Chanhee Lee

Hi! I am Chanhee Lee. I am majoring in Applied Artificial Intelligence at Sungkyunkwan University. My primary research interest lies in Video Summarization. Additionally, I am actively studying Generative AI to broaden my understanding of AI technologies.

Chanhee Lee

Education

Mar. 2021 – Present
Sungkyunkwan University, Seoul, South Korea
B.S. in Applied Artificial Intelligence

Experience

Sep. 2025 – Dec. 2025
Efficient Learning Laboratory (ELL), SKKU, Suwon, South Korea
Undergraduate Research Intern (Advisor: Prof. Hankook Lee)

Projects

Oct. 2025 – Nov. 2025
[P4] Rethinking Diffusion-Based Augmentation: Why Single Prompt Fails, Course Project
Conducted a controlled study on single-prompt diffusion-based augmentation and its impact on generalization.
[Report] [Code]
May 2025 – Jun. 2025
[P3] N-TIDE: Debiasing Unimodal Vision Models via Neutral Text Inversion with CLIP, Course Project
Developed a CLIP-guided two-stage framework to distill debiased semantic representations into a unimodal vision model.
[Report] [Code]
Mar. 2025 – Jun. 2025
[P2] BRNet: Bio-Receptor Networks for Object Detection with Zero-Shot Domain Adaptation, Undergraduate Research Program
Proposed and validated a biologically inspired luminance-adaptive detection framework for zero-shot day-to-night adaptation.
[Report] [Code]
Jan. 2025 – Mar. 2025
[P1] CoReaP: Collaborative Reconstruction with Assistive Priors, AI Research Competition
Proposed a frequency-guided two-path transformer architecture for structured and detail-preserving image inpainting.
[Report] [Code]

Awards

Jun. 2025
Dacon 2025 Bias-A-Thon, Top-4

Developed prompt engineering and RAG methods for generating fair responses under biased scenarios.