Jaeyeon Jang

Emailjaeyeon.jangcatholic.ackr

h-index

Research activity per year

Education

2021 Ph.D., Yonsei University
2015 B.S., Yonsei University

Professional Experience

- (2021-2022) Postdoctoral Scholar, Northwestern University
- (2022-present) Professor of Department of Data Science, The Catholic University of Korea

Research Interests

- Industrial Data Analytics
- Artificial Intelligence for Sustainable Industries
- Healthcare
- Dentalcare

URL

https://sites.google.com/view/jaeyeonjang/%ED%99%88

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

SDG 7 Affordable and Clean Energy
SDG 16 Peace, Justice and Strong Institutions

Fingerprint

Dive into the research topics where Jaeyeon Jang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

1 Similar Profiles

Adaptive teaching with shared classifier for knowledge distillation
Jang, J., Kim, Y. I. & Lee, H., 28 Nov 2025, In: Neurocomputing. 655, 131343.
Research output: Contribution to journal › Article › peer-review
Advanced virtual metrology using distribution alignment loss for practical quality control
Ji, Y. G., Kim, I. H., Shin, M., Lee, G. T. & Jang, J., 2025, In: International Journal of Production Research. 63, 23, p. 9051-9069 19 p.
Research output: Contribution to journal › Article › peer-review
1 Scopus citations
A Lightweight Two-Step Detection Method for Real-Time Small UAV Detection
Jung, S., Jang, J. & Kim, C. O., 2025, In: IEEE Access. 13, p. 128771-128788 18 p.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations
Credit scoring using multi-task Siamese neural network for improving prediction performance and stability
Kwon, S., Jang, J. & Kim, C. O., 1 Jan 2025, In: Expert Systems with Applications. 259, 125327.
Research output: Contribution to journal › Article › peer-review
15 Scopus citations
Learning multiple coordinated agents under directed acyclic graph constraints
Jang, J., Klabjan, D., Liu, H., Patel, N. S., Li, X., Ananthanarayanan, B., Dauod, H. & Juang, T. H., 15 Jul 2025, In: Expert Systems with Applications. 283, 127744.
Research output: Contribution to journal › Article › peer-review

Findings from Catholic University of Korea in the Area of Unmanned Aerial Vehicle Reported (Real-time Path Planning of Controllable Uav By Subgoals Using Goal-conditioned Reinforcement Learning)
Jang, J.
17/10/23
1 item of Media coverage
Press/Media
Investigators at Catholic University of Korea Discuss Findings in Information Technology (A Deep Learning-based Conditional System Health Index Method To Reduce the Uncertainty of Remaining Useful Life Prediction)
Jang, J.
13/12/22
1 item of Media coverage
Press/Media

Jaeyeon Jang

Personal profile

Education

Professional Experience

Research Interests

URL

Expertise related to UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Adaptive teaching with shared classifier for knowledge distillation

Advanced virtual metrology using distribution alignment loss for practical quality control

A Lightweight Two-Step Detection Method for Real-Time Small UAV Detection

Credit scoring using multi-task Siamese neural network for improving prediction performance and stability

Learning multiple coordinated agents under directed acyclic graph constraints

Findings from Catholic University of Korea in the Area of Unmanned Aerial Vehicle Reported (Real-time Path Planning of Controllable Uav By Subgoals Using Goal-conditioned Reinforcement Learning)

Investigators at Catholic University of Korea Discuss Findings in Information Technology (A Deep Learning-based Conditional System Health Index Method To Reduce the Uncertainty of Remaining Useful Life Prediction)

Jaeyeon Jang

Personal profile

Education

Professional Experience

Research Interests

URL

Expertise related to UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Research output

Adaptive teaching with shared classifier for knowledge distillation

Advanced virtual metrology using distribution alignment loss for practical quality control

A Lightweight Two-Step Detection Method for Real-Time Small UAV Detection

Credit scoring using multi-task Siamese neural network for improving prediction performance and stability

Learning multiple coordinated agents under directed acyclic graph constraints

Press/Media

Findings from Catholic University of Korea in the Area of Unmanned Aerial Vehicle Reported (Real-time Path Planning of Controllable Uav By Subgoals Using Goal-conditioned Reinforcement Learning)

Investigators at Catholic University of Korea Discuss Findings in Information Technology (A Deep Learning-based Conditional System Health Index Method To Reduce the Uncertainty of Remaining Useful Life Prediction)