I am a M.S. student at CVLab in Yonsei University, advised by Prof. Bumsub Ham, and also affiliated with KDST in Kyung Hee University (formerly at KIST), co-advised by Prof. Suhyun Kim.
I am broadly interested in building trustworthy and safe AI that can operate reliably under real-world conditions. In parallel, I am also interested in making large model architectures more adaptable and efficient.
My recent research interests include the following topics:
- Trustworthy and Safe AI
- Efficient Architecture for Large Models
π₯ News
- 2025.05: Β One paper is accepted to ICML 2025
- 2025.02: Β New preprint is out: ELITE
- 2024.12: Β One paper is accepted to AAAI 2025
π Publications
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ELITE: Enhanced Language-Image Toxicity Evaluation for Safety
Wonjun Lee*, Doehyeon Lee*, Eugene Choi, Sangyoon Yu, Ashkan Yousefpour, Haon Park, Bumsub Ham, Suhyun Kim (* Equal Contribution)
International Conference on Machine Learning (ICML) 2025
[Paper] / [Project Page] / [Dataset] -
Maximizing the Position Embedding for Vision Transformers with Global Average Pooling
Wonjun Lee, Bumsub Ham, Suhyun Kim
Association for the Advancement of Artificial Intelligence (AAAI) 2025
[Paper] / [Project Page]
π Educations
- 2024.03 - Present, M.S. in Electrical and Electronic Engineering, Yonsei University.
- 2018.03 - 2024.02, B.S. in Software Convergence, Kyung Hee University.
π» Work Experience
- 2022.12 - 2023.06, Research Intern in the Center for Artificial Intelligence at Korea Institute of Science and Technology (KIST), Seoul, South Korea.
π Honors and Awards
- 2023.02, Academic Scholarship β Kyung Hee University
- 2022.12, Excellence Award, Junior Paper Competition β Korean Institute of Information Scientists and Engineers
- 2022.12, Silver Prize, Software Mileage Program β Kyung Hee University
- 2022.12, Grand Prize, Portfolio Competition β Kyung Hee University
- 2022.11, Gold Prize, 2022 AI-hub Hackathon β Korean Institute of Smart Media
- 2022.11, Scholarship Recipient β Gyeongju City Government
- 2022.09, Honorable Mention, Club Competition β Kyung Hee University