Daeun(Dana) Lee

About Me

Thanks for visiting my website! ✨
I am a 1st-year Ph.D. student at UNC Chapel Hill, MURGe-Lab (Advisor: Prof. Mohit Bansal).
Previously, I was advised by Prof. Jinkyu Kim at Korea University and Prof. Sung Ju Hwang at KAIST.

Research Interests

• Reliability of Multimodal LLMs : OOD Generalization, Evaluation Metrics for Faithfulness
• Self-Evolving/Correcting Models: Model-Guided Verification
• Video Generation/Understanding
• Embodied AI: Perception in Robot Learning, Self-Driving

News

• [May. 2025] Join Adobe Research as 2025 Summer Intern 🎨
• [Jan. 2025] I had an invited talk at Cisco Meraki about “Reliability of Text-to-Video Generation”.
• [Nov. 2024] New preprint is out: check out VideoRepair! 🎬
• [Aug. 2024] I started PhD journey at the UNC Chapel Hill MURGe-Lab! 🎓
• [May. 2024] One paper got accepted to ICML2024 🇦🇹
• [Apr. 2024] One paper got accepted to CVPRW2024 🇺🇸
• [Jan. 2023] One paper is oral-presented at WACV2023 🏝️
• [Dec. 2022] I finished my first research internship at NAVER LABS! 🚙

Publications

Services

• Conference Reviewer:
  • CVPR 2022,2024,2025
  • ECCV 2022,2024
  • AAAI 2025
  • ACL 2025

Acknowledgement

💐 I have always believed that my achievements and learning are based on collaboration and my great advisers. I really appreciate Mohit Bansal, Jaehong Yoon, Jinkyu Kim, Minhyeok Heo, Sung Ju Hwang, Sungbin Lim.

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