Jinuk Kim

PhD student, Seoul National University

Joined

September 2021

Names

Jinuk Kim (Preferred)

,

Justin Jinuk Kim

Emails

****@snu.ac.kr (Confirmed)

,

****@mllab.snu.ac.kr (Confirmed)

,

****@mllab.snu.ac.kr (Confirmed)

Personal Links

Career & Education History

PhD student

Seoul National University (snu.ac.kr)

2023 – 2028

Intern

Google (google.com)

2024 – 2025

Undergrad student

Seoul National University (snu.ac.kr)

2017 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2023 – 2028

Expertise

No areas of expertise listed

Publications

KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction
Jang-Hyun Kim, Jinuk Kim, Sangwoo Kwon, Jae W. Lee, Sangdoo Yun, Hyun Oh Song
- ES-FoMo III
- Readers: Everyone
KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction
Jang-Hyun Kim, Jinuk Kim, Sangwoo Kwon, Jae W. Lee, Sangdoo Yun, Hyun Oh Song
- NeurIPS 2025 oral
- Readers: Everyone
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance
Jinuk Kim, Marwa El Halabi, Wonpyo Park, Clemens JS Schaefer, Deokjae Lee, Yeonhong Park, Jae W. Lee, Hyun Oh Song
- ICML 2025 poster
- Readers: Everyone
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging
Jinuk Kim, Marwa El Halabi, Mingi Ji, Hyun Oh Song
- ICML 2024 Poster
- Readers: Everyone
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming
Jinuk Kim, Yeonwoo Jeong, Deokjae Lee, Hyun Oh Song
- ICML 2023 Poster
- Readers: Everyone
Dataset Condensation via Efficient Synthetic-Data Parameterization
Jang-Hyun Kim, Jinuk Kim, Seong Joon Oh, Sangdoo Yun, Hwanjun Song, Joonhyun Jeong, Jung-Woo Ha, Hyun Oh Song
- 21 Dec 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors