Embedded Intelligent Systems Laboratory
@ Yonsei University College of Computing
연세대학교 지능형임베디드시스템 연구실
Welcome to the Embedded Intelligent Systems Laboratory at the School of Integrated Technology, College of Computing, Yonsei University!
연세대학교 인공지능융합대학 IT융합공학과 지능형임베디드시스템 연구실 방문을 환영합니다!
We are interested in a broad range of research topics within the domain of mobile and embedded computing systems, cyber physical systems, intelligent computing and human-computer interaction. Overall, we are interested in how we can design various forms of computing systems in a human-centered manner.
The basis of our research is in identifying interesting system-level requirements for real-world computing applications, and spans to designing hardware/software prototypes for addressing challenging application tasks. Specifically, our lab focuses on research topics such as low-power mobile and embedded computing systems, sensing-based context recognition systems, and ambient intelligent sensing system design for applications such as healthcare, transportation or buildings.
We are always on the search for devoted students to join our research group. If you are interested in building smart embedded systems and performing research in this domain, please send us (anyone in the lab) an email! Note that we have limited spaces for students, so make sure that you are willing to work hard and have strong programming skills (C, Java, Python or whatever language you like the best) before contacting us.
Recent News and Lab Log
JeongGil is awarded the Outstanding Teaching Award from Yonsei University for courses taught in 2022.
JeongGil will be serving on the PC for ACM SenSys 2023.
JeongGil, together with Tadashi Okoshi (Keio University), will be serving as the general co-chair for ACM MobiSys 2024! The conference will be held in Tokyo Japan and the dates will be announced soon.
Our work, together with Seoul National University Hospital and Korea University, is accepted to the Computers in Biology and Medicine journal. In this work, we explore the impact of applying reinforcement learning techniques for propofol infusion control.
JeongGil will be serving on the PC for IEEE SECON 2023.
Our group successfully hosted the A3 Foresight Workshop on Empowering the Lifestyle and Well-being of Eastern Asian Elders with Intelligent IoT. Thank you to all the attendees!
Hanju will be back from his on-leave status and will continue his studies at our group. Welcome back Hanju!
Eunseong (M.S. alumnus) will be moving to Theori, an Austin-based cyber security R&D startup, starting Feb 2023! He will be working in Theori's Seoul office as a research engineer. Congratulations and best of luck!
JeongGil will be serving on the editorial board for the IEEE Transactions on Mobile Computing.
Jungmo and JaeYeon's work on designing and implementing a vision-based safety monitoring system for factory assembly lines has been accepted to the Elsevier Expert Systems with Applications Journal. Congratulations to Dr. Ahn and JaeYeon!
Kento has joined our lab as a visiting MS student from Osaka University in Japan. He will be conducting research with us until the end of the year.
Jungmo's work on designing a server load and network condition-aware deep learning inference offloading scheme has been accepted to the Elsevier Internet of Things Journal. Congratulations Dr. Ahn!
JeongGil has been appointed as a Sustainable Development Fellow Professor from the Institute for Global Engagement and Empowerment, Yonsei University.
JeongGil will be serving on the PC for DCOSS-IoT 2023.
JeongGil will be serving on the PC for WWW 2023 Research Track on Systems and Infrastructure for Web, Mobile, and WoT.
JeongGil will be serving on the PC for AAAI 2023.
JeongGil will be serving on the PC of ACM CSCW 2023 as the Associate Chair.
JeongGil is awarded the ICT Express 2021 Best Guest Editor Award for the efforts in managing the Special Issue on Mobile and Edge Computing Systems.
JeongGil will be serving as the Technical Program Chair for ACM UbiComp 2022.
JeongGil will be serving on the IEEE PerCom 2023 TPC.
Jaehee and Yong Un will be joining our lab as new MS students starting September 2022! Welcome!
Jungmo has successfully defended his thesis and will be joining Hyundai Mobis as a principle researcher! Congratulations Dr. Ahn, it was a pleasure and honor having you in our research group!
Hyewon and Hyunbin will be joining our group as undergraduate research students! Welcome!
JeongGil will be organizing the The First (and Hopefully the Last) Workshop on Mobile Systems for COVID-19 Response (MobiCOVID 2022) together with Hyogon Kim (Korea University) as part of ACM MobiHoc 2022. Please submit your papers!
Hyunjun Kim (In Gim), will be continuing his studies as a Ph.D. student at the Department of Computer Science, Yale University. He will be advised by Professor Lin Zhong. Wishing for the best and congratulations!
The School of Integrated Technology (currently part of the College of Engineering) at Yonsei University will be joining the "College of Computing". Official changes will be effective March 2023.
Our proposal on designing a platform for supporting immersive VR/AR user interaction will be funded by the IITP and the Ministry of Science and ICT. Phase 1 of the project will be from April 2022 to December 2022, and Phase 2 will be from January 2023 to December 2025. The total amount of funding for this project is approximately 3 million USD.
JeongGil will be serving on the IEEE SECON 2022 PC.
