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JEONG-YOON LEE, MS
- 1540 Alcazar St. CHP G30, BKN Dept., Los Angeles CA 90501
- +1-(323)442-1270
- jeongyol_at_usc.edu, ethielee_at_gmail.com
- http://jeongyoon.com
OBJECTIVE
- To understand fundamental mechanisms of human learning systems
- To find intelligent machine learning algorithms
- To apply human/machine learning algorithms in various fields
RESEARCH INTERESTS
- Computational Models of Human Learning (keywords: motor adaptation, skill learning, decision making, generalization)
- Competitive Algorithms for Machine Learning (keywords: reinforcement learning, recurrent neural networks, Gaussian process, Bayesian filtering, optimal control)
EDUCATION
- University of Southern California, USA
- PhD Candidate in Computer Science (Aug. 2006 – Present)
- MS in Electrical Engineering (Aug. 2005 – Aug. 2007)
- Advised by Nicolas Schweighofer, PhD
- Seoul National University, Korea
- BS in Electrical Engineering (Mar. 1997- June 2000, Mar. 2004- Feb. 2005)
- Advised by Seongsoo Hong, PhD
RESEARCH EXPERIENCE
- Computational Neuro-Rehabilitation & Learning Lab. at University of Southern California, USA
- Research Assistant (Aug. 2005 – Present)
- Working on computational models of motor learning and decision making
- Advised by Nicolas Schweighofer, PhD
- Integrated Theoretical Neuroscience Lab. at RIKEN Brain Science Institute, Japan
- Summer Research Intern (July 2009 - Aug. 2009)
- Worked on computational models of Dopamine systems (Reinforcement Learning)
- Advised by Hiroyuki Nakahara, PhD
- Automation & Systems Research Institute at Seoul National University, Korea
- Research Assistant (Jan. 2005 – July 2005)
- Developed self-reconfigurable robots with ETRI (Korean Government Project)
- Advised by Seongsoo Hong, PhD
PUBLICATIONS
- Research Articles
- Lee, J.-Y. and Schweighofer, N. (2010); Computational models of motor adaptation, (in preparation, invited review)
- Schweighofer, N., Lee, J.-Y., Lee, J., Choi, Y., Goh, H.-T., Kim, S., Stewart, J.C., Lewthwaite, R. and Winstein, C.J. (2010); Short-term memory may underlie the contextual interference effect in motor learning: supporting evidence from computer simulations and individuals post-stroke, (under review)
- Lee, J.-Y. and Schweighofer, N. (2009); Dual-adaptation supports a parallel architecture of motor memory, The Journal of Neuroscience 29(33):10396-10404
- Conference Proceedings and Abstracts
- Lee, J.-Y. and Schweighofer, N. (2010); Simultaneous practices, rather than sequential practices, of multiple tasks facilitate long-term retention of motor memory in patients with stroke, Society for Neural Control of Movement, Naples, Florida, in-press
- Kim, S., Lee, J.-Y. and Schweighofer, N. (2010); In search of the optimal schedule for multi-task motor adaptation, Society for Neural Control of Movement, Naples, Florida, in-press
- Lee, J.-Y. and Schweighofer, N. (2009); Development of resistance to interference in dual adaptation: experimental evidence and computational insights, Society for Neural Control of Movement, Waikoloa, Hawaii, Abstract C.10
- Schweighofer, N., Kim, D., Lee, J.-Y., and Choi, Y. (2008); Learning model-based adaptive task schedules enhance motor adaptation, Society for Neuroscience, Washington, DC, Abstract 854.15/EE28
- Chen, S.-Y., Han, C.E., Parikh, N., Lee, J., Lee, J.-Y., Xu, E., Winstein, C.J., and Schweighofer, N. (2008); BART: a novel instrument to measure spontaneous arm use in patients after stroke, Society for Neuroscience, Washington, DC, Abstract i276.14/KK24
- Lee, J.-Y., and Schweighofer, N. (2007); A parallel model of motor learning, Society for Neuroscience, San Diego California, Abstract 508.3
- Patents
- Kim, J., Lee, J.-Y., and Kim, Y. (2003); Device for Sending Data Using Multi-Tunneled VPN Gateway, Korean Intellectual Property Office, Korea, IPC Code: H04L 12/66
- Published Translations (English to Korean)
- Shin, J., and Lee, J.-Y. of Boling, D. (2007); Programming Windows Embedded CE 6.0 Developer Reference, 4th Ed, Microsoft Press
TEACHING EXPERIENCE
- Teaching Assistant at University of Southern California
- BKN 569 - Fundamentals of Neuroscience
- CSCI 571 - Web Technologies (Java, Java Script, Perl, XML, Ajax)
- CSCI 561 - Foundation of Artificial Intelligence (Machine Learning, Knowledge Bases)
- CSCI 545 - Robotics
- CSCI 455 - Introduction to Programming Systems Design (C++)
- CSCI 201 - Principles of Software Development (Java, Subversion) : led programming labs
- CSCI 105 - Object Oriented Programming (Java) : led programming labs
- CSCI 102 – Data Structure (C++, Unix, Ddd) : led programming labs
- Guest Instructor at University of Southern California
- BKN 618L - Modeling the Motor System : gave a MATLAB programming style tutorial
WORK EXPERIENCE
- Ulsan Robotics, Korea
- Co-Founder (May 2010 - Present)
- Awarded KRW 140 million (~USD 126,000) grant from the Korea Government
- Won KRW 86 million (~USD 78,000) Android app development projects
- Korea Telecom, Korea
- Intern (June 2006 - July 2006)
- Analyzed global IT trends and proposed R&D strategies
- Accenture, Korea
- Intern (Aug. 2004 - Sep. 2004)
- Worked on a system integration project for MetLife Hong Kong
- Samsung Electronics, Korea
- Co-Education Program (July 2004), Intern (May 2006)
- Designed W-CDMA/UTMS wireless communication systems
- Oullim Information Technology, Inc., Korea
- Research Engineer (Aug. 2001 - Dec. 2003)
- Developed VPN devices based on IPsec/IKE and PKI systems
- As part of alternative military service
- Security Technologies, Inc., Korea
- Research Engineer (Sep. 2000 - July 2001)
- Developed VPN devices based on IPsec/IKE
- As part of alternative military service
HONORS
- Scholarship for Overseas Study from Korean Government (Aug. 2005 – May. 2007)
- Graduate Assistantship for Research and Teaching from USC (Sep. 2006 - Present)
EXTRACURRICULAR ACTIVITIES
- Korean Graduate Student Association: Vice President (Apr. 2008 - May 2009)
- USC CS/EE Korean Christian Association: Founding Member
SKILLS
- Korean, C/C++, MATLAB, Java, Perl, Python, HTML, OpenGL, QT, CORBA, LaTeX, SPSS, UNIX(Solaris, HP-UX, Irix, SGI), Linux, OSX, Windows, Android 2.x, Vim, Brain Voyager, Subversion(SVN)/CVS, Web Design