🔥 About me

I’m a Ph.D. student in the Big Data Lab at Inha University, advised by Prof. Dong-Wan Choi. I received my B.S. and M.S. degrees from Inha University in 2023 and 2025, respectively.

My research focuses on developing efficient AI models for real-world deployment, particularly by accelerating the inference time of large-scale models, with the goal of bringing AI closer to practical everyday use.

Related keywords: Vision-Language Models, Model Efficiency, Token Pruning

📝 International Publications

• Shunjie Wen, Kyung-Hwan Lee, Gimoon Lee, Seongsoo Heo, Jaeyeon Lee, Sangyeob Shin, Gyuwon Moon, Jiwoong Kim and Dong-Wan Choi, “Looking at Your Photo, What Comes to Mind? Personalized Memory Internalization for Dementia Reminiscence”, IJCAI Demo Track 2026
• Hyemin Lim, Jaeyeon Lee and Dong-Wan Choi, “PGB: One-Shot Pruning for BERT via Weight Grouping and Permutation”, JAIR 2026
• Jaeyeon Lee and Dong-Wan Choi, “Lossless Token Merging Even Without Fine-Tuning in Vision Transformers”, ECAI 2025

📝 Domestic Publications

• Jaeyeon Lee, Ji-Woong Kim and Dong-Wan Choi, “Zero-Shot Online Object Identification Using Pre-Trained DeiT and DINO Models”, KSC 2025
• Jaeyeon Lee and Dong-Wan Choi, “A Token Selection Method for Effective Token Pruning in Vision Transformers”, Journal of KIISE 2024

📖 Educations

• 2025.03 - Present, Ph.D., Artificial Intelligence, Inha University, Korea.
• 2023.03 - 2025.02, M.S., Artificial Intelligence, Inha University, Korea.
• 2017.03 - 2023.02, B.S., Computer Engineering, Inha University, Korea.

💻 Experiences

• 2025.09 - 2025.12, Teaching Assistant for Discrete Structure and Data Mining, Inha University.
• 2025.03 - 2025.06, Teaching Assistant for Data Structure and Database, Inha University.
• 2023.03 - 2023.06, Laboratory Assistant for Data Structure, Inha University.
• 2022.07 - 2023.02, Research Intern, Big Data Lab, Inha University.
• 2017.08 - 2019.04, Military Service.