JeongGil is awarded the Outstanding Teaching Award from Yonsei University for courses taught in 2021.
Hyunjun's paper on designing a memory-efficient deep neural network training framework for mobile devices with computational resource constraints has been accepted to ACM MobiSys 2022! Congratulations!
Our research group is now also affiliated with the Department of Biomedical Systems Informatics at the Yonsei University College of Medicine.
JeongGil has been appointed as Yonsei University's Associate Vice President for Information and Communications.
We are starting a new project with Epitone Inc., a San Diego-based metaverse platform startup, on developing low-latency 3D XR object transmission techniques for on-vehicle HUDs.
JeongGil will be serving on the TPC for IEEE MASS 2020 as the Systems and Applications Track Co-Chair.
JeongGil will be serving on the TPC for ACM SenSys 2022.
Jaehee will be joining our lab from Hongik University as an undergrad research intern. Welcome Jaehee!
JeongGil will be serving as Student Travel Grants Co-chair for ACM MobiSys 2022.
HyeonJung will be joining Hyundai Mobis, a member of the Hyundai Motor Group, as a software engineer! Congratulations!
HyeonJung successfully defended her master's thesis! Congratulations!
Jaeyeon's paper on designing a machine learning algorithm for predicting speech discrimination scores from pure tone audiometric thresholds will be published in PloS ONE. This is a collaborative work with the Ajou University School of Medicine. Congratulations!
Hyunjun's paper proposing Monte-Carlo Attention for reducing the computational cost of self-attention mechanisms in Transformer architectures has been accepted to AAAI 2022! Congratulations!
JeongGil will be serving on the EWSN 2022 PC.
JeongGil will be serving on the SmartComp 2022 PC.
Sinh's paper on designing a mobile gaze tracking system with sub-centimeter accuracy using a smarpthone front camera has been accepted to PACM IMWUT and will be presented at ACM UbiComp 2022! Congratulations!
JeongGil will be serving as the publicity chair for EWSN 2022.
JaeYeon's work presented at ACM UbiComp 2020 (published in PACM IMWUT Volume 4), "HeartQuake: Accurate Low-Cost Non-Invasive ECG Monitoring Using Bed-Mounted Geophones" received the Distinguished Paper Award! Our work was selected as one of the top 6 papers published in PACM IMWUT volume 4 (172 papers). The award ceremony was held during ACM UbiComp 2021. Congratulations JaeYeon!
JeongGil will be serving as a PC member for ACM MobiCom 2022.
Kichang and Yujin will continue their studies in our research group as Ph.D. students starting March 2022!
JeongGil will be serving as the poster chair for IEEE/ACM IPSN 2022.
Dr. Sinh Huynh will be joining Torus.AI, a french AI startup, as an AI engineer from September 2021. Congratulations!
Eunsung will be joining Fine Digital, major car navigation and drive recorder manufacturing company, as part of his mandatory military service. Congratulations!
JeongGil will be promoted to associate professor effective Fall 2021.
Our proposal on designing a smart sensing system for supporting dancing performances for the handicapped has been accepted for funding by the Korea Creative Content Agency and the Ministry of Culture, Sports and Tourism. Our research group will contribute to the real-time analysis of wearable sensor data and will be funded for four years.
Sungmin's collaborative work with Prof. Eunha Kim's research team on designing machine learning model for fluorescent sensor array-based pH classification has been accepted to Dyes and Pigments! Congratulations Sungmin!
Our work on estimating the liver fibrosis by exploiting surface nodularity measurements from CT images has been published in Abdominal Radiology! Congratulations Jaewon!
JaeYeon's work on designing a new user interface for trauma center environments has been accepted for publication to PLoS ONE! Congratulations JaeYeon!
JaeYeon's poster (together with the Ajou University Hospital research team) on predicting speech discrimination scores from pure-tone threshold measurements was awarded the Best Poster Award from the 2021 Korean Otological Society Conference! Congratulations JaeYeon!
HyeonJung's paper on designing a depth video-based mobile sign language translation system has been accepted to PACM IMWUT and will be presented at ACM UbiComp 2021! Congratulations!
JeongGil will be serving on the TPC for IEEE MASS 2021.
Jungwon has joined our group as the lab admin! Welcome!!
JeongGil will be serving another term (2 years) as associate editor for the Proceedings of the ACM on Interactive, Mobile, Wearable, and Ubiquitous Technologies.
Our proposal on designing an intelligent mobile/wearable sensing system for supporting speech therapy has been accepted for funding via the Consolidator Research Grant (중견연구자지원사업) from the National Research Foundation of Korea! Our group will be supported 130K USD per year for the next three years on this project.
Jaewon's work on exploiting 2K video frames for supporting efficient 4K-quality pervasive video streaming has been accepted to IEEE Pervasive Computing magazine Special Issue on Pervasive Video and Audio! Congratulations Jaewon!
JeongGil will be serving on the TPC for ACM SenSys 2021.