Sanghoon Lee

I am a PhD candidate in the Department of Electrical and Electronic Engineering at Yonsei University, working within the Computer Vision Lab, where I am fortunate to be advised by Bumsub Ham. My research interests include computer vision and multimodal understanding using VLMs/MLLMs, with a particular focus on visual recognition.

I expect to complete my PhD in August 2026. My CV is available upon request.

Email  /  Google Scholar  /  Github

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Education
  • Ph.D in Electrical & Electronic Engineering, Yonsei University, Seoul, Korea. (2026 Expected)
  • B.S. in Electrical & Electronic Engineering, Yonsei University, Seoul, Korea. (2019)
Publication
PLoPS: Localization-Aware Person Search with Prototypical Normalization
Sanghoon Lee, Youngmin Oh, Donghyeon Baek, Junghyup Lee, Bumsub Ham
Pattern Recognition, 2024
paper / project site / code
Decomposed Knowledge Distillation for Class-incremental Semantic Segmentation
Donghyeon Baek, Youngmin Oh, Sanghoon Lee, Junghyup Lee, Bumsub Ham
NeurIPS, 2022
paper / project site / code
OIMNet++: Prototypical Normalization and Localization-aware Learning for Person Search
Sanghoon Lee, Youngmin Oh, Donghyeon Baek, Junghyup Lee, Bumsub Ham
ECCV, 2022
paper / project site / code
Services
  • Reviewer for IEEE TPAMI 2022, 2025.
  • Reviewer for IJCV 2023, 2024, 2025.
  • Reviewer for IEEE TIP 2023, 2024.
  • Reviewer for CVPR 2023, 2024, 2025, 2026.
  • Reviewer for NeurIPS 2025.

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