Chan-Hyun Youn

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 78

Top Venues

Publications

Jinhyeok Jang, Chan-Hyun Youn, Minsu Jeon, Changha Lee
Rethinking Peculiar Images by Diffusion Models: Revealing Local Minima's Role. AAAI (2024)
Junsoo Kim, Seunghee Han, Geonwoo Ko, Ji-Hoon Kim, Changha Lee, Taewoo Kim, Chan-Hyun Youn, Joo-Young Kim
EPU: An Energy-Efficient Explainable AI Accelerator With Sparsity-Free Computation and Heat Map Compression/Pruning. IEEE J. Solid State Circuits 59 (3) (2024)
Gyusang Cho, Chan-Hyun Youn
Tilt and Average : Geometric Adjustment of the Last Layer for Recalibration. CoRR (2024)
Eunju Yang, Gyusang Cho, Chan-Hyun Youn
FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Unsupervised Personalization. CoRR (2023)
Minsu Jeon, Taewoo Kim, Seong-Hwan Kim, Changha Lee, Chan-Hyun Youn
Recursive Visual Explanations Mediation Scheme Based on DropAttention Model With Multiple Episodes Pool. IEEE Access 11 (2023)
Minsu Jeon, Taewoo Kim, Changha Lee, Chan-Hyun Youn
A Channel Pruning Optimization With Layer-Wise Sensitivity in a Single-Shot Manner Under Computational Constraints. IEEE Access 11 (2023)
Eunju Yang, Chan-Hyun Youn
Temporal Data Pooling With Meta-Initialization for Individual Short-Term Load Forecasting. IEEE Trans. Smart Grid 14 (4) (2023)
Changha Lee, Kyungchae Lee, Gyusang Cho, Chan-Hyun Youn
DELCAS: Deep Reinforcement Learning Based GPU CaaS Packet Scheduling for Stabilizing QoE in 5G Multi-Access Edge Computing. ICWE Workshops (2023)
Junsoo Kim, Geonwoo Ko, Ji-Hoon Kim, Changha Lee, Taewoo Kim, Chan-Hyun Youn, Joo-Young Kim
A 26.55TOPS/W Explainable AI Processor with Dynamic Workload Allocation and Heat Map Compression/Pruning. CICC (2023)
Tuan Manh Tao, Changha Lee, Minsu Jeon, Chan-Hyun Youn
Deep Learning with Historical Features and Timewise Similarity for Multiple Objects Tracking. ICTC (2023)
Taewoo Kim, Minsu Jeon, Changha Lee, SeongHwan Kim, Fawaz Al Hazemi, Chan-Hyun Youn
SLO-Aware DL Job Scheduling for Efficient FPGA-GPU Edge Cloud Computing. ICWE Workshops (2023)
Gyusang Cho, Chan-Hyun Youn
Controlling Dependency: Selectively Resetting Channels for Pre-trained CNN Backbone Network on Hand Pose Estimation. ICTC (2022)
Yun-Gi Ha, Chan-Hyun Youn
Collection-CAM: A Faster Region-Based Saliency Method Using Collection-Wise Mask Over Pyramidal Features. IEEE Access 10 (2022)
Gyu-Sang Cho, Chan-Hyun Youn
Supervised vs. Self-supervised Pre-trained models for Hand Pose Estimation. ICTC (2022)
Dong-Ki Kang, Yun-Gi Ha, Limei Peng, Chan-Hyun Youn
Cooperative Distributed GPU Power Capping for Deep Learning Clusters. IEEE Trans. Ind. Electron. 69 (7) (2022)
Yungi Ha, Changha Lee, Chan-Hyun Youn
A Cluster Chip Selection Method for Object Detection in Aerial Images. ICTC (2022)
Minsu Jeon, Kyung-No Joo, Taewoo Kim, Seong-Hwan Kim, Chan-Hyun Youn
