Journal Publications (∗: corresponding author, _: student advised by me)

1. Rahman, A., Sol, L., and Chung, S.∗ (2025+), "Fairness in Machine Learning-based Hand Load Estimation: A Case Study on Load Carriage Tasks", Applied Ergonomics (accepted)

2. Gao, J. and Chung, S.∗ (2026) “Federated Automatic Latent Variable Selection in Multi-output Gaussian Processes”, Pattern Recognition, 172 (Part A), 112410.

3. Chung, S., Park, C., Cha, H.∗, and Cheong, T.∗ (2025+) “An Optimization Model and Algorithm for Job Scheduling with Extra Resource Allocation in Shipbuilding”, International Journal of Production Research (Accepted)

4. Chung, S.∗ and Kontar, R. (2025) “Real-time adaptation for time-series signal prediction using label-aware neural processes,” Reliability Engineering & System Safety, 257, 110833.
   Quality Control & Reliability Engineering (QCRE) Best Track Paper finalist, 2024 IISE Annual Conference

5. Baek, Y., Bae, B., Yang, J., Cho, W., Sim, I., Yoo, G., Chung, S., Heo, J.∗, and Lee, K.∗ (2024) “Network of Artificial Olfactory Receptors for Spatiotemporal Monitoring of Toxic Gas” Science Advances, 10(42), eadr2659.

6. Chung, S. and Kontar, R.∗ (2024) “Federated Multi-output Gaussian Processes,” Technometrics, 66(1), 90-103.
   Quality, Statistics, and Reliability (QSR) Best Paper finalist, 2022 INFORMS Annual Meeting

7. Chung, S. and Kontar, R.∗ (2024) “Federated Condition Monitoring Signal Prediction with Improved Generalization,” IEEE Transactions on Reliability, 73(1), 438-350.

8. Chung, S., Kontar, R.∗, and Wu, Z. (2022) “Weakly-supervised Multi-output Regression via Correlated Gaussian Processes,” INFORMS Journal on Data Science, 1(2), 115-137.
   Quality Control & Reliability Engineering (QCRE) Best Student Paper finalist, 2021 IISE Annual Conference

9. Chung, S., Chou, C.-H., Fang, X., Kontar, R.∗, and Okwudire, C. (2022) “A Multi-stage Approach for Knowledge-guided Predictions with Application to Additive Manufacturing,” IEEE Transactions on Automation Science and Engineering, 19(3), 1675-1687.

10. Kontar, R.∗, Shi, N., Yue, X., Chung, S., Byon, E., Chowdhury, M., Jin, J., Kontar, W., Masoud, N., Noueihed, M., Okwudire, C. E., Raskutti, G., Saigal, R., Singh, K., and Ye, Z. (2021) “The Internet of Federated Things (IoFT)”, IEEE Access, 9, 156071.
    Featured Article of the Year, IEEE Access

11. Wang, J., Chung, S., AlShelahi, A., Kontar, R., Byon, E., and Saigal, R. (2021) “Look-ahead Decision Making for Renewable Energy: A Dynamic “Predict and Store” Approach”, Applied Energy, 296, 117068.

12. Chung, S. and Kontar, R.∗ (2021) “Functional Principal Component Analysis for Extrapolating Multi-stream Longitudinal Data,” IEEE Transactions on Reliability, 70(4), 1321.

13. Chung, S., Park, Y.-W.∗, and Cheong, T. (2020) “A Mathematical Programming Approach for Integrated Multiple Linear Regression Subset Selection and Validation,” Pattern Recognition, 108, 107565.

14. Lee, S., Kim, Y., Kahng, H., Lee, S.-K., Chung, S., Cheong, T., Shin, K., Park, J., and Kim, S. B.∗ (2020). “Intelligent Traffic Control for Autonomous Vehicle Systems based on Machine Learning,” Expert Systems with Applications, Vol. 144, 113074.

15. Lee, H., Chung, S., Cheong, T.∗, and Song, S. H. (2018) “Accounting for Fairness in a Two-stage Stochastic Programming Model for Kidney Exchange Programs,” International Journal of Environmental Research and Public Health, 15(7), 1491.

16. Yea, M., Chung, S., Cheong, T.∗, and Kim, D. (2018) “Sharing of Benefits from a Logistics Alliance Based on a Hub-Spoke Network: a Cooperative Game Theoretic Approach,” Sustainability, 10(6), 1855.

17. Yuh, J., Chung, S., and Cheong, T.∗ (2017) “Reformulation-linearization Technique Approach for Kidney Exchange Program IT Healthcare Platforms,” Applied Sciences, 7(8), 847.