Sanghoon Lee

I am a PhD candidate in the Department of Electrical and Electronic Engineering at Yonsei University 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.

I expect to complete my PhD in August 2026.

Email  /  Google Scholar  /  Github

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News
  • 2026.05Recognized as an Outstanding reviewer for CVPR 2026.
  • 2026.04One paper accepted to CVPR 2026 (Findings).
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
Exploring Hierarchical Consistency and Unbiased Objectness for Open-Vocabulary Object Detection
Sanghoon Lee, Geon Lee, Hyekang Park, Bumsub Ham
CVPR, 2026 (Findings)
paper / code will be released soon
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.
  • Reviewer for ECCV 2026.

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