FleX: A Flex Interconnected HPC System With Stochastic Load Balancing Scheme. IEEE Access 10 (2022)
Kyung-Chae Lee, Chan-Hyun Youn
Reinforcement Learning based Adaptive Resource Allocation Scheme for Multi-User Augmented Reality Service. ICTC (2022)
Taewoo Kim, Minsu Jeon, Changha Lee, Junsoo Kim, Geonwoo Ko, Joo-Young Kim, Chan-Hyun Youn
Federated Onboard-Ground Station Computing With Weakly Supervised Cascading Pyramid Attention Network for Satellite Image Analysis. IEEE Access 10 (2022)
Woojoong Kim, Chan-Hyun Youn
Cooperative Scheduling Schemes for Explainable DNN Acceleration in Satellite Image Analysis and Retraining. IEEE Trans. Parallel Distributed Syst. 33 (7) (2022)
Tuan Manh Tao, Heejae Kim, Chan-Hyun Youn
A Compact Neural Architecture Search for Accelerating Image Classification Models. ICTC (2021)
Soyeon Kim, Kyung-No Joo, Chan-Hyun Youn
Graph Neural Network based Scene Change Detection Using Scene Graph Embedding with Hybrid Classification Loss. ICTC (2021)
Eunju Yang, Chan-Hyun Youn
Individual Load Forecasting for Multi-Customers with Distribution-aware Temporal Pooling. INFOCOM (2021)
Le Vu Linh, Chan-Hyun Youn
Dynamic Graph Neural Network for Super-Pixel Image Classification. ICTC (2021)
Heejae Kim, Kyung-Chae Lee, Changha Lee, Sanghyun Hwang, Chan-Hyun Youn
An Alternating Training Method of Attention-Based Adapters for Visual Explanation of Multi-Domain Satellite Images. IEEE Access 9 (2021)
Changha Lee, Seong-Hwan Kim, Chan-Hyun Youn
Pattern-Wise Embedding System for Scalable Time-series Database. BigComp (2021)
Kyung-No Joo, Chan-Hyun Youn
Accelerating Distributed SGD With Group Hybrid Parallelism. IEEE Access 9 (2021)
Kyung-Chae Lee, Le Vu Linh, Heejae Kim, Chan-Hyun Youn
Neural Architecture Search for Computation Offloading of DNNs from Mobile Devices to the Edge Server. ICTC (2021)
Duc Canh Le, Chan-Hyun Youn
City-Scale Visual Place Recognition with Deep Local Features Based on Multi-Scale Ordered VLAD Pooling. CoRR (2020)
Kyung-Chae Lee, Chan-Hyun Youn
REINDEAR : REINforcement learning agent for Dynamic system control in Edge-Assisted Augmented Reality service. ICTC (2020)
Changha Lee, Seong-Hwan Kim, Chan-Hyun Youn
Cooperating Edge Cloud-Based Hybrid Online Learning for Accelerated Energy Data Stream Processing in Load Forecasting. IEEE Access 8 (2020)
Woojoong Kim, Chan-Hyun Youn
Lightweight Online Profiling-Based Configuration Adaptation for Video Analytics System in Edge Computing. IEEE Access 8 (2020)
Seong-Hwan Kim, Changha Lee, Chan-Hyun Youn
An Accelerated Edge Cloud System for Energy Data Stream Processing Based on Adaptive Incremental Deep Learning Scheme. IEEE Access 8 (2020)
Eunju Yang, Dong-Ki Kang, Chan-Hyun Youn
BOA: batch orchestration algorithm for straggler mitigation of distributed DL training in heterogeneous GPU cluster. J. Supercomput. 76 (1) (2020)
Eunju Yang, Changha Lee, Ji-Hwan Kim, Tuan Manh Tao, Chan-Hyun Youn
