Search for Jaewon Jung's papers on the Publications page
I am a Ph.D student in the Department of Electrical and Computer Engineering at Seoul National University. My research interests are adversarial robustness and distributed learning. I enjoy boogaloo dance as a hobby.
Publications
GraNNDis: Fast Distributed Graph Neural Network Training Framework for Multi-Server Clusters
The International Conference on Parallel Architectures and Compilation Techniques (PACT)
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Oct 2024
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To appear
PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor
Computer Vision and Pattern Recognition Conference (CVPR)
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Mar 2024
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10.48550/arXiv.2403.06668
Pipette: Automatic Fine-Grained Large Language Model Training Configurator for Real-World Clusters
Design, Automation and Test in Europe Conference (DATE)
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Mar 2024
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10.23919/DATE58400.2024.10546826
Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System
Best Paper Award-Honorable Mention, International Symposium on High-Performance Computer Architecture (HPCA)
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Mar 2024
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10.1109/HPCA57654.2024.00034
Pipe-BD: Pipelined Parallel Blockwise Distillation
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE)
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Apr 2023
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10.23919/DATE56975.2023.10137044
Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2
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Jan 2023
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10.1145/3575693.3575712
Fast Adversarial Training with Dynamic Batch-level Attack Control
Design Automation Conference (DAC)
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Jul 2023
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10.1109/DAC56929.2023.10247930
Education
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Seoul National University (September 2023 - Present)
- Ph.D student in Electrical and Computer Engineering
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Yonsei University (September 2021 - August 2023)
- Master of Artificial Intelligence
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Korea University (March 2017 - February 2021)
- Bachelor of Economics in Statistics
- Bachelor of Financial Engineering
Experience
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CJ Logistics (June 2021 - July 2021)
- Internship
- Job : IT strategy
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Bucketplace, Co., Ltd (December 2020 - June 2021)
- Full-time Data Analyst
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Electronics and Telecommunications Research Institute (July 2020 - August 2020)
- Research Trainee
- TM/TDP : Correlation analysis between the number of mobile stations and traffic volume and prediction of the number of subscribers and traffic volume.
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MINDs and company (December 2019 - March 2020)
- Intern
- Project : Automatic payment review classification for insurance claims.
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Republic of Korea Air Force (March 2017 - February 2019)
- 2 years of Compulsory Military Service. Served as a sergeant.
Awards and Honors
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Yulchon AI Star Scholarships ($8,000) (September 2024)
- Youlchon Foundation & SNU AI Institute
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Best Paper Award Honorable Mention (March 2024)
- Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System (HPCA’24)
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The 30th Samsung Humantech Paper Award (February 2024)
- Encouragement prize
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LG Display AI & Big Data Competition (December 2022)
- Excellence prize
- Hosted by LG Display and Yonsei university
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2021 Data Creator Camp (October 2021)
- Excellence prize
- Hosted by National Information Society Agency (NIA)
Teaching Experience
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Programming Methodology (430.211)
- Teaching Assistant, Spring 2023
- Teaching Assistant, Spring 2024
- Email : id@snu.ac.kr
- id = CONCATENATE(jung,jaewon)
- where CONCATENATE(ab,cd)=abcd