KAIST Institute for Health Science and Technology
KAIST (Korea Advanced Institute of Science and Technology), KR
jeehang at kaist dot ac dot kr
JeeHang is a research assistant professor (2019- ) in the Department of Bio and Brain Engineering, KAIST, KR. He is closely working with Prof. Sang Wan Lee in the Laboratory for Brain and Machine Intelligence. His research interests include reasoning and decision making based upon brain-inspired artificial intelligence.
He was a KI HST postdoc fellow (2017-2018) awarded by KAIST, KR. Before joining KAIST, he was a Research Associate working on ENLITEN (EP/K002724/1) at University of Bath, UK (2015-2016) where he was a winner of Recognising Execellence Scheme 2015 awarded by the university. He received his Ph.D. in AI from University of Bath in 2015, under the supervision of Dr. Julian A. Padget and Dr. Joanna J. Bryson. His Ph.D. research was supported by University Research Scholarship. Prior to his Ph.D. studies, he was a Senior Engineer at Samsung Electronics (2005-2010), and Researcher at Hangul & Computer Inc (2000-2005).
J. Lee*, B. Seymour*+, J. Z. Leibo, S. An, S. W. Lee+
"Towards High Performance, Memory Efficient, and Fast Reinforcement Learning : Lessons from Decision Neuroscience"
Science Robotics, Volume 4 Issue 26, 2019 (*Co-first author)
Y. Oh, Y. Shin, J. Lee, J. Kim
"A Study on Interaction Design of Companion Robots Based on Emotional State"
Journal of Digital Contents Society, Volume 18 No. 7, Pages 1293-1301, 2017 (written in Korean)
S. Choi, W. Lee, H. Kim, J. Won, J. Lee, Y. Lee, J. Kim
"The Effects of Virtual Competitors on AR (Augmented Reality) Home Training System: Focusing on Immersion, Perceived Competition, and Learning Motivation"
Science of Emotion and Sensibility, Volume 20 No. 3, Pages 119-130, 2017 (written in Korean)
N. Mogles, I. Walker, A. P. Gonzalez, J. Lee, S. Natarajan, J. Padget, E. Gabe-Thomas, T. Lovett, G. Ren, S. Hyniewska, D. Coley
"How Smart Do Smart Meters Need to Be?"
Building and Environment, Volume 125, Pages 439-450, 2017
N. Mogles, J. Padget, E. Gabe-Thomas, I. Walker, J. Lee
"A Computational Model for Designing Energy Behaviour Change Interventions"
User Modeling and User-Adapted Interaction (UMUAI), 2017
W. Li, C. Yang, J. Lee, G. Ren, D. Cosker
"Blur Robust Optical Flow using Motion Channel."
Neurocomputing, Volume 220, Pages 170-180, DOI:http://dx.doi.org/10.1016/j.neucom.2016.03.105, 2017
M. Vellei, A. P. Ramallo-Gonz´alez, D. Coley, J. Lee, E. Thomas, T. Lovett, S. Natarajan
"Overheating in vulnerable and non-vulnerable households"
Building Research and Information, Volume 45, Pages 102-118, doi:http://dx.doi.org/10.1080/09613218.2016.1222190, 2017
T. Lovett, J. Lee*, E. Gabe-Thomas, S. Natarajan, M. Brown, J. Padget
"Designing Sensor Sets for Capturing Energy Events in Buildings."
Building and Environment, Volume 110, Pages 11-22, DOI:http://dx.doi.org/10.1016/j.buildenv.2016.09.004, 2016 (*Corresponding author)
"Event: Autonomous Agents and Multi-Agent Systems 2014"
AISB Quarterly, No. 141, pp. 13-16, Artificial Intelligence and Simulation of Behaviour, 2015
J. Lee, J. Padget, B. Logan, D. Dybalova, N. Alechina
"N-Jason: Run-Time Norm Compliance in AgentSpeak(L)"
In Engineering Multi-Agent Systems, pp. 367-387. Springer International Publishing, LNCS 8758, 2014.
