Taesung Park

189 papers A* 12Journal 115Unranked 58
YearRankTypeTitle / Venue / Authors
2026 J jnl
PromptRL: Prompt Matters in RL for Flow-Based Image Generation.
CoRR
Fu-Yun Wang, Han Zhang, Michaël Gharbi, Hongsheng Li, Taesung Park
2025 J jnl
Deep learning health space model for ordered responses.
BMC Medical Informatics Decis. Mak.
Chanhee Lee, Taesung Park
2025 J jnl
Expressive Image Generation and Editing with Rich Text.
Int. J. Comput. Vis.
Songwei Ge, Taesung Park, Jun-Yan Zhu, Jia-Bin Huang
2025 J jnl
Fractional derivative model in COVID-19 dynamics: application to symptom severity and hospital resource allocation in South Korea.
J. Appl. Math. Comput.
Faishal Farrel Herdicho, Sayooj Aby Jose, Anuwat Jirawattanapanit, Taesung Park
2025 J jnl
UniRL-Zero: Reinforcement Learning on Unified Models with Joint Language Model and Diffusion Model Experts.
CoRR
Fu-Yun Wang, Han Zhang, Michaël Gharbi, Hongsheng Li, Taesung Park
2025 A* conf
VideoGigaGAN: Towards Detail-rich Video Super-Resolution.
CVPR
Yiran Xu, Taesung Park, Richard Zhang, Yang Zhou, Eli Shechtman, Feng Liu, Jia-Bin Huang, Difan Liu
2024 — conf
Confidence Interval Estimation for Machine Learning Models in Forecasting Infectious Diseases.
BIBM
Taewan Goo, Kyulhee Han, Hanbyul Song, Jiwon Park, Zhe Liu, Jooha Oh, Sayooj Aby Jose, Taesung Park
2024 J jnl
Customizing Text-to-Image Diffusion with Camera Viewpoint Control.
CoRR
Nupur Kumari, Grace Su, Richard Zhang, Taesung Park, Eli Shechtman, Jun-Yan Zhu
2024 A* conf
Customizing Text-to-Image Diffusion with Object Viewpoint Control.
SIGGRAPH Asia
Nupur Kumari, Grace Su, Richard Zhang, Taesung Park, Eli Shechtman, Jun-Yan Zhu
2024 — conf
Distilling Diffusion Models Into Conditional GANs.
ECCV (28)
Minguk Kang, Richard Zhang, Connelly Barnes, Sylvain Paris, Suha Kwak, Jaesik Park, Eli Shechtman, Jun-Yan Zhu, Taesung Park
2024 J jnl
Distilling Diffusion Models into Conditional GANs.
CoRR
Minguk Kang, Richard Zhang, Connelly Barnes, Sylvain Paris, Suha Kwak, Jaesik Park, Eli Shechtman, Jun-Yan Zhu, Taesung Park
2024 — conf
Editable Image Elements for Controllable Synthesis.
ECCV (2)
Jiteng Mu, Michaël Gharbi, Richard Zhang, Eli Shechtman, Nuno Vasconcelos, Xiaolong Wang, Taesung Park
2024 J jnl
Editable Image Elements for Controllable Synthesis.
CoRR
Jiteng Mu, Michaël Gharbi, Richard Zhang, Eli Shechtman, Nuno Vasconcelos, Xiaolong Wang, Taesung Park
2024 — ed.
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024, Lisbon, Portugal, December 3-6, 2024
BIBM
Mario Cannataro, Huiru Jane Zheng, Lin Gao, Jianlin Cheng, João Luís de Miranda, Ester Zumpano, Xiaohua Hu, Young-Rae Cho, Taesung Park
2024 A* conf
Improved Distribution Matching Distillation for Fast Image Synthesis.
NeurIPS
Tianwei Yin, Michaël Gharbi, Taesung Park, Richard Zhang, Eli Shechtman, Frédo Durand, Bill Freeman
2024 J jnl
Improved Distribution Matching Distillation for Fast Image Synthesis.
CoRR
Tianwei Yin, Michaël Gharbi, Taesung Park, Richard Zhang, Eli Shechtman, Frédo Durand, William T. Freeman
2024 J jnl
Jump Cut Smoothing for Talking Heads.
CoRR
Xiaojuan Wang, Taesung Park, Yang Zhou, Eli Shechtman, Richard Zhang
2024 — conf
Lazy Diffusion Transformer for Interactive Image Editing.
ECCV (24)
Yotam Nitzan, Zongze Wu, Richard Zhang, Eli Shechtman, Daniel Cohen-Or, Taesung Park, Michaël Gharbi
2024 J jnl
Lazy Diffusion Transformer for Interactive Image Editing.
CoRR
Yotam Nitzan, Zongze Wu, Richard Zhang, Eli Shechtman, Daniel Cohen-Or, Taesung Park, Michaël Gharbi
2024 J jnl
Multi-Scale Semantic Segmentation with Modified MBConv Blocks.
CoRR
Xi Chen, Yang Cai, Yuan Wu, Bo Xiong, Taesung Park
2024 A* conf
One-Step Diffusion with Distribution Matching Distillation.
CVPR
Tianwei Yin, Michaël Gharbi, Richard Zhang, Eli Shechtman, Frédo Durand, William T. Freeman, Taesung Park
2024 J jnl
One-Step Image Translation with Text-to-Image Models.
