• Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea (Mar 2023 ~ Present)

Integrated Master's & Ph.D. Program in Electrical Engineering 

Advisor: Yong Man Ro

• Korea University, Seoul, Republic of Korea (Mar 2017 ~ Feb 2023)

B.S. in Electrical Engineering

Thesis: Color Constancy Using Phase Information of AC Light Sources (Advised by Prof. Jong-Ok Kim)

• Language-guided Learning for Object Detection Tackling Multiple Variations in Aerial Images

Sungjune Park, Hyunjun Kim, Beomchan Park, Yong Man Ro

Under Review [paper]

• Phantom of Latent for Large Language and Vision Models

Byung-Kwan Lee, Sangyun Chung, Chae Won Kim, Beomchan Park, Yong Man Ro

Technical Report [paper]

• TroL: Traversal of Layers for Large Language and Vision Models

Byung-Kwan Lee, Sangyun Chung, Chae Won Kim, Beomchan Park, Yong Man Ro

Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024, [paper]

• Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Byung-Kwan Lee, Chae Won Kim, Beomchan Park, Yong Man Ro

Annual Conference on Neural Information Processing Systems (NeurIPS), 2024, [paper]

• MoAI: Mixture of All Intelligence for Large Language and Vision Models

Byung-Kwan Lee, Beomchan Park, Chae Won Kim, Yong Man Ro

European Conference on Computer Vision (ECCV), 2024, [paper]

• CoLLaVO: Crayon Large Language and Vision mOdel

Byung-Kwan Lee, Beomchan Park, Chae Won Kim, Yong Man Ro

Findings of the Annual Meeting of the Association for Computational Linguistics (ACL), 2024, [paper]

• Conference/Journal Reviewer

IEEE International Conference on Image Processing (ICIP) 2024 Workshop

IEEE International Conference on Image Processing (ICIP) 2025 Workshop

ACL ARR 2025 May

IEEE Transactions on Circuits and Systems for Video Technology

IEEE Signal Processing Letters

• Teaching

EE305 Introduction to Electronics Design Lab, KAIST (2023 Fall, 2024 Spring)

EE837 Special Topics in Signal Processing: Multimedia Processing and Learning, KAIST (2024 Fall)

EE474 Introduction to Multimedia, KAIST (2025 Spring)

• National Scholarship

2023, 2024, 2025