Heewon Park
Orcid: 0000-0002-2773-8596
According to our database1,
Heewon Park authored at least 27 papers
between 2013 and 2026.
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Bibliography
2026
Fed-ADE: Adaptive Learning Rate for Federated Post-adaptation under Distribution Shift.
CoRR, March, 2026
Gene Network Enrichment Analysis and Its Application to Explore Enriched Immune Disease Pathways for Gene Network of Acute Myeloid Leukemia Cell Lines.
J. Comput. Biol., 2026
2025
Personalized Split Federated Learning With Early Exit: Pretraining and Online Learning Against Label Shifts.
IEEE Internet Things J., 2025
Gene behaviors-based network enrichment analysis and its application to reveal immune disease pathways enriched with COVID-19 severity-specific gene networks.
Bioinform., 2025
Powerful gene network enrichment analysis and its application to severe COVID-19 gene network.
Briefings Bioinform., 2025
CluVar: clustering of variants using autoencoder for inferring cancer subclones from single cell RNA sequencing data.
Briefings Bioinform., 2025
ASAP: Unsupervised Post-training with Label Distribution Shift Adaptive Learning Rate.
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025
2024
Network-Constrained Eigen-Single-Cell Profile Estimation for Uncovering Crucial Immunogene Regulatory Systems in Human Bone Marrow.
J. Comput. Biol., 2024
Unveiling Gene Regulatory Networks That Characterize Difference of Molecular Interplays Between Gastric Cancer Drug Sensitive and Resistance Cell Lines.
J. Comput. Biol., 2024
Visual Localization in Repetitive and Symmetric Indoor Parking Lots using 3D Key Text Graph.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024
2023
Gene Regulatory Network-Classifier: Gene Regulatory Network-Based Classifier and Its Applications to Gastric Cancer Drug (5-Fluorouracil) Marker Identification.
J. Comput. Biol., February, 2023
Proceedings of the IEEE/ACM International Conference on Automation of Software Test, 2023
2022
Uncovering Molecular Mechanisms of Drug Resistance via Network-Constrained Common Structure Identification.
J. Comput. Biol., 2022
PredictiveNetwork: predictive gene network estimation with application to gastric cancer drug response-predictive network analysis.
BMC Bioinform., 2022
2021
Sparse kernel subspace method for classifying and representing patterns from data with complex structure.
Commun. Stat. Simul. Comput., 2021
2020
Light-Field Camera for Fast Switching of Time-Sequential Two-Dimensional and Three-Dimensional Image Capturing at Video Rate.
IEEE Trans. Ind. Electron., 2020
2019
Development of a Simple Assay Method for Adenosine Deaminase via Enzymatic Formation of an Inosine-Tb<sup>3+</sup> Complex.
Sensors, 2019
J. Comput. Biol., 2019
2018
Adaptive NetworkProfiler for Identifying Cancer Characteristic-Specific Gene Regulatory Networks.
J. Comput. Biol., 2018
2017
A Novel Adaptive Penalized Logistic Regression for Uncovering Biomarker Associated with Anti-Cancer Drug Sensitivity.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017
Interaction-Based Feature Selection for Uncovering Cancer Driver Genes Through Copy Number-Driven Expression Level.
J. Comput. Biol., 2017
A web-based service deployment method to edge devices in smart factory exploiting Docker.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2017
2016
A 3D Optical Surface Profilometer Using a Dual-Frequency Liquid Crystal-Based Dynamic Fringe Pattern Generator.
Sensors, 2016
Robust Coordinate Descent Algorithm Robust Solution Path for High-dimensional Sparse Regression Modeling.
Commun. Stat. Simul. Comput., 2016
2015
J. Comput. Biol., 2015
2013