CoRR
Gaurav Parmar, Taesung Park, Srinivasa Narasimhan, Jun-Yan Zhu
2024 — conf
Uncertainty Quantification and Statistical Inference for Biologically Informed Neural Networks.
BIBM
Taewan Goo, Chanhee Lee, Sangyeon Shin, Haeyoung Kim, Taesung Park
2024 J jnl
VideoGigaGAN: Towards Detail-rich Video Super-Resolution.
CoRR
Yiran Xu, Taesung Park, Richard Zhang, Yang Zhou, Eli Shechtman, Feng Liu, Jia-Bin Huang, Difan Liu
2023 A* conf
Domain Expansion of Image Generators.
CVPR
Yotam Nitzan, Michaël Gharbi, Richard Zhang, Taesung Park, Jun-Yan Zhu, Daniel Cohen-Or, Eli Shechtman
2023 J jnl
Domain Expansion of Image Generators.
CoRR
Yotam Nitzan, Michaël Gharbi, Richard Zhang, Taesung Park, Jun-Yan Zhu, Daniel Cohen-Or, Eli Shechtman
2023 A* conf
Expressive Text-to-Image Generation with Rich Text.
ICCV
Songwei Ge, Taesung Park, Jun-Yan Zhu, Jia-Bin Huang
2023 J jnl
Expressive Text-to-Image Generation with Rich Text.
CoRR
Songwei Ge, Taesung Park, Jun-Yan Zhu, Jia-Bin Huang
2023 J jnl
Holistic Evaluation of Text-To-Image Models.
CoRR
Tony Lee, Michihiro Yasunaga, Chenlin Meng, Yifan Mai, Joon Sung Park, Agrim Gupta, Yunzhi Zhang, Deepak Narayanan, Hannah Benita Teufel, Marco Bellagente, Minguk Kang, Taesung Park, Jure Leskovec, Jun-Yan Zhu, Li Fei-Fei, Jiajun Wu, Stefano Ermon, Percy Liang
2023 A* conf
Holistic Evaluation of Text-to-Image Models.
NeurIPS
Tony Lee, Michihiro Yasunaga, Chenlin Meng, Yifan Mai, Joon Sung Park, Agrim Gupta, Yunzhi Zhang, Deepak Narayanan, Hannah Teufel, Marco Bellagente, Minguk Kang, Taesung Park, Jure Leskovec, Jun-Yan Zhu, Fei-Fei Li, Jiajun Wu, Stefano Ermon, Percy Liang
2023 J jnl
One-step Diffusion with Distribution Matching Distillation.
CoRR
Tianwei Yin, Michaël Gharbi, Richard Zhang, Eli Shechtman, Frédo Durand, William T. Freeman, Taesung Park
2023 A* conf
Scaling up GANs for Text-to-Image Synthesis.
CVPR
Minguk Kang, Jun-Yan Zhu, Richard Zhang, Jaesik Park, Eli Shechtman, Sylvain Paris, Taesung Park
2023 J jnl
Scaling up GANs for Text-to-Image Synthesis.
CoRR
Minguk Kang, Jun-Yan Zhu, Richard Zhang, Jaesik Park, Eli Shechtman, Sylvain Paris, Taesung Park
2022 J jnl
ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions.
CoRR
Difan Liu, Sandesh Shetty, Tobias Hinz, Matthew Fisher, Richard Zhang, Taesung Park, Evangelos Kalogerakis
2022 J jnl
ASSET: autoregressive semantic scene editing with transformers at high resolutions.
ACM Trans. Graph.
Difan Liu, Sandesh Shetty, Tobias Hinz, Matthew Fisher, Richard Zhang, Taesung Park, Evangelos Kalogerakis
2022 — conf
BlobGAN: Spatially Disentangled Scene Representations.
ECCV (15)
Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros
2022 J jnl
BlobGAN: Spatially Disentangled Scene Representations.
CoRR
Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros
2022 J jnl
DeepHisCoM: deep learning pathway analysis using hierarchical structural component models.
Briefings Bioinform.
Chanwoo Park, Boram Kim, Taesung Park
2022 J jnl
Hierarchical Structured Component Analysis for Microbiome Data Using Taxonomy Assignments.
IEEE ACM Trans. Comput. Biol. Bioinform.
Sun Ah Kim, Nayeon Kang, Taesung Park
2022 J jnl
Kernel-based hierarchical structural component models for pathway analysis.
Bioinform.
Suhyun Hwangbo, Sungyoung Lee, Seungyeoun Lee, Heungsun Hwang, Inyoung Kim, Taesung Park
2022 J jnl
PATHOME-Drug: a subpathway-based polypharmacology drug-repositioning method.
Bioinform.
Seungyoon Nam, Sungyoung Lee, Sungjin Park, Jinhyuk Lee, Aron Park, Yon Hui Kim, Taesung Park
2021 J jnl
Analysis of COVID-19 genetic risk susceptibility using UK Biobank SNP genotype data.
Int. J. Data Min. Bioinform.
Taewan Goo, Kyulhee Han, Catherine Apio, Taesung Park
2021 — conf
Contrastive Feature Loss for Image Prediction.
ICCVW
Alex Andonian, Taesung Park, Bryan Russell, Phillip Isola, Jun-Yan Zhu, Richard Zhang
2021 J jnl
Contrastive Feature Loss for Image Prediction.
