JeongGil Ko, Ph.D.
Associate Professor, School of Integrated Technology, College of Computing
Associate Professor (Adjunct), Department of Biomedical Systems Informatics, College of Medicine
Associate Professor (Adjunct), Intelligent Semiconductor Technology Major, College of Computing
Sustainable Development Fellow Professor, Institute for Global Engagement and Empowerment
Associate Vice President for Information and Communications
Yonsei University, Seoul Korea
Adjunct Professor, Graduate School of Artificial Intelligence, POSTECH, Pohang, Korea
고 정 길
연세대학교 인공지능융합대학 IT융합공학과 부교수
연세대학교 의과대학 의생명시스템정보학과 겸임교수
연세대학교 정보통신부처장
포항공과대학교 인공지능대학원 겸직교수
CV: Link (last updated: Feb 21, 2022)
Please visit our research group's website [Embedded Intelligent Systems Lab] for up-to-date information on me and my group's research.
I am always searching for talented and enthusiastic students to work with! Feel free to contact me if you are interested in embedded and intelligent computing systems research. Before you do so, please take a look at my specific research areas and publications. Preference will be given to students with strong programming skills and some level of knowledge in embedded systems and/or machine learning. I currently have open positions for Postdocs, Ph.D., masters degree students and undergraduate research students. Note: If you are wishing to pursue a graduate degree, contacting me will not assure you admission to the Yonsei University graduate program.
Bio:
JeongGil Ko is an associate professor in the School of Integrated Technology, College of Computing and the Department of Biomedical Systems Informatics, College of Medicine, and serves as the Associate Vice President for Information and Communications at Yonsei University. He is also affiliated with the Pohang University of Science and Technology (POSTECH) as an adjunct professor at the Graduate School of Artificial Intelligence. JeongGil received his B.Eng. in Computer Science and Engineering from Korea University (2007) and received his Ph.D. in Computer Science from the Johns Hopkins University (2012). He was at the Department of Computer Science, Stanford University as a visiting researcher (2010) and was a senior researcher at the Electronics and Telecommunications Research Institute (2012-2015). Prior to joining Yonsei, JeongGil was an assistant professor at the Department of Software and Computer Engineering at Ajou University (2015-2019). He is a recipient of the Abel Wolman Fellowship awarded by the Whiting School of Engineering at the Johns Hopkins University and a senior member of the IEEE. JeongGil has served on the program committee for many top conferences in the mobile and ubiquitous computing field (ACM MobiCom, MobiSys, SenSys, IEEE PerCom in particular), was the program chair for ACM UbiComp 2022, is an associate editor for renown academic journals including PACM IMWUT and IEEE TMC, and will serve as the general co-chair for ACM MobiSys 2024. His research interests are in the general area of developing mobile/embedded sensing systems with ambient intelligence and systems-related topics for enabling efficient XR applications.
Research Interests:
Mobile and ubiquitous computing systems
Mobile and embedded sensing-based machine learning system design
Deep learning model compression and optimization for mobile and embedded platforms
Mobile VR/AR system optimization
Healthcare applications using mobile and embedded sensing systems
Education:
Ph.D., 2012, Department of Computer Science, Johns Hopkins University, Baltimore, Maryland.
Dissertation: Designing a Low-power Mobile Sensing System for Wireless Healthcare Applications
Advisor: Dr. Andreas Terzis
B.Eng., 2007, Department of Computer Science and Engineering, Korea University, Seoul, Korea.
