About Me
Thanks for visiting my website!π
I am an incoming Ph.D. student at UNC Chapel Hill, MURGe-Lab (Advisor: Prof. Mohit Bansal).
I received a M.S. degree in Artificial Intelligence at KAIST in Aug 2024 and a B.S. degree in Electrical Engineering at KAIST in Feb 2023.
Research Interests
My goal is to promote AI democratization by developing resource-efficient multimodal models that make AI more accessible and interactive for anyone.
- Multimodal: Vision-Language, Audio-Visual, Interleaved modalities
- Efficiency in data & algorithms: Data selection, Continual learning, Curriculum learning
- Efficiency in systems: Retrieval-Augmented Generation, Information retrieval
- Efficiency in architectures: Mixture of Experts, Token reduction, Model Compression
- Interpretability: Interpretable LLM and MLLM, Attribution methods
π Publications
(* denotes the equal contribution and ^ denotes the equal advising)
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Preprint
Jaewoo Lee*, Joonho Ko*, Jinheon Baek*, Soyeong Jeong, Sung Ju Hwang
Preprint.
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EMNLP
Jaewoo Lee, Boyang Li^, Sung Ju Hwang^
Conference on Empirical Methods in Natural Language Processing, Main conference Long paper (EMNLP), 2024.
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ICML
Jaewoo Lee*, Jaehong Yoon*, Wongjae Kim, Yunji Kim, Sung Ju Hwang
International Conference on Machine Learning (ICML), 2024.
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ICSV
Wonjun Yi, Jung-Woo Choi, Jaewoo Lee
International Congress on Sound and Vibration (ICSV), 2023.
π Educations
- 2023.03 - 2024.08, M.S. in Artificial Intelligence. KAIST.
- Thesis: Efficient Training Techniques for Multimodal Learning (PDF)
- A half-year early graduation.
- 2020.03 - 2023.02, B.S. in Electrical Engineering. KAIST.
- Summa Cum Laude
- One-year early graduation.
π» Research Experiences
- 2024.08 - current, AI Researcher, DeepAuto, South Korea.
- 2023.03 - 2024.08, Master degree Student, MLAI Lab, KAIST, South Korea.
- 2021.09 - 2022.06, Research Intern, Smart Sound Systems Lab, KAIST, South Korea.
- 2021.06 - 2021.08, Research Intern, Urban Robotics Lab, KAIST, South Korea.
π Honors and Awards
- KAIST Summa Cum Laude Award, Feb. 2023
- National Scholarship for Science & Engineering, Sep. 2022 - Feb. 2023
- Encouragement Award for the Undergraduate Research Program, Aug. 2022
- KAIST Deanβs List (College of Engineering), Aug. 2022
- KAIST Deanβs List (School of Freshman), Aug. 2020
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