CoRR
Alex Andonian, Taesung Park, Bryan Russell, Phillip Isola, Jun-Yan Zhu, Richard Zhang
2021 J jnl
Evaluation of statistical methods for the analysis of crossover designs with repeated measurements.
Int. J. Data Min. Bioinform.
Md. Kamruzzaman, Yonggab Kim, Yeni Lim, Oran Kwon, Taesung Park
2021 — —
Machine Learning for Deep Image Manipulation.
Taesung Park
2021 J jnl
Spatial rank-based multifactor dimensionality reduction to detect gene-gene interactions for multivariate phenotypes.
BMC Bioinform.
Mira Park, Hoe-Bin Jeong, Jong-Hyun Lee, Taesung Park
2020 J jnl
A Customizable Dynamic Scenario Modeling and Data Generation Platform for Autonomous Driving.
CoRR
Jay Shenoy, Edward Kim, Xiangyu Yue, Taesung Park, Daniel J. Fremont, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia
2020 — conf
Contrastive Learning for Unpaired Image-to-Image Translation.
ECCV (9)
Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu
2020 J jnl
Contrastive Learning for Unpaired Image-to-Image Translation.
CoRR
Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu
2020 J jnl
Deep learning-based classification and interpretation of gene expression data from cancer and normal tissues.
Int. J. Data Min. Bioinform.
TaeJin Ahn, Taewan Goo, Chanhee Lee, Sungmin Kim, Kyullhee Han, Sangick Park, Taesung Park
2020 J jnl
Ensemble of deep learning models to predict platinum resistance in high grade serous ovarian cancer.
Int. J. Data Min. Bioinform.
Kyullhee Han, Hyeonjung Ham, Se Ik Kim, Yongsang Song, Taesung Park, TaeJin Ahn
2020 — ed.
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020, Virtual Event, South Korea, December 16-19, 2020
BIBM
Taesung Park, Young-Rae Cho, Xiaohua Hu, Illhoi Yoo, Hyun Goo Woo, Jianxin Wang, Julio C. Facelli, Seungyoon Nam, Mingon Kang
2020 J jnl
Sparse superlayered neural network-based multi-omics cancer subtype classification.
Int. J. Data Min. Bioinform.
Prasoon Joshi, Seokho Jeong, Taesung Park
2020 A* conf
Swapping Autoencoder for Deep Image Manipulation.
NeurIPS
Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang
2020 J jnl
Swapping Autoencoder for Deep Image Manipulation.
CoRR
Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang
2020 J jnl
Systematic investigation of hyperparameters on performance of deep neural networks: application to ovarian cancer phenotypes.
Int. J. Data Min. Bioinform.
Suhyun Hwangbo, Se Ik Kim, Untack Cho, Dae-Shik Suh, Yongsang Song, Taesung Park
2020 J jnl
Two-stage clustering analysis to detect pattern change of biomarker expression between experimental conditions.
Int. J. Data Min. Bioinform.
Ik-Soo Huh, Sunghoon Choi, Youjin Kim, Soo-Yeon Park, Oran Kwon, Taesung Park
2019 — conf
Cancer Subtype Classification based on Superlayered Neural Network.
BIBM
Prasoon Joshi, Seokho Jeong, Taesung Park
2019 — conf
Comparison of Statistical Models for Cross-over design.
BIBM
Yonggab Kim, Md. Kamruzzaman, Yeni Lim, Oran Kwon, Taesung Park
2019 J jnl
Detecting differential DNA methylation from sequencing of bisulfite converted DNA of diverse species.
Briefings Bioinform.
Ik-Soo Huh, Xin Wu, Taesung Park, Soojin V. Yi
2019 J jnl
Exploratory analysis for detecting population structures by iterative pruning based on independent component analysis.
Int. J. Data Min. Bioinform.
Mira Park, Eunbin Choi, Heonsu Lee, Yongkang Kim, Taesung Park
2019 — conf
Identification of hyperparameters with high effects on performance of deep neural networks: application to clinicopathological data of ovarian cancer.
BIBM
Suhyun Hwangbo, Se Ik Kim, Untack Cho, Yongsang Song, Taesung Park
2019 A* conf
Semantic Image Synthesis With Spatially-Adaptive Normalization.
CVPR
Taesung Park, Ming-Yu Liu, Ting-Chun Wang, Jun-Yan Zhu
2019 J jnl
Semantic Image Synthesis with Spatially-Adaptive Normalization.
CoRR
Taesung Park, Ming-Yu Liu, Ting-Chun Wang, Jun-Yan Zhu
2019 J jnl
Topological data analysis can extract sub-groups with high incidence rates of Type 2 diabetes.
Int. J. Data Min. Bioinform.
Hyung Sun Kim, Changwoo Yi, Yongkang Kim, Uhnmee Park, Woong Kook, Bermseok Oh, Hyuk Kim, Taesung Park
2019 — conf
Two stage pattern clustering analysis in cross-over experimental design.
BIBM
Ik-Soo Huh, Sunghoon Choi, Youjin Kim, Soo-Yeon Park, Oran Kwon, Taesung Park
2018 — conf
An approximation method of extremely low p-values using permutation test.
BIBM
Sangseob Leem, Taesung Park
2018 J jnl
Association test for rare variants using the hamming distance.
