About

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

I have broad interests in foundation models and self-supervised learning for real-world applications (e.g., remote sensing, on-device AI).

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 have also interned at Oak Ridge National Laboratory (ORNL) and KAIST.

Resume


🎉 News

  • 2026.10: One paper was accepted to WACV 2027. Congrats!
  • 2026.09: Two papers were accepted to NeurIPS 2026. Congrats!
  • 2026.09: Our team advanced to the top 3 at the OASIS 2026 Challenge and received a Google DeepMind Travel Grant. Congrats!
  • 2026.09: I will be joining Samsung Research America (SRA) as an AI Scholar this fall. See you in Mountain View :)
  • 2026.08: Two papers were accepted to SIGSPATIAL 2026. Congrats!
  • 2026.05: My undergraduate intern at UMN, Yiling Sun, received a UROP Award. Congrats!
  • 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)
 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

  • AI/ML: ICLR (‘27), NeurIPS (‘26), ICML (‘26: 🥈 Silver Recognition), TMLR (‘26), AAAI (‘26, ‘27)
  • Vision: CVPR (‘26), ICRA (‘26), WACV (‘26)
  • GeoAI: SIGSPATIAL (‘25, ‘26), IGARSS (‘26), TSAS (‘25)
  • HCI: CHI (‘26), UIST (‘25), VRST (‘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