PROJECT
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[PI] Ph.D Student Research Grant Program: Research on Multimodal Interaction for Explainable Disinformation Detection
MOE | NRF, Sep. 2024 ~ Aug. 2026
SCI(E) PUBLICATION
Submit or Revision
Enhanced Attention-based Multi-Channel Feature Fusion Network for Accurate Epilepsy Prediction [SUBMIT]
[Co Author] Ziyang Gong, Taimoor Khan, JunHo Yoon, Xin Su, Chang Choi
Accept or Online Publish
2024
Adversarial attack vulnerability for multi-biometric authentication system [DOI]
[First Author] MyeongHoe Lee, JunHo Yoon, Chang Choi
Expert Systems, Q2, IF: 3.0 (Top 28.1%), Oct. 2024
Triple-modality interaction for deepfake detection on zero-shot identity [DOI]
[First Author] JunHo Yoon, Angel Panizo-LLedot, David Camacho, Chang Choi
Information Fusion, Q1, IF: 14.8 (Top 1.0%), Sep. 2024
2023
Multimedia analysis of robustly optimized multimodal transformer based on vision and language co-learning [DOI]
[First Author] JunHo Yoon, Gyuho Choi, Chang Choi
Information Fusion, Q1, IF: 14.8 (Top 1.0%), Dec. 2023
Real-Time Context-Aware Recommendation System for Tourism [DOI]
[First Author] JunHo Yoon, Chang Choi
Sensors, Q2, IF: 3.4 (Top 30.9%), Apr. 2023
TOP CONFERENCE
Robustly Optimized Multimedia Local and Global Context Analysis at Multi-modal Balance [ACCEPT]
[First Author] JunHo Yoon, Kiho Lim, Chang Choi
ACM Symposium on Applied Computing (ACM SAC), Mar. 2025
Quad-Biometrics for Few-shot User Identification [DOI]
[First Author] JunHo Yoon, Christian Esposito, Chang Choi
ACM Symposium on Applied Computing (ACM SAC), Apr. 2024
INTERNATIONAL CONFERENCE
Vision-Audio based Deepfake Detection according to Multi-modal Learning
JunHo Yoon, NamGyu Jung, Chang Choi
ACM Research in Applied Computation (ACM RACS), Nov. 2024
Necessity of Causal Insights in Dynamic Scene Graphs for Metaverse Game
NamGyu Jung, JunHo Yoon, SaeBom Lee, YuRi Lim, Chang Choi
Electronics, Electrical Engineering, Computer Science (EEECS), Jun. 2024
Few-shot and Multi-biometrics for Management Identification in Energy Industry
JunHo Yoon, Sokjoon Lee, Chang Choi
International Conference on Mobile Internet Security (MobiSec), Dec. 2023
Vulnerability analysis of neural networks for signal classification in energy environments
SaeBom Lee, JunHo Yoon, Chang Choi
International Conference on Smart Media and Applications (SMA), Dec. 2023
News Category Classification via Multimodal Fusion Method
NamGyu Jung, JunHo Yoon, SaeBom Lee, Pankoo Kim, Kiho Lim, Chang Choi
ACM Research in Applied Computation (ACM RACS), Aug. 2023
Classification of Tourist Activity Pattern Using Electric Vehicle Driving Data
JunHo Yoon, Jin-A Choi, Kiho Lim, Chang Choi
International Conference on Next Generation Computing (ICNGC), Nov. 2021
Efficient data processing method for edge intelligence based on SVM
NamGyu Jung, JunHo Yoon, Kazadi Vially Mutombo, Seungyeon Lee, Jusuk Lee, Chang Choi
ACM Intelligent Computing and its Emerging Applications (ACM ICEA), Dec. 2020
AWARD
- STUDENT AWARD, ACM RACS
- EXCELLENT POSTER AWARD, ICNGC
PATENT
- 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