Jieui Kang

강지의

PhD Student, Artificial Intelligence Convergence
Lab Student Representative

2023 MS in Computer Science, Ewha Womans University
2021 BS in Psychology, Ewha Womans University


Research Interest:

  • Deep learning algorithms
  • Hardware acceleration
  • Neural Processing Unit

Publications:

  1. 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
  2. AutoCaps-Zero: Searching for Hardware-Efficient Squash Function in Capsule Networks
    Jieui Kang, Sooyoung Kwon, Hyojin Kim, and Jaehyeong Sim
    In 2024 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI)
    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. AlphaAccelerator: An Automatic Neural FPGA Accelerator Design Framework Based on GNNs
    Jiho Lee, Jieui Kang, Eunjin Lee, Yejin Lee, 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
  6. Optimization of the Modified Gaussian Filter for Mobile GPU Usage in Game Workloads
    Jieui Kang, Jaehyeong Sim, and Hyokyung Bahn
    In 2023 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI)
    DOI