Research Experience / Employment History:
Associate Professor (Sep 2021 - Current), School of Integrated Technology, College of Computing, Yonsei University, Seoul, Korea
Associate Professor (Adjunct) (Mar 2022 - Current), Department of Biomedical Systems and Informatics, College of Medicine, Yonsei University, Seoul, Korea
Associate Professor (Adjunct) (Sep 2023 - Current), Major in Intelligent Semiconductor Technology, College of Computing, Yonsei University, Seoul, Korea
Associate Vice President for Information and Communications (Mar 2022 - Current), Office of Information and Communications, Yonsei University, Seoul, Korea
Adjunct Professor (Sep 2023 - Current), Graduate School of Artificial Intelligence, Pohang University of Science and Technology (POSTECH), Pohang, Korea
Assistant Professor (Sep 2019 - Aug 2021), School of Integrated Technology, College of Engineering, Yonsei University, Seoul, Korea
Assistant Professor (Sep 2015 - Aug 2019), Department of Software and Computer Engineering, College of Information Technology, Ajou University, Suwon, Korea
Adjunct Professor (Apr 2016 - Aug 2019), Department of Biomedical Informatics, School of Medicine, Ajou University, Suwon, Korea
Senior Researcher (Jun 2012 - Aug 2015), Electronics and Telecommunications Research Institute (ETRI), Daejeon, Korea
Visiting Researcher (Jan 2010 - Apr 2010), Stanford Information Networks Group, Stanford University, Stanford, CA
Graduate Research Assistant (Sep 2007 - Apr 2012), Hopkins interNetworking Research Group, Johns Hopkins University, Baltimore, MD
Undergraduate Research Intern (Dec 2005 - Feb 2007), Wireless Data Communications Lab, Korea University, Seoul, Korea
Research Community Services:
Technical Program Committee (TPC):
2024: AAAI, IEEE PerCom, ACM CSCW (Associtate Chair), IEEE DCOSS-IoT
2023: AAAI, ACM SenSys, IEEE PerCom, ACM CSCW (Associate Chair), WWW, IEEE SECON, IEEE DCOSS-IoT, EWSN, SmartComp
2022: ACM MobiCom, ACM SenSys, IEEE PerCom, ACM UbiComp (Technical Program Chair), IEEE MASS (Systems and Applications Track Chair), IEEE SECON, EWSN, IEEE/ACM CHASE, SmartComp
2021: ACM SenSys, ACM/IEEE IPSN, ACM CSCW (Associate Chair), IEEE SECON, IEEE MASS, EWSN, ICOIN, IEEE PerHealth, WellComp (Co-Chair)
2020: IEEE COMSNETS (PC Co-chair), ACM SenSys, IEEE SECON, IEEE ICDCS, IEEE WCNC, ICOIN, ICTC, WellComp (Co-Chair)
2019: ACM MobiSys, ACM Digital Public Health, IEEE BSN, WellComp (Co-Chair), EarComp, ICTC
2018: ACM MobiSys (ERC), EWSN, IEEE ICDCS, IEEE ICII, IEEE DCOSS, IEEE ICCCN, ACM Digital Health, IEEE MiSeNet, CitiFog, WellComp (Co-Chair)
2017: ACM MobiSys (ERC), ACM SenSys (EPC), ACM HotMobile , IEEE INFOCOM, EWSN, ICCCN, IEEE ICDCS, ACM Digital Health
2016: IEEE INFOCOM, IEEE SECON, EWSN, ACM Digital Health
2015: IEEE SECON, IEEE ICDCS , BodyNets , ACM Digital Health, ACM MCSS , IoT-App
2014: IEEE SECON, BodyNets, ACM SmartHealthSys, IEEE MASS, IEEE VTC
2013: IEEE SECON, BodyNets
2012: IEEE IoTech
Journal Editorial Board
Associate Editor, IEEE Transactions on Mobile Computing (TMC): 2022 -Current
Associate Editor, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT): 2018-Current
Editor, ICT Express: 2021-Current
Publication Editorial Board, ICT Express: 2018-Current
Vice Executive Director, ICT Express: 2023-Current
Editor and Area-Editor, KSII Transactions on Internet and Information Systems: 2020-2022
