Sanggeon Yun
Scholar

Sanggeon Yun

Google Scholar ID: Qw2sWuMAAAAJ
University of California, Irvine
Machine LearningNeuroSymbolic AIVector Symbolic ArchitectureHyperdimensional Computing
Citations & Impact
All-time
Citations
184
 
H-index
8
 
i10-index
8
 
Publications
20
 
Co-authors
14
list available
Resume (English only)
Research Experience
  • [{'Position': 'Graduate Student Researcher', 'Institution': 'BIASLab, UC Irvine', 'Time': 'July 2023 - Present'}, {'Position': 'Undergraduate Research Intern', 'Institution': 'BIASLab, UC Irvine', 'Time': 'January 2022 - July 2023'}, {'Position': 'Undergraduate Research Intern', 'Institution': 'HCIL, Seoul National University', 'Time': 'June 2022 - October 2022'}, {'Position': 'Undergraduate Research Intern', 'Institution': 'NLP Lab, Kookmin University', 'Time': 'December 2021 - June 2022'}, {'Position': 'Undergraduate Research Intern', 'Institution': 'Information Security Lab, Kookmin University', 'Time': '2019 - June 2020'}]
Background
  • Machine learning researcher, Ph.D. student in Computer Science at UC Irvine. Research interests include addressing key limitations of neural network models, such as lack of transparency, absence of commonsense reasoning, susceptibility to hardware noise, and high power consumption. Introducing Hyperdimensional Computing (HDC) to overcome these challenges.
Miscellany
  • Plays tennis and does weightlifting
  • Usually plays Starcraft 1/2, Overwatch, and Minecraft
  • Likes the character Elliot Alderson from Mr.Robot
  • Often enjoys Twenty One Pilots songs
  • Used to play piano, flute, and drum