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Achievements

Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault ContributorAchievement: Starstruck
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@Kawaian @NeuralAction
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gmlwns2000/README.md

I am Heejun Lee. I am an undergraduate student at the KAIST School of Computing. Hello, World! ๐Ÿฑ

My research interest includes:

  • Neural Network Compression and Computation Optimization
  • Large-scale Machine Learning System Design, Develop, and Serving
  • General Purpose AI (NLP/CV)

Education

  • Korea Advanced Institute of Science and Technology (KAIST) | Mar. 2020 - Aug. 2024 (Expected) | B.S. in Computer Science

Conference 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)

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

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' ์ œ 9ํšŒ ํ•œ๊ตญ์ฒญ์†Œ๋…„๊ณผํ•™์ฐฝ์˜๋Œ€ํšŒ(ISEF-K) 1๋“ฑ (1st Place)
  • 17' ์ œ 34ํšŒ ํ•œ๊ตญ์ •๋ณด์˜ฌ๋ฆผํ”ผ์•„๋“œ(Korea Olympiad in Informatics; KOI) ๊ณต๋ชจ๋ถ€๋ถ„ ๊ธˆ์ƒ (Gold Medal; 2nd Place)
  • 16' ์ œ 33ํšŒ ํ•œ๊ตญ์ •๋ณด์˜ฌ๋ฆผํ”ผ์•„๋“œ(Korea Olympiad in Informatics; KOI) ๊ณต๋ชจ๋ถ€๋ถ„ ๊ธˆ์ƒ (Gold Medal; 2nd Place)

Pinned

  1. sea-attention sea-attention Public

    Official Implementation of SEA: Sparse Linear Attention with Estimated Attention Mask (ICLR 2024)

    Python 3

  2. sttabt sttabt Public

    [ICLR2023] Official code of Sparse Token Transformer with Attention Back-Tracking

    Jupyter Notebook 6

  3. NeuralAction/NeuralAction NeuralAction/NeuralAction Public

    Neural Action is a real-time CNN-based gaze tracking application providing human-machine interface to improve accessibility.

    C# 48 5

  4. NeuralAction/Vision NeuralAction/Vision Public

    Computer Vision And Neural Network with Xamarin

    Jupyter Notebook 55 14

  5. sharkshark-4k sharkshark-4k Public

    Upscale Twitch stream and restream into Twitch or RTMP or File.

    Python 15 1

  6. Symphony Symphony Public

    WPF-based powerful music player. Playlists, Lyrics, Youtube, MMD supports!

    C# 4 1