Int. J. Data Min. Bioinform.
Suhyun Hwangbo, Jin-Young Jang, Bermseok Oh, Atsuko Imai-Okazaki, Jurg Ott, Taesung Park
2018 A* conf
CyCADA: Cycle-Consistent Adversarial Domain Adaptation.
ICML
Judy Hoffman, Eric Tzeng, Taesung Park, Jun-Yan Zhu, Phillip Isola, Kate Saenko, Alexei A. Efros, Trevor Darrell
2018 — conf
Deep Learning-based Identification of Cancer or Normal Tissue using Gene Expression Data.
BIBM
TaeJin Ahn, Taewan Goo, Chanhee Lee, Sungmin Kim, Kyullhee Han, Sangick Park, Taesung Park
2018 — conf
Detecting population structures by independent component analysis.
BIBM
Mira Park, Eunbin Choi, Yongkang Kim, Taesung Park
2018 J jnl
Determining sample size for cross-over designs with multiple groups.
Int. J. Data Min. Bioinform.
Yongjun Jo, Hyojin Lee, Oran Kwon, Taesung Park
2018 J jnl
Drug response prediction model using a hierarchical structural component modeling method.
BMC Bioinform.
Sungtae Kim, Sungkyoung Choi, Jung-Hwan Yoon, Youngsoo Kim, Seungyeoun Lee, Taesung Park
2018 J jnl
Functional conservation of sequence determinants at rapidly evolving regulatory regions across mammals.
PLoS Comput. Biol.
Ik-Soo Huh, Isabel Mendizabal, Taesung Park, Soojin V. Yi
2018 J jnl
Fuzzy heaping mechanism for heaped count data with imprecision.
Soft Comput.
Hye-Young Jung, Heawon Choi, Taesung Park
2018 — conf
Gene expression based prediction of prognostic outcome in ovarian cancer.
BIBM
TaeJin Ahn, Nayeon Kang, Yonggab Kim, Taesung Park
2018 J jnl
Gene-gene interaction analysis for quantitative trait using cluster-based multifactor dimensionality reduction method.
Int. J. Data Min. Bioinform.
You-Jung Lee, Hyein Kim, Taesung Park, Mira Park
2018 J jnl
GxGrare: gene-gene interaction analysis method for rare variants from high-throughput sequencing data.
BMC Syst. Biol.
Min-Seok Kwon, Sangseob Leem, Joon Yoon, Taesung Park
2018 J jnl
Hierarchical structural component modeling of microRNA-mRNA integration analysis.
BMC Bioinform.
Yongkang Kim, Sungyoung Lee, Sungkyoung Choi, Jin-Young Jang, Taesung Park
2018 J jnl
HisCoM-GGI: Hierarchical structural component analysis of gene-gene interactions.
J. Bioinform. Comput. Biol.
Sungkyoung Choi, Sungyoung Lee, Yongkang Kim, Heungsun Hwang, Taesung Park
2018 J jnl
Pathway-based approach using hierarchical components of rare variants to analyze multiple phenotypes.
BMC Bioinform.
Sungyoung Lee, Yongkang Kim, Sungkyoung Choi, Heungsun Hwang, Taesung Park
2018 J jnl
Predicting survival outcomes in ovarian cancer using gene expression data.
Int. J. Data Min. Bioinform.
TaeJin Ahn, Nayeon Kang, Yonggab Kim, Se Ik Kim, Yongsang Song, Taesung Park
2018 J jnl
Risk prediction of type 2 diabetes using common and rare variants.
Int. J. Data Min. Bioinform.
Sunghwan Bae, Taesung Park
2018 J jnl
SPARTA: super-fast permutation approach to approximate extremely low p-values.
Int. J. Data Min. Bioinform.
Sangseob Leem, Dae Ho Lee, Taesung Park
2018 — conf
Topological data analysis can extract subgroups with high incidence rates of Type 2 diabetes.
BIBM
Hyung Sun Kim, Changwoo Yi, Yongkang Kim, Uhnmee Park, Woong Kook, Hyuk Kim, Taesung Park
2018 J jnl
Unified Cox model based multifactor dimensionality reduction method for gene-gene interaction analysis of the survival phenotype.
BioData Min.
Seungyeoun Lee, Donghee Son, Yongkang Kim, Wenbao Yu, Taesung Park
2017 — conf
A comparison study of statistical methods for the analysis metagenome data.
BIBM
Chanyoung Lee, Seungyeoun Lee, Taesung Park
2017 J jnl
An empirical fuzzy multifactor dimensionality reduction method for detecting gene-gene interactions.
BMC Genom.
Sangseob Leem, Taesung Park
2017 J jnl
Analysis of clustered RNA-seq data.
Int. J. Data Min. Bioinform.
Hyunjin Park, Seungyeoun Lee, Ye Jin Kim, Myung-Sook Choi, Taesung Park
2017 — conf
Cluster-based multifactor dimensionality reduction method to identify gene-gene interactions for quantitative traits in genome-wide studies.
BIBM
Yoojung Lee, Hyein Kim, Taesung Park, Mira Park
2017 J jnl
CyCADA: Cycle-Consistent Adversarial Domain Adaptation.
CoRR
Judy Hoffman, Eric Tzeng, Taesung Park, Jun-Yan Zhu, Phillip Isola, Kate Saenko, Alexei A. Efros, Trevor Darrell
2017 J jnl
Generalized estimating equations with stabilized working correlation structure.
