I am an assistant professor in Robotics department at Hanyang University, where I lead RAISE Lab.
We tackle 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 EECS, Seoul National University.
I served as a Korea International Cooperation Agent (KOICA) in Rwanda for 2 years speaking Kinyarwanda and French.

I am looking for Research Professor/Postdocs motivated to solve problems in AI, Systems, Robotics, Autonomous Cars, Drones.
Here is Postdoctoral Fellowship information. Please send me your CV or Linkedin.

Publication
[Google Scholar] [DBLP]
Conference Papers

• DNN-SAM: Split-and-Merge DNN Execution for Real-Time Object Detection
  Woosung Kang, Siwoo Jung, Yuhyun Kim, Youngmoon Lee, Kilho Lee, Jinkyu Lee, Kang G. Shin, Hoon Sung Chwa
  IEEE Real-Time and Embedded Technology and Applications Symposium, Milano, Italy (RTAS2022)

• Joint Human Pose Estimation and Instance Segmentation with PosePlusSeg [Code]
  Niaz Ahmad, Jawad Khan, Jeremy Yuhyun Kim, Youngmoon Lee
  AAAI Conference on Artificial Intelligence, Vancouver, Canada, 2022 (AAAI 2022)

• Hydra: Resiliency on Fast and Highly Available Remote Memory [Code]
  Youngmoon Lee*, Hasan Al Maruf*, Mosharaf Chowdhury, Asaf Cidon, Kang G. Shin
  USENIX Conference on File and Storage Technologies, Santa Clara, USA, 2022 (FAST 2022)

• 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 [Poster]
  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