Seohyeon Profile Photo

seohyeon.chautexas.edu

From this fall, I start my PhD at The University of Texas at Austin under the supervision of Prof. Haris Vikalo. My research interest lies in the areas of machine learning and communication. Specifically, I am currently interested in issues related to heterogeneity, data scarcity, and privacy in decentralized scenarios. To view the list of papers I've contributed to, please visit the publication section.


Previously, I completed my master's studies at Advanced Radio Technology Lab, KAIST, where I also earned my Bachelor's degree in Electrical Engineering.

Research interests
  • Federated learning under system and statistical heterogeneity
  • Trustworthy machine learning
  • Scaling of models and datasets for on-device learning
News
  • 08/2024: Start my PhD in ECE at UT Austin
  • 10/2023: Paper on conformal prediction was accepted NeurIPS 2023 workshop
  • 02/2022: Started my MS in EE at KAIST
  • 02/2022: Earned Summa Cum Laude honors from my Bachelor's degree at KAIST