Comput. Stat. Data Anal.
Yongchan Kwon, Young-Geun Choi, Taesung Park, Andreas Ziegler, Myunghee Cho Paik
2017 J jnl
Multivariate summary approach to omics data from crossover design with two repeated factors.
Int. J. Data Min. Bioinform.
Sunghoon Choi, Soo-Yeon Park, Hoejin Kim, Oran Kwon, Taesung Park
2017 — conf
Risk prediction using common and rare genetic variants: Application to Type 2 diabetes.
BIBM
Sunghwan Bae, Taesung Park
2017 — conf
Sample size calculation for comparing multiple groups in cross-over designs.
BIBM
Yongjun Jo, Taesung Park
2017 J jnl
Statistical methods for metagenomics data analysis.
Int. J. Data Min. Bioinform.
Chanyoung Lee, Seungyeoun Lee, Taesung Park
2017 J jnl
Statistical quality control analysis of high-dimensional omics data.
Int. J. Data Min. Bioinform.
Yongkang Kim, Gyu-Tae Kim, Min-Seok Kwon, Taesung Park
2017 A* conf
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks.
ICCV
Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros
2017 J jnl
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks.
CoRR
Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros
2016 J jnl
A novel fuzzy set based multifactor dimensionality reduction method for detecting gene-gene interaction.
Comput. Biol. Chem.
Hye-Young Jung, Sangseob Leem, Sungyoung Lee, Taesung Park
2016 J jnl
A post-hoc genome-wide association study using matched samples.
Int. J. Data Min. Bioinform.
Jungsoo Gim, Sungkyoung Choi, Jongho Im, Jae-Kwang Kim, Taesung Park
2016 J jnl
A unified model based multifactor dimensionality reduction framework for detecting gene-gene interactions.
Bioinform.
Wenbao Yu, Seungyeoun Lee, Taesung Park
2016 — conf
Analysis for doubly repeated omics data from crossover design.
BIBM
Sunghoon Choi, Soo-Yeon Park, Hoejin Kim, Oran Kwon, Taesung Park
2016 J jnl
Analysis of multiple related phenotypes in genome-wide association studies.
J. Bioinform. Comput. Biol.
Sohee Oh, Ik-Soo Huh, Seung Yeoun Lee, Taesung Park
2016 J jnl
Comparative studies for developing protein based cancer prediction model to maximise the ROC-AUC with various variable selection methods.
Int. J. Data Min. Bioinform.
Yongkang Kim, Min-Seok Kwon, Yonghwan Choi, Sung-Gon Yi, Junghyun Namkung, Sangjo Han, Wooil Kwon, Sun Whe Kim, Jin-Young Jang, Hyunsoo Kim, Youngsoo Kim, Seungyeoun Lee, Taesung Park
2016 J jnl
Conditional estimation of local pooled dispersion parameter in small-sample RNA-Seq data improves differential expression test.
J. Bioinform. Comput. Biol.
Jungsoo Gim, Sungho Won, Taesung Park
2016 J jnl
Estimating functional coupling between cancer gene sub-networks using novel interaction measures.
Int. J. Data Min. Bioinform.
Rama Srikanth Mallavarapu, TaeJin Ahn, Subhankar Mukherjee, Ajit S. Bopardikar, Garima Agarwal, Taesung Park
2016 J jnl
Gene-set association tests for next-generation sequencing data.
Bioinform.
Jaehoon Lee, Young Jin Kim, Juyoung Lee, Bong-Jo Kim, Seungyeoun Lee, Taesung Park
2016 J jnl
Multifactor dimensionality reduction analysis of multiple binary traits for gene-gene interaction.
Int. J. Data Min. Bioinform.
Ik-Soo Huh, Taesung Park
2016 — conf
Multivariate approach to the analysis of correlated RNA-seq data.
BIBM
Hyunjin Park, Seungyeoun Lee, Ye Jin Kim, Myung-Sook Choi, Taesung Park
2016 J jnl
Pathway-based approach using hierarchical components of collapsed rare variants.
Bioinform.
Sungyoung Lee, Sungkyoung Choi, Young Jin Kim, Bong-Jo Kim, Heungsun Hwang, Taesung Park
2016 J jnl
Principal variable approach to multipurpose SNP selection in genetic association studies.
Int. J. Data Min. Bioinform.
Seunghyun Lee, Taesung Park, Mira Park
2016 — conf
Quality control plot for high dimensional omics data.
BIBM
Gyu-Tae Kim, Yongkang Kim, Min-Seok Kwon, Taesung Park
2016 J jnl
Statistical analysis for aggregated count data in genetic association studies.
Int. J. Data Min. Bioinform.
Haewon Choi, Hye-Young Jung, Taesung Park
2016 J jnl
The effect of impurity of reference peptides on normalisation in selected reaction monitoring experiments.
Int. J. Data Min. Bioinform.
Jungsoo Gim, Taesung Park
2015 — conf
A test for detecting differentially methylated regions.
BIBM
Ik-Soo Huh, Soojin V. Yi, Taesung Park
2015 — conf
Competitive pathway analysis using Structural Equation Models (CPA-SEM) for gene expression data.