J. Lee, T. Li, J. Padget
"Towards Polite Virtual Agents using Social Reasoning Techniques."
Computer Animation and Virtual Worlds, 24.3-4: 335-343, DOI:10.1002/cav.1517, 2013
J. Lee, V. Baines, J. Padget
"Decoupling Cognitive Agents and Virtual Environments."
F. Dignum; C. Brom.; K. Hindriks; M. Beer & D. Richards. (Eds.) Cognitive Agents for Virtual Environments, Springer Berlin Heidelberg, LNCS 7764, 17-36, 2013.
Peer Reviewed Proceedings
J. Kralik, J. Lee, P. Rosenbloom, P. Jackson, S. Epstein, O. Romero, R. Sanz, O. Larue, H. Schmidtke, S.W. Lee, K. Mcgreggor
"Metacognition for a Common Model of Cognition"
AAAI 2018 Fall Symposium, Virginia, USA, 2018
S. Yi, J. Lee, C. Lee, J. Kim, S. An, S.W. Lee
"A Competitive Path to Build Artificial Football Agents for AI Worldcup"
IEEE/IEIE International Conference on Consumer Electronics (ICCE) Asia, Korea, 2018
J. Lee, S.W. Lee, J. Padget
"Using Social Reasoning Framework to Guide Normative Behaviour of Intelligent Virtual Agents"
IEEE International Conference on Systems, Man, and Cybernetics (SMC 2018), Japan, 2018
A. Tortay*, J. Lee*, C.H. Lee, S.W. Lee
"Automated Knowledge Base Completion Using Collaborative Filtering and Deep Reinforcement Learning"
IEEE International Conference on Systems, Man, and Cybernetics (SMC 2018), Japan, 2018 (*Co-first author)
S. Lee, J. Lee, S.W. Lee
"Maximally separating and correlating model-based and model-free reinforcement learning"
Computational and Systems Neuroscience (Cosyne 2018), Denver, USA, 2018
K. Jeong, J. Sung, H. Lee, C. Park, Y. Jeong, J. Lee, J. Kim
"Fribo: A Social Networking Robot for Increasing Social Connectedness through Sharing Daily Home Activities from Living Noise Data"
The 13th Annual ACM/IEEE International Conference on Human Robot Interaction (HRI 2018), Chicago, USA, 2018 (Best Paper Award)
H. Kim, B. Kim, J. Lee, J. Kim
"Hey, Wake Up: Come Along with the Artificial Learning Companion to the e-Learner's Outcomes High!"
The ACM CHI Conference on Human Factors in Computing Systems (CHI 2017), Denver, USA, May 2017
M. Vellei, A. P. Ramallo-Gonz´alez, D. Kaleli, J. Lee, S. Natarajan
"Investigating the Overheating Risk in Refurbished Social Housing"
9th Windsor Conference: Making Comfort Relevant, Network for Comfort and Energy Use in Buildings, UK, 2016
J. Lee, J. Padget, B. Logan, D. Dybalova, N. Alechina
"Run-Time Norm Compliance in BDI Agents"
In Proceedings of the international conference on Autonomous agents and multi-agent systems (AAMAS 2014), International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2014.
W. Li, C. Yang, J. Lee, D. Cosker
"Robust Optical Flow against Camera Motion Blur using RGB-Motion Imaging and Directional Filters."
In Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV 2014), 2014. (Best Student Paper)
J. Lee, T. Li, M. De Vos, J. Padget
"Governing Intelligent Virtual Agent Behaviour with Norms."
In Proceedings of the international conference on Autonomous agents and multi-agent systems (AAMAS 2013), International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2013.
**All source codes of my work are available on my project repository.
K. Jeong, A. Kim, H. Kim, J. Lee, J. Kim
"Home Social Robots Sharing Indoor Activities with Friends: A Field Study"
IEEE International Conference on Robotics and Automation (ICRA 2017, Late Breaking Result Abstracts), Singapore, 2017
J. Lee, A.P. Ramallo-Gonzalez, N, Mogles, E. Gabe-Thomas, G. Ren, S. Natarajan, J. Padget, I. Walker, D. Coley, B. Biri, C. Woollacott
"Intelligent Home Energy Feedback for Occupant Energy Literacy"
Reducing Energy Demand with Smart Buildings. KTN, TEDDINET, Innovate UK conference, London, UK, 2015
J. Lee, D. Kum, S. Kwon, S. Han, D. Sohn
"Apparatus and Method for 3D Packet Scale Down with Proxy Server in Mobile Environment."