StreamDL: Deep Learning Serving Platform for AMI Stream Forecasting. ICDM (Workshops) (2020)
Changha Lee, Seong-Hwan Kim, Chan-Hyun Youn
An Accelerated Continual Learning with Demand Prediction based Scheduling in Edge-Cloud Computing. ICDM (Workshops) (2020)
Duc Canh Le, Eunyoung Oh, Gyu-Sang Cho, Kyung-Chae Lee, Sung Hyun Kim, Chan-Hyun Youn
Performance Analysis of Adaptive Resource Allocation Scheme for OpenCL-based FPGA Virtualization System. ICTC (2019)
Dong-Ki Kang, Eunju Yang, Chan-Hyun Youn
Deep Learning-Based Sustainable Data Center Energy Cost Minimization With Temporal MACRO/MICRO Scale Management. IEEE Access 7 (2019)
Woojoong Kim, Kyung-No Joo, Chan-Hyun Youn
Short-Term Time-Varying Request Model Based Chunk Caching Scheme for Live Streaming in Mobile Edge-Cloud Environment. IEEE Access 7 (2019)
Duc Canh Le, Chan-Hyun Youn
Criteria and Approaches for Virtualization on Modern FPGAs. CoRR (2019)
Sung Hyun Kim, Eunju Yang, Chan-Hyun Youn
An Accelerated Edge Computing with a Container and Its Orchestration. ICTC (2019)
Lemi Isaac Yoseke Laku, Alaelddin Fuad Yousif Mohammed, Fawaz Al Hazemi, Chan-Hyun Youn
Performance Evaluation of Apache Storm With Writing Scripts. ICACT (2019)
Changha Lee, Minsu Jeon, Eunju Yang, Seong-Hwan Kim, Chan-Hyun Youn
Imbalanced-Free Memory Selection Scheme Based Continual Learning by Using K-means Clustering. ICTC (2019)
Dong-Ki Kang, Chan-Hyun Youn
Simulated Annealing for Timeliness and Energy aware Deep Learning Job Assignment. ICTC (2019)
Dong-Ki Kang, Chan-Hyun Youn
Real-Time Control for Power Cost Efficient Deep Learning Processing With Renewable Generation. IEEE Access 7 (2019)
Tae-Woo Kim, Eunju Yang, Soyoon Bae, Chan-Hyun Youn
IDLE: Integrated Deep Learning Engine with Adaptive Task Scheduling on Heterogeneous GPUs. TENCON (2018)
Eunyoung Oh, Wan-Gyu Han, Eunju Yang, Jae-Ho Jeong, Laku Lemi, Chan-Hyun Youn
Energy-Efficient Task Partitioning for CNN-based Object Detection in Heterogeneous Computing Environment. ICTC (2018)
Seong-Hwan Kim, Sangdon Park, Min Chen, Chan-Hyun Youn
An Optimal Pricing Scheme for the Energy-Efficient Mobile Edge Computation Offloading With OFDMA. IEEE Commun. Lett. 22 (9) (2018)
Eunju Yang, Seong-Hwan Kim, Tae-Woo Kim, Minsu Jeon, Sangdon Park, Chan-Hyun Youn
An Adaptive Batch-Orchestration Algorithm for the Heterogeneous GPU Cluster Environment in Distributed Deep Learning System. BigComp (2018)
Min Chen, Jun Yang, Jiehan Zhou, Yixue Hao, Jing Zhang, Chan-Hyun Youn
5G-Smart Diabetes: Toward Personalized Diabetes Diagnosis with Healthcare Big Data Clouds. IEEE Commun. Mag. 56 (4) (2018)
Fawaz Al Hazemi, Yuyang Peng, Chan-Hyun Youn, Josip Lorincz, Chao Li, Guo Song, Raouf Boutaba
Dynamic allocation of power delivery paths in consolidated data centers based on adaptive UPS switching. Comput. Networks 144 (2018)
Duc Canh Le, Eunyoung Oh, Jae Ho Jeong, Sung Hyun Kim, Minsu Jeon, Jonghyun Jang, Chan-Hyun Youn
