CV

Education

• M.S. in Computer Science and Engineering, Korea University (2025.03 – Present)
  • Advisor: Prof. Paul Hongsuck Seo
• B.S. in Computer Science and Engineering, Korea University (2019.03 – 2025.02)

Experience

• Research Intern, MIIL (Multimodal Interactive Intelligence Laboratory), Korea University, Korea (2024.07 – 2025.02)
  • Advisor: Prof. Paul Hongsuck Seo
• Research Intern, AI Lab, Korea University, Korea (2024.01 – 2024.06)
  • Advisor: Prof. Dongsuk Yook

Publications

DGMO: Training-Free Audio Source Separation through Diffusion-Guided Mask Optimization

Geonyoung Lee*, Geonhee Han*, Paul Hongsuck Seo. (2025). "DGMO: Training-Free Audio Source Separation through Diffusion-Guided Mask Optimization." Interspeech 2025. (* equal contribution)

Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression

Dohyun Kim*, Sehwan Park*, Geonhee Han, Seung Wook Kim, Paul Hongsuck Seo. (2025). "Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression." CVPR 2025.

CycleDiffusion: Voice Conversion Using Cycle-Consistent Diffusion Models

Dongsuk Yook, Geonhee Han, Hyung-Pil Chang, In-Chul Yoo. (2024). "CycleDiffusion: Voice Conversion Using Cycle-Consistent Diffusion Models." Applied Sciences, 14(20), 9595.

Awards & Honors

• Grand Prize, Yongin City SW/AI Hackathon (2023)
• 1st Place (Private Leaderboard), Dacon Twitter Sentiment Analysis Challenge

Teaching

• Teaching Assistant, Korea University COSE474 Deep Learning (Spring 2025)
• Instructor, DLAB Coding Academy (2022.12 – 2023.02)

Service and Leadership

• President, Classical Guitar Club, Korea University (2019.12 – 2020.12)