About
I am an Assistant Professor in the EECS Department at DGIST. I am also affiliated with Artificial Intelligence Major in Interdisciplinary Studies. I am a director of the Computation Efficient Learning Lab (CELL). My group is working on designing various learning methodologies based on brain-inspired hyperdimensional computing. We are also exploring how to utilize state-of-the-art learning solutions such as deep learning to build future systems with a focus on alternative computing and embedded systems.
Find me more in Google Scholar
Research Activities
- “1T-1C DRAM Array Based High-Bandwidth, Ultra-High Efficiency Processing-in-Memory Accelerator,” IITP, 2022-Present
- “Research Center for Extreme Exploitation of Dark Data (EEDD),” ERC, 2021-Present
- “Software Framework for Multiple Deep Learning Model Accelerations on Near Data Processing Architecture with Pooled Memory Systems,” SK Hynix, 2020-Present
- “Center for Research on Intelligent Storage and Processing-in-memory (CRISP),” Joint University Microelectronics Program (JUMP) SRC, 2018 – 2020
- “Power Efficient, Hierarchical, Introspection Framework for HPC Systems,” Intel, 2016 – Present
- “Cognitive Hardware and Software Ecosystem Community Infrastructure (CHASE-CI),” NSF(National Science Foundation) Grant Awarded, 2017 – 2020
- “ENACT: Environment-Aware Management of Mobile Systems,” NSF(National Science Foundation) Grant Awarded, 2015 – 2020
Education
- Ph.D., Computer Science and Engineering 2013∼2020
University of California San Diego, US
Advisor: Tajana S. Rosing - B.S., Computer Science and Engineering 2004∼2011
Seoul National University, Korea
Advisor: Jihong Kim
Professional Experiences
- External Reviewer, Design Automation Conference (DAC), 2018-Present
- Organizing Committee, Financial Chair, IEEE ISORC, 2021
- DCG (Data Center Group), Intel, 2017.05-2017.09
- SCL (Strategic CAD Lab.), Intel, 2015.06-2015.09
- ASEL (Advanced System Engineering Lab.), Samsung Research America, 2014.06-2014.09
- FINALData Inc., 2007.01-2010.02
Wanna make an appointment?
Just send me an email: yeseongkim(AT)dgist.ac.kr ! Please also refer to the calendar below 🙂
Computer Scientists always like putting some comments!
My background is in computer software, and I love computer programming. I have also studied many embedded systems and computer architecture-related topics, the ones of my primary research in my Ph.D. study. I used to play keyboards in different meanings – please come visit this or this to listen to my song!