Jihoon Chung

Jihoon Chung

Assistant professor at Hanyang University

Journal Publications

Published

  1. J. Chung, and H. Kim. “Crime risk maps: a multivariate spatial analysis of crime data,” Geographical analysis 51.4 (2019): 475-499.
    [Paper]
  2. J. Chung, B. Shen, A.C.C Law and Z.J. Kong. “Reinforcement Learning-based Defect Mitigation for Quality Assurance of Additive Manufacturing.” Journal of Manufacturing Systems 65 (2022): 822-835.
    [Paper]
    • Winner for IISE QCRE Division Best Student Paper Award
  3. J. Chung, B. Shen, and Z.J. Kong. “A Novel Sparse Bayesian Learning and Its Application to Fault Diagnosis for Multi-station Assembly Systems.” IISE Transactions 56.1 (2023): 84-97.
    [Paper]
  4. A.C.C Law, R. Wang, J. Chung, D. Garcia, E. Kucukdger, B.N Johnson, and Z.J. Kong. “Process Parameter Optimization for Reproducible Fabrication of 3D-printed Tissue Scaffold Porosity and Mechanical Properties.” Journal of Intelligent Manufacturing 35.4 (2023): 1825-1844.
    [Paper]
  5. J. Chung, B. Shen, and Z.J. Kong. “Anomaly Detection in Additive Manufacturing Processes using Supervised Classification with Imbalanced Sensor Data based on Generative Adversarial Network.” Journal of Intelligent Manufacturing 35.5 (2023): 2387-2406.
    [Paper]
  6. R. Gnanasambandam, B. Shen, J. Chung, X. Yue, and Z.J. Kong. “Self-scalable Tanh (Stan): Accelerated Convergence and Better Generalization of Physics-Informed Neural Networks.” IEEE Transactions on Pattern Analysis and Machine Intelligence 45.12 (2023): 15588-15603
    [Paper]
    • Winner for IISE QCRE/ProcessMiner Data Challenge Competition
    • Winner for Informs DMDA Workshop Poster Competition
  7. N.Jordan, J. Chung, Z.J. Kong, and C. Williams. “Ensuring Additive Manufacturing Quality And Cyber-Physical Security Via Side Channel Measurements And Transmissions.” Journal of Manufacturing Systems 73 (2024): 275-286.
    [Paper]
  8. J. Chung, J. Li, A. Saimon, P. Hong, and Z.J. Kong. “Predicting the Stereoselectivity of Chemical Transformations by the Composite Machine Learning Method.” Scientific Reports 14.1 (2024): 12131.
    [Paper]
  9. J. Chung, J. Zhang, Y. Liu, A. Saimon, B.N Johnson, and Z.J. Kong. “Imbalanced Spectral Data Analysis using Data Augmentation based on the Generative Adversarial Network.” Scientific Reports 14.1 (2024): 13230.
    [Paper]
  10. J. Chung, and Z.J. Kong. “A Sparse Bayesian Learning for Diagnosis of Nonstationary and Spatially Correlated Faults with Application to Multi-Stage Assembly Systems.” IEEE Transactions on Automation Science and Engineering (2024): 20, 6716-6728.
    [Paper]
    • Finalist for IISE QCRE Division Best Track Paper Competition
  11. R. Zhang, M. Maftouni, J. Chung, B. Shen, R. Wang, and Z.J. Kong. “Automatic Melt Pool Segmentation and Tracking in the X-ray Image Sequence.” Accept at Journal of Intelligent Manufacturing (2025).
  12. H. Chung, J. Chung, and S. Bae. “Sensor Fusion Transformer for Interpretable Multi-sensor Anomaly Detection.” Accept at Engineering Applications of Artificial Intelligence (2025).
  13. C. Dou, J. Chung, R. Gnanasambandam, and Z.J. Kong. “Reinforced Scan: A Reinforcement Learning Enabled Scanning Strategy in PBF Additive Manufacturing.” Accept at Journal of Advanced Manufacturing Technology (2025).