Zilverling

I. Kong (Insung)

Researcher
EEMCS-AM-MOR
Zilverling 2122
insung.kong@utwente.nl
+31534895150
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on campus
work from home
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Expertise

  • Computer Science

    • Adversarial Robustness
    • Adversarial Machine Learning

  • Mathematics

    • Bayesian
    • Neural Network
    • Fair Model
    • Probability Theory
    • Representation Learning
    • Vapnik-Chervonenkis Dimension

Organisations

Publications

2025

On the Universal Representation Property of Spiking Neural Networks (2025)[Working paper › Preprint]. ArXiv.org. Hundrieser, S., Tuchel, P., Kong, I. & Schmidt-Hieber, J.https://doi.org/10.48550/arXiv.2512.16872On the use of supervised anomaly detection algorithms for extremely imbalanced data (2025)Journal of the Korean Statistical Society (E-pub ahead of print/First online). Lee, K., Lee, J., Kong, I. & Kim, Y.https://doi.org/10.1007/s42952-025-00347-xLearning deep generative models based on binomial log-likelihood (2025)Neurocomputing, 651. Article 131009. Jeong, H., Kong, I. & Kim, Y.https://doi.org/10.1016/j.neucom.2025.131009Bayesian Neural Networks for Functional ANOVA model (2025)[Working paper › Preprint]. ArXiv.org. Park, S., Kim, C., Lee, J., Shin, Y., Kong, I. & Kim, Y.https://doi.org/10.48550/arXiv.2510.00545Bayesian Additive Regression Trees for functional ANOVA model (2025)[Working paper › Preprint]. ArXiv.org. Park, S., Kong, I. & Kim, Y.https://doi.org/10.48550/arXiv.2509.03317Fair Representation Learning for Continuous Sensitive Attributes using Expectation of Integral Probability Metrics (2025)IEEE transactions on pattern analysis and machine intelligence, 47(5), 1-12. Kong, I., Kim, K. & Kim, Y.https://doi.org/10.1109/TPAMI.2025.3538915On the expressivity of deep Heaviside networks (2025)[Working paper › Preprint]. ArXiv.org. Kong, I., Chen, J., Langer, S. & Schmidt-Hieber, J.https://doi.org/10.48550/arXiv.2505.00110ReLU integral probability metric and its applications (2025)[Working paper › Preprint]. ArXiv.org. Park, Y., Kim, K., Kong, I. & Kim, Y.https://doi.org/10.48550/arXiv.2504.18897Tensor Product Neural Networks for Functional ANOVA Model (2025)[Working paper › Preprint]. ArXiv.org. Park, S., Kong, I., Choi, Y., Park, C. & Kim, Y.https://doi.org/10.48550/arXiv.2502.15215Fairness Through Matching (2025)Transactions on Machine Learning Research (E-pub ahead of print/First online). Kim, K., Kong, I., Lee, J., Chae, M., Park, S. & Kim, Y.https://jmlr.org/tmlr/papers/

Research profiles

Courses academic year 2025/2026

Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.

Courses academic year 2024/2025

Address

University of Twente

Zilverling (building no. 11), room 2122
Hallenweg 19
7522 NH Enschede
Netherlands

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