BIOGRAPHY

JunHo Yoon received the B.S., M.S. degree in computer engineering from Gachon University, in 2022, 2023. He is currently pursuing a Ph.D. in computer engineering from Gachon University. His research interest includes Multi-modal Artificial Intelligence.

EDUCATION

• Ph.D. in Computer Engineering, Gachon University, Sep. 2023 ~
• M.S. in Computer Engineering, Gachon University, Mar. 2022 ~ Aug. 2023
  Thesis: A Research on Multi-modal Learning for Efficient DeepFake Detection
• B.S. in Computer Engineering, Gachon University, Mar. 2016 ~ Feb. 2022

EXPERIENCE

• Lecturer - Department of AI, Catholic University
  Sep. 2023 ~ Aug. 2024
• SCI(E) Journal Reviewer - Scientific Reports, IEEE Access, Expert Systems

PROJECT

• [PI] Research on Multimodal Interaction for Explainable Disinformation Detection
  MOE | NRF, Sep. 2024 ~ Aug. 2026
  Basic Science Research Program through the National Research Foundation of Korea(NRF) funded by the Ministry of Education

SCI(E) PUBLICATION

Submit or Revision

• [5] Ziyang Gong, JunHo Yoon, Chang Choi, "The Multi-Channel Feature Fusion Model for Epilepsy Prediction Based on Attention Mechanism", TBD, [Submit]
  Co-Author

Accept or Online Publish

2024

• [4] MyeongHoe Lee, JunHo Yoon, Chang Choi, "Adversarial attack vulnerability for multi-biometric authentication system", Expert Systems, Oct. 2024 [DOI]
  First Author, Q2, IF: 3.0 (Top 28.1%)
• [3] JunHo Yoon, Angel Panizo-LLedot, David Camacho, Chang Choi, "Triple-modality interaction for deepfake detection on zero-shot identity", Information Fusion, Sep. 2024 [DOI]
  First Author, Q1, IF: 14.8 (Top 1.0%)

2023

• [2] JunHo Yoon, Gyuho Choi, Chang Choi, "Multimedia analysis of robustly optimized multimodal transformer based on vision and language co-learning", Information Fusion, Dec. 2023 [DOI]
  First Author, Q1, IF: 14.8 (Top 1.0%)
• [1] JunHo Yoon, Chang Choi, "Real-Time Context-Aware Recommendation System for Tourism", Sensors, Apr. 2023 [DOI]
  First Author, Q2, IF: 3.4 (Top 30.9%)

CONFERENCE

Top Conference

• [2] JunHo Yoon, Kiho Lim, Chang Choi, "Robustly Optimized Multimedia Local and Global Context Analysis at Multi-modal Balance", ACM Symposium on Applied Computing (ACM SAC), Mar. 2025 [Accept]
• [1] JunHo Yoon, Christian Esposito, Chang Choi, "Quad-Biometrics for Few-shot User Identification", ACM Symposium on Applied Computing (ACM SAC), Apr. 2024 [DOI]

International Conference

• [7] JunHo Yoon, NamGyu Jung, Chang Choi, "Vision-Audio based Deepfake Detection according to Multi-modal Learning", ACM Research in Adaptive and Convergent Systems (ACM RACS), Nov. 2024
• [6] NamGyu Jung, JunHo Yoon, SaeBom Lee, YuRi Lim, Chang Choi, "Necessity of Causal Insights in Dynamic Scene Graphs for Metaverse Game", Electronics, Electrical Engineering, Computer Science (EEECS), Jun. 2024
• [5] JunHo Yoon, Sokjoon Lee, Chang Choi, "Few-shot and Multi-biometrics for Management Identification in Energy Industry", International Conference on Mobile Internet Security (MobiSec), Dec. 2023
• [4] SaeBom Lee, JunHo Yoon, Chang Choi, "Vulnerability analysis of neural networks for signal classification in energy environments", International Conference on Smart Media and Applications (SMA), Dec. 2023
• [3] NamGyu Jung, JunHo Yoon, SaeBom Lee, Pankoo Kim, Kiho Lim, Chang Choi, "News Category Classification via Multimodal Fusion Method", ACM Research in Adaptive and Convergent Systems (ACM RACS), Aug. 2023
• [2] JunHo Yoon, Jin-A Choi, Kiho Lim, Chang Choi, "Classification of Tourist Activity Pattern Using Electric Vehicle Driving Data", International Conference on Next Generation Computing (ICNGC), Nov. 2021
• [1] NamGyu Jung, JunHo Yoon, Kazadi Vially Mutombo, Seungyeon Lee, Jusuk Lee, Chang Choi, "Efficient data processing method for edge intelligence based on SVM", ACM Intelligent Computing and its Emerging Applications (ACM ICEA), Dec. 2020

AWARD AND HONOR

• STUDENT AWARD, ACM RACS 2024
• EXCELLENT POSTER AWARD, ICNGC 2021

PATENT

Registration

Application

• 10-2024-0118292, SYSTEM AND METHOD FOR DETECTING ZERO-IDENTITY DISINFORMATION USING MULTI-MODAL INTERACTION IN VIDEO
• 10-2023-0135547, SYSTEM AND METHOD FOR ANALYZING MULTIMEDIA THROUGH CO-LEARNING OF VISION AND LANGUAGE INFORMATION

LECTURE

• Object-Oriented Programming, 2024-01
• Web Programming, 2023-02

CONTACT

• E-mail: junho6257@gachon.ac.kr, jhyoon6257@gmail.com
• ORCID: 0000-0003-4899-3497
• Google Scholar: scholar.google.com
• Lab: IIP Lab, Gachon University