Jake Hyun

According to our database, Jake Hyun authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

UMATO: Bridging Local and Global Structures for Reliable Visual Analytics With Dimensionality Reduction.

Hyeon Jeon, Kwon Ko, Soohyun Lee, Jake Hyun, Taehyun Yang, Gyehun Go, Jaemin Jo, Jinwook Seo

IEEE Trans. Vis. Comput. Graph., 2025

DecDEC: A Systems Approach to Advancing Low-Bit LLM Quantization.

Yeonhong Park, Jake Hyun, Hojoon Kim, Jae W. Lee

Proceedings of the 19th USENIX Symposium on Operating Systems Design and Implementation, 2025

2024

Pushing the Envelope of Low-Bit LLM via Dynamic Error Compensation.

Yeonhong Park, Jake Hyun, Hojoon Kim, Jae W. Lee

CoRR, 2024

Log-Time K-Means Clustering for 1D Data: Novel Approaches with Proof and Implementation.

Jake Hyun

CoRR, 2024

Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs.

Yeonhong Park, Jake Hyun, SangLyul Cho, Bonggeun Sim, Jae W. Lee

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings.

Hyeon Jeon, Aeri Cho, Jinhwa Jang, Soohyun Lee, Jake Hyun, Hyung-Kwon Ko, Jaemin Jo, Jinwook Seo

Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023