I am passionate about enabling "Proactive Computing".
Ph.D. student in Integrated Technology @ Yonsei Univ. Advised by Jeonggil Ko
My research interest is mainly efficient inference in robotics and mobile computing.
To make the dream possible I'm working on these kinds of topics.
- Systemic approach for efficient & realtime AI inference on robotics & edges devices
- Multi modality understanding
Opinions on Various Things and Concepts (KR Only)
- Advanced class student in KNU Computer Engineering Education Institute for Gifted Dec. 2014 ~ Dec. 2015
- B.S. Computer Engineering in Hongik Univ Mar. 2021 ~ Feb. 2025
- Ph.D. Integrated Technology in Yonsei Univ Mar. 2025 ~
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University of Michigan, Ann Arbor Jun. 2026 ~ Dec. 2026
- Visiting Scholar Jun. 2026 ~ Dec. 2026
- Study on Multi-Sensor modality understanding
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EISlab@Yonsei Univ Feb. 2024 ~ Present
- Ph.D. Student Mar. 2025 ~ Present
- Undergraduate Intern Feb. 2024 ~ Feb. 2025
- efficient LLM inference & Agentic AI
- A Dual-Process Architecture for Real-Time VLM-Based System
- In Network Computing
- Federated Network System for Intermittent Computed Sensors
- Federated Learning | Continuous Learning
- Efficient FL
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HCSlab@CAU Dec. 2022 ~ Feb. 2025
- Undergraduate Intern Dec. 2022 ~ Feb. 2025
- SCG detection using RF & RFID radar | RFID
- Developing a 3D-Printed Smartphone-Based Heart Sound Auscultation System for Affordable and User-Friendly Home Use
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VAST Jan. 2020 ~ Aug. 2023 - website
- Founder & Mobile lead
- ARA Service
- Mobile(iOS | Android) Native Development
- Project to make service that enables data transfer without OS barrier Organization
- [Journal Paper] IMWUT/Ubicomp 26 JARVIS for HVAC: LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction
- Sungmin Lee, Joonhee Lee, Minju Kang, Seungyong Lee, Dongju Kim, Jingi Hong, Jun Shin, Pei Zhang, JeongGil Ko
- [Short Conference Paper] ZABAPAD workshop @ WWW 26 Now or Never: Continuous Surveillance AIoT System for Ephemeral Events in Intermittent Sensor Networks
- Joonhee Lee, Kichang Lee, JeongGil Ko
- [Short Conference Paper] ZABAPAD workshop @ WWW 26 Statistical Analysis of 12V Power Load Uncertainty Using Conditional Probability for SDV
- Gyeongmin Han, Sungmin Lee, JoonHee Lee, Kichang Lee, JeongGil Ko
- [Conference Poster] UIST 25 Enabling Ubiquitous High-Fidelity Cardiac Auscultation via Integration of Smartphone and 3D Printing Technologies
- Eunhwa Lee*, Joonhee Lee, Siyun Lee, Junhyub Lee, Si-Hyuck Kang, and Hyosu Kim*
- [Paper] Arxiv 26 On-Device Robotic Planning: Eliminating Inference Redundancy for Efficient Decision-Making
- Joonhee Lee, Hyunseung Shin, Hyunmi Kim, Pei Zhang, Jeonggil Ko
- [Paper] Arxiv 25 IROS: A Dual-Process Architecture for Real-Time VLM-Based Indoor Navigation
- Joonhee Lee, Hyunseung Shin, JeongGil Ko
- Review Committee @ NAEK's Engineering Technology Book 2024 ~ Present
- P.EYE Jul. 2023 ~ Aug. 2026
- 2025 President
- 2024 Lead of Software Dept
- Managing Software development & Interactive wall devlopment
- 2023 Software developer
- VR interaction & SW infrastructure(Check-in system / Website) development
- Member @ NAEK YEHS(ํ๊ตญ๊ณตํํ๋ฆผ์ ์ฐจ์ธ๋๊ณตํ๋ฆฌ๋) Sep. 2022 ~ Present
- 2023 Associate Director in Dept of Human Resource
- 2024 2nd place 5th Creative Bridge Festival
- 2024 Scholarship KFOC
- 2024 1st place KU-Cambridge Campus Sharing Economy MAKEathon
- 2021 2nd place Sejong CCEI Make-A-Thon
- vibTouch
- Mogak project
- place recommendation service to meet user's mood, and needs using ML/DL to find image ambiance, and review comment analysis.
- Dum-E : A small AI robotics project. LLM Reasoning, performing the task by robot arm.
- HomemadeNN : Making Neural Net only using Numpy & Pandas.
- SKDM : Mobile sensor based keyboard stroke decode model. Using only Acceleration & Audio from mobile device. Upto 93% of the accuracy was achieved.
- LNDT-Private Repo : Making P2P system that doesn't require internet access while achieving data transfer with iOS & Android & MacOS & Windows : This is part of ARA project
- Penso project : Gaze tracking system project, for 'deep learning' learning purpose (Nov, 2021~)
- RE project : Up-cycling project, making application that can make old smartphone into smart home hub & smart speaker. This project also has intent to reuse old smartphone which is very hard to be thrown away
- mobile ํ๊ธ์๊ณ-Maintaining projet(์๋๋ก์ด๋ ๊ฐ๋ฐ) : Maintaining & small updates (2018~)
- New Sense-Finished : Obstacle warning item for safe bike riding (2018)
- WAG-Stopped : Stands for Water, Air, Ground; project to make drone that can go on air, underwater, on ground for emergency situation (2014~2019)
- Speaker @ GDSC Hongik 8th Dev Seminar : "All about Side Project" watch
- Speaker @ GDSC Ehwa : "Figma for SW development and cooperation"
- Mentor @ ์์ธ๋ฐ ๋ฉํ ๋จ (Aug. 2022 ~ Feb. 2023)
- Project display @ SOSCON(Samsung Open Source Conference) 2017
- exhibition list | article
- Presenting WAG project
- Speaker @ ์์ธํ์ ์ผํฐ ์ 5ํ ๊ธฐ์ ๊ณต์ ํ 2017
- Introduction to opensource technology in UAV system & modeling light weight frame on various materials
- Introduction to Quantum Theory to IT
- Quantum Computing and Fundamental of Information
- LLM : CS224n..
- Implementing Neural Network on new HW platform such as Quantum Computer or Neuromorphic Computer
- Compling AI