E mbedded Artificial Intelligence Lab
(EAI Lab)
임베디드 인공지능 연구실
Computer Science and Engineering (CSE)Artificial Intelligence Graduate School (AIGS)
Ulsan National Institute of Science and Technology (UNIST)
Welcome to EAI Lab (Embedded AI Lab, 임베디드 인공지능 연구실), UNIST CSE and AIGS!
We are an exciting research group at the Department of Computer Science and Engineering (CSE) and Artificial Intelligence Graduate School (AIGS) at Ulsan National Institute of Science and Technology (UNIST). Our lab makes resource-constrained real-time and embedded sensing systems capable of learning, adapting, and evolving, with the aim of enabling Embedded Artificial Intelligence (EAI or Embedded AI or On-Device AI).
Announcement
We are looking for new motivated members (MS/PhD/Intern/PostDoc) for 2024 who will be part of an exciting journey at the Department of Computer Science and Engineering (CSE) and Artificial Intelligence Graduate School (AIGS). Please take a look at our research statement and information for prospective students.
News
Mar 2024: Bosung Kim receives Top 3 Award from 2024 Hyundai Mobis Edge AI Research Contest (2024 현대모비스 Edge AI 산학협력 연구공모).
Mar 2024: Jaeho Kim receives 4th Place Award from 2024 Hyundai Mobis Edge AI Research Contest (2024 현대모비스 Edge AI 산학협력 연구공모).
Jan 2024: Our paper, "On-Demand Federated Learning for Arbitrary Target Class Distributions", is accepted to AISTATS 2024.
Sep 2023: Our paper, "Softmax Output Approximation for Activation Memory-Efficient Training of Attention-based Networks", is accepted to NeurIPS 2023.
Sep 2023: Our paper, "On-NAS: On-Device Neural Architecture Search on Memory-Constrained Intelligent Embedded Systems", is accepted to SenSys 2023.
Aug 2023: Yunseok Lee joined our lab. Welcome!
Jun 2023: Joel Park and Kyu Hwan Lee joined our lab. Welcome!
May 2023: Our paper, "MicroDeblur: Image Motion Deblurring on Microcontroller-based Vision Systems", got Best Paper Runner-Up Award at IPSN 2023.
Apr 2023: Our paper, "Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation using Commercial Smart Insoles" is accepted by IEEE Internet of Things Journal.
Mar 2023: Young Jin Kwon joined our lab. Welcome!
Feb 2023: Our paper, "MicroDeblur: Image Motion Deblurring on Microcontroller-based Vision Systems", is accepted to IPSN 2023.
Oct 2022: Jaeho Kim joined our lab. Welcome!
Aug 2022: Jae Wook Lee and Kwangryeol Park joined our lab. Welcome!
Jun 2022: Jeongmin Cheon joined our lab. Welcome!
Mar 2022: Bosung Kim joined our lab. Welcome!
Feb 2022: Isu Jeong, Xiyana Figuera Michal, and Insung Jung joined our lab. Welcome!
Jan 2022: Changhyun Lim joined our lab. Welcome!
Dec 2021: Changhyeon Lee joined our lab. Welcome!
Dec 2021: Our paper, "Weight Separation for Memory-Efficient and Accurate Deep Multitask Learning", is accepted by PerCom 2022.
Aug 2021: Seulki Lee joined our lab. Welcome!