AI-ISL

Projects

Funding Sources

Explore current lab efforts translating research into real systems and software experiments.

Current projects

  • Detecting and Mitigating Memorization in Diffusion Models for Privacy Protection
    Funded by the National Research Foundation of Korea (NRF) grant (No. RS-2025-23525649)
    Primary PI • 2025.09–2028.08
  • AI Research Hub Project
    Funded by Institute for Information & Communication Technology Planning & Evaluation (IITP)
    Co-PI • 2024.07–2028.12
  • DNA Computing Systems and Algorithms for Large-Scale Artificial Neural Networks
    Funded by the National Research Foundation of Korea (NRF)
    Co-PI • 2024.09–2026.12
  • Development of Transformer Acceleration Solution Including Quantization and Scheduling Techniques for LLM
    Funded by the Ministry of Trade, Industry and Energy
    Co-PI • 2024.04–2026.12
  • Development of High-performance, high-reliability DNA Memory Software and Hardware
    Funded by NRF grant (No. NRF-2022M3C1A3090863)
    Co-PI • 2022.06–2026.12
  • Development for Processing Software on AI Semiconductor Devices
    Funded by IITP
    Co-PI • 2022.07–2029.12

Past projects

  • Optimal Transport for Diffusion Models
    Funded by KRAFTON
    Primary PI • 2022.10–2024.09
  • CIS Deep Learning Solution
    Funded by SK hynix
    Primary PI • 2022.07–2023.06
  • Information Theoretic Compression for Overparameterized Deep Neural Network
    Funded by NRF grant (No. NRF-2021R1F1A105956711)
    Primary PI • 2021.06–2024.02
  • CIS QxQ Remosaic Deep Learning Solution
    Funded by SK hynix
    Primary PI • 2021.07–2022.06
  • MPEG-G Based Sequencing Data Compression
    Funded by KISTI
    Primary PI • 2021.01–2021.12
  • Large-Scale Korean DNA Sequencing Data Compression
    Funded by KISTI
    Primary PI • 2020.02–2020.09
  • Error Control Coding for DNA Storage
    Funded by Samsung Research Funding & Incubation Center for Future Technology
    Co-PI • 2018.12–2022.11
  • Information Theoretic Approaches on DNA Sequencing Data Compression
    Funded by NRF grant (No. NRF-2017R1C1B5019298)
    Primary PI • 2017.03–2020.02
  • Logarithmic Loss in Lossy Compression
    Funded by Hongik University new faculty research support fund
    Primary PI • 2017.03–2018.02