Seung Yul Lee

PhD student, Seoul National University

Joined

November 2023

Names

Seung Yul Lee (Preferred)

SeungYul Lee

Emails

****@gmail.com (Confirmed)

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

Personal Links

DBLP

Career & Education History

PhD student

Seoul National University (snu.ac.kr)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Jae W. Lee

2020 – Present

Expertise

No areas of expertise listed

Publications

SpareTrain: Fault-Tolerant LLM Training via Low-Cost Dual Modular Redundancy
Rihae Park, Yeonjae Kim, Seung Yul Lee, Yeonhong Park, Jae W. Lee
- ICLR 2026 Poster
- Readers: Everyone
FlashTP: Fused, Sparsity-Aware Tensor Product for Machine Learning Interatomic Potentials
Seung Yul Lee, Hojoon Kim, Yutack Park, Dawoon Jeong, Seungwu Han, Yeonhong Park, Jae W. Lee
- ICML 2025 spotlightposter
- Readers: Everyone
VGA: Hardware Accelerator for Scalable Long Sequence Model Inference
Seung Yul Lee, Hyunseung Lee, Jihoon Hong, SangLyul Cho, Jae W. Lee
- MICRO 2024
- Readers: Everyone
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
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
ASAP: Fast Mobile Application Switch via Adaptive Prepaging
Sam Son, Seung Yul Lee, Yunho Jin, Jonghyun Bae, Jinkyu Jeong, Tae Jun Ham, Jae W. Lee, Hongil Yoon
- USENIX ATC 2021
- Readers: Everyone
BOSS: Bandwidth-Optimized Search Accelerator for Storage-Class Memory
Jun Heo, Seung Yul Lee, Sunhong Min, Yeonhong Park, Sungjun Jung, Tae Jun Ham, Jae W. Lee
- 2021 (modified: 15 May 2022)
- ISCA 2021
- Readers: Everyone
Unlocking Wordline-level Parallelism for Fast Inference on RRAM-based DNN Accelerator
Yeonhong Park, Seung Yul Lee, Hoon Shin, Jun Heo, Tae Jun Ham, Jae W. Lee
- 2020 (modified: 10 Jan 2025)
- ICCAD 2020
- Readers: Everyone