About

I am a PhD student 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

  • 2026.09: I will be joining Samsung Research America (SRA) as an AI Scholar this Fall. See you in Mountain View :)
  • 2026.08: Two papers (research and demo track) were accepted to SIGSPATIAL 2026! See you in Riverside :)
  • 2026.05: My undergrad intern at UMN, Yiling Sun, received the 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)
  • 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)

sym

BWS

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

CVPR 2026

sym

CP4SSL

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

ICLR 2026

sym

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