Hyunseung Lee

PhD student, CSE, Seoul National University

Joined

October 2023

Names

Hyunseung Lee (Preferred)

Emails

****@snu.ac.kr (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

CSE, Seoul National University (snu.ac.kr)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

2021 – Present

Expertise

Efficient machine learning

2022 – 2023

On-device machine learning

2022 – 2023

Computer architecture

2021 – 2023

Publications

A Memory-Efficient Edge Inference Accelerator with XOR-based Model Compression
Hyunseung Lee, Jihoon Hong, Soosung Kim, Seung Yul Lee, Jae W. Lee
- Published: 01 Jan 2023, Last Modified: 30 Sept 2023
- DAC 2023
- Readers: Everyone
ANNA: Specialized Architecture for Approximate Nearest Neighbor Search
Yejin Lee, Hyunji Choi, Sunhong Min, Hyunseung Lee, Sangwon Baik, Dawoon Jeong, Jae W. Lee, Tae Jun Ham
- 2022 (modified: 06 Oct 2022)
- HPCA 2022
- Readers: Everyone
Effective zero compression on ReRAM-based sparse DNN accelerators
Hoon Shin, Rihae Park, Seung Yul Lee, Yeonhong Park, Hyunseung Lee, Jae W. Lee
- 2022 (modified: 06 Oct 2022)
- DAC 2022
- Readers: Everyone
A 40nm 5.6TOPS/W 239GOPS/mm2 Self-Attention Processor with Sign Random Projection-based Approximation
Seong Hoon Seo, Soosung Kim, Sung Jun Jung, Sangwoo Kwon, Hyunseung Lee, Jae W. Lee
- 2022 (modified: 25 Apr 2023)
- ESSCIRC 2022
- Readers: Everyone

Co-Authors