General Chair / Organizer:
ACM ASSET 2016/2018, WellComp 2018/2019/2020/2021, ACM MobiSys 2024
Steering Committee:
WellComp 2022/2023
Local Arrangements Chair:
ACM SenSys 2015, ACM BuildSys 2015, ACM MobiSys 2019
Poster/Demo Chair:
IEEE SECON 2020, ACM/IEEE IPSN 2020/2022, IEEE WoWMoM 2024
Publicity Chair:
HotSmartCity 2013, ACM MobileHealth 2015, ACM MobiSys 2017, ACM HotMobile 2018, ACM MobiCom 2017/2021, EWSN 2019/2021/2022, ACM SenSys 2022
Publications Chair:
IEEE SECON 2013
Web Chair:
S-Cube 2011
Work in Progress Chair
IEEE RTCSA 2016
Workshop Chair
IEEE MDM 2017, ACM Ubicomp 2018, ACM ISWC 2018
Special Event Chair
ACM SenSys 2020
Student Travel Grants Chair
ACM MobiSys 2022
Board of Directors
Korean Institute of Communication and Information Sciences (한국통신학회 이사/집행이사): 2017- Current
Korean Society for Digital Therapy (대한디지털치료학회 이사): 2022-Current
Institute of Embedded Engineering of Korea (대한임베디드공학회 상임이사): 2016-2021
Korean Institute of Medical Informatics (대한의료정보학회 이사): 2017-2018
Videos (in Korean)
Interview with EIRIC (April 2022)
NSF Talk for High School Students (July 2022)
Selected Recent (5-year window) Publications (Full List and Articles) (Google Scholar):
JaeYeon Park, Kichang Lee, Sungmin Lee, Mi Zhang, JeongGil Ko. "AttFL: A Personalized Federated Learning Framework for Time-series Mobile and Embedded Sensor Data Processing", ACM UbiComp 2023.
JaeYeon Park, Kichang Lee, Noseong Park, Seng Chan You, JeongGil Ko. "Self-Attention LSTM-FCN Model for Arrhythmia Classification and Uncertainty Assessment", Artificial Intelligence in Medicine, 2023.
Jaewon Choi, Seungchan Jeong, JeongGil Ko. "Emulating Your eXtended World: An Emulation Environment for XR App Development", IEEE MASS 2022 (Invited Paper).
In Gim, JeongGil Ko. "Memory-efficient DNN Training on Mobile Devices", ACM MobiSys 2022.
Hyunjun Kim, JeongGil Ko. "Fast Monte-Carlo Approximation of the Attention Mechanism", AAAI 2022.
Sinh Huynh, Rajesh Krishna Balan, JeongGil Ko. "iMon: Appearance-based Gaze Tracking System on Mobile Devices", ACM UbiComp 2022.
HyeonJung Park, Youngki Lee, JeongGil Ko. "Enabling Real-time Sign Language Translation on Mobile Platforms with On-board Depth Cameras", ACM UbiComp 2021.
Jaewon Choi, JeongGil Ko. "Low Quality for High Quality: Exploiting 2K Frames for Supporting Efficient 4K-Quality Pervasive Video Streaming Applications", IEEE Pervasive Computing, Special Issue on Pervasive Video and Audio, 2021.
Eunseong Boo, Joongheon Kim, JeongGil Ko. "LiteZKP: Lightening Zero-Knowledge Proof-based Blockchains for IoT and Edge Platforms", IEEE Systems Journal, 2021.
Taewook Heo, Woojin Nam, Jeongyeup Paek, JeongGil Ko. "Autonomous Reckless Driving Detection Using Deep Learning on Embedded GPUs", IEEE MASS 2020.
Jaeyeon Park, Hyeon Cho, Rajesh Krishna Balan, JeongGil Ko. "HeartQuake: Accurate Low-Cost Non-Invasive ECG Monitoring Using Bed-Mounted Geophones", ACM UbiComp 2020 (PACM IMWUT Distinguished Paper Award).
Joongyum Kim, Taesik Gong, Kyungsik Han, Juho Kim, JeongGil Ko, Sung-Ju Lee. "Messaging Beyond Texts with Real-time Image Suggestions'', ACM MobileHCI 2020.
Joon-Gyum Kim, Taesik Gong, Bogoan Kim, JaeYeon Park, Woojeong Kim, Evey Huang, Kyungsik Han, Juho Kim, JeongGil Ko, Sung-Ju Lee. "No More One Liners: Bringing Context into Emoji Recommendations", ACM Transactions on Social Computing, 2020.
