Welcome - Professor

Jungchan Cho, Ph.D., Associate Professor

School of Computing, Gachon University

Office: 429, AI Hall

Tel: +82-31-750-5328

E-mail: thinkai (at) gachon.ac.kr

Short Biography

He is currently an associate professor of the department of software at Gachon University, Seongnam, South Korea (2019 spring -). Before joining here, he worked at Samsung electronics (Suwon, S. Korea) from 2016 to 2019. In there, he participated in Bixby Vision and Intelligent Camera projects in which he developed algorithms to understand objects and scenes based on machine learning, deep learning, and computer vision for mobile devices. He received the B.S. degree in the School of Electrical and Electronics Engineering from Chung-Ang University, Seoul, Korea, in 2010 and the Ph.D. degree in the Department of Electrical and Computer Engineering from Seoul National University, Seoul, Korea, in 2016.

Research Interests

- Federated Learning and Its Optimization: Split Learning, Split Federated Learning, Generalized & Personalized Federated Learning, and Decentralized Learning
- Deep Learning: Human-Object Interaction, Human Pose Estimation, Multi-Task Learning, Lifelong Learning
- Vision-based Applications: Computer Vision, Mobile Vision, Robot Vision
- Statistical Machine Learning: Sparse and Low-Rank Modeling

Working experiences

- Associate professor, Schoof of Computing (AI-SW), Gachon University, 2024-Current
- Assistant professor, Schoof of Computing (AI-SW), Gachon University, 2019-2024
- Senior Software Engineer, Visual Software R&D, Mobile Communication Business, Samsung Electronics, 2016-2019
  - Interview: http://news.donga.com/3/all/20180911/91940572/1

Professional Activities

- Technical Program Committee Member / Reviewer
  - Neural Information Processing Systems, (NeurIPS)
  - AAAI Conference on Artificial Intelligence (AAAI)
    - the top 25% of Program Committee Members (2021).
  - International Conference on Machine Learning (ICML)
  - IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  - IEEE International Conference on Computer Vision (ICCV)
  - European Conference on Computer Vision (ECCV)
  - The International Conference on Learning Representations (ICLR)
  - IEEE Winter Conference on Applications of Computer Vision (WACV)
  - Asian Conference on Computer Vision (ACCV)
  - International Conference on Artificial Intelligence and Statistics (AISTATS)
  - Medical Image Computing and Computer-Assisted Intervention (MICCAI)
  - IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS)
  - IEEE International Conference on Robotics and Automation (ICRA)
  - IEEE Transactions on Robotics (TRO)
  - IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  - IEEE Robotics and Automation Letters (RA-L)
  - IEEE Access
  - Elsevier Neural Networks
  - Elsevier Computer Vision and Image Understanding (CVIU)
  - Elsevier Expert Systems with Applications (ESWA)
  - Elsevier Engineering Applications of Artificial Intelligence (EAAI)
  - Springer International Journal of Computer Vision (IJCV)
  - Springer Artificial Intelligence Review (AIR)
  - Springer Scientific Reports
  - Springer Multimedia Systems
- Invited Talks
  - Seoul National University, RLLAB, Dev. 2021.
  - Korea National Sport University, Sports Analysis Center, Aug. 2021.
  - Seoul National University, RLLAB, Dev. 2020.
  - Korean National Research Center for the Arts, Nov. 2019.
  - Korean National Research Center for the Arts, Mar. 2019.
  - VTouch, 2016.