Publications at Glance
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*: co-first author
Li, Y., Tong, D., Jeon, Y., Lee, BS., Park, J., Kondragunta, S., Zhang, X., Siripun, N., Song, S., Mehta, C., and Chen, J. (2025) Using AOD and UVAI to Reduce the Uncertainties in Wildfire Emission and Air Quality Forecast. Journal of Geophysical Research - Atmospheres.
Jeon, Y., Park, J., Jin, I. H., and Chung, D. (2024) Network-based Topic Structure Visualization. Journal of Applied Statistics, 1-5.
Jeon, Y., Chang, W., Jeong, S., Han, S., and Park, J. (2024) A Bayesian Convolutional Neural Network-based Generalized Linear Model. Biometrics, 80(2).
Jeon, Y.*, Kim, J. J.*, Yu, S., Choi, J., and Han, S. (2024) A Fusion Analytic Framework for Investigating Functional Brain Connectivity Differences in resting-state fMRI . Frontiers in Neuroscience .
Jeon, H.*, Xie, J.*, Jeon, Y.*, Jung, K.J., Gupta, A., Chang, W., and Chung, D. (2023) Statistical Power Analysis for Designing Bulk, Single Cell, and Spatial Genomic Experiments: Review, Tutorial, and Perspectives. Biomolecules, 13(2), 221.
Park, J., Jeon, Y., Shin, M., Jeon, M., and Jin, I. H. (2022) Bayesian Shrinkage for Functional Network Models, With Applications to Longitudinal Item Response Data. Journal of Computational and Graphical Statistics, 31(2), 360-377.
Choi, J., Ko, I., Kim, J., Jeon, Y. and Han, S. (2021) Machine Learning Framework for Multi-Level Classification of Company Revenue. IEEE Access.
Jeon, Y. and Kim, J. J. (2020) Identification of Sentiment Keywords Association-based Hotel Network of Hotel Review Using Mapper Method in Topological Data Analysis. The Korean Journal of Applied Statistics, 33(1), 75-86.
Jeon, Y., Jang E., and Jang, H. (2019) Sentiment Scores of Sentiment Keywords: Analysis of Hotel Review Data. International Conference Big Data Analytics, Data Mining and Computational Intelligence, 233-235.
Xie, J., Jeon, H., Chang, W., Jeon, Y., Li, Z., Ma, Q., and Chung, D. (2025+) spaDesign: A Statistical Framework to Improve the Design of Sequencing-based Spatial Transcriptomics Experiments. Submitted
Jeon, Y., Sheffler, A., and Guhaniyogi, R. (2025+) Deep Generative Modeling with Spatial. Submitted
Jeon, Y., Guhaniyogi, R., Sheffler, A., Francom, D., and Guhaniyogi, R. (2025+) DeepSurrogate: Artificial Intelligent Systems for Efficient Modeling of Functional Surrogates. Submitted
Lei, B., Jeon, Y., Guhaniyogi, R., Sheffler, A., Mallick, B., and ADNI (2025+) Integrative Variational Autoencoders for Generative Modeling of an Image Outcome with Multiple Input Images. Submitted