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

Curriculum Vitae(PDF)
Email : juyongk at andrew.cmu.edu

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

Research Experience

@ 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

Exploration Robot for Object Recognition
Juyong Kim
Graduation Project, ECE SNU, 2011.
paper(Korean) / 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)

Digit Speech Recognition Project
Speech recognition project on Korean digits
developed customizing Julius(open source speech recognition engine)
demo(x32 executable)

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)