BIBM
Sungkyoung Choi, Sungyoung Lee, Ik-Soo Huh, Heungsun Hwang, Taesung Park
2015 — conf
Developing cancer prediction model based on stepwise selection by AUC measure for proteomics data.
BIBM
Yongkang Kim, Seungyeoun Lee, Min-Seok Kwon, Ahrum Na, Yonghwan Choi, Sung-Gon Yi, Junghyun Namkung, Sangjo Han, Meejoo Kang, Sun Whe Kim, Jin-Young Jang, Yikwon Kim, Youngsoo Kim, Taesung Park
2015 J jnl
Family-based association analysis: a fast and efficient method of multivariate association analysis with multiple variants.
BMC Bioinform.
Sungho Won, Wonji Kim, Sungyoung Lee, Young Lee, Joohon Sung, Taesung Park
2015 — conf
Genetic association tests for cigarattes per day.
BIBM
Haewon Choi, Hye-Young Jung, Taesung Park
2015 J jnl
Two simple algorithms on linear combination of multiple biomarkers to maximize partial area under the ROC curve.
Comput. Stat. Data Anal.
Wenbao Yu, Taesung Park
2015 — conf
VizEpis : A visualization and mapping tool for interpreting epistasis.
BIBM
Min-Seok Kwon, Sungyoung Lee, Yongkang Kim, Taesung Park
2014 — conf
A normalization method for multiple reaction monitoring (MRM) data.
BIBM
Jungsoo Gim, Taesung Park
2014 — conf
Biomarker development for pancreatic ductal adenocarcinoma using integrated analysis of mRNA and miRNA expression.
BIBM
Min-Seok Kwon, Yongkang Kim, Seungyeoun Lee, Junghyun Namkung, Taegyun Yun, Sung-Gon Yi, Sangjo Han, Meejoo Kang, Sun Whe Kim, Jin-Young Jang, Taesung Park
2014 J jnl
Cancer survival classification using integrated data sets and intermediate information.
Artif. Intell. Medicine
Shinuk Kim, Taesung Park, Mark A. Kon
2014 — conf
Case Study: A Visual Analytics System, Sapientia.
HCI (26)
Sookyoung Song, Taesung Park
2014 — conf
Estimating cancer gene pathway proximity using network interaction.
BIBM
Rama Srikanth Mallavarapu, TaeJin Ahn, Subhankar Mukherjee, Ajit S. Bopardikar, Garima Agarwal, Taesung Park
2014 J jnl
FARVAT: a family-based rare variant association test.
Bioinform.
Sungkyoung Choi, Sungyoung Lee, Sven Cichon, Markus M. Nöthen, Christoph Lange, Taesung Park, Sungho Won
2014 — conf
Genome-wide association analysis with matched samples discloses additional novel risk loci.
BIBM
Jungsoo Gim, Sungkyoung Choi, Jongho Im, Jae-Kwang Kim, Taesung Park
2014 — conf
Identifying differentially expressed genes for ordinal phenotypes.
BIBM
Yongkang Kim, Taesung Park
2014 J jnl
Identifying disease candidate genes via large-scale gene network analysis.
Int. J. Data Min. Bioinform.
Haseong Kim, Taesung Park, Erol Gelenbe
2014 — conf
Multifactor dimendionality reduction analysis for gene-gene interaction of multiple binary traits.
BIBM
Ik-Soo Huh, Taesung Park
2014 J jnl
Personalized identification of altered pathways in cancer using accumulated normal tissue data.
Bioinform.
TaeJin Ahn, EunJin Lee, Nam Huh, Taesung Park
2013 — conf
Computational methods for cancer survival classification using intermediate information.
IWBBIO
Shinuk Kim, Taesung Park, Mark A. Kon
2013 J jnl
Integrative analysis of time course microarray data and DNA sequence data via log-linear models for identifying dynamic transcriptional regulatory networks.
Int. J. Data Min. Bioinform.
Hyung-Seok Choi, Youngchul Kim, Kwang-Hyun Cho, Taesung Park
2013 J jnl
Multivariate generalized multifactor dimensionality reduction to detect gene-gene interactions.
BMC Syst. Biol.
Jiin Choi, Taesung Park
2013 — conf
Pathway based identification of rare mutation effect in cancer.
BIBM
TaeJin Ahn, Taesung Park
2012 — conf
A data aggregation framework for cancer subtype discovery.
BIBM Workshops
S. N. Nagabhushan, TaeJin Ahn, M. R. Srikanth, Taesung Park, Ajit S. Bopardikar, Rangavittal Narayanan
2012 J jnl
A novel method to identify high order gene-gene interactions in genome-wide association studies: Gene-based MDR.
BMC Bioinform.
Sohee Oh, Jaehoon Lee, Min-Seok Kwon, Bruce Weir, Kyooseob Ha, Taesung Park
2012 J jnl
Gene-gene interaction analysis for the survival phenotype based on the Cox model.
Bioinform.
Seungyeoun Lee, Min-Seok Kwon, Jung Mi Oh, Taesung Park
2012 — conf
GxG-Viztool: A program for visualizing gene-gene interactions in genetic association analysis.
BIBM Workshops
Kyunga Kim, Min-Seok Kwon, Sungyoung Lee, Junghyun Namkung, Ming D. Li, Taesung Park
2012 — conf
Identifying differential expression for RNA-seq data with no replication.
BIBM Workshops
Jungsoo Gim, Taesung Park
2012 — conf
Joint selection of SNPs for improving prediction in genome-wide association studies.
