JaeYeon Park, Ph. D.

• JaeYeon Park is a tenure-track assistant professor in the Department of Mobile Systems Engineering at Dankook University. He received his Ph.D. in Integrated Technology (Computer Science) from Yonsei University in 2023 and his M.S. and B.S. in Computer Engineering from Ajou University in 2020 and 2017, respectively. Prior to joining Dankook University, JaeYeon was a Principal Researcher at Samsung Electronics Mobile R&D Center from 2023 to 2024. He is a recipient of the Dissertation Fellowship from Yonsei University and the Distinguished Paper Award from the Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technology (IMWUT). JaeYeon’s research interests lie in the fields of Mobile and Embedded Sensing Systems, Machine Learning, and Human-computer Interaction.

Awards 

• Dissertation Fellowship, Yonsei University, 2023.

• Distinguished Paper Award, PACM IMWUT, 2021.

• Best Poster Award, Korean Otological Society Conference 2021.

Research Community Services 

• IEEE International Conference on Sensing, Communication, and Networking (SECON) 2024, Technical Program Committee Member.

• IEEE Global Communications Conference (GlobeCom) 2024, Technical Program Committee Member.

• ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) 2024, Web Co-Chairs.

• IEEE Global Communications Conference (GlobeCom) 2023, Technical Program Committee Member.

Journal papers

2023

• JaeYeon Park, JeongGil Ko. "FedHM: Practical Federated Learning for Heterogeneous Model Deployments", ICT Express, Volume 10, Issue 2, Pages 387-392, April 2024 [pdf] 

• JaeYeon Park, Kichang Lee, Noseong Park, Sung Chan You, JeongGil Ko. "Self-Attention LSTM-FCN Model for Arrhythmia Classification and Uncertainty Assessment", Artificial Intelligence in Medicine, Volume 142, Article 102570, August 2023. (JCR IF Top 25%) [pdf]

• Jungmo Ahn, JaeYeon Park, Sung Sik Lee, Kyu-Hyuk Lee, Heesung Do, JeongGil Ko. "SafeFac: Video-based Smart Safety Monitoring for Preventing Industrial Work Accidents", Expert Systems with Applications, Volume 215, Article 119397, April 2023.  (JCR IF Top 10%) [pdf] 

2021

• JaeYeon Park, Soyoung Rhim, Kyungsik Han, JeongGil Ko, "Disentangling the Clinical Data Chaos: User-Centered Interface System Design for Trauma Centers", PLoS One, Volume 16, Issue 5, Article e0251140, May 2021. [pdf] 

• Hantai Kim+, JaeYeon Park+, Yun-Hoon Choung, Jeong Hun Chang, JeongGil Ko, "Predicting Speech Discrimination Scores from Pure-Tone Thresholds –- A Machine Learning-based Approach using Data from 12,697 Subjects", PLoS ONE, December 2021. + Co-authors contributed equally to this work. [pdf] 

2019

• 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, Volume 3, Issue 2, Article 9, May 2020. [pdf] 

2018

• Jungmo Ahn, JaeYeon Park, Donghwan Park, Jeongyeup Paek, JeongGil Ko. "Convolutional Neural Network-based Classification System Design with Compressed Wireless Sensor Network Images''. PLoS ONE, Volume 13, Issue 5, Article 0196251, May 2018. [pdf] 

Conference papers

2023

• 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", in Proc. of the ACM Conference on  Interactive, Mobile, Wearable and Ubiquitous Technologies (ACM IMWUT/UbiComp) 2023. Cancun, Mexico. (NRF-listed Top CS Conference) [pdf] 

2020

• Jaeyeon Park, Hyeon Cho, Rajesh K. Balan, JeongGil Ko. "HeartQuake: Accurate Low-Cost Non-Invasive ECG Monitoring Using Bed-Mounted Geophones", in Proc. of the ACM Conference on  Interactive, Mobile, Wearable and Ubiquitous Technologies (ACM IMWUT/Ubicomp - Distinguished Paper Award ) 2020. (NRF-listed Top CS Conference) [video] [pdf]

