Hongsun Jang
I am an integrated Ph.D student in the Department of Electrical and Computer Engineering at Seoul National University from 2023.
My research interests are mainly focusing on distributed learning and building efficient system for training neural network.
Email: hongsun.jang@snu.ac.kr
Github: github.com/hongsunjang
CV : CV
Publication
2024
- Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System
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Hongsun Jang, Jaeyong Song, Jaewon Jung, Jaeyoung Park, Youngsok Kim, and Jinho Lee
HPCA (Best Paper Award-Honorable Mention), 2024
Paper,
arXiv,
GitHub,
Video,
Poster
Top Conf.
Syst. SW
Arch.
AI/ML
- PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor
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Jaewon Jung, Hongsun Jang, Jaeyong Song, and Jinho Lee
CVPR (to appear), 2024
Top Conf.
AI/ML
- Pipette: Automatic Fine-Grained Large Lanaguage Model Training Configurator for Real-World Clusters
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Jinkyu Yim1, Jaeyong Song1, Yerim Choi, Jaebeen Lee, Jaewon Jung, Hongsun Jang, and Jinho Lee
DATE (to appear), 2024
Top Conf.
AI/ML
Syst. SW
2023
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Pipe-BD: Pipelined Parallel Blockwise Distillation
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Hongsun Jang, Jaewon Jung, Jaeyong Song, Joonsang Yu, Youngsok Kim, and Jinho Lee
DATE, 2023,
Paper,
arXiv,
GitHub
Top Conf.
AI/ML
Syst. SW
-
Fast Adversarial Training with Dynamic Batch-level Attack Control
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Jaewon Jung, Jaeyong Song, Hongsun Jang, Hyeyoon Lee, Kanghyun Choi, Noseong Park, and Jinho Lee
DAC, 2023,
Paper
Top Conf.
AI/ML
-
Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression
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Jaeyong Song1, Jinkyu Yim1, Jaewon Jung, Hongsun Jang, Hyung-Jin Kim, Youngsok Kim, and Jinho Lee
ASPLOS, 2023,
Paper,
arXiv,
Top Conf.
AI/ML
Syst. SW
1 indicates co-first authors
Awards
- Best Paper Award Honorable Mention (March 2024)
- Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System (HPCA'24)
- The 30th Humantech Paper Award (February 2024)
- Participation Prize, Computer Science and Engineering
Teaching Experience
- Digital System Design and Practices (430.315A)
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Teaching Assistant, Fall 2023
- Programming Methodology (430.211)
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Teaching Assistant, Spring 2023