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H

Hyun Kim

research center for electrical and information technology

23H指数
203论文数
2.7K被引数
收录论文 44
发表时间
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GQ-Train: Gradient Quantization-aware CNN Training with adaptive thresholding and hardware-friendly stochastic rounding unitGQ-Train：基于自适应阈值和硬件友好随机舍入单元的梯度量化感知卷积神经网络训练
errNeurocomputing
IF6.5
err2026-08-26
err0
PREAI
errSangbeom Jeong; Seungil Lee; Hyun Kim
err分享
err收藏
Towards efficient language giants: A comprehensive survey on structural optimizations and compression techniques for large language models迈向高效语言巨头：关于大型语言模型结构优化和压缩技术的全面综述
errNeural Networks
IF6.3
err2026-03-28
err0
PREAI
errGilhyeon Lee; Seonggeun Kim; Dongjun Lee; Kyungmin Goh; Hyun Kim
err分享
err收藏
Accelerating language giants: A survey of optimization strategies for LLM inference on hardware platforms加速语言巨头：硬件平台上LLM推理优化策略综述
errJournal of Systems Architecture
IF4.1
err2026-01-03
err0
PREAI
errYoung Chan Kim; Seok Kyu Yoon; Sung Soo Han; Chae Won Park; Jun Oh Park; Jun Ha Ko; Hyun Kim
err分享
err收藏
Auto-accel: a SW/HW co-design framework with adaptive unified buffer mapping and power-of-two quantization for FPGA-based object detection acceleratorsAuto-accel：一种具有自适应统一缓冲区映射和2的幂次量化功能的SW/HW协同设计框架，适用于基于FPGA的目标检测加速器
errJournal of Real-Time Image Processing
IF3
err2025-11-13
err0
PREAI
errJunha Ko; Dongjun Lee; Youngchan Kim; Hyun Kim
err分享
err收藏
VFT: A versatile fine-tuning scheme based on feature distribution-aware knowledge distillation for lightweight convolutional neural networksVFT：一种基于特征分布感知知识蒸馏的轻量级卷积神经网络通用微调方案
errEngineering Applications of Artificial Intelligence
IF8
err2025-07-04
err0
PREAI
errHyeonseok Hong; Hyun Kim
err分享
err收藏
FAB: FPGA-Accelerated Fully-Pipelined Bottleneck Architecture With Batching for High-Performance MobileNetv2 InferenceFAB: 基于FPGA加速的全流水线瓶颈架构，支持批处理，用于高性能MobileNetv2推理
errIEEE Transactions on Circuits and Systems I: Regular Papers
IF0
err2025-06-02
err0
PREAI
errYoung Chan Kim; Nam Joon Kim; Hyun Kim
err分享
err收藏
NPC: A Non-Conflicting Processing-in-Memory Controller in DDR Memory Systems
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2025-03-01
err0
PREAI
errLee, Seungyong; Lee, Sanghyun; Seo, Minseok; Park, Chunmyung; Shin, Woojae; Lee, Hyuk-Jae; Kim, Hyun
err分享
err收藏
Survey of CPU and memory simulators in computer architecture: A comprehensive analysis including compiler integration and emerging technology applications
errSIMULATION MODELLING PRACTICE AND THEORY
IF4.6
err2025-01-01
err0
PREAI
errHwang, Inseong; Lee, Junghyeok; Kang, Huibeom; Lee, Gilhyeon; Kim, Hyun
err分享
err收藏
Mobile-X: Dedicated FPGA Implementation of the MobileNet Accelerator Optimizing Depthwise Separable ConvolutionMobile-x: 优化深度可分离卷积的MobileNet加速器的专用FPGA实现
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2024-11-01
err2
PREAI
errHong, Hyeonseok; Choi, Dahun; Kim, Namjoon; Kim, Hyun
err分享
err收藏
A survey of FPGA and ASIC designs for transformer inference acceleration and optimization变压器推理加速和优化的FPGA和ASIC设计综述
errJOURNAL OF SYSTEMS ARCHITECTURE
IF4.1
err2024-10-01
err0
PREAI
errKang, Beom Jin; Lee, Hae In; Yoon, Seok Kyu; Kim, Young Chan; Jeong, Sang Beom; Jun, O. Seong; Kim, Hyun
err分享
err收藏
Vision transformer models for mobile/edge devices: a survey
errMULTIMEDIA SYSTEMS
IF3.1
err2024-04-01
err4
PREAI
errLee, Seung Il; Koo, Kwanghyun; Lee, Jong Ho; Lee, Gilha; Jeong, Sangbeom; Seongjun, O.; Kim, Hyun
err分享
err收藏
HLQ: Hardware-Friendly Logarithmic Quantization Aware Training for Power-Efficient Low-Precision CNN Models
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errChoi, Dahun; Park, Juntae; Kim, Hyun
err分享
err收藏
DCT-ViT: High-Frequency Pruned Vision Transformer With Discrete Cosine TransformDct-vit: 具有离散余弦变换的高频修剪视觉变换器
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errLee, Jongho; Kim, Hyun
err分享
err收藏
Trunk Pruning: Highly Compatible Channel Pruning for Convolutional Neural Networks Without Fine-Tuning
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2024-01-01
err3
PREAI
errKim, Nam Joon; Kim, Hyun
err分享
err收藏
Dedicated FPGA Implementation of the Gaussian TinyYOLOv3 Accelerator高斯tinyolov3加速器的专用FPGA实现
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2023-10-01
err8
PREAI
errKi, Subin; Park, Juntae; Kim, Hyun
err分享
err收藏
An In-Module Disturbance Barrier for Mitigating Write Disturbance in Phase-Change Memory一种用于减轻相变存储器中写入干扰的模块内干扰屏障
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2023-04-01
err1
errOAAI
errLee, Hyokeun; Lee, Seungyong; Song, Byeongki; Kim, Moonsoo; Shim, Seokbo; Lee, Hyuk-Jae; Kim, Hyun
err分享
err收藏
FP-AGL: Filter Pruning With Adaptive Gradient Learning for Accelerating Deep Convolutional Neural Networks
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2023-01-01
err18
PREAI
errKim, Nam Joon; Kim, Hyun
err分享
err收藏
CP-CNN: Computational Parallelization of CNN-Based Object Detectors in Heterogeneous Embedded Systems for Autonomous Driving
errIEEE ACCESS
IF3.6
err2023-01-01
err8
errOAAI
errChun, Dayoung; Choi, Jiwoong; Lee, Hyuk-Jae; Kim, Hyun
err分享
err收藏
V-SKP: Vectorized Kernel-Based Structured Kernel Pruning for Accelerating Deep Convolutional Neural Networks
errIEEE ACCESS
IF3.6
err2023-01-01
err1
errOAAI
errKoo, Kwanghyun; Kim, Hyun
err分享
err收藏
Multi-Step Training Framework Using Sparsity Training for Efficient Utilization of Accumulated New Data in Convolutional Neural Networks
errIEEE ACCESS
IF3.6
err2023-01-01
err2
errOAAI
errLee, Jeong Jun; Kim, Hyun
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
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H 指数: 38 · 论文数: 198
M
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H 指数: 35 · 论文数: 141
C
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H 指数: 33 · 论文数: 98
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