About Me

I'm a Ph.D. student in Computer Science at KAIST advised by Jongse Park.
And I'm a member of CASys(Computer Architecture and Systems Lab).

Research Interest

• Computer Architecture
• Continuous Learning
• Low-Level Quantization

Experience

Engineering Intern

• Jan. 2019 ~ Feb. 2020: Software Developer, Stari, Seoul
• Feb. 2020 ~ Jun. 2020: Software Developer, Hyprsense, CA

Research Intern

• Jul. 2018 ~ Dec. 2019: Undergraduate Research Intern, UC Irvine, CA

Education

• Mar. 2023 ~ Current: Ph.D. Student in Computer Science, KAIST
• Mar. 2021 ~ Feb. 2023: M.S. in Computer Science, KAIST
• Mar. 2015 ~ Feb. 2021: B.S. in Computer Science & Engineering, SKKU

Publication

DaCapo: Accelerating Continuous Learning in Autonomous Systems for Video Analytics

Yoonsung Kim, Changhun Oh, Jinwoo Hwang, Wonung Kim, Seongryong Oh, Yubin Lee, Hardik Sharma, Amir Yazdanbakhsh, Jongse Park
[ISCA '24] [Paper] (To Appear)

Tandem Processor: Grappling with Emerging Operators in Neural Networks

Soroush Ghodrati, Sean Kinzer, Hanyang Xu, Rohan Mahapatra, Yoonsung Kim, Byung Hoon Ahn, Dong Kai Wang, Lavanya Karthikeyan, Amir Yazdanbakhsh, Jongse Park, Nam Sung Kim, Hadi Esmaeilzadeh
[ASPLOS '24][Paper](To Appear)

CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics

Jinwoo Hwang, Minsu Kim, Daeun Kim, Seungho Nam, Yoonsung Kim, Dohee Kim, Hardik Sharma, Jongse Park
[USENIX ATC '22] [Paper]

Contact

location: E3-1 #4422, 291 Daehak-ro, Eoeun-dong, Daejeon, South Korea
e-mail: yskim at casys.kaist.ac.kr