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2020 – today
- 2024
[j7]Ze Jin, Taehyun Hwang, Daehoon Kim, Byounghyun Lim, Oh-Seok Kwon
, Sangbin Kim, Moon-Hyun Kim, Je-Wook Park, Hee Tae Yu, Tae-Hoon Kim, Jae-Sun Uhm, Boyoung Joung, Moon-Hyoung Lee, Hui-Nam Pak:
Anti- and pro-fibrillatory effects of pulmonary vein isolation gaps in human atrial fibrillation digital twins. npj Digit. Medicine 7(1) (2024)- [i8]Wooseong Cho, Taehyun Hwang, Joongkyu Lee, Min-hwan Oh:
Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation. CoRR abs/2405.20165 (2024) - [i7]Harin Lee, Taehyun Hwang, Min-hwan Oh:
Lasso Bandit with Compatibility Condition on Optimal Arm. CoRR abs/2406.00823 (2024) - 2023
- [c21]Taehyun Hwang, Min-hwan Oh:
Model-Based Reinforcement Learning with Multinomial Logistic Function Approximation. AAAI 2023: 7971-7979 - [c20]Taehyun Hwang, Kyuwook Chai, Min-hwan Oh:
Combinatorial Neural Bandits. ICML 2023: 14203-14236 - [c19]Makiya Nakashima, Donna Salem, HW Wilson Tang, Christopher Nguyen, Tae-Hyun Hwang, Ding Zhao, Byung-Hak Kim, Deborah Kwon, David Chen:
Reducing Contextual Bias in Cardiac Magnetic Resonance Imaging Deep Learning Using Contrastive Self-Supervision. MLHC 2023: 473-488 - [i6]Taehyun Hwang, Kyuwook Chai, Min-hwan Oh:
Combinatorial Neural Bandits. CoRR abs/2306.00242 (2023) - 2022
- [i5]Makiya Nakashima, Inyeop Jang, Ramesh Basnet, Mitchel Benovoy, W. H. Wilson Tang, Christopher Nguyen, Deborah Kwon, Tae-Hyun Hwang, David Chen:
Interaction of a priori Anatomic Knowledge with Self-Supervised Contrastive Learning in Cardiac Magnetic Resonance Imaging. CoRR abs/2205.12429 (2022) - [i4]Taehyun Hwang, Min-hwan Oh:
Model-Based Reinforcement Learning with Multinomial Logistic Function Approximation. CoRR abs/2212.13540 (2022) - 2020
- [j6]Hongming Xu, Sunho Park, Tae-Hyun Hwang:
Computerized Classification of Prostate Cancer Gleason Scores from Whole Slide Images. IEEE ACM Trans. Comput. Biol. Bioinform. 17(6): 1871-1882 (2020) - [c18]Sunho Park, Nabhonil Kar, Jae-Ho Cheong, TaeHyun Hwang:
Bayesian Semi-Nonnegative Matrix Tri-Factorization to Identify Pathways Associated with CancerPhenotypes. PSB 2020: 427-438
2010 – 2019
- 2019
- [c17]Hongming Xu, Tae-Hyun Hwang:
Statistical Local Binary Patterns (SLBP): Application To Prostate Cancer Gleason Score Prediction From whole Slide Pathology Images. ISBI 2019: 895-899 - 2018
- [c16]Bugeun Kim, Jungwook Rhim, Jihyun Rho, Taehyun Hwang, Gunho Lee, Gahgene Gweon:
"I'll do it!": examining the relationship between locus of control and math game retention for preschoolers. LAK 2018: 290-294 - [i3]Hongming Xu, Tae-Hyun Hwang:
Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks. CoRR abs/1807.06466 (2018) - 2017
- [j5]Raphael Petegrosso, Sunho Park, TaeHyun Hwang, Rui Kuang:
Transfer learning across ontologies for phenome-genome association prediction. Bioinform. 33(4): 529-536 (2017) - 2016
- [j4]Sunho Park, Seung-Jun Kim, Donghyeon Yu, Samuel Peña-Llopis, Jianjiong Gao, Jinsuk Park, Beibei Chen, Jessie Norris, Xinlei Wang, Min Chen, Min-Su Kim, Jeongsik Yong, Zabi Wardak, Kevin Choe, Michael Story, Timothy K. Starr, Jae-Ho Cheong, TaeHyun Hwang:
An integrative somatic mutation analysis to identify pathways linked with survival outcomes across 19 cancer types. Bioinform. 32(11): 1643-1651 (2016) - 2015
