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Migyeong Gwak

Researcher, Digital Health Team, Samsung

  • Joined September 2025

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Migyeong Gwak (Preferred)
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****@samsung.com (Confirmed)
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Researcher
Digital Health Team, Samsung (samsung.com)
Present
 
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Publications

  • Wavelet-Driven Masked Multiscale Reconstruction for PPG Foundation Models

    Megha Thukral, Cyrus Tanade, Simon A. Lee, Juhyeon Lee, Hao Zhou, Keum San Chun, Migyeong Gwak, Viswam Nathan, Md Mahbubur Rahman, Li Zhu, Mehrab Bin Morshed, Subramaniam Venkatraman, Sharanya Arcot Desai
    • Submitted to ICLR 2026
    • Readers: Everyone
  • HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series

    Simon A. Lee, Cyrus Tanade, Hao Zhou, Juhyeon Lee, Megha Thukral, Md Sazzad Hissain Khan, Keum San Chun, Baiying Lu, Migyeong Gwak, Mehrab Bin Morshed, Viswam Nathan, Md Mahbubur Rahman, Li Zhu, Subramaniam Venkatraman, Sharanya Arcot Desai
    • ICLR 2026 Poster
    • Readers: Everyone

Co-Authors

  • Baiying Lu
  • Cyrus Tanade
  • Hao Zhou
  • Juhyeon Lee
  • Keum San Chun
  • Li Zhu
  • Md Mahbubur Rahman
  • Md Sazzad Hissain Khan
  • Megha Thukral
  • Mehrab Bin Morshed
  • Sharanya Arcot Desai
  • Simon A. Lee
  • Subramaniam Venkatraman
  • Viswam Nathan
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