Soeun Choi

최소은

MS/PhD Integrated Student, Artificial Intelligence Convergence

2023 BS in Industrial Management Engineering, Kyonggi University


Publications:

  1. Accepted
    LoRA-PIM: In-Memory Delta-Weight Injection for Multi-Adapter LLM Serving
    Soeun Choi, and Jaehyeong Sim
    In 2025 22st International SoC Design Conference (ISOCC)
  2. SCIE
    SpDRAM: Efficient In-DRAM Acceleration of Sparse Matrix-Vector Multiplication
    Jieui Kang, Soeun Choi, Eunjin Lee, and Jaehyeong Sim
    IEEE Access, vol.12, pp.176009-176021, 2024
    DOI
  3. OCW: Enhancing Few-Shot Learning with Optimized Class-Weighting Methods
    Jieui Kang, Subean Lee, Eunseo Kim, Soeun Choi, and Jaehyeong Sim
    In 2024 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI)
    DOI
  4. An Energy-Efficient Hardware Accelerator for On-Device Inference of YOLOX
    Kyungmi Kim, Soeun Choi, Eunkyeol Hong, Yoonseo Jang, and Jaehyeong Sim
    In 2024 21st International SoC Design Conference (ISOCC)
    DOI
  5. SCIE
    Q-LAtte: An Efficient and Versatile LSTM Model for Quantized Attention-Based Time Series Forecasting in Building Energy Applications
    Jieui Kang ,  Jihye Park ,  Soeun Choi , and Jaehyeong Sim
    IEEE Access, vol.12, pp.69325-69341, 2024
    DOI