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LeeChangmin0310/README.md

Chang-Min Lee

Typing SVG

Portfolio Website


πŸ‘‹ About Me

πŸŽ“ B.S. in Human-Centered AI @ Sangmyung University (Mar. 2020 – Feb. 2026)
πŸ§ͺ Research Intern @ MAILAB, Korea University (Aug. 2025 – Feb. 2026)
🧐 Integrated M.S.-Ph.D. @ MAILAB, Korea University (Mar. 2026 - Present)

🧠 Research Interest: Brain-Computer Interface (BCI), Visual Brain Decoding, Brain-Inspired AI
πŸ€– Goal: Realizing the "AI-to-Brain" paradigm to explore human brain dynamics.

πŸ“¬ Contact

Study Repo Badge


πŸ“„ Selected Publications

For a full list, please visit my Portfolio Website.

🧠 Brain-Computer Interface & Affective Computing

  • Define--Align--Fuse: Dual-Stream EEG-Vision Alignment using Hierarchical CLIP Representation (Tentative)
    CM. Lee, JM. Kim, W. Choi, Y. Choi, TE. Kam†.
    ✍️ Status: In Preparation for IEEE International Winter Conference on Brain-Computer Interface (IEEE BCI Winter 2026).
    πŸ“ Note: Proposes a novel architecture fusing Dorsal, Ventral, and Global EEG encoders. (†: Corresponding Author)

  • Brain-Inspired Dual-Stream Fusion for EEG-to-Image Retrieval
    C. Lee*, JM. Kim*, W. Choi, Y. Choi, TE. Kam†.
    βœ… Status: Published in Proceedings of the 2025 KOSOMBE Fall Conference (Poster Presentation).
    πŸ”— Proceedings (pp. 306-307)
    πŸ“ Note: (*: Co-first Author, †: Corresponding Author)

  • Emotion Recognition from rPPG via Physiologically Inspired Temporal Encoding
    C. Lee, H. Lee, M. Whang†.
    βœ… Status: Published in Sensors (SCIE), 25(13), 3995, 2025.
    πŸ”— Paper Link
    πŸ“ Note: (†: Corresponding Author)

🎨 Generative AI & Virtual Reality

  • Text2VR: A Modular Pipeline for Interactive VR Scenes from a Single Text Prompt
    CM. Lee*, S. Myoung*, M. An*, Y. Jin*, EC. Lee†.
    βœ… Status: Submitted to Journal of Korea Computer Game Society (JKCGS).
    πŸ“ Note: (*: Co-first Author, †: Corresponding Author)

  • πŸš€ More updates coming soon


πŸ’Ό Career

Period Role / Institution Description
2026.03 - Present Integrated M.S.-Ph.D., MAILAB, Korea Univ. Brain-Computer Interface and Artificial Intelligence.
2025.08 – 2026.02 Research Intern, MAILAB, Korea Univ. Visual Brain Decoding (BCI)
- Proposed a dual-stream EEG encoder inspired by ventral/dorsal pathways.
- Aligned EEG with CLIP features for zero-shot image retrieval.
2025.01 – 2025.10 Research Intern, Emotion Contents Tech. Center Affective Computing
- Developed rPPG-based emotion recognition models (Sensors Paper).
- Managed MAHNOB-HCI dataset pipeline.
2024.01 – 2024.12 President, BAMBOO (Academic Club) Led Human-Centered AI department's academic club; organized seminars and projects.
2024.07 – 2024.08 Participant, OUTTA AI Bootcamp Completed Deep Learning (Advanced) course hosted by SNU GEC.
2020 – 2026.02 B.S. Student, Sangmyung University Human-Centered AI Major.

πŸ† Honors and Awards

Honors & Scholarships

  • National Science & Engineering Scholarship, KOSAF
    • Full Tuition Scholarship for 4 semesters (2024 – 2025)
  • SW Talent Scholarship in AI, SW-centered University Business Group
    • Recipients of 1st and 2nd Semester (2024)
  • Army Commendation Medal (ARCOM), United States Army (Eighth Army)
    • Awarded for meritorious service during KATUSA service (2021)
  • Army Achievement Medal (AAM), United States Army
    • Awarded for outstanding achievement (2021)
  • Academic Excellence Scholarship, Sangmyung University
    • Spring 2020

Awards & Competitions

  • Ranked 18th (Top 1.5%), NeurIPS 2025 EEG Foundation Challenge
    • NeurIPS 2025 (1,183 Teams)
  • Excellence Award, Human AI Studio Festival 2025 (Graduation Project: Text2VR)
    • Sangmyung University (Nov. 2025)
  • 1st Prize, The 1st KASI and KAIST AI Competition
    • KASI and KAIST (2024)
  • Excellence Prize (2nd Place), AI & Cloud Service Contents Contest
    • SW-centered University Business Group (2024)
  • Top 8% (22nd/266 Teams), Medical AI (MAI) Competition
    • DACON (2024)
  • Top 5% (45th/906 Participants), SW-centered University Digital AI Competition
    • DACON (2024)
  • Encouragement Prize, 2023 BioHealth Data Contest (Dental Field)
    • BioHealth Innovation and Convergence University Business Group (2023)

🧱 Tech Stacks

πŸ”₯ Main Tech Stacks πŸ”₯

#### ✨ Sub Tech Stacks ✨


πŸ›  Tools πŸ› 



πŸ’» Operating Systems πŸ’»


πŸ“Š GitHub Status

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  1. I'm an early 🐀 I'm an early 🐀
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    🌞 Morning    88 commits  β–ˆβ–ˆβ–ˆβ–‹β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  17.8%
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    πŸŒ† Daytime   215 commits  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  43.4%
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    πŸŒƒ Evening   151 commits  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  30.5%
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    πŸŒ™ Night      41 commits  β–ˆβ–‹β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   8.3%
  2. LeeChangmin0310.github.io LeeChangmin0310.github.io Public

    Source code for Changmin Lee's Academic Portfolio. 🧠 "From Brain-to-AI, Towards AI-to-Brain"

    SCSS 1

  3. NeurIPS-2025-EEG-Foundation-Challenge/.github NeurIPS-2025-EEG-Foundation-Challenge/.github Public

    Solution for NeurIPS 2025 EEG Foundation Challenge (Rank 18th/1,183, Top 1.5%). Exploring Cross-Task & Cross-Subject Decoding on HBN-EEG.

    1

  4. Text2VR/Text2VR Text2VR/Text2VR Public

    Multi-stage text-to-VR pipeline that generates 360Β° panoramas, interactive 3D assets, and VR-ready scenes from a single prompt.

    C++ 1

  5. CODEEG CODEEG Public

    🧠NeuroEngineering - User clothing recommendation service using brain waves🧠

    Python 1

  6. ReMOTION-Temporal ReMOTION-Temporal Public

    Official implementation of "Emotion Recognition from rPPG via Physiologically-Inspired Temporal Encoding and Attention-based Curriculum Learning"

    Python 7 2