I’m a third-year Ph.D. student at the Department of Computer Science and Engineering, The Ohio State University (OSU). I’m fortunately working with Prof. Ping Zhang in AIMed (Artificial Intelligence in Medicine) Lab. My research interests lie in data mining, machine learning and their application to trustworthy AI, computational medicine.
Heterogeneous Treatment Effect Estimation with Subpopulation Identification for Personalized Medicine in Opioid Use Disorder
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Ping Zhang
IEEE International Conference on Data Mining, ICDM 2023
[Paper]
Stable clinical risk prediction against distribution shift in electronic health records
Seungyeon Lee, Changchang Yin, Ping Zhang
Patterns, 2023
[Paper]
DREAM: Domain Invariant and Contrastive Representation for Sleep Dynamics
Seungyeon Lee, Thai-Hoang Pham, Ping Zhang
IEEE International Conference on Data Mining, ICDM 2022
[Paper]
Deep Learning based Recommender System using Cross Convolutional Filters
Seungyeon Lee, Dohyun Kim
Information Science, 2022
[Paper]
Analysis of Tabular Data based on Graph Neural Network using Supervised Contrastive Loss
Seungyeon Lee, Minyoung Park, Younggeun Ahn, Gyeong Bok Jung, Dohyun Kim
Neurocomputing, 2024
[Paper]
Additive Ensemble Neural Networks
Minyoung Park*, Seungyeon Lee*, Sangheum Hwang, Dohyun Kim (*equal contributions)
IEEE Access, 2020
[Paper]
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