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학술지 논문

  • (2026)  Hierarchical geometric-spectral mamba architecture for identification in conveyance components wear.  EXPERT SYSTEMS WITH APPLICATIONS.  314,  5
  • (2025)  Adversarial and generative AI-based anti-forensics in audio-visual deepfake detection: A comprehensive review and analysis.  INFORMATION FUSION.  132,  08
  • (2025)  A practical multi-layered framework for post-quantum secure machine learning.  ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE.  163,  4
  • (2025)  NeuroShield-IoE: A Cognitive, Quantum-Resilient, and Self-Evolving Cybersecurity Framework for the Internet of Energy.  IEEE NETWORK. 
  • (2025)  Efficient bridge damage detection using a lightweight attention-based modeling framework.  COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING.  40,  27
  • (2025)  IBN-Driven Rip Current Analysis Using UAVs for Next-Generation Coastal Surveillance.  IEEE INTERNET OF THINGS JOURNAL. 
  • (2025)  DSFNet: Dual-fusion network with secondary clustering and feature integration for unsupervised person re-identification.  INFORMATION FUSION.  127,  Part A
  • (2025)  DiaBD: A novel benchmark dataset for diabetes prediction.  ALEXANDRIA ENGINEERING JOURNAL.  2025, 
  • (2025)  HPRNet: Human Parsing Reconstruction with Non-Local Multi-Scale Perception Network for Cloth-Changing Person Re-Identification.  IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. 
  • (2025)  CABAD: A video dataset for benchmarking child aggression recognition.  ALEXANDRIA ENGINEERING JOURNAL.  127,  1
  • (2025)  PROXIMAL POLICY OPTIMIZATION FOR COLLISION AVOIDANCE AND MOTION PLANNING IN AUTONOMOUS VEHICLES: A MATHEMATICAL MODELING PERSPECTIVE.  FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY. 
  • (2025)  Generative AI-Enhanced Neuro-Symbolic Quantum Architectures for Secure Communications and Networking.  IEEE NETWORK. 
  • (2025)  SEDNet: Synergistic Learning Network with Embedded Encoder and Dense Atrous Convolution for Vehicle Re-identification.  ALEXANDRIA ENGINEERING JOURNAL.  128,  1
  • (2025)  IoT-Driven Facial Expression Recognition for Personalized Healthcare in Industry 5.0.  IEEE INTERNET OF THINGS JOURNAL. 
  • (2025)  Adaptive Clustering and Weighted Regularization Contrastive Learning for Unsupervised Person Re-identification.  IEEE TRANSACTIONS ON MULTIMEDIA. 
  • (2025)  A Multi-Modal Assessment Framework for Comparison of Specialized Deep Learning and General-Purpose Large Language Models.  IEEE TRANSACTIONS ON BIG DATA. 
  • (2025)  Virtual Network Embedding: Literature Assessment, Recent Advancements, Opportunities, and Challenges.  IEEE COMMUNICATIONS SURVEYS AND TUTORIALS. 
  • (2025)  RFFR-Net: Robust feature fusion and reconstruction network for clothing-change person re-identification.  INFORMATION FUSION.  118,  6
  • (2025)  MEXFIC: A meta ensemble eXplainable approach for AI-synthesized fake image classification.  ALEXANDRIA ENGINEERING JOURNAL.  116,  3
  • (2024)  Optimized efficient attention-based network for facial expressions analysis in neurological health care.  Computers in Biology and Medicine.  179, 

단행본

  • (2025)  Cybersecurity for Healthcare Systems in the Internet of Medical Things Era.  Academic Press.  주저자

특허/프로그램

  • Method and system for controlling autonomous vehicles.  US19/265,255.  20251202.  미국
  • Adaptive speed control for line-following robots and method thereof.  US18/964,779.  20250429.  미국
  • Method for image dehazing of vehicular images.  555940US.  20250415.  미국
  • A Cloud Based Distributed Intelligent Colorimeter System for Predicting the Purity of Color of any Object.  202022103464.  20250301.  독일
  • Apparatus and method for single image dehazing considering haze type classification.  18/658673.  20250204.  미국
  • Scene segmentation apparatus using object detecting and set theory, and method there of (객체탐지 및 집합이론을 이용한 영상의 장면 분할 장치 및 방법).  10-2020-0019677.  20220804.  대한민국

학술회의논문

  • (2026)  MegaTempQA: A Million-Scale Temporal Question-Answer Dataset for Reducing LLM Hallucinations.  The 51th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).  스페인
  • (2026)  VFace: A Training-Free Approach for Diffusion-Based Video Face Swapping.  IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).  미국
  • (2026)  SpikeRain: Towards Energy-Efficient Single Image Deraining with Spiking Neural Networks.  IEEE/CVF Winter Conference on Applications of Computer Vision.  미국
  • (2025)  Robust and Label-Efficient Deep Waste Detection.  The 36th British Machine Vision Conference.  영국
  • (2025)  IARD: Intruder Activity Recognition Dataset for Threat Detection.  ACM Conference on Information and Knowledge Management.  대한민국
  • (2025)  Towards Hazardous Activity Recognition for A Novel Real-World Dataset.  ACM Multimedia Conference.  아일랜드
  • (2025)  SpecGuard: Spectral Projection-based Advanced Invisible Watermarking.  International Conference on Computer Vision.  미국
  • (2025)  ROAD-6: A Diverse Dataset for Unexpected Hazard Recognition in Autonomous Vehicles.  ACM International Conference on Multimedia Retrieval (Former ACM International Conference on Image and Video Retrieval).  미국
  • (2025)  A Convolutional Recurrent Mixer Network For Radar Meteorological Image Super-Resolution.  N.  인도
  • (2024)  LoLI-Street: Benchmarking Low-light Image Enhancement and Beyond.  Asian Conference on Computer Vision.  베트남
  • (2024)  Hybrid Transformer-CNN-Based Attention in Video Turbulence Mitigation (HATM).  IEEE International Conference on Pattern Recognition.  인도
  • (2024)  PDET: Progressive Diversity Expansion Transformer for Cross-Modality Visible-Infrared Person Re-identification.  IEEE International Conference on Pattern Recognition.  인도
  • (2024)  HazeSpace2M: A Dataset for Haze Aware Single Image Dehazing.  ACM Multimedia Conference.  오스트레일리아
  • (2024)  Cefdet: Cognitive Effectiveness Network Based on Fuzzy Inference for Action Detection.  ACM Multimedia Conference.  오스트레일리아
  • (2024)  GLAMOR: Graph-based LAnguage MOdel embedding for citation Recommendation.  ACM Conference on Recommender Systems.  이탈리아
  • (2024)  Dual Deep Learning Network for Abnormal Action Detection.  IEEE International Conference on Advanced Video and Signal-Based Surveillance.  캐나다
  • (2022)  Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks.  International Joint Conference on Neural Networks.  이탈리아

전시/발표회

  • (2025)  Keynote Speaker/Talk on "Intelligent Image Enhancement for Real World Applications in Adverse Atmospheric Conditions".  튀르키예,