About me

I am a Ph.D. student in Networking & Mobile Systems Lab (NMSL) at KAIST, advised by Prof. Sung-Ju Lee. My research interest lies in developing and facilitating mobile and wearable AI systems for human health and well-being.

I received my B.S. degree in Computer Science from KAIST in 2018. I worked as a research intern in Heterogeneous and Extreme Computing (HEX) group at Microsoft Research Asia (MSRA) from December 2020 to June 2021, mentored by Dr. Yuanchun Li and Dr. Yunxin Liu. At MSRA, I worked on a project that proposes a systematic approach for efficient federated learning on heterogeneous mobile clients.

I will start working as an intern at Cisco Systems with my mentor, Dr. Myungjin Lee from March 2023.

Publications

Conferences and Journals

[MobiSys'22] FedBalancer: Data and Pace Control for Efficient Federated Learning on Heterogeneous Clients
Jaemin Shin, Yuanchun Li, Yunxin Liu, and Sung-Ju Lee
[pdf] [arxiv] [video] [code] [slides] [bibtex]
[CHI'22] MyDJ: Sensing Food Intakes with an Attachable on Your Eyeglass Frame
Jaemin Shin, Seungjoo Lee, Taesik Gong, Hyungjun Yoon, Hyunchul Roh, Andrea Bianchi, and Sung-Ju Lee
[pdf] [website] [video] [slides] [bibtex] (Best Paper Honorable Mention Award)
[Ad Hoc Networks'19] Use MU-MIMO at Your Own Risk - Why We Don't Get Gb/s Wi-Fi
Hyunwoo Choi, Taesik Gong, Jaehun Kim, Jaemin Shin, and Sung-Ju Lee
[pdf] [bibtex]

Posters, Demos, and Workshop Papers

[MobiSys'19] Demo: Accurate Eating Detection on a Daily Wearable Necklace
Jaemin Shin, Seungjoo Lee, and Sung-Ju Lee
[pdf] [bibtex]
[MobiSys'19] Poster: Dissecting 802.11ac Performance-Why You Should Turn Off MU-MIMO
Hyunwoo Choi, Taesik Gong, Jaehun Kim, Jaemin Shin, and Sung-Ju Lee
[pdf] [bibtex]
[CAN'17] Considerations on Deploying High-Performance Container-based NFV
*DeokGi Hong, *Jaemin Shin, Shinae Woo, and Sue Moon (* equal contributions)
[pdf] [bibtex] (Best Paper Award)

Honors and Awards

Naver Ph.D. Fellowship, 2022
Best Paper Honorable Mention Award @ ACM CHI, 2022
Best Paper Award @ CAN Workshop co-located with ACM CoNEXT, 2017

Professional Services

Reviewer @ ACM IMWUT, 2020-2022
Reviewer @ IEEE Transactions on Mobile Computing, 2018, 2023