I am a first-year Ph.D. student in Computer Science at Carnegie Mellon University, where I am fortunate to be advised by Tim Dettmers.

Before CMU, I was a researcher at Samsung Research, where I worked with Yongkweon Jeon. I completed my M.S. in Computer Science at Korea University under the guidance of Hyunwoo J. Kim.

My research interests include AI coding agents, agent environments, and multimodal agents.

I enjoy chatting with people from diverse backgrounds. Feel free to reach out via email.

News

• 2025.08 Started Ph.D. at Carnegie Mellon University
• 2025.07 Awarded Kwanjeong Educational Foundation Scholarship
• 2025.05 One paper accepted to ICML 2025
• 2024.09 One paper accepted to NeurIPS 2024
• 2024.02 One paper accepted to CVPR 2024
• 2024.02 Graduated with M.S. from Korea University
• 2023.07 One paper accepted to ICCV 2023
• 2022.02 One paper accepted to CVPR 2022

Publications

(*: equal contribution)

BoA: Attention-aware Post-training Quantization without Backpropagation
Junhan Kim, Ho-young Kim, Eulrang Cho, Chungman Lee, Joonyoung Kim, Yongkweon Jeon
ICML, 2025
[paper][code]

Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers
Junhan Kim, Chungman Lee, Eulrang Cho, Kyungphil Park, Ho-young Kim, Joonyoung Kim, Yongkweon Jeon
NeurIPS, 2024
[paper][code]

Retrieval-Augmented Open-Vocabulary Object Detection
Jooyeon Kim*, Eulrang Cho*, Sehyung Kim, Hyunwoo J. Kim
CVPR, 2024
[paper][code]

Distribution-Aware Prompt Tuning for Vision-Language Models
Eulrang Cho*, Jooyeon Kim*, Hyunwoo J. Kim
ICCV, 2023
[paper][code]

Mr. BiQ: Post-Training Non-Uniform Quantization Based on Minimizing the Reconstruction Error
Yongkweon Jeon*, Chungman Lee*, Eulrang Cho*, Yeonju Ro*
CVPR, 2022
[paper]