About

I am a PhD student in Computer Science at University of Minnesota (UMN), advised by Yao-Yi Chiang and Dalton Lunga.

My research focuses on the transferability of learned representations, particularly in self-supervised learning (SSL). I am interested in understanding how SSL models learn representations that generalize across diverse downstream tasks, and how such representations can be learned efficiently.

Prior to this, I received my MS and BS in Computing Science from Simon Fraser University (SFU), and a BS in Materials Science & Engineering from Korea University. I also did an internship at KAIST, which ignited my journey in AI.

Resume


🎉 News

  • 2026.05: I will continue my internship with the GeoAI group at ORNL this Summer.
  • 2026.02: Our work on information-theoretic multimodal learning was accepted to CVPR 2026! See you in Denver 🌇
  • 2026.01: Our work on transferable self-supervised learning was accepted to ICLR 2026! See you in Rio 🇧🇷
  • 2026.01: I will continue my internship with the GeoAI group at ORNL this Spring.
 Click to expand (2025)
  • 2025.12: My undergrad intern at UMN, Nathan Stangler, presented our work SolarCLIP (a CLIP model for the Sun) at URS.
  • 2025.12: My undergrad intern at UMN, Shilong Xiang, received the UROP Award. Congrats!
  • 2025.09: I will continue my internship with the GeoAI group at ORNL this Fall.
  • 2025.08: Our paper, Transit for All: Mapping Equitable Bike2Subway Connection using Region Representation Learning, was accepted to SIGSPATIAL 2025!
  • 2025.05: I will be interning with the GeoAI group at ORNL this Summer.
  • 2025.02: My undergrad intern at UMN, Shilong Xiang, received the MURAJ In-Action Grant Award. Congrats!
  • 2025.01: Our paper, DiminishAR: Diminishing Visual Distractions via Holographic AR Displays, was accepted to CHI 2025! See you in Yokohama 🌸
  • 2025.01: I am fortunate to receive the CSE Data Science Initiative (DSI) Fellowship. We will be taking Spatial AI to the Sun!
 Click to expand (2024)
 Click to expand (2023)

✒️ Publications (selected)

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BWS

JangHyeon Lee, Philipe A. Dias, Yao-Yi Chiang, Dalton Lunga

CVPR 2026

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CP4SSL

JangHyeon Lee, Philipe A. Dias, Yao-Yi Chiang, Dalton Lunga

ICLR 2026

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DiminishAR

JangHyeon Lee, Lawrence Kim

CHI 2025


🤝 Service

Reviewer

  • ML: NeurIPS (‘26), ICML (‘26: 🥈 Silver Recognition), AAAI (‘26)
  • Vision: CVPR (‘26), ICRA (‘26), WACV (‘26), TCSVT (‘25)
  • GeoAI: SIGSPATIAL (‘25, ‘26), IGARSS (‘26), TSAS (‘25), GRSL (‘26)
  • HCI: CHI (‘26), UIST (‘25), IJHCI (‘26)

🎋 Miscellanea

“Your success in life will be determined largely by your ability to speak, your ability to write, and the quality of your ideas, in that order.”
Patrick Winston