pUBLIcaTIONS

International Journal 

  - MDPI applied sciences (SCIE, IF 2.5), 2025.05.20
    MLKD-Net: Lightweight Single Image Dehazing via Multi-Head Large Kernel Attention

  - MDPI Electronics (SCIE, IF 2.6), 2025.01.07
    Deep Fashion Designer: Generative Adversarial Networks for Fashion Item Generation based on Multiple Categories of Fashion Items

  - Sensors (SCIE, IF 3.847), 2023.03.10
    Applying Reinforcement Learning for Enhanced Cybersecurity against Adversarial Simulation

  - Knowledge-based Systems (SCIE, IF 8.139), 2022.11.28
    Effective data-driven precision medicine by cluster-applied deep reinforcement learning

  - Expert Systems with Applications (SCIE, IF 8.665), 2022.11.15
    Reinforcement learning-based expanded personalized diabetes treamtment recommendation using South Korean electronic health records

  - Journal of Personalized Medicine (SCIE, IF 4.945) , 2022.01.01

     Precision Medicine for Hypertension Patients with Type 2 Diabetes via Reinforcement Learning

  - Sensors (SCIE, IF 3.576) , 2021.12.01

     Measuring Patient Similarity on Multiple Diseases by Joint Learing via a Convolutional Neural Network

  - Pattern Recognition (SCIE, IF 7.74) , 2021.03.01
    Temporal Filtering Networks for Online Action Detection

  - Electronics (SCIE, IF 2.397), 2021.02.01
    Unsupervised Moving Object Detection Through Background Models for PTZ Camera

  - IEEE Transactions on Circuits and Systems for Video Technology (SCIE, IF 4.684), 2020.11.01    

    SRG: Snippet Relatedness-Based Temporal Action Proposal Generator

 - British Machine Vision Conference (BMVC) 2020, 2020.09.02

    Anti-Litter Surveillance base on Person Understanding via Multi-Task Learning

International Conference

 - IEEE Big Comp 2025, 2024.12.07

    A Self-Spatial Adaptive Weighting Based U-Net for Image Segmentation

 - International Conference on Pattern Recognition (ICPR) 2021, 2021.01.01

    A Self-Spatial Adaptive Weighting Based U-Net for Image Segmentation

Domestic Journal

  - Journal of KIISE, 2025.04.

    Diffusion Model의 Attention Map 기반 자동 마스킹을 이용한 객체 변환 기법 

  - Journal of The Korea Institute of Information Security & Cryptology 2024, 2024.01.21

    강화학습 기반 네트워크 취약점 분석을 위한 적대적 시뮬레이터 개발 연구

    A Study on the Development of Adversarial Simulator for Network Vulnerability Analysis Based on Reinforcement Learning

  - Journal of Korea Robotics Society 2024, 2024.01.16

    과수원 환경에서 자율주행로봇을 위한 경로 연속성 기반 GPS오정보 필터링 연구

    GPS Error Filtering using Continuity of Path for Autonomous Mobile Robot in Orchard Environment