Huynh Nguyen Phan Sinh, Rajesh Balan, JeongGil Ko, Youngki Lee. "VitaMon: Measuring Heart Rate Variability Using the Smartphone Front Camera'', ACM SenSys 2019.
Eunseong Boo, Shahid Raza, Joel Höglund, JeongGil Ko. "FDTLS: Supporting DTLS-based Combined Storage and Communication Security for IoT Devices", IEEE MASS 2019.
Jaewon Choi, HyeonJung Park, Jeongyeup Paek, Rajesh Balan, JeongGil Ko. "LpGL: Low-power Graphics Library for Mobile AR Headsets", ACM MobiSys 2019.
Jungmo Ahn, Hyungi Kim, Eunha Kim, JeongGil Ko. "Designing a Low-Cost IoT Sensing Platform for VOC Material Classification", IEEE DCOSS 2019.
Jungmo Ahn, Huynh Nguyen Loc, Rajesh K. Balan, Youngki Lee, JeongGil Ko. "Finding Small Bowel Lesions: Challenges in Endoscopy Image-based Learning Systems", IEEE Computer, 2018.
Huynh Nguyen Phan Sinh, Seungmin Kim, JeongGil Ko, Rajesh K. Balan, Youngki Lee. "EngageMon: Multi-Modal Engagement Sensing for Mobile Games", ACM UbiComp 2018.
Awards and Honors:
Outstanding Teaching Award, Yonsei University (연세대학교 우수강의교수상), 2023.
Best Guest Editor Award, ICT Express, 2022.
Outstanding Teaching Award, Yonsei University (연세대학교 우수강의교수상), 2022.
Distinguished Paper Award, PACM IMWUT, 2021.
Best Poster Award, Korean Otological Society Conference 2021.
Best Reviewer Award, ICT Express, 2020.
Best Poster Runner Up Award, COMSNETS 2020.
Best Reviewer Award, ICT Express, 2019.
Ajou Publication Award, Ajou University, 2019.
Best Demo Award, ACM HotMobile 2019.
Ajou Publication Award (Bronze), Ajou University, 2018.
Best Paper Award, KICS Winter Conference 2018.
Best Demo Award, ACM SenSys, 2015.
Best Poster Award, IEEE SECON 2012.
Student Travel Grant, IEEE SECON 2010.
Abel Wolman Fellowship, Whiting School of Engineering, Johns Hopkins University, 2007-2008.
College Scholarship, College of Information and Communications, Korea University, 2005-2006.
Major Research Projects (Project Details):
Intelligent Sensing Systems
HeartQuake: Contactless ECG sensing using bed-mounted geophones
VOCkit: VOC-recognizing IoT system development
EngageMon: Multi-modal engagement sensing for mobile games
SmartEndo: Real-time data analysis for smart capsule endoscopy
SmartHR: Self-classifying smartwatch heart rate sensor accuracy
MediSense: Improving clinical data quality using on-bed motion sensors
MarketNet: Enabling electronic price tagging in indoors marketplaces
ReLiSCE: Resource limited sensor-based context extraction
ChildSafe: Detecting children's' presence using 3D depth cameras
MEDiSN: A multi-tiered wireless sensing system for real-time physiological signal data collection
Mobile Computing and AR/VR Systems
4KODEC: Supporting ultra high-quality interactive video streaming with lower-quality videos
SUGO: Smartphone depth camera-based Korean Sign Language translation
LpGL: Energy-efficient graphics support for mobile AR/VR headsets
XREmul: Providing an effective input emulation environment for AR/VR application development
Vision Assistance Glass: Designing a wearable headset for vision therapy assistance
VoCell: Smartphone application development framework for vehicular networking applications
Energy-aware Miracast: Improving mobile video codecs for energy efficient operations
Embedded Networked Systems and Software Design
LiteZKP: Designing a lightweight Zero Proof Knowledge protocol for use in IoT/Edge computing platforms
