CV

Soongyu Choi

soongyu1291@kaist.ac.kr
Daejeon, Seoul, , KR

Summary

Ph.D. student at KAIST

Education

  • Ph.D in Electrical and Electronic Engineering
    2030.02 (expected)
    Korea Advanced Institute of Science and Technology
  • M.S. in Electrical and Electronic Engineering
    2026.02 (expected)
    Korea Advanced Institute of Science and Technology
  • B.S. in Electrical and Electronic Engineering
    2024.02 (Including 2 years of Military Service)
    Yonsei University

Publications

  • LightNobel: Improving Sequence Length Limitation in Protein Structure Prediction Model via Adaptive Activation Quantization
    2025
    ISCA 2025
    Hardware/Software Co-designed Protein Structure Predictino Model Hardware Accelerator
  • Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization
    2025
    ISCA 2025
    Hardware/Software Co-designed KV Cache Quantization Engine
  • LPU: A Latency-Optimized and Highly Scalable Processor for Large Language Model Inference
    2024
    IEEE Micro 2024 (Best Paper Award)
    Hyperaccel's 1st generation LLM accelerator

Presentations

  • Talk 1 on Relevant Topic in Your Field
    2012
    UC San Francisco, Department of Testing
    San Francisco, CA, USA
  • Tutorial 1 on Relevant Topic in Your Field
    2013
    UC-Berkeley Institute for Testing Science
    Berkeley, CA, USA
  • Talk 2 on Relevant Topic in Your Field
    2014
    London School of Testing
    London, UK
  • Conference Proceeding talk 3 on Relevant Topic in Your Field
    2014
    Testing Institute of America 2014 Annual Conference
    Los Angeles, CA, USA

Teaching

  • Teaching experience 1
    2014
    University 1, Department
    Role: Undergraduate course
  • Teaching experience 2
    2015
    University 1, Department
    Role: Workshop

Portfolio

  • Portfolio item number 1
    Portfolio
    Short description of portfolio item number 1