Chan-Hyun Youn

Chan-Hyun Youn

KAIST

H-index: 25

Asia-South Korea

About Chan-Hyun Youn

Chan-Hyun Youn, With an exceptional h-index of 25 and a recent h-index of 17 (since 2020), a distinguished researcher at KAIST, specializes in the field of Cloud Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Electronic device for improving the explainability of satellite image

EPU: An Energy-Efficient Explainable AI Accelerator With Sparsity-Free Computation and Heat Map Compression/Pruning

Recursive visual explanations mediation scheme based on dropattention model with multiple episodes pool

Method and system for searching deep neural network architecture

FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Unsupervised Personalization

DELCAS: Deep Reinforcement Learning Based GPU CaaS Packet Scheduling for Stabilizing QoE in 5G Multi-Access Edge Computing

SLO-Aware DL Job Scheduling for Efficient FPGA-GPU Edge Cloud Computing

Deep Learning with Historical Features and Timewise Similarity for Multiple Objects Tracking

Chan-Hyun Youn Information

University

Position

Prof. Dept. of Electrical Engineering

Citations(all)

3041

Citations(since 2020)

1587

Cited By

2124

hIndex(all)

25

hIndex(since 2020)

17

i10Index(all)

56

i10Index(since 2020)

25

Email

University Profile Page

Google Scholar

Chan-Hyun Youn Skills & Research Interests

Cloud Computing

Top articles of Chan-Hyun Youn

Title

Journal

Author(s)

Publication Date

Electronic device for improving the explainability of satellite image

2024/4/25

EPU: An Energy-Efficient Explainable AI Accelerator With Sparsity-Free Computation and Heat Map Compression/Pruning

IEEE Journal of Solid-State Circuits

Junsoo Kim

Seunghee Han

Geonwoo Ko

Ji-Hoon Kim

Changha Lee

...

2024/1/23

Recursive visual explanations mediation scheme based on dropattention model with multiple episodes pool

IEEE Access

Minsu Jeon

Taewoo Kim

Seonghwan Kim

Changha Lee

Chan-Hyun Youn

2023/1/9

Method and system for searching deep neural network architecture

2023/7/6

FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Unsupervised Personalization

arXiv preprint arXiv:2307.02493

Eunju Yang

Gyusang Cho

Chan-Hyun Youn

2023/7/4

DELCAS: Deep Reinforcement Learning Based GPU CaaS Packet Scheduling for Stabilizing QoE in 5G Multi-Access Edge Computing

Changha Lee

Kyungchae Lee

Gyusang Cho

Chan-Hyun Youn

2023/6/6

SLO-Aware DL Job Scheduling for Efficient FPGA-GPU Edge Cloud Computing

Taewoo Kim

Minsu Jeon

Changha Lee

SeongHwan Kim

Fawaz AL-Hazemi

...

2023/6/6

Deep Learning with Historical Features and Timewise Similarity for Multiple Objects Tracking

Tuan Manh Tao

Changha Lee

Minsu Jeon

Chan-Hyun Youn

2023/10/11

A 26.55 TOPS/W Explainable AI Processor with Dynamic Workload Allocation and Heat Map Compression/Pruning

Junsoo Kim

Geonwoo Ko

Ji-Hoon Kim

Changha Lee

Taewoo Kim

...

2023/4/23

Control method and system based on layer-wise adaptive channel pruning

2023/7/13

Reconfigurable logic circuit using optimal parameter and method of operating the same

2022/3/31

Controlling Dependency: Selectively Resetting Channels for Pre-trained CNN Backbone Network on Hand Pose Estimation

Gyusang Cho

Chan-Hyun Youn

2022/10/19

FleX: A Flex Interconnected HPC System With Stochastic Load Balancing Scheme

IEEE Access

Minsu Jeon

Kyung-No Joo

Taewoo Kim

Seonghwan Kim

Chan-Hyun Youn

2022/3/30

A Cluster Chip Selection Method for Object Detection in Aerial Images

Yungi Ha

Changha Lee

Chan-Hyun Youn

2022/10/19

A Channel Pruning Optimization With Layer-Wise Sensitivity in a Single-Shot Manner Under Computational Constraints

IEEE Access

Minsu Jeon

Taewoo Kim

Changha Lee

Chan-Hyun Youn

2022/12/27

Supervised vs. Self-supervised Pre-trained models for Hand Pose Estimation

Gyusang Cho

Chan-Hyun Youn

2022/10/19

Temporal Data Pooling with Meta-Initialization for Individual Short-Term Load Forecasting

IEEE Transactions on Smart Grid

Eunju Yang

Chan-Hyun Youn

2022/12/1

Collection-CAM: A Faster Region-Based Saliency Method Using Collection-Wise Mask Over Pyramidal Features

IEEE Access

Yungi Ha

Chan-Hyun Youn

2022/10/19

Federated onboard-ground station computing with weakly supervised cascading pyramid attention network for satellite image analysis

IEEE Access

Taewoo Kim

Minsu Jeon

Changha Lee

Junsoo Kim

Geonwoo Ko

...

2022/11/4

Task execution method and electronic device using the same

2022/4/7

See List of Professors in Chan-Hyun Youn University(KAIST)