Seungyeon Lee

15 papers A* 2Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
A Deep Subgrouping Framework for Precision Drug Repurposing via Emulating Clinical Trials on Real-world Patient Data.
KDD (1)
Seungyeon Lee, Ruoqi Liu, Feixiong Cheng, Ping Zhang
2025 J jnl
Domain-Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging.
ACM Trans. Comput. Heal.
Seungyeon Lee, Thai-Hoang Pham, Zhao Cheng, Ping Zhang
2025 J jnl
SubgroupTE: Advancing Treatment Effect Estimation with Subgroup Identification.
ACM Trans. Intell. Syst. Technol.
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Lang Li, Ping Zhang
2025 J jnl
The Boundaries of Fair AI in Medical Image Prognosis: A Causal Perspective.
CoRR
Thai-Hoang Pham, Jiayuan Chen, Seungyeon Lee, Yuanlong Wang, Sayoko Moroi, Xueru Zhang, Ping Zhang
2024 J jnl
A Deep Subgrouping Framework for Precision Drug Repurposing via Emulating Clinical Trials on Real-world Patient Data.
CoRR
Seungyeon Lee, Ruoqi Liu, Feixiong Cheng, Ping Zhang
2024 J jnl
Analysis of tabular data based on graph neural network using supervised contrastive loss.
Neurocomputing
Seungyeon Lee, Minyoung Park, Younggeun Ahn, Gyeong Bok Jung, Dohyun Kim
2024 J jnl
Heterogeneous treatment effect estimation with subpopulation identification for personalized medicine in opioid use disorder.
CoRR
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Ping Zhang
2024 J jnl
SubgroupTE: Advancing Treatment Effect Estimation with Subgroup Identification.
CoRR
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Lang Li, Ping Zhang
2023 J jnl
Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging.
CoRR
Seungyeon Lee, Thai-Hoang Pham, Zhao Cheng, Ping Zhang
2023 A* conf
Heterogeneous Treatment Effect Estimation with Subpopulation Identification for Personalized Medicine in Opioid Use Disorder.
ICDM
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Ping Zhang
2023 J jnl
Stable clinical risk prediction against distribution shift in electronic health records.
Patterns
Seungyeon Lee, Changchang Yin, Ping Zhang
2022 A* conf
DREAM: Domain Invariant and Contrastive Representation for Sleep Dynamics.
ICDM
Seungyeon Lee, Thai-Hoang Pham, Ping Zhang
2022 J jnl
Deep learning based recommender system using cross convolutional filters.
Inf. Sci.
Seungyeon Lee, Dohyun Kim
2021 J jnl
Similarity based Deep Neural Networks.
Int. J. Fuzzy Log. Intell. Syst.
Seungyeon Lee, Eunji Jo, Sangheum Hwang, Gyeong Bok Jung, Dohyun Kim
2020 J jnl
Additive Ensemble Neural Networks.
IEEE Access
Minyoung Park, Seungyeon Lee, Sangheum Hwang, Dohyun Kim