FDTLS: Supporting DTLS-based storage and network security for IoT systems
SecureIoT: Certificate-based Security for Resource-constrained Internet of Things
iSDR: Supporting software radios on smartphones with efficient processing and energy consumption
PEASST: Point-to-point Packet Exchange with Asynchronous Sleep and Synchronous Transmissions
Egs Platform: A high-end mote platform design based on a ARM Cortex-M3 32-bit microcontoller
IETF Routing Protocol for Low-power and Lossy Networks (RPL) Protocol Design and Enhancements
Downwards RPL Enhancements: Improving the efficiency of RPL's downwards routing capabilities
DualMOP-RPL: Supporting multiple modes of operation for RPL networks
MoMoRo: Mobile-to-mobile routing for IPv6-based low-power and lossy wireless networks
TinyRPL: TinyOS implementations of the IPv6 RPL routing protocol
Advised Students / Researchers:
Primarily Advised Students and Researchers
Jaewon Choi (Ph.D. Candidate)
Sungmin Lee (Ph.D. Student)
Yujin Shin (Ph.D. Student)
Kichang Lee (Ph.D. Student)
Soobin Lee (Ph.D. Student)
Hanju Jang (Ph.D. Student - On leave)
Yongun Choi (M.S. Student)
Minjoo Kang (M.S. Student)
Jaehee Choi (M.S. Student - On leave)
Dr. Jaeyeon Park (Ph.D. Graduated 2023, Now at: Samsung Electronics)
Dr. Jungmo Ahn (Ph.D. Graduated 2022; Co-advised with Prof. Jeongseob Ahn @ Ajou University, Now at: Hyundai MOBIS)
Hyunjun Kim (In Gim) (Affiliated Researcher and Undergrad Research Student 2020-2022, Now at: Yale University - Ph.D. student)
HyeonJung Park (MS. Graduated 2022, Now at: Hyundai MOBIS)
Dr. Sinh Huynh (Visiting Ph.D. Student 2019, Postdoc 2020-2021, Now at: Torus.AI)
Eunseong Boo (MS. Graduated 2020, Now at: Theori - military service)
Seungmin Kim (MS. Graduated 2020, Now at: RTst - military service)
Woojin Nam (MS. Graduated 2019, Now at: KT)
Hyuksang Kwon (MS. Graduated 2018, Now at: Alchera Inc.)
Nakhyun Kim (MS. Graduated 2016, Now at: SK Hynix)
Interns and Co-advised Students while at ETRI
Dr. Yongtae Park, Korea University (Now at: Ettifos Co.)
Dr. Homin (Andrew) Park, DGIST (PhD Thesis Committee, Now at: Singapore University of Social Science - Faculty)
Dr. Ho Kyeong (HK) Ra, DGIST (PhD Thesis Committee, Now at: CVS Health)
Dr. Hee Jung (Sion) Yoon, DGIST (PhD Thesis Committee, Now at: City University of Seattle - Faculty)
Research Community Memberships:
IEEE (Senior Member), IEEE Communications Society, ACM, ACM SIGMOBILE
TinyOS Core, net2, 15.4, ZigBee Working Groups
KOCSEAA (Korean Computer Scientists and Engineers Association in America)
KIISE (Korea Institute of Information Scientists and Engineers)
Contact:
Email: , jeonggil.ko [at] yonsei.ac.kr (preferred), jeonggil.ko [at] eis-lab.org, jeonggil.ko [at] gmail.com
Previous Emails (no longer functional/used): jeonggil.ko [at] eis.yonsei.ac.kr, jgko [at] cs.jhu.edu, jgko [at]jhu.edu, jgko [at] ajou.ac.kr, jeonggil.ko [at] etri.re.kr, jgko [at] korea.ac.kr
Office Address:
International Campus (Songdo Research Office - 연구실)
306 Vertitas C Hall, Yonsei University, 85 Songdogwahak-Ro, Yeonsu-Gu, Incheon, South Korea, 21983
인천광역시 연수구 송도과학로 85 연세대학교 진리관C 306호 (우: 21983)
Office Phone: +82-32-749-5813
Sinchon Campus (Associate VP Office - 정보통신처 부처장실)
270 Engineering Research Park, Yonsei University, 50 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722
서울특별시 서대문구 연세로 50 연세대학교 공학원 270호 (우: 03722)
Office Phone: +82-2-2123-6401
