로봇공학과 이영문
Youngmoon Lee | Assistant Professor
Robotics Department (Jointly Applied AI, Smart City)
RAISE Lab (실시간 인공지능 연구실)
Hanyang University ERICA
5th Engineering Building 514(Office) 526(Lab)
youngmoonlee@hanyang.ac.kr
📖 GoogleScholar DBLP 🗎 CV(EN) CV(KO)
News
2021-12-07 Real-Time DNN Split presented in DAC2021
2021-09-30 Saeed appointed as Lecturer@University of Derby
Congratulations Saeed!2021-09-13 Jawad's IHFSSA was accepted to IEEE Access,
Congratulations Jawad!2021-08-13 Awarded Grant for Grad School Lab Startup
2021-05-01 Awarded Grant for Shared AI Robotics Center
2021-04-01 A poster (DNN Split) was accepted to DAC2021
2021-03-01 BaT was invited to GetMobile
2021-02-04 Thermal Utilization Bound presented in DATE2021
2021-01-01 Hojun, Yuhyun Seunghwan, Donghyun joined
Group
Graduate Students
Hojun Choi
Seunghwan Lee
Donghyun Kwon
Yuhyun Kim
Niaz AhmadResearch Scientists/ Postdoctoral Fellows
Jawad KhanVisiting Scholars
Alums
Saeed Ullah, Lecturer
@University of Derby, UK
News-Archive
2020-11-13 Therma Utilization Bound accepted to DATE2021
2020-11-01 Awarded Research Grant for 360VR 3D Scanner
2020-10-08 DriverAuthentication accepted to UbiComp2021
2020-09-16 BatteryThermometer presented in UbiComp2020.
2020-08-07 Awarded Grant for
BK21 Smart City2020-06-17 Phone shutoffs (BPM) presented in MobiSys2020.
2020-06-01 Awarded Grant for Grand ICT Research Center
2020-05-20 Awarded Research Grant for Smart Factor
2020-05-01 BPM accepted to MobiSys2020
2020-03-20 Awarded Research Grant for Embedded AI Research
2020-03-02 Joined Hanyang University
2020-02-23 Our battery scheduling paper accepted to TPDS2020
2020-01-17 BaT accepted to UbiComp2020
I am an assistant professor in Robotics department at Hanyang University, where I lead RAISE Lab. RAISE Lab tackles challenges in Real-time AI Systems Engineerig (RAISE) such as autonomous cars, drones, robots, and smart homes/cities.
In the past, I tackled physical challenges in computing such as thermal and battery management in the real-world environment. I received Ph. D in Computer Science and Engineering at the University of Michigan. I graduated from Seoul National University.I served as a Korean International Volunteer in Rwanda for 2 years speaking Kinyarwanda and French.
I am looking for Research Professor/Postdocs motivated to solve problems in robotics, autonomous cars, drones. Please send me your CV or Linkedin.
Research
Real-Time AI, Autonomous Driving, Robotics
TrackFocus() Joint Pose/Segmentation() Real-Time Vision (DAC'21) RT-TAS (EMSOFT'19) RT-TRM (EMSOFT'18, DATE '21)Electric Vehicles, Battery Management, CPS
BPM (MobiSys'20, ICCPS'19) BAuth(UbiComp'21) BaT (UbiComp'20) Battery Scheduling (RTSS'16, TPDS'20)
Big Data, Cloud Computing
Sentiment Analysis (Access'21) Resilient Remote Memory (arXiv'19) Infiniswap (NSDI'17) RDMA Isolation (KBNets'17)
Teaching
While AI has become a winning paradigm in cyberspace, our goal is to realize state-of-the-art AI in physical space. In the robotics department, we view robots as physically embodied AI agents and foster expertise in AI, Robotics, Control, Real-Time Computing, and Cyber-Physical Systems.
2021 Fall Robot Vision Systems
2021 Spring Artificial Intelligence Computer Systems
2020 Fall Digital Signal Processing
2020 Spring Artificial Intelligence Computer Systems
Grants
Grad School Lab Startup Program, Ministry of Education (2021.5~)
Shared AI-Robotics Education (SHARE) Center, Ministry of Education (2021. 5~)
Applied Artificial Intelligence Center, Ministry of Education (2020.9~)
BK21 Research and Educational Grant for Smart City, Ministry of Education (2020.9~)
Research Grant for Grand ICT Research Center, Ministry of Science and ICT (2020.6~)
Smart Manufacturing Talent Training Program, KIAT(2020.5~2021)
Career
2020~ Assistant Professor @ Hanyang University, Korea
2016 Research Engineer @ General Motors R&D, USA
2014 Software Engineer @ SAP Labs, Korea
2013 Hardware Engineer @ Samsung Mobile, Korea
2013 Researcher @ École des Mines de Saint-Étienne, France
2012 Researcher @ University of Surrey, United Kingdom
2012 Researcher @ National University of Singapore
2009 Korea International Volunteer @ Ruhengeri Science School, Rwanda
Award
National Graduate Fellowship, Korean Institute of International Education (국비유학) 2014
Graduate Fellowship, University of Michigan 2014
Outstanding Teaching Assistant Award, Seoul National University 2012
Global Leadership Award, Singapore Ministry of Manpower 2012
