Byeongcheol Kim

According to our database, Byeongcheol Kim authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

LightRot: A Light-Weighted Rotation Scheme and Architecture for Accurate Low-Bit Large Language Model Inference.

Sangjin Kim, Yuseon Choi, Jungjun Oh, Byeongcheol Kim, Hoi-Jun Yoo

IEEE J. Emerg. Sel. Topics Circuits Syst., June, 2025

A 9.6 TOPS/W Vision Transformer Processor with Hierarchical Token Merging for Similarity-Driven Difference Computing.

Jungjun Oh, Sangjin Kim, Jiwon Choi, Byeongcheol Kim, Hoi-Jun Yoo

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

A 4.21 TFLOPS/W Memory-Efficient LLM Inference Accelerator with Bit-Layered Non-Uniform Quantization.

Byeongcheol Kim, Sangjin Kim, Sangwoo Ha, Soyeon Um, Kyomin Sohn, Hoi-Jun Yoo

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

2024

Burned-Area Mapping Using Post-Fire PlanetScope Images and a Convolutional Neural Network.

Byeongcheol Kim, Kyungil Lee, Seonyoung Park

Remote. Sens., July, 2024

Satellite Based Burn Severity Mapping Using Machine Learning Approaches.

Byeongcheol Kim, Seonyoung Park, Kyungil Lee

Proceedings of the International Conference on Electronics, Information, and Communication, 2024