Publications
Publications
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International Journal
IEEE Transactions on Information Forensics and Security (SCIE), 2026
PAAS: A Policy-Adaptive Anonymity Scheme for Cross-Domain Virtual Asset Service Providers
AI in Education, Vol. 2(2), 2026
How Learners Interpret Emotion-Aware Feedback in AI-Supported Learning: Evidence from a Classroom Study
MDPI applied sciences (SCIE, IF 2.5), 2025.05.20
MLKD-Net: Lightweight Single Image Dehazing via Multi-Head Large Kernel Attention
IEEE Access (SCIE), Vol. 13, pp. 34613-34626, 2025
Toward Efficient Cancer Detection on Mobile Devices
MDPI Applied Sciences (SCIE, IF 2.5), Vol. 15(4), 2025
Cyber Environment Test Framework for Simulating Command and Control Attack Methods with Reinforcement Learning
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
MDPI Electronics (SCIE, IF 2.6), Vol. 13(14), 2024
Dynamic Cyberattack Simulation: Integrating Improved Deep Reinforcement Learning with the MITRE-ATT&CK Framework
MDPI Electronics (SCIE, IF 2.6), Vol. 13(3), 2024
Employing Deep Reinforcement Learning to Cyber-Attack Simulation for Enhancing Cybersecurity
Scientific Reports (SCIE), Vol. 14(1), 2024
Improving Counseling Effectiveness with Virtual Counselors through Nonverbal Compassion Involving Eye Contact, Facial Mimicry, and Head-Nodding
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 treatment 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 Learning 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
International Conference
Findings of the Association for Computational Linguistics: EACL 2026, pp. 1655-1677
TELLME: Test-Enhanced Learning for Language Model Enrichment
ACM CHI Conference on Human Factors in Computing Systems (Extended Abstracts), 2025
Augmented Educators and AI: Shaping the Future of Human-AI Collaboration in Learning
IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), pp. 1-3, 2024
EA-FCM: An Energy-Efficient 3D Path Planning Algorithm for Multiple UAVs
IEEE Big Comp 2025, 2024.12.07
PIE Text Encoder : Padding Is Enough to generate Image in diffusion based Text-to-Image Model
International Conference on Pattern Recognition (ICPR) 2021, 2021.01.01
A Self-Spatial Adaptive Weighting Based U-Net for Image Segmentation
British Machine Vision Conference (BMVC) 2020, 2020.09.02
Anti-Litter Surveillance based on Person Understanding via Multi-Task Learning
Domestic Journal
Journal of KIISE, 2025.04.
Diffusion Model의 Attention Map 기반 자동 마스킹을 이용한 객체 변환 기법
Review of KIISC, pp. 23-28, 2024
IMT-2030 지능화와 보안 표준화
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
Vision Intelligence Lab