I am Heejun Lee. I am an undergraduate student at the KAIST School of Computing. Hello, World! 🐱
My research interest includes:
- Efficient AI Models and Frameworks
- Large-scale Machine Learning System Design, Develop, and Serving
- Neural Network Compression and Computation Optimization
🔥 News
- 2024.06.10: I made the homepage!
📝 Publications
SEA: Sparse Linear Attention with Estimated Attention Mask
[paper][code] Heejun Lee, Jina Kim, Jeffrey Willette, Sung Ju Hwang. ICLR 2024
Sparse Token Transformer with Attention Back Tracking
[paper][code] Heejun Lee, Minki Kang, Youngwan Lee, Sung Ju Hwang. ICLR 2023
(*: equal contribution)
🎖 Honors and Awards
- 23’F KAIST College of Engineering Leadership Award on Research Excellence
- 22’F KAIST College of Engineering Leadership Award on Research Excellence
- 22’S KAIST College of Engineering Dean’s List
- 18’ Intel International Science and Engineering Fair Finalist & 4th Grand Award in Robotics and Intelligent Machines
- 18’ 제 9회 한국청소년과학창의대회(ISEF-K) 1등 (1st Place)
- 17’ 제 34회 한국정보올림피아드(Korea Olympiad in Informatics; KOI) 공모부분 금상 (Gold Medal; 2nd Place)
- 16’ 제 33회 한국정보올림피아드(Korea Olympiad in Informatics; KOI) 공모부분 금상 (Gold Medal; 2nd Place)
📖 Educations
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Korea Advanced Institute of Science and Technology (KAIST) Mar. 2020 - Aug. 2024 (Expected) B.S. in Computer Science
Experiences
- KAIST MLAI. Oct 2022 -. Undergraduate Internship; Jul 2021 - Oct 2022. Undergraduate Individual Research
- DeepAuto.ai. Jan 2023 - May 2023. Research Engineer
- Transverse. Oct 2020 - Mar 2021. AI Lead Developer