Eugine Caroline Shin

I am a Ph.D. student in Computer Science & Engineering at The Ohio State University. I am currently in INSPIRE@OhioState working with Dr.Aylin Yener.

My research focus is in Theoretical Machine Learning, specifically on Federated Learning, Optimization, and Fairness.

Prior to OSU, I have received my undergraduate degree in Electrical & Electronics Engineering from Chung-Ang University, Seoul, Korea.

News

• 2024.01 Our article regarding exploration of Federated Learning in Spine Surgery research is out! You can look it up here.

Publications

• Preserving Privacy in Big Data Spine Surgery Research, ISASS Vertebral Columns Winter 2024 [pdf]

H.Shahzad, C.Veliky, Eugine Shin, A.Yener, S.N.Khan

• Proportional Fair Clustered Federated Learning, ISIT 2022 [pdf]
  M.Nafea, Eugine Shin, A.Yener

• Source-node-independent 2-by-2 linear precoder for amplify-and-forward two-way-relay with two antennas, ICEIC 2018
  Eugine Shin, J.Joung, J.Choi

• Energy Harversting and Transmission Time Allocation Method for Wireless Sensors, KICS Fall 2017
  Eugine Shin, S.Choo, J.Joung, J.Choi

Teaching

GRADTDA 5622 - Big Data Computing Foundations II
(Spring 2024)

CSE 1222 - Introduction to Computer Programming in C++ TA
(Autumn 2021, Spring 2022, Summer 2023)

CSE 5243 - Introduction to Data Mining TA
(Spring 2021, Autumn 2022, Spring 2023, Autumn 2023)