Researchers
Group 1: Battery State Management
Research Topics
Reinforcement learning-based energy management in electric vehicles
Lightweight machine learning/deep learning models for embedded systems
Members
Taewook Ahn
Saebin Shin
Group 2: Communication Systems and Networks
Research Topics
Research on deep learning-based modulation and channel coding
Traffic control and management for autonomous underwater vehicles
Applications of neural architecture search in communication systems
Members
Youngmin Jung
Hyunwoo Cho
Sangho Lee
Haneol Kim
Yulim Chun
Eunjae Cha
Yujung Yun
Yerin Byeon
Mingu Kim
Group 3: Computer Vision
Research Topics
Deep learning model optimization for edge & mobile devices
Computational imaging and perception (including low light image enhancement, super-resolution, and denoising)
Members
Prof. Xiaoyong Guo
Youngmin Jung