U.S. Patent 12/583,303, 2009
"MOT7012-01 Experience Engineering", Autumn 2016, Yonsei University, KR
: Topics include "Data Science and AI", "Machine Learning Basics", "Information Based Learning - Decision Tree", "Similarity Based Learning - Nearest Neighbor", "Probability Based Learning Algorithms - Naive Bayes", "Error Based Learning - Support Vector Machine", "Evaluation", "Deep Learning with Neural Networks using TensorFlow"
: MSc/Ph.D. course, given in Korean
"CM40212 Internet Technology", Autumn 2015, 2014, 2013, 2012, University of Bath, UK
: Topics include "Protocols", "Data Representation and Presentation", "Data and Control", "Software Engineering and Web Architecture", "Semantic Web" and "Coursework 2: Programming assignments - XMPP Applications"
: MSc course, given in English
Honors and Awards
- Winner of KI PostDoc Fellowship, KAIST Institute, KAIST, 2017
- Winner of Recognising Excellence Scheme, University of Bath, 2015
- Winner of AAMAS Student Scholarship, Autonomous Agents and Multi-Agent Systems, 2014
- Winner of AISB Travel Award, Artificial Intelligence and Simulation of Behaviour (AISB), UK, 2014
- Best Student Paper, Winter Conference on Applications of Computer Vision (WACV'14), USA, 2014
- Winner of University Research Scholarship (up to 10 a year), University of Bath, UK, 2011 - 2014
- Award for Contributors in HWP R&D, Haansoft Inc., KR, 2005, 2002
- Winner of Scholarship for High Honors (up to 2 in the university a year), LG Yeon-Am Foundation, KR, 1996 - 1999
- Overseas University Visiting Program for High Honors, KyuShu University, Japan, 1996
HCI Lab and HAII Inc. (with Prof. JinWoo Kim),
Yonsei University, KR, 2016-present
: AI-based Companion Technology, AI Director
Centre for Sustainable Buildings,
Yonsei University, KR, 2016-present
: AI-based Building Energy Analysis on IoT
- EDen (with Dr. Sukumar Natarajan), University of Bath, UK, 2016-present
Agent Group (with Dr. Brian Logan, Dr. Natasha Alechina), The University of Nottingham, UK, Jun 2013
- 18th International Conference on Autonomous Agents and Mutiagent Systems (AAMAS 2019), Canada, May 2019
- IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2018), Japan, Oct 2018
- Building and Environment, 2018
- 17th International Conference on Autonomous Agents and Mutiagent Systems (AAMAS 2018), Sweden, Jul 2018
- The 5th International Conference on Robot Intelligence Technology and Applications, Daejeon, Dec 2017
- International Journal of Applied Energy, Sep, 2017
- Coordination, Organizations, Institutions and Norms at 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017), Brazil, May 2017
- 16th International Conference on Autonomous Agents and Mutiagent Systems (AAMAS 2017), Brazil, May 2017
- International Journal of Artificial Intelligence Review (AIRE), 2016, 2017
- Coordination, Organizations, Institutions and Norms at the European Conference on Artificial Intelligence 2016 (ECAI 2016), Netherland, Aug 2016
- 15th International Conference on Autonomous Agents and Mutiagent Systems (AAMAS 2016), Singapore, May 2016
International Journal of Structural and Multidisciplinary Optimization, Aug 2015
24th International Joint Conference on Artificial Intelligence (IJCAI 15), Jul 2015
- 15th European Agent Systems Summer School (EASSS 2013) Student Session, UK, Jul 2013
Advanced Course on AI (ACAI 2013) Student Session, UK, Jul 2013