An OpenCL-based SIFT Accelerator for Image Features Extraction on FPGA in Mobile Edge Computing Environment. ICTC (2018)
Heejae Kim, Jiyong Han, Seong-Hwan Kim, Jisoo Choi, Dongsik Yoon, Minsu Jeon, Eunjoo Yang, Nhat Pham, Sungpil Woo, Jeongkyu Park, Daeyoung Kim, Chan-Hyun Youn
IsV2C: An Integrated Road Traffic-Network-Cloud Simulator for V2C Connected Car Services. SCC (2017)
Yuyang Peng, Fawaz Al Hazemi, Raouf Boutaba, Fei Tong, Il-Sun Hwang, Chan-Hyun Youn
Enhancing Energy Efficiency via Cooperative MIMO in Wireless Sensor Networks: State of the Art and Future Research Directions. IEEE Commun. Mag. 55 (11) (2017)
Yuyang Peng, Dong-Ki Kang, Fawaz Al Hazemi, Chan-Hyun Youn
Energy and QoS aware resource allocation for heterogeneous sustainable cloud datacenters. Opt. Switch. Netw. 23 (2017)
Seong-Hwan Kim, Dong-Ki Kang, Woojoong Kim, Min Chen, Chan-Hyun Youn
A Science Gateway Cloud With Cost-Adaptive VM Management for Computational Science and Applications. IEEE Syst. J. 11 (1) (2017)
Min Chen, Yujun Ma, Yong Li, Di Wu, Yin Zhang, Chan-Hyun Youn
Wearable 2.0: Enabling Human-Cloud Integration in Next Generation Healthcare Systems. IEEE Commun. Mag. 55 (1) (2017)
Dongjin Kim, Kyu Ho Park, Chan-Hyun Youn
SUPA: A Single Unified Read-Write Buffer and Pattern-Change-Aware FTL for the High Performance of Multi-Channel SSD. ACM Trans. Storage 13 (4) (2017)
Yuyang Peng, Fawaz Al Hazemi, Heejae Kim, Chan-Hyun Youn
Design and Optimization for Energy-Efficient Cooperative MIMO Transmission in Ad Hoc Networks. IEEE Trans. Veh. Technol. 66 (1) (2017)
Limei Peng, Min Chen, Kiejin Park, Chan-Hyun Youn
Virtual-Pod-Assisted Routing and Resource Assignment in Elastic All-Optical Intra-Datacenter Networks. IEEE Access 5 (2017)
Minsu Jeon, Eunju Yang, Eunyoung Oh, Jeongkyu Park, Chan-Hyun Youn
A Deterministic Feedback Model for Safe Driving based on Nonlinear Principal Analysis Scheme. EUSPN/ICTH (2017)
Min Chen, Junfeng Wang, Kai Lin, Di Wu, Jiafu Wan, Limei Peng, Chan-Hyun Youn
M-plan: Multipath Planning based transmissions for IoT multimedia sensing. IWCMC (2016)
Qing Yang, Kejie Lu, Vincenzo Mancuso, Chan-Hyun Youn
Device-to-device communications with social awareness [Guest Editorial]. IEEE Wirel. Commun. 23 (4) (2016)
Dong-Ki Kang, Fawaz Al Hazemi, Seong-Hwan Kim, Min Chen, Limei Peng, Chan-Hyun Youn
Adaptive VM Management with Two Phase Power Consumption Cost Models in Cloud Datacenter. Mob. Networks Appl. 21 (5) (2016)
Limei Peng, Kiejin Park, Chan-Hyun Youn
Investigation on static routing and resource assignment of elastic all-optical switched intra-datacenter networks. Sci. China Inf. Sci. 59 (10) (2016)
Fawaz Al Hazemi, Dong-Ki Kang, Seong-Hwan Kim, Yuyang Peng, S. H. Shah Newaz, Chan-Hyun Youn
LPC \(_\mathrm{FreqSchd}\) : A local power controller using the frequency scheduling approach for virtualized servers. Clust. Comput. 19 (2) (2016)
