Junseok Kwon
Scholar

Junseok Kwon

Google Scholar ID: lwsaTnEAAAAJ
Chung-Ang University
Computer VisionMachine Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,540
 
H-index
18
 
i10-index
31
 
Publications
20
 
Co-authors
38
list available
Contact
GitHubOpen ↗
Publications
3 items
Lightweight Wasserstein Audio-Visual Model for Unified Speech Enhancement and Separation
2025
Cited
0
ABM-LoRA: Activation Boundary Matching for Fast Convergence in Low-Rank Adaptation
2025
Cited
0
Real-Aware Residual Model Merging for Deepfake Detection
2025
Cited
0
Resume (English only)
Academic Achievements
  • Supervised student teams to win the Excellent Paper Award at AVSS 2025; his team has published several papers in important international conferences like AAAI 2026, MICCAI 2025, etc.
Research Experience
  • Serves as an Area Chair for multiple top conferences such as CVPR 2026, AAAI 2026, WACV 2026, ICCV 2025; leads a research group that has published papers at various international conferences including AAAI 2026, ICDM 2025, etc.
Background
  • Research interests include machine learning (such as confidence calibration, adversarial attacks), computer vision (like 3D talking head synthesis), and speech processing.
Co-authors
38 total
Kyoung Mu Lee
Kyoung Mu Lee
Professor, Department of Electrical and Computer Engineering, Seoul National University
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Luc Van Gool
Luc Van Gool
professor computer vision INSAIT Sofia University, em. KU Leuven, em. ETHZ, Toyota Lab TRACE
Co-author 8
Co-author 8