2017

• JaeYeon Park, Woojin Nam, Taeyoung Kim, Jaewon Choi, Sukhoon Lee, Dukyong Yoon, Jeongyeup Paek, JeongGil Ko. "Glasses For the Third Eye: Improving the Quality of Clinical Data Analysis with Motion Sensor-based Filtering". in Proc. of the ACM Conference on Embedded Networked Sensor Systems (ACM SenSys) 2017, Delft, The Netherlands. (NRF-listed Top CS Conference, Acceptance Rate: ~17%) [pdf] 

• JaeYeon Park, Woojin Nam, Taeyoung Kim, Sukhoon Lee, Dukyong Yoon, JeongGil Ko. "Motion-Oriented Noisy Physiological Signal Refining Using Embedded Sensing Platforms". in Proc. of the International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC) 2017, Jeju, Korea. [pdf] 

• Doyeop Kim, Sukhoon Lee, Tae Young Kim, Sanghyung Jin, Jaeyeon Park, JeongGil Ko, Rae Woong Park, Dukyong Yoon.. "Constructing an Open-Access Bio-Signal Repository from Intensive Care Units". in Proc. of the International Medical Informatics Association, Medical and Healthcare Informatics (IMIA MedInfo) 2017, Hangzhou, China. [pdf]

2016

• Sukhoon Lee, Doyeop Kim, Tae Young Kim, JaeYeon Park, JeongGil Ko, Rae Woong Park, Dukyong Yoon.. "Study on Building Bio-signal Repository for Medical Bigdata". Korea Information Science Society (KISS) 2016.

Conference workshop / poster / WiP abstract

• Hantai Kim, Jaeyeon Park, Yun-Hoon Choung, Jeong Hun Jang1, and JeongGil Ko, "Predicting Speech Discrimination Scores from Pure-Tone Thresholds – A Machine Learning-Based Approach using Data from 12,697 Subjects", Korean Otological Society Conference , 2021 [Best Poster Award]

• JaeYeon Park, Hyeon Cho, Wonjun Hwang, Rajesh Balan, JeongGil Ko. "POSTER: Deep ECG Wave Estimation Model with Seismograph Sensor". in Proc. of the ACM International Conference on Mobile Systems, Applications, and Services (ACM MobiSys) 2019, Seoul, Korea.

• Joon-Gyum Kim, Taesik Gong, Bogoan Kim, JaeYeon Park, Woojeong Kim, Evey Huang, Kyungsik Han, Juho Kim, JeongGil Ko, Sung-Ju Lee. "Poster: Bringing Context into Emoji Recommendations". in Proc. of the ACM International Conference on Mobile Systems, Applications, and Services (ACM MobiSys) 2019, Seoul, Korea.

• JaeYeon Park, JeongGil Ko. "MediSense: Medical data analysis for high-quality using Sensor network". in Proc. of the IEEE Conference Workshop on Mobile Data Management (MDM) 2017, Daejeon, Korea.

• JaeYeon Park, KiSung Lee, JinHo Kim and JaeYoung Choi. "Landslide prediction and detection application using low-power Wireless Sensor Network". in Proc. of the HCI Society of Korea 2017 (HCI Korea) 2017, Jaeju, Korea.

• Sukhoon Lee, Jaeyeon Park, Doyeop Kim, Tae Young Kim, Rae Woong Park, Dukyong Yoon, JeongGil Ko. "Poster Abstract: Constructing a Bio-Signal Repository from an Intensive Care Unit for Effective Big-data Analysis". in Proc. of the ACM Conference on Embedded Networked Sensor Systems (ACM SenSys) 2016, Stanford, CA.

• Jaeyeon Park, JeongGil Ko. "WiP Abstract: Dynamic Low-power Listening with Data-rate Proportional Wakeup Period Management". in Proc. of the IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (IEEE RTCSA) 2016, Daegu, Korea

Patents