Development of Transformer Acceleration Solution Including Quantization and Scheduling Techniques for LLM
(초거대 언어모델을 위한 양자화 기술 및 스케줄링 기법을 포함하는 Transformer 가속 솔루션 개발)
Funded by Ministry of Trade, Industry and Energy
(민관공동투자 반도체고급인력양성); Co–PI
2024.04 - 2026.12
Optimal Transport for Diffusion Models
(Diffusion Model에서의 optimal transport)
Funded by KRAFTON
(KRAFTON 산학과제); Primary-PI
2022.10 - 2024.09
Development of High-performance, high-reliability DNA Memory Software and Hardware
(고성능, 고신뢰도 DNA 분자메모리 소프트웨어와 하드웨어 구현)
Funded by National Research Foundation of Korea (NRF) grant (no. NRF-2022M3C1A3090863)
(STEAM 연구사업(미래유망융합기술파이오니어)); Co–PI
2022.06 - 2026.12
Development for Processing Software on AI Semiconductor Devices
(AI 반도체 프로세싱 SW 핵심기술 및 인력양성)
Funded by Institute for Information & Communication Technology Planning & Evaluation (IITP)
(대학ICT연구센터육성지원사업 (서울과기대 주관)); Co–PI
2022.07 - 2029.12
CIS Deep Learning Solution
(지능형 CIS향 Lightweight Deep Learning IP 개발)
Funded by SK hynix
(SK 하이닉스 산학과제); Primary-PI
2022.07 - 2023.06
Information Theoretic Compression for Overparameterized Deep Neural Network
(과잉 파라미터화 된 심층 신경망의 정보이론적 압축 연구)
Funded by the National Research Foundation of Korea (NRF) grant (No. NRF-2021R1F1A105956711)
(한국연구재단 기본연구); Primary-PI
2021.06 - 2024.02
CIS QxQ Remosaic Deep Learning Solution
Funded by SK hynix
(SK 하이닉스 산학과제); Primary-PI
2021.07 - 2022.06
MPEG-G Based Sequencing Data Compression
(MPEG-G 기반 유전체 데이터 압축 알고리즘 개발)
Funded by the Korean Institute of Science and Technology Information (KISTI)
(한국과학기술정보연구원 위탁연구); Primary-PI
2021.01 - 2021.12
Next Generation Terahertz Communication and Semiconductor
(차세대 테라헤르츠 통신-반도체 인력양성팀)
Funded by the National Research Foundation of Korea (NRF) grant
(BK21 지원사업); Co-PI
2020.09 - 2027.08
Large-Scale Korean DNA sequencing data compression
(대용량 한국인 유전체 데이터 압축 알고리즘 개발 연구)
Funded by the Korean Institute of Science and Technology Information (KISTI)
(한국과학기술정보연구원 위탁연구); Primary-PI
2020.02 - 2020.09
Error Control Coding for DNA storage
(DNA 저장매체에 적합한 오류제어부호 연구)
Funded by Samsung Research Funding & Incubation Center for Future Technology
(삼성미래기술육성센터); Co-PI
2018.12 - 2022.11
Information Theoretic Approaches on DNA sequencing data compression
(정보이론을 이용한 차세대 DNA 시퀀싱 및 유전체데이터의 압축 연구)
Funded by the National Research Foundation of Korea (NRF) grant (No. NRF-2017R1C1B5019298)
(한국연구재단 생애 첫 연구); Primary-PI
2017.03 - 2020.02
Logarithmic Loss in Lossy Compression
(손실압축에서의 로그 함수의 특성)
Funded by Hongik University new faculty research support fund
(신임교수연구지원비); Primary-PI
2017.03 - 2018.02