Dongjin Kwon

According to our database, Dongjin Kwon authored at least 24 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Scaling Up LLM Reviews for Google Ads Content Moderation.

Wei Qiao, Tushar Dogra, Otilia Stretcu, Yu-Han Lyu, Tiantian Fang, Dongjin Kwon, Chun-Ta Lu, Enming Luo, Yuan Wang, Chih-Chun Chia, Ariel Fuxman, Fangzhou Wang, Ranjay Krishna, Mehmet Tek

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

2023

AllyChat: Developing a VR Conversational AI Agent Using Few-Shot Learning to Support Individuals with Intellectual Disabilities.

Brittany Garcia-Pi, Rohan Chaudhury, Miles Versaw, Jonathan Back, Dongjin Kwon, Caleb Kicklighter, Paul Taele, Jinsil Hwaryoung Seo

Proceedings of the Human-Computer Interaction - INTERACT 2023 - 19th IFIP TC13 International Conference, York, UK, August 28, 2023

2020

Logistic Regression Confined by Cardinality-Constrained Sample and Feature Selection.

Ehsan Adeli, Xiaorui Li, Dongjin Kwon, Yong Zhang, Kilian M. Pohl

IEEE Trans. Pattern Anal. Mach. Intell., 2020

2018

Chained regularization for identifying brain patterns specific to HIV infection.

Ehsan Adeli, Dongjin Kwon, Qingyu Zhao, Adolf Pfefferbaum, Natalie M. Zahr, Edith V. Sullivan, Kilian M. Pohl

NeuroImage, 2018

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.

Spyridon Bakas, Mauricio Reyes, András Jakab, Stefan Bauer, Markus Rempfler, Alessandro Crimi, Russell Takeshi Shinohara, Christoph Berger, Sung Min Ha, Martin Rozycki, Marcel Prastawa, Esther Alberts, Jana Lipková, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Benedikt Wiestler, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Ujjwal Baid, Dongjin Kwon, Manu Agarwal, Mahbubul Alam, Alberto Albiol, Antonio Albiol, Alex Varghese, Tran Anh Tuan, Tal Arbel, Aaron Avery, Pranjal B., Subhashis Banerjee, Thomas Batchelder, Kayhan N. Batmanghelich, Enzo Battistella, Martin Bendszus, Eze Benson, José Bernal, George Biros, Mariano Cabezas, Siddhartha Chandra, Yi-Ju Chang, et al.

CoRR, 2018

A Riemannian Framework for Longitudinal Analysis of Resting-State Functional Connectivity.

Qingyu Zhao, Dongjin Kwon, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Multi-label Transduction for Identifying Disease Comorbidity Patterns.

Ehsan Adeli, Dongjin Kwon, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Computing group cardinality constraint solutions for logistic regression problems.

Yong Zhang, Dongjin Kwon, Kilian M. Pohl

Medical Image Anal., 2017

2016

Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study.

Kilian M. Pohl, Edith V. Sullivan, Torsten Rohlfing, Weiwei Chu, Dongjin Kwon, B. Nolan Nichols, Yong Zhang, Sandra A. Brown, Susan F. Tapert, Kevin Cummins, Wesley K. Thompson, Ty Brumback, Ian M. Colrain, Fiona C. Baker, Devin Prouty, Michael D. De Bellis, James T. Voyvodic, Duncan B. Clark, Claudiu V. Schirda, Bonnie J. Nagel, Adolf Pfefferbaum

NeuroImage, 2016

2015

Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration.

Dongjin Kwon, Ke Zeng, Michel Bilello, Christos Davatzikos

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014

PORTR: Pre-Operative and Post-Recurrence Brain Tumor Registration.

Dongjin Kwon, Marc Niethammer, Hamed Akbari, Michel Bilello, Christos Davatzikos, Kilian M. Pohl

IEEE Trans. Medical Imaging, 2014

Combining Generative Models for Multifocal Glioma Segmentation and Registration.

Dongjin Kwon, Russell T. Shinohara, Hamed Akbari, Christos Davatzikos

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2012

Regional Manifold Learning for Deformable Registration of Brain MR Images.

Dong Hye Ye, Jihun Hamm, Dongjin Kwon, Christos Davatzikos, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Nonrigid volume registration using second-order MRF model.

Dongjin Kwon, Il Dong Yun, Kilian M. Pohl, Christos Davatzikos, Sang Uk Lee

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2010

Rolled Fingerprint Construction Using MRF-Based Nonrigid Image Registration.

Dongjin Kwon, Il Dong Yun, Sang Uk Lee

IEEE Trans. Image Process., 2010

Optical flow estimation with adaptive convolution kernel prior on discrete framework.

Kyong Joon Lee, Dongjin Kwon, Il Dong Yun, Sang Uk Lee

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Solving MRFs with Higher-Order Smoothness Priors Using Hierarchical Gradient Nodes.

Dongjin Kwon, Kyong Joon Lee, Il Dong Yun, Sang Uk Lee

Proceedings of the Computer Vision - ACCV 2010, 2010

2008

Fast multiscale vessel enhancement filtering.

Dong Hye Ye, Dongjin Kwon, Il Dong Yun, Sang Uk Lee

Proceedings of the Medical Imaging 2008: Image Processing, 2008

Nonrigid Image Registration Using DynamicHigher-Order MRF Model.

Dongjin Kwon, Kyong Joon Lee, Il Dong Yun, Sang Uk Lee

Proceedings of the Computer Vision, 2008

Deformable 3D Volume Registration Using Efficient MRFs Model with Decomposed Nodes.

Kyong Joon Lee, Dongjin Kwon, Il Dong Yun, Sang Uk Lee

Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

Efficient Feature-Based Nonrigid Registration of Multiphase Liver CT Volumes.

Dongjin Kwon, Il Dong Yun, Kyoung Ho Lee, Sang Uk Lee

Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007

A Robust Warping Method for Fingerprint Matching.

Dongjin Kwon, Il Dong Yun, Sang Uk Lee

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Robust segmentation of cerebral arterial segments by a sequential Monte Carlo method: Particle filtering.

Hackjoon Shim, Dongjin Kwon, Il Dong Yun, Sang Uk Lee

Comput. Methods Programs Biomed., 2006

Fingerprint Matching Method Using Minutiae Clustering and Warping.

Dongjin Kwon, Il Dong Yun, Duck Hoon Kim, Sang Uk Lee

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006