Research Topics
- Federated and Collaborative AI
- Agentic AI and Multi-Agent Systems
- AI-Native Network Intelligence
- AI-RAN and 6G Networks
- Network Foundation Models
- AI-based Anomaly Detection
Active Research Grants
- Agentic AI 및 연합학습 기반 ADMET/PK 통합 예측 플랫폼 개발
- Title: Integrated ADMET/PK Prediction Platform Powered by Agentic AI and Federated Learning
- Korea Machine Learning Ledger Orchestration for Drug Discovery Project (K-Melloddy)
- Health & Welfare and Ministry of Science and ICT
- 2026.07.01 – 2028.02.28
- 로보틱스 환경에서의 ROS2 데이터 기반 실시간 이상 탐지 기법 연구
- Title: Research on Real-Time Anomaly Detection Methods Using ROS2 Data in Robotic Environments
- Kangwon National University
- 2026.04.01 – 2027.01.20
- 6G Open RAN의 공동 설계를 위한 xHaul 네트워크의 인공지능형 제어 기술 개발과 가상 시뮬레이션 기반 검증
- Title: Development of Intelligent Control Technologies in xHaul Networks for 6G Open RAN Co-Design and Virtual Simulation-Based Verification
- Sejong Science Fellowship
- National Research Foundation of Korea (NRF)
- 2025.03.01 – 2030.02.28
Completed Research Grants
- 적응적 데이터 근사 및 전송 전략 연구
- Title: Study on Adaptive Strategies for Data Approximation and Transmission
- Japan HOPE Meeting
- National Research Foundation of Korea (NRF)
- 2026.03
- 초다수 연결 엣지 컴퓨팅 환경에서 차원 축소 저복잡도 네트워크 코딩 기반 네트워크 구성 연구
- Title: Research on network configuration using dimensionality reduction based on low complexity network coding in massive connectivity edge computing
- Korean-Swiss Young Researchers’ Exchange Programme
- National Research Foundation of Korea (NRF)
- 2018.03.01 - 2019.02.28