[Research]

· Moogyeong Kim, Wonzoo Chung, “Phase Retrieval using Deep Dual Alternating Direction Method of Multipliers Network with Deep Sparse Prior Knowledge”, IEEE Transactions on Audio, Speech and Language Processing, Jan. 2025.
· Seyoung Kang, Hyuksoo Shin, Wonzoo Chung, “A novel geometric-based bistatic range grouping algorithm for multi-target localization in distributed · Jinhyo Shin, Wonzoo Chung, “Multiband Convolutional Riemannian Network with Band-wise Riemannian Triplet Loss for Motor Imagery Classification”, IEEE Journal of Biomedical and Health Informatics, Aug. 2024.
· Seokwon Lee, Wonzoo Chung, “Globally Conditioned Conditional FLOW (GCC-FLOW) for Sea Clutter Data Augmentation”, Applied Sciences, Aug. 2024.
· Jonghyun Ko, Wonzoo Chung, “Enhancement of few-shot image classification using eigenimages”, International Journal of Control, Automation and Systems, Dec. 2023.
· Jinhyo Shin, Wonzoo Chung, “Multi-band CNN with band-dependent kernels and amalgamated cross entropy loss for motor imagery classification”, IEEE journal of biomedical and health informatics, Jul. 2023.
· Taehan Kim, Wonzoo Chung, “Collaborative Social Metric Learning in Trust Network for Recommender Systems”, International Journal on Semantic Web and Information Systems (IJSWIS), Jan. 2023.
· Moogyeong Kim, Wonzoo Chung, “A cascade of preconditioned conjugate gradient networks for accelerated magnetic resonance imaging”, Computer Methods and Programs in Biomedicine, Oct. 2022.
· Seyoung Kang, Seonkyo Kim, Cheolsun Park, Wonzoo Chung, “Design method for a wideband non-uniformly spaced linear array using the modified reinforcement learning algorithm”, Sensors, Jul. 2022.
· Seyoung Kang, Taehyun Kim, Wonzoo Chung, “Multi-target localization based on unidentified multiple RSS/AOA measurements in wireless sensor networks”, Sensors, Jun. 2021.
· Seyoung Kang, TaeHyun Kim, WonZoo Chung, “Target localization with unknown transmit power and path-loss exponent using a Kalman filter in WSNs”, Sensors, Nov. 2020.
· Yongkoo Park, Wonzoo Chung, “Optimal channel selection using correlation coefficient for CSP based EEG classification”, IEEE Access, Jun. 2020.
· Yongkoo Park, Wonzoo Chung, “A novel EEG correlation coefficient feature extraction approach based on demixing EEG channel pairs for cognitive task classification”, IEEE Access, May. 2020.
· SeYoung Kang, TaeHyun Kim, WonZoo Chung, “Hybrid RSS/AOA localization using approximated weighted least square in wireless sensor networks”, Sensors, Feb. 2020.

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• Information and Communications Broadcasting Innovation Talent Training (R&D)

  • Participating Researcher, Artificial Intelligence Graduate School Support Project (Korea University), Institute of Information & Communications Technology Planning & Evaluation (IITP)

  • Participating Researcher, AI Innovation Hub R&D Project, Institute of Information & Communications Technology Planning & Evaluation (IITP)

• Software Computing Industry Original Technology Development (R&D, Informatization)

  • Principal Investigator, “Development of an Integrated Non-Invasive BCI-Based Cognitive Computing Software Platform for Controlling Real-Life Devices and AR/VR Interfaces with Thoughts,” Institute of Information & Communications Technology Planning & Evaluation (IITP)

  • Participating Researcher, “Development of BCI-Based Cognitive Computing Technology Using Deep Learning for Human Intention Recognition,” Institute of Information & Communications Technology Planning & Evaluation (IITP)

• Defense Science Research Institute (ADD) Projects

  • Principal Investigator, “Low-Observability Signal Detection Using Wideband Distributed 3D Beamforming Technology”

  • Principal Investigator, “Uniform Digital Synthetic Beam Generation Using Reinforcement Learning for Wideband Beamforming”

  • Participating Researcher, “Modeling of Electromagnetic Scattering Signals of Maritime Targets for Engagement-Level Analysis (Build-I) in Naval Environments”