghyeon Ryu, and Daehoon Kim*.

IEEE Computer Architecture Letters (CAL), 2026

HPCA | TOP-Tier | GPU Next-Gen Memory System
ARIADNE: Adaptive UVM Management for Efficient GPU Memory Oversubscription

Hyunkyun Shin, Seongtae Bang, Hyungwon Park, and Daehoon Kim*.

IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2026

CAL | SCI | Architecture
pNet-gem5: Full-System Simulation with High-Performance Networking Enabled by Parallel Network Packet Processing

Jongmin Shin, Seongtae Bang, Gyeongseo Park, and Daehoon Kim*.

IEEE Computer Architecture Letters (CAL), 2025

CAL | SCI | GPU Next-Gen Memory System
SAFE: Sharing-aware Prefetching for Efficient GPU Memory Management with Unified Virtual Memory

Hyunkyun Shin, Seongtae Bang[co-first author], Hyungwon Park, and Daehoon Kim*.

IEEE Computer Architecture Letters (CAL), 2025