BIBM Workshops
Seo-Jin Bang, Yong-Gang Kim, Taesung Park
2012 J jnl
Phenotype prediction from genome-wide association studies: application to smoking behaviors.
BMC Syst. Biol.
Dankyu Yoon, Young Jin Kim, Taesung Park
2012 — conf
Photometric and geometric rectification for stereoscopic images.
Three-Dimensional Image Processing (3DIP) and Applications
Seung-Ryong Han, Jongsul Min, Taesung Park, Yongje Kim
2012 J jnl
Selecting SNPs for pharmacogenomic association study.
Int. J. Data Min. Bioinform.
TaeJin Ahn, Kyunghee Park, Dae-Soon Son, Nam Huh, Sohee Oh, Taejung Bae, Jungsun Park, Ji-Hyun Lee, Kyoohyoung Rho, Sunghoon Kim, Taesung Park, Kyusang Lee
2012 J jnl
Unbalanced sample size effect on genome-wide population differentiation studies.
Int. J. Data Min. Bioinform.
Kyunghee Han, Kyee-Zu Kim, Jung Mi Oh, In-Wha Kim, Kyungim Kim, Taesung Park
2012 J jnl
cuGWAM: Genome-wide Association Multifactor Dimensionality reduction using CUDA-enabled high-performance graphics processing unit.
Int. J. Data Min. Bioinform.
Min-Seok Kwon, Kyunga Kim, Sungyoung Lee, Taesung Park
2011 — conf
A chi-square test for detecting multiple joint genetic variants in genome-wide association studies.
BIBM Workshops
Ik-Soo Huh, Sohee Oh, Taesung Park
2011 — conf
CUDA-LR: CUDA-accelerated logistic regression analysis tool for gene-gene interaction for genome-wide association study.
BIBM Workshops
Sungyoung Lee, Min-Seok Kwon, Ik-Soo Huh, Taesung Park
2011 — conf
Efficient and Fast Analysis for Detecting High Order Gene-by-Gene Interactions in a Genome-Wide Association Study.
BIBM
Sohee Oh, Jaehoon Lee, Min-Seok Kwon, Kyunga Kim, Taesung Park
2011 J jnl
Enhanced peptide quantification using spectral count clustering and cluster abundance.
BMC Bioinform.
Seungmook Lee, Min-Seok Kwon, Hyoung-joo Lee, Young-Ki Paik, Haixu Tang, Jae K. Lee, Taesung Park
2011 — conf
GWAS-GMDR: A program package for genome-wide scan of gene-gene interactions with covariate adjustment based on multifactor dimensionality reduction.
BIBM Workshops
Min-Seok Kwon, Kyunga Kim, Sungyoung Lee, Wonil Chung, Sung-Gon Yi, Junghyun Namkung, Taesung Park
2011 — conf
Gene-gene interaction analysis for the survival phenotype based on the standardized residuals from parametric regression models.
BIBM Workshops
Seungyeoun Lee, Jinseok Oh, Min-Seok Kwon, Taesung Park
2011 J jnl
Integrated analysis of the heterogeneous microarray data.
BMC Bioinform.
Sung Yi, Taesung Park
2011 J jnl
SNP-PRAGE: SNP-based parametric robust analysis of gene set enrichment.
BMC Syst. Biol.
Jaehoon Lee, Soyeon Ahn, Sohee Oh, Bruce Weir, Taesung Park
2010 — ed.
2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010, Hong Kong, China, December 18-21, 2010, Proceedings
BIBM
Taesung Park, Stephen Kwok-Wing Tsui, Luonan Chen, Michael K. Ng, Limsoon Wong, Xiaohua Hu
2010 — conf
Compairing quantitative trait analysis to qualitative trait analysis for complex traits disease: A genome wide association study for hyperlipidemia.
BIBM Workshops
Ik-Soo Huh, Sohee Oh, EunJin Lee, Taesung Park
2010 — conf
FISH: Finding of identical spectra set for Homogenous peptide using two-stage clustering algorithm.
BIBM Workshops
Seungmook Lee, Min-Seok Kwon, Hyoung-joo Lee, Young-Ki Paik, Jae K. Lee, Taesung Park
2010 J jnl
Global analysis of microarray data reveals intrinsic properties in gene expression and tissue selectivity.
Bioinform.
Changsik Kim, Jiwon Choi, Hyunjin Park, Yunsun Park, Jungsun Park, Taesung Park, Kwanghui Cho, Young Yang, Sukjoon Yoon
2010 — conf
Integrated analysis of the various types of microarray data using linear-mixed effects models.
BIBM
Sung-Gon Yi, Taesung Park
2010 — conf
Selecting SNPs for pharmacogenomic association study.
BIBM Workshops
TaeJin Ahn, Kyunghee Park, Dae-Soon Son, Nam Huh, Kyusang Lee, Taejung Bae, Jungsun Park, Sohee Oh, Ji-Hyun Lee, Kyoohyoung Rho, Sung Kim, Taesung Park
2010 — conf
Two-way interaction analysis of obesity trait from Korean population using generalized MDR.
BIBM Workshops
Sungyoung Lee, Sohee Oh, Min-Seok Kwon, Seungyeoun Lee, Taesung Park
2010 — conf
Unbalanced sample size effect on the genome-wide population differentiation studies.