Publications
Conference Papers
Thermal-Aware Design and Management of Embedded Real-Time Systems
Youngmoon Lee
Design, Automation and Test in Europe Conference, Grenoble, France, 2021 (DATE 2021)Authenticating Drivers Using Automotive Batteries
Liang He, Dongyao Chen, Youngmoon Lee, Yuanchao Shu, Kang G. Shin
ACM International Joint Conference on Pervasive and Ubiquitous Computing, All Over the World, 2021 (UbiComp 2021)Causes and Fixes of Unexpected Phone Shutoffs [Presentation]
Youngmoon Lee, Liang He, Kang G. Shin
ACM International Conference on Mobile Systems, Application and Services, Toronto, Canada, 2020 (MobiSys 2020)
Mobile Device Batteries as Thermometers
Liang He, Youngmoon Lee, Kang G. Shin
ACM International Joint Conference on Pervasive and Ubiquitous Computing, Cancun, Mexico, 2020 (UbiComp 2020)
Thermal-Aware Scheduling for Integrated CPUs–GPU Platforms
Youngmoon Lee, Hoon Sung Chwa, Kang G. Shin
ACM Conference on Embedded Software, New York, USA, 2019 (EMSOFT 2019)
Environment-Aware Estimation of Battery State-of-Charge for Mobile Devices
Liang He, Youngmoon Lee, Eugene Kim, Kang G. Shin
ACM/IEEE International Conference on Cyber-Physical Systems, Montreal, Canada, 2019 (ICCPS 2019)
Thermal-Aware Resource Management for Embedded Real-Time Systems
Youngmoon. Lee, Hoon Sung Chwa, Kang G. Shin, Shige Wang
ACM Conference on Embedded Software, Torino, Italy, 2018 (EMSOFT 2018)
Efficient Thermoelectric Cooling for Mobile Devices
Youngmoon Lee, Eugene Kim, Kang G. Shin
IEEE International Symposium on Low Power Electronics and Design, Taipei, Taiwan, 2017 (ISLPED 2017)
Efficient Memory Disaggregation with Infiniswap
Juncheng Gu, Youngmoon Lee, Yiwen Zhang, Mosharaf Chowdhury, Kang G. Shin
USENIX Symposium on Networked Systems Design and Implementation, Boston, USA, 2017 (NSDI 2017)
Offline Guarantee and Online Management of Power Demand and Supply in Cyber-Physical Systems
Eugene Kim, Jinkyu Lee, Liang He, Youngmoon Lee, Kang G. Shin
IEEE Real-Time Systems Symposium , Porto, Portugal, 2016 (RTSS 2016)
Journal Articles
Intelligent Hybrid Feature Selection forTextual Sentiment Classification
Jawad Khan, Aftab Alam, Youngmoon Lee
IEEE Access, 2021 (ACCESS 2021)Authenticating Drivers Using Automotive Batteries
Liang He, Dongyao Chen, Youngmoon Lee, Yuanchao Shu, Kang G. Shin
ACM Proceedings on Interactive Mobile Wearable Ubiquitous Technology, 4(4), 2020 (IMWUT 2020)Power Guarantee for Electric Systems Using Real-Time Scheduling
Eugene Kim, Youngmoon Lee, Liang He, Kang G. Shin, Jinkyu Lee
IEEE Transactions on Parallel and Distributed Systems , 31(8), 2020 (TPDS 2020)
Mobile Device Batteries as Thermometers
Liang He, Youngmoon Lee, Kang G. Shin
ACM Proceedings on Interactive Mobile Wearable Ubiquitous Technology, 4(1), 2020 (IMWUT 2020)
Thermal-Aware Scheduling for Integrated CPUs–GPU Platforms
Youngmoon Lee, Hoon Sung Chwa, Kang G. Shin
ACM Transactions on Embedded Computing Systems, 18(5s), 2019 (TECS 2019)
Thermal-aware Resource Management for Embedded Real-time Systems
Youngmoon Lee, Hoon sung Chwa, Kang. G. Shin, Shige Wang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 37(11), 2018 (TCAD 2018)
Invited Papers
Mobile Device Batteries as Thermometers
Liang He, Youngmoon Lee, Kang G. Shin
GetMobile: Mobile Computing and Communications 2021 (GetMobile 2021)Decentralized Memory Disaggregation Over Low-Latency Networks
Juncheng Gu, Youngmoon Lee, Yiwen Zhang, Mosharaf Chowdhury, Kang G. Shin
USENIX login, Vol. 42, No. 4 , Winter 2017 (USENIX ;login: 2017)
Workshop Papers / Posters
Efficient Real-Time Object Detection with Adaptive Image Scaling and Cropping
Siwoo Chung, Woosung Kang, Youngmoon Lee, Kilho Lee, Kang G. Shin and Hoon Sung Chwa
Design Automation Conference 2021 (DAC 2021)Performance Isolation Anomalies in RDMA
Yiwen Zhang, Juncheng Gu, Youngmooon Lee, Mosharaf Chowdhury, Kang G. Shin
ACM SIGCOMM Conference Kernel-Bypass Networks 2017 (Workshop SIGCOMM 2017)
Technical Reports / Preprints
Mitigating the Performance-Efficiency Tradeoff in Resilient Memory Disaggregation
Youngmoon Lee , Hasan Al Maruf , Mosharaf Chowdhury , Asaf Cidon§, Kang G. Shin
arXiv preprint arXiv:1910.09727
Theses
Thermal and QoS-Aware Embedded Systems
Youngmoon Lee
Doctoral Dissertation, University of Michigan Ann Arbor 2019
Machine Learning and GPU Acceleration based on Neural Network for Pedestrian Detection
Youngmoon Lee
Bachelor's Thesis, Seoul National University 2014