Juyong Kim


Ph.D. Student
Machine Learning Department
Carnegie Mellon University
Advisor: Prof. Pradeep Ravikumar

B.S. in Electrical and Computer Engineering
M.S. in Computer Science and Engineering (Advisor: Prof. Gunhee Kim)
Seoul National University

CV / Google Scholar / GitHub
Email : juyongk at andrew.cmu.edu

Research Interests : Machine Learning, Deep Learning Architecture, Clinical NLP, Computer Vision

Research Experience

@ CMU


Context-Sensitive Spelling Correction of Clinical Text via Conditional Independence
Juyong Kim, Jeremy C. Weiss, and Pradeep Ravikumar
Conference on Health, Inference, and Learning (CHIL), 2022.
paper / project
Improving Compositional Generalization in Classification Tasks via Structure Annotations
Juyong Kim, Pradeep Ravikumar, Joshua Ainslie, and Santiago Ontañón
Proceedings of the Association for Computational Linguistics (ACL, Short Paper), 2021.
paper / project
Improved Clinical Abbreviation Expansion via Non-Sense-Based Approaches
Juyong Kim, Linyuan Gong, Justin Khim, Jeremy C. Weiss, and Pradeep Ravikumar
Machine Learning for Health (ML4H) NeurIPS Workshop, 2020.
paper / project

@ Vision & Learning Lab in SNU


SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization
Juyong Kim, Yookoon Park, Gunhee Kim, and Sung Ju Hwang
International Conference on Machine Learning (ICML), 2017.
paper / project
Taxonomy-Regularized Semantic Deep Convolutional Neural Networks
Wonjoon Goo, Juyong Kim, Gunhee Kim, and Sung Ju Hwang
European Conference on Computer Vision (ECCV), 2016.
paper / project

@ CPSLab in SNU


Actionable Topological Mapping for Navigation Using Nearby Objects
J. Kim, Juyong Kim, S. You, Y. Oh, and S. Oh
IEEE International Conference on Automation Science and Engineering (CASE), 2012.
paper / video

Development Experience @ IR-Link, Seoul, Korea


Movote(Mobile Voting System)
Online voting system accessible using a variety of devices
developed with the Spring MVC Framework 3.0
website(Korean)

Awards


ILJU Overseas Ph.D. scholarship
Funded by ILJU Academy and Culture Foundation
Supporting outstanding PhD students studying abroad(Aug. 2018 - Present)
Hyundai Motor Chung Mong-Goo Scholarship
Funded by Hyundai Motor Chung Mong-Goo Foundation
Full tuition & fees during my Master’s degree program(Mar. 2016 - Present)
Silver Prize in 25th Global Software Contest Exhibit
Hosted by Ministry of Science ICT and Future Planning, Korea
Mobile Voting Service (MVS - Korean)
National Science and Engineering Scholarship
Funded by Korea Student Aid Foundation
Full tuition & fees during my college life(Mar. 2008 – Feb. 2015)

Last update: February 22, 2018