BIBM Workshops
Kyunghee Han, Kyee-Zu Kim, Taesung Park
2010 J jnl
Variable selection via combined penalization for high-dimensional data analysis.
Comput. Stat. Data Anal.
Xiaoming Wang, Taesung Park, Keumhee Chough Carriere
2010 — conf
cuGWAM: Genome-wide association multifactor dimensionality reduction using CUDA-enabled high-performance graphics processing unit.
BIBM Workshops
Min-Seok Kwon, Kyunga Kim, Sungyoung Lee, Taesung Park
2009 — conf
Clustering Method to Identify Gene Sets with Similar Expression Profiles in Adjacent Chromosomal Regions.
IWANN (1)
Min A. Jhun, Taesung Park
2009 J jnl
Double error shrinkage method for identifying protein binding sites observed by tiling arrays with limited replication.
Bioinform.
Youngchul Kim, Stefan Bekiranov, Jae K. Lee, Taesung Park
2009 J jnl
Identification of differentially expressed subnetworks based on multivariate ANOVA.
BMC Bioinform.
Taeyoung Hwang, Taesung Park
2009 J jnl
Inference of Large-Scale Gene Regulatory Networks Using Regression-Based Network Approach.
J. Bioinform. Comput. Biol.
Haseong Kim, Jae K. Lee, Taesung Park
2009 J jnl
New evaluation measures for multifactor dimensionality reduction classifiers in gene-gene interaction analysis.
Bioinform.
Junghyun Namkung, Kyunga Kim, Sung-Gon Yi, Wonil Chung, Min-Seok Kwon, Taesung Park
2009 J jnl
Rank-Based Clustering Analysis for the Time-Course microarray Data.
J. Bioinform. Comput. Biol.
Sung-Gon Yi, Yoon-Jeong Joo, Taesung Park
2008 J jnl
Evolutionary design principles of modules that control cellular differentiation: consequences for hysteresis and multistationarity.
Bioinform.
Junil Kim, Tae-Geon Kim, Sung Hoon Jung, Jeong-Rae Kim, Taesung Park, Pat Heslop-Harrison, Kwang-Hyun Cho
2008 J jnl
Model diagnostic plots for repeated measures data using the generalized estimating equations approach.
Comput. Stat. Data Anal.
Sohee Oh, Keumhee Chough Carriere, Taesung Park
2008 J jnl
Response projected clustering for direct association with physiological and clinical response data.
BMC Bioinform.
Sung-Gon Yi, Taesung Park, Jae K. Lee
2007 J jnl
Boolean networks using the chi-square test for inferring large-scale gene regulatory networks.
BMC Bioinform.
Haseong Kim, Jae K. Lee, Taesung Park
2007 J jnl
Log-linear model-based multifactor dimensionality reduction method to detect gene-gene interactions.
Bioinform.
Seung Yeoun Lee, Yujin Chung, Robert C. Elston, Youngchul Kim, Taesung Park
2007 J jnl
Odds ratio based multifactor-dimensionality reduction method for detecting gene-gene interactions.
Bioinform.
Yujin Chung, Seung Yeoun Lee, Robert C. Elston, Taesung Park
2007 J jnl
Robust imputation method for missing values in microarray data.
BMC Bioinform.
Dankyu Yoon, Eun-Kyung Lee, Taesung Park
2007 J jnl
Spot Intensity Ratio Statistics in Two-Channel microarray Experiments.
J. Bioinform. Comput. Biol.
Taesung Park, Kiwoong Kim, Sung-Gon Yi, Jin Hyuk Kim, Yong-Sung Lee, Seungyeoun Lee
2007 J jnl
Video bookmark based on soundtrack identification and two-stage search for interactive-television.
IEEE Trans. Consumer Electron.
Hyoung-Gook Kim, Jin Young Kim, Taesung Park
2006 — conf
Bayesian Hierarchical Models for Serial Analysis of Gene Expression.
VDMB
Seungyoon Nam, Seungmook Lee, Sanghyuk Lee, Seokmin Shin, Taesung Park
2006 J jnl
Combining multiple microarrays in the presence of controlling variables.
Bioinform.
Taesung Park, Sung-Gon Yi, Young Kee Shin, Seung Yeoun Lee
2006 J jnl
arrayQCplot: software for checking the quality of microarray data.
Bioinform.
Eun-Kyung Lee, Sung-Gon Yi, Taesung Park
2005 — conf
Improvement of Computing Times in Boolean Networks Using Chi-square Tests.
Systems Biology and Regulatory Genomics
Haseong Kim, Jae K. Lee, Taesung Park
2004 J jnl
Two-stage normalization using background intensities in cDNA microarray data.
BMC Bioinform.
Dankyu Yoon, Sung-Gon Yi, Ju-Han Kim, Taesung Park
2003 J jnl
Evaluation of normalization methods for microarray data.
BMC Bioinform.
Taesung Park, Sung-Gon Yi, Sung-Hyun Kang, Seung Yeoun Lee, Yong-Sung Lee, Richard Simon
2003 J jnl
Statistical tests for identifying differentially expressed genes in time-course microarray experiments.
Bioinform.
Taesung Park, Sung-Gon Yi, Seungmook Lee, Seung Yeoun Lee, Dong-Hyun Yoo, Jun-Ik Ahn, Yong-Sung Lee