Projects

National Institute of Meteorological Sciences (NIMS)
Alpha Weather: Development of Artificial Intelligence-based Precipitation Forecasting Technology
2021-2024
Agency for Defense Development
Center for Applied Research in Artificial Intelligence(CARAI)
2019-2026
ETRI
Research on Adaptive and Lightweight Edge-Collaborative Analysis Technology and Prototypes Development
2021-2024
KT
Efficient LLM Inference
2021-2024
ETRI
Multi-Agent Collaborative Learning
2022-2026
IITP
Development of Goal-Oriented Reinforcement Learning Techniques for Contact-Rich Robotic Manipulation of Everyday Objects
2022-2026
IITP
XVoice : Multi-Modal Voice Meta learning
2022-2026
National Institute of Environmental Research (NIER)
Short-Term Prediction of Particulate Matter via Artificial Intelligence
2023-2024
LG
Quantum Machine Learning
2023-2024

Past Projects

KEPCO
Development of XAI-based Technology for Smart Energy Platform
2017-2021
ETRI
Developing Model Compression Algorithm for Edge AI
2018-2019
Hankook Tire & Technology
AI Models for Predicting Properties of Tire Compounds
2019-2019
Hankook Tire & Technology
Inverse Design AI Models for Tire Recipes
2020-2020
ETRI
Developing an efficient automated hyperparameter search algorithm
2020-2020
SK Hynix
Efficient Representation Learning Algorithm for Unlabeled Data
2020-2021
Samsung DS
Designing DL-based Algorithms To Analyze Semiconductor Process Data
2020-2023
Hankook Tire & Technology
AI-Based Development of Reliable Prediction Models & Inverse Design for Tire Recipes
2021-2021
Institute for Security Convergence Research
Detection and Prediction Model for Infectious Disease
2021-2022
KT
Neural Architecture Search (NAS) for Detecting Communication Network Failure
2021-2022
Samsung Research
Fast Adaptive Prediction Model Based on Sparse Big Data
2021-2023