Distributed AI Lab is a research lab in  the Department of Electrical Engineering and Computer Science (EECS) at Daegu Gyeongbuk Institute of Science & Technology (DGIST) in South Korea. We investigate how multiple data owners (e.g., hospitals, financial institutions, mobile users) can jointly train machine learning models while (1) enabling efficient and scalable training, (2) keeping their individual datasets private from the other parties, (3) enabling generalisation across heterogeneous systems/users, and (4) providing robustness against malicious behaviour of adversarial users, and (5) mitigating data scarcity and statistical drift. 

Current research topics include 

• Distributed AI

• Trustworthy AI

• On-device AI

• Federated and Collaborative Learning

• Active Learning

• Continual Learning

Distributed AI Lab에서는 열정을 가진 학생을 모집하고 있습니다.

• 지원학과: 전기전자컴퓨터공학과 및 학제학과 인공지능전공

• 학위과정: 학부생인턴, 석사과정, 석박통합과정, 박사과정

• 지원시기: 상시(학부생인턴), 봄학기 1차,2차,3차 또는 가을학기(그 외)

연구실 진학에 관심 있으신 분은 언제나 면담 가능하오니, 제목에 "Prospective Student"를 기입하고 CV, 관심연구분야 및 성적표를 첨부하여 jinhyun@dgist.ac.kr 로 메일 주시기 바랍니다.