Woojoong Kim, Seung-Hwan Kim, Chan-Hyun Youn
An Science Gateway with Cost Adaptive Resource Management Schemes. CloudComp (2015)
Dongsik Yoon, Seong-Hwan Kim, Dong-Ki Kang, Chan-Hyun Youn
Hybrid Workflow Management in Cloud Broker System. CloudComp (2015)
Dong-Ki Kang, Fawaz Al Hazemi, Seong-Hwan Kim, Chan-Hyun Youn
Dynamic Virtual Machine Consolidation for Energy Efficient Cloud Data Centers. CloudComp (2015)
Myeongseok Hyeon, Heejae Kim, Chan-Hyun Youn
A Cost-Effective VM Offloading Scheme in Hybrid Cloud Environment. CloudComp (2015)
Jisoo Choi, Yun-Gi Ha, Gyu-Beom Choi, Chan-Hyun Youn
An Adaptive VM Reservation Scheme with Prediction and Task Allocation in Cloud. CloudComp (2015)
Dong-Ki Kang, Fawaz Al Hazemi, Seong-Hwan Kim, Chan-Hyun Youn
A Study of Resource Management for Fault-Tolerant and Energy Efficient Cloud Datacenter. CloudComp (2015)
Kyung-No Joo, Seong-Hwan Kim, Dong-Ki Kang, Yusik Kim, Hyungyu Jang, Chan-Hyun Youn
A VM Vector Management Scheme for QoS Constraint Task Scheduling in Cloud Environment. CloudComp (2015)
Yong-Hyuk Moon, Yong-Sung Jeon, Chan-Hyun Youn
A Functional Relationship Based Attestation Scheme for Detecting Compromised Nodes in Large IoT Networks. CSA/CUTE (2015)
Woojoong Kim, Dong-Ki Kang, Seong-Hwan Kim, Chan-Hyun Youn
Cost Adaptive VM Management for Scientific Workflow Application in Mobile Cloud. Mob. Networks Appl. 20 (3) (2015)
Yong-Hyuk Moon, Chan-Hyun Youn
Multihybrid job scheduling for fault-tolerant distributed computing in policy-constrained resource networks. Comput. Networks 82 (2015)
SeongMin Song, Woojoong Kim, Seong-Hwan Kim, Gyu-Beom Choi, Heejae Kim, Chan-Hyun Youn
A Prospective Cloud-Connected Vehicle Information System for C-ITS Application Services in Connected Vehicle Environment. CloudComp (2015)
Fawaz Al Hazemi, Yuyang Peng, Chan-Hyun Youn
A MISO model for power consumption in virtualized servers. Clust. Comput. 18 (2) (2015)
Heejae Kim, Yoonki Ha, Yusik Kim, Kyung-No Joo, Chan-Hyun Youn
A VM Reservation-Based Cloud Service Broker and Its Performance Evaluation. CloudComp (2014)
Chin-Feng Lai, Min Chen, Jeng-Shyang Pan, Chan-Hyun Youn, Han-Chieh Chao
A Collaborative Computing Framework of Cloud Network and WBSN Applied to Fall Detection and 3-D Motion Reconstruction. IEEE J. Biomed. Health Informatics 18 (2) (2014)
Seong-Hwan Kim, Kyung-No Joo, Yun-Gi Ha, Gyu-Beom Choi, Chan-Hyun Youn
A Phased Workflow Scheduling Scheme with Task Division Policy in Cloud Broker. CloudComp (2014)
Dong-Ki Kang, Seong-Hwan Kim, Chan-Hyun Youn, Min Chen
Cost adaptive workflow scheduling in cloud computing. ICUIMC (2014)
Yong-Hyuk Moon, Yong-Sung Jeon, Chan-Hyun Youn
An energy and QoS aware peer selection scheme. ICTC (2014)
Woojoong Kim, Chan-Hyun Youn
A Policy-Based Application Service Management in Mobile Cloud Broker. CloudComp (2014)
