Embedded Intelligent Systems Laboratory
at Yonsei University
연세대학교 지능형임베디드시스템 연구실
Welcome to the Embedded Intelligent Systems Laboratory at the School of Integrated Technology, Yonsei University!
연세대학교 공과대학 글로벌융합공학부 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
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 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.
Eunseong's paper on designing a lightweight protocol suite for supporting blockchain-based payments on IoT/edge computing platforms has been accepted to IEEE Systems Journal! Congratulations Eunsung!
We welcome three new undergraduate researchers for 2021. Warmest welcome to Hanju, Kichang, and Yujin!
JeongGil will be serving on the program committee for IEEE SECON 2021.
Our paper that exploits chemical characteristics of kaleidoscopic fluorescent arrays for point of care chemical testing using mobile machine learning has been accepted to Sensors and Actuators, B: Chemical. Congratulations to Jungmo and all the other awesome collaborators!
Our paper on designing a light-weight machine learning system for embedded VOC classification has been accepted to Ad Hoc Networks! Congratulations Jungmo!
JeongGil will be serving as a co-chair for the posters and demos track at MobiQuitous 2021.
Our proposal in developing a secure and robust system architecture for practical IoT deployments has been accepted for funding by the ITEA3 program! This is a joint project with our partners in Sweden and Romania, and the Yonsei University team will be funded 130K USD per year through KIAT for three years.
Hyunjun will be presenting his poster on applying homomorphic encryption to contact tracing systems at ACM SenSys 2020. Congratulations!
Our paper on classifying the accuracy of heart rate measurements of smart wearables has been accepted to IEEE Access! Congratulations Jungmo!
We have published the Yonsei Korean Sign Language (KSL) Dataset. Refer to this page to request data.
JeongGil will be serving as a PC member and Associate Chair for ACM CSCW 2021.
Our paper on exploiting light-weight deep learning models on embedded GPUs for reckless driving detection has been accepted to IEEE MASS 2020! Congratulations Woojin!
JeongGil will be serving as a PC member for IEEE PerHealth 2021.
Our paper on designing a virtual reality-based system for testing children with intermittent exotropia has been accepted to Eye! Congratulations Jaewon!
Sungmin has been accepted to the Ph.D. program at Yonsei and will be joining our lab as a Ph.D. student next spring! Congratulations!
Our lab alumni Hyuksang has moved to Alchera, a AI and AR startup at Pangyo. Congratulations on the new position!
JeongGil will be serving as a TPC member for EWSN 2021.
Jaeyeon's paper on designing a deep learning model for predicting ECG from mattress vibrations (HeartQuake) has been accepted to ACM IMWUT and will be presented at ACM Ubicomp 2020! Congratulations!
MInjae will be joining our lab as an undergraduate intern student. Welcome!
JeongGil will be serving as a TPC member for ACM/IEEE IPSN 2021.
JeongGil will be joining the editorial board of KSII Transactions on Internet and Information Systems as Editor and Area Editor.
JeongGil will be serving as publicity chair for ACM MobiCom 2021.
Sungmin will be joining Zezedu, an AI-based smart education system designing startup, for his summer internship!
Our paper on image suggestion for mobile chat conversations will be presented at ACM MobileHCI 2020.
Our IT Research Center (ITRC) proposal has been accepted! This is an 8 year project on designing various intelligent systems for clinical image data.
Seungmin and Woojin visited Yonsei to celebrate teacher's day! Thank you for coming!
JeongGil joins the editorial board of Frontiers in Communications and Networks as an associate editor.
Sinh joined our lab once again, this time as a post-doctoral researcher. Welcome back Sinh!
Hyunjun will be joining our research group as an undergraduate intern. Welcome!
JeongGil will be serving as the publicity chair for EWSN 2021.
Jaeyeon, Jaewon, Eunsung, and Seungmin graduated with their masters degree from Ajou University! Congratulations! Jaeyeon, Jaewon, and Eunseong will be continuing their research as Ph.D. students at Yonsei University.
Jaewon will be joining Nokia Bell Labs UK for his summer internship! Congratulations!
JeongGil will be serving on the TPC for ACM SenSys 2020.
Seungmin will be joining RTST, an ETRI startup focusing on real-time embedded systems, as part of his mandatory military service. Congratulations!
Seohyun will be joining our lab as an intern researcher.
Congratulations to HyeonJung on receiving the Best Poster Runner Up Award at IEEE/ACM COMSNETS 2020!