Seungcheol Park

According to our database, Seungcheol Park authored at least 7 papers between 2019 and 2025.

Collaborative distances:

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

2025

Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability Information.

Seungcheol Park, Sojin Lee, Jongjin Kim, Jinsik Lee, Hyunjik Jo, U Kang

CoRR, June, 2025

Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models.

Seungcheol Park, Jeongin Bae, Beomseok Kwon, Minjun Kim, Byeongwook Kim, Se Jung Kwon, U Kang, Dongsoo Lee

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

A Comprehensive Survey of Compression Algorithms for Language Models.

Seungcheol Park, Jaehyeon Choi, Sojin Lee, U Kang

CoRR, 2024

Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models.

Seungcheol Park, Hojun Choi, U Kang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Knowledge-preserving Pruning for Pre-trained Language Models without Retraining.

Seungcheol Park, Hojun Choi, U Kang

CoRR, 2023

2019

How to Pick the Best Source Data? Measuring Transferability for Heterogeneous Domains.

Seungcheol Park, Huiwen Xu, Taehun Kim, Inhwan Hwang, Kyung-Jun Kim, U Kang

CoRR, 2019

Curved-Voxel Clustering for Accurate Segmentation of 3D LiDAR Point Clouds with Real-Time Performance.

Seungcheol Park, Shuyu Wang, Hunjung Lim, U Kang

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019