Sangjin Jeong, Yu Mi Jo, Sang-Oh Shim, Yeon-Jung Choi, Chan-Hyun Youn
A Novel Model for Metabolic Syndrome Risk Quantification Based on Areal Similarity Degree. IEEE Trans. Biomed. Eng. 61 (3) (2014)
Sangjin Jeong, Chan-Hyun Youn, Yong-Woon Kim
A method for identifying temporal progress of chronic disease using chronological clustering. Healthcom (2013)
Sangjin Jeong, Seong-Hwan Kim, Daesun Kim, Chan-Hyun Youn, Yong-Woon Kim
A personalized healthcare system for chronic disease care in home-hospital cloud environments. ICTC (2013)
Li-Mei Peng, Chan-Hyun Youn, Chunming Qiao
Theoretical Analyses of Lightpath Blocking Performance in CO-OFDM Optical Networks with/without Spectrum Conversion. IEEE Commun. Lett. 17 (4) (2013)
Yong-Hyuk Moon, Jeong-Nyeo Kim, Chan-Hyun Youn
Churn-aware optimal layer scheduling scheme for scalable video distribution in super-peer overlay networks. J. Supercomput. 66 (2) (2013)
Yong-Hyuk Moon, Chan-Hyun Youn
An integrated approach towards aggressive state-tracking migration for maximizing performance benefit in distributed computing. Clust. Comput. 16 (3) (2013)
Dong-Ki Kang, Seong-Hwan Kim, Ye Ren, Byungsang Kim, Woojoong Kim, Yusik Kim, Chan-Hyun Youn, Chang-Sung Jeong
Enhancing a strategy of virtualized resource assignment in adaptive resource cloud framework. ICUIMC (2013)
Sangjin Jeong, Chan-Hyun Youn, Eun Bo Shim, Moonjung Kim, Young Min Cho, Li-Mei Peng
An Integrated Healthcare System for Personalized Chronic Disease Care in Home-Hospital Environments. IEEE Trans. Inf. Technol. Biomed. 16 (4) (2012)
Byungsang Kim, Chan-Hyun Youn
A Performance Evaluation of the Synchronized Provisioning with an Adaptive Buffer Resilience Scheme over Grid Networks. IEEE Commun. Lett. 16 (4) (2012)
Youngjoo Han, Chan-Hyun Youn, Dong-Ki Kang
Adaptive management framework for scientific workflow applications. ICUIMC (2012)
Xiaohu Ge, Jinzhong Hu, Cheng-Xiang Wang, Chan-Hyun Youn, Jing Zhang, Xi Yang
Energy Efficiency Analysis of MISO-OFDM Communication Systems Considering Power and Capacity Constraints. Mob. Networks Appl. 17 (1) (2012)
Byungsang Kim, Chan-Hyun Youn, Yong-Sung Park, Yonggyu Lee, Wan Choi
An Adaptive Workflow Scheduling Scheme Based on an Estimated Data Processing Rate for Next Generation Sequencing in Cloud Computing. J. Inf. Process. Syst. 8 (4) (2012)
Hyewon Song, Changseok Bae, Jeun Woo Lee, Chan-Hyun Youn
Utility adaptive service brokering mechanism for personal cloud service. MILCOM (2011)
Li-Mei Peng, Chunming Qiao, Wan Tang, Chan-Hyun Youn
Cube-Based Intra-Datacenter Networks with LOBS-HC. ICC (2011)
Fawaz Al Hazemi, Chan-Hyun Youn, Khalid A. Al-Rubeaan
Grid-Based Interactive Diabetes System. HISB (2011)
Li-Mei Peng, Chan-Hyun Youn, Wan Tang, Xin-Wan Li
Close-packing-based sensor node deployment schemes for AOFSN. Int. J. Commun. Networks Distributed Syst. 7 (3/4) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chan-Hyun Youn