Sangbeom Jeong

According to our database, Sangbeom Jeong authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

GASQ: Hardware-Friendly Gradient Distribution-Aware Split Quantization for Low-Bit CNN Training.

Sangbeom Jeong, Kwanghyun Koo, Hyun Kim

Proceedings of the International Conference on Electronics, Information, and Communication, 2025

LowGradQ: Adaptive Gradient Quantization for Low-Bit CNN Training via Kernel Density Estimation-Guided Thresholding and Hardware-Efficient Stochastic Rounding Unit.

Sangbeom Jeong, Seungil Lee, Hyun Kim

Proceedings of the Design, Automation & Test in Europe Conference, 2025

2024

Vision transformer models for mobile/edge devices: a survey.

Seung Il Lee, Kwanghyun Koo, Jong Ho Lee, Gilha Lee, Sangbeom Jeong, Seongjun O, Hyun Kim

Multim. Syst., April, 2024

A survey of FPGA and ASIC designs for transformer inference acceleration and optimization.

Beom Jin Kang, Haein Lee, Seok Kyu Yoon, Young Chan Kim, Sangbeom Jeong, Seong Jun O, Hyun Kim

J. Syst. Archit., 2024

SRU-Q: Hardware-friendly Stochastic Rounding Unit-based Gradient Quantization for CNN Training.

Sangbeom Jeong, Dahun Choi, Hyun Kim

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024