- [c15]Chung-Hyun Ahn, Tae-Hyun Hwang, Kyoung-Ho Choi:
A framework of augmented reality for geotagged videos. FCV 2015: 1-4 - 2014
- [c14]Jeonghee Chi, Hyunsun Park, Taehyun Hwang, Soyoung Park:
The architecture for vehicular black-box image communication in VANET. ICUFN 2014: 483-488 - [c13]Sunho Park, TaeHyun Hwang, Seungjin Choi:
Convex Optimization for Binary Classifier Aggregation in Multiclass Problems. SDM 2014: 280-288 - [i2]Sunho Park, TaeHyun Hwang, Seungjin Choi:
Convex Optimization for Binary Classifier Aggregation in Multiclass Problems. CoRR abs/1401.4143 (2014) - 2012
- [c12]Seung-Jun Kim, TaeHyun Hwang, Georgios B. Giannakis:
Sparse robust matrix tri-factorization with application to cancer genomics. CIP 2012: 1-6 - [c11]Maoqiang Xie, TaeHyun Hwang, Rui Kuang:
Prioritizing Disease Genes by Bi-Random Walk. PAKDD (2) 2012: 292-303 - 2011
- [j3]TaeHyun Hwang, Wei Zhang, Maoqiang Xie, Jinfeng Liu, Rui Kuang:
Inferring disease and gene set associations with rank coherence in networks. Bioinform. 27(19): 2692-2699 (2011) - [i1]TaeHyun Hwang, Wei Zhang, Maoqiang Xie, Rui Kuang:
Inferring Disease and Gene Set Associations with Rank Coherence in Networks. CoRR abs/1102.3919 (2011) - 2010
- [c10]TaeHyun Hwang, Rui Kuang:
A Heterogeneous Label Propagation Algorithm for Disease Gene Discovery. SDM 2010: 583-594
2000 – 2009
- 2009
- [j2]Ze Tian, TaeHyun Hwang, Rui Kuang:
A hypergraph-based learning algorithm for classifying gene expression and arrayCGH data with prior knowledge. Bioinform. 25(21): 2831-2838 (2009) - [c9]Ze Tian, TaeHyun Hwang, Rui Kuang:
A hypergraph-based learning algorithm for classifying arraycgh data with spatial prior. GENSiPS 2009: 1-4 - 2008
- [j1]TaeHyun Hwang, Hugues Sicotte, Ze Tian, Baolin Wu, Jean-Pierre A. Kocher, Dennis A. Wigle, Vipin Kumar, Rui Kuang:
Robust and efficient identification of biomarkers by classifying features on graphs. Bioinform. 24(18): 2023-2029 (2008) - [c8]TaeHyun Hwang, Ze Tian, Rui Kuang, Jean-Pierre A. Kocher:
Learning on Weighted Hypergraphs to Integrate Protein Interactions and Gene Expressions for Cancer Outcome Prediction. ICDM 2008: 293-302 - 2007
- [c7]Jaehoon Jeong, Taehyun Hwang, Tian He, David Hung-Chang Du:
MCTA: Target Tracking Algorithm Based on Minimal Contour in Wireless Sensor Networks. INFOCOM 2007: 2371-2375 - 2006
- [c6]Tae-Hyun Hwang, In-Hak Joo, Seong Ik Cho:
Detection of Traffic Lights for Vision-Based Car Navigation System. PSIVT 2006: 682-691 - 2005
- [c5]In-Hak Joo, Tae-Hyun Hwang, Kyoung-Ho Choi:
Updating Geospatial Database: An Automatic Approach Combining Photogrammetry and Computer Vision Techniques. ACIVS 2005: 324-331 - 2004
- [c4]In-Hak Joo, Tae-Hyun Hwang, Kyoung-Ho Choi:
Generation of video metadata supporting video-gis integration. ICIP 2004: 1695-1698 - [c3]Tae-Hyun Hwang, In-Hak Joo, Kyoung-Ho Choi:
An indexing method for spatial object in video using image processing and photogrammetry. IGARSS 2004: 4394-4397 - 2003
- [c2]Tae-Hyun Hwang, Kyoung-Ho Choi, In-Hak Joo, Jong-Hun Lee:
MPEG-7 metadata for video-based GIS applications. IGARSS 2003: 3641-3643
1990 – 1999
- 1999
- [c1]Tae-Hyun Hwang, Dong-Seok Jeong:
Detection of Video Scene Breaks Using Directional Information in DCT Domain. ICIAP 1999: 882-886
Coauthor Index
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