Personal information

Emails & domains

Verified email domains

Other IDs

Scopus Author ID: 57188982619

Countries

South Korea

Activities

Collapse all

Works (39)

A review on multi-fidelity hyperparameter optimization in machine learning

ICT Express
2025-04 | Journal article
DOI: 10.1016/j.icte.2025.02.008
Contributors: Jonghyeon Won; Hyun-Suk Lee; Jang-Won Lee
Source: check_circle
Crossref

Beam Alignment for Non-Stationary Environments Using a Novel Time-Varying Structured Bandit

IEEE Transactions on Vehicular Technology
2024 | Journal article
DOI: 10.1109/TVT.2024.3509953
Contributors: Kyungsik Min; Hyun-Seo Park; Hyun-Suk Lee
Source: check_circle
Crossref

A review on label cleaning techniques for learning with noisy labels

ICT Express
2024-12 | Journal article
DOI: 10.1016/j.icte.2024.09.007
Contributors: Jongmin Shin; Jonghyeon Won; Hyun-Suk Lee; Jang-Won Lee
Source: check_circle
Crossref

Early Exiting-Aware Joint Resource Allocation and DNN Splitting for Multisensor Digital Twin in Edge–Cloud Collaborative System

IEEE Internet of Things Journal
2024-11-15 | Journal article
DOI: 10.1109/JIOT.2024.3439852
Contributors: Ji-Wan Kim; Hyun-Suk Lee
Source: check_circle
Crossref

Time-Series Explanatory Fault Prediction Framework for Marine Main Engine Using Explainable Artificial Intelligence

Journal of Marine Science and Engineering
2024-07-31 | Journal article
DOI: 10.3390/jmse12081296
Contributors: Hong Je-Gal; Young-Seo Park; Seong-Ho Park; Ji-Uk Kim; Jung-Hee Yang; Sewon Kim; Hyun-Suk Lee
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

To Exit or Not to Exit: Cost-Effective Early-Exit Architecture Based on Markov Decision Process

Mathematics
2024-07-19 | Journal article
DOI: 10.3390/math12142263
Contributors: Kyu-Sik Kim; Hyun-Suk Lee
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Automated tariff design for energy supply–demand matching based on Bayesian optimization: Technical framework and policy implications

Energy Policy
2024-05 | Journal article
DOI: 10.1016/j.enpol.2024.114102
Contributors: Hyun-Suk Lee
Source: check_circle
Crossref

Universal Dynamic Pilot Allocation for Beam Alignment Based on Multi-Armed Bandits

IEEE Wireless Communications Letters
2024-03 | Journal article
DOI: 10.1109/LWC.2023.3342738
Contributors: Hyun-Suk Lee; Do-Yup Kim; Kyungsik Min
Source: check_circle
Crossref

Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud–Edge–Terminal IoT Networks Using Federated Reinforcement Learning

IEEE Internet of Things Journal
2024-03-15 | Journal article
DOI: 10.1109/JIOT.2023.3327495
Contributors: Do-Yup Kim; Da-Eun Lee; Ji-Wan Kim; Hyun-Suk Lee
Source: check_circle
Crossref

Dynamic Joint Scheduling of Anycast Transmission and Modulation in Hybrid Unicast-Multicast SWIPT-Based IoT Sensor Networks

IEEE Sensors Journal
2023 | Journal article
DOI: 10.1109/JSEN.2023.3329499
Contributors: Do-Yup Kim; Chae-Bong Sohn; Hyun-Suk Lee
Source: check_circle
Crossref

Multi-Residential Energy Scheduling Under Time-of-Use and Demand Charge Tariffs With Federated Reinforcement Learning

IEEE Transactions on Smart Grid
2023-11 | Journal article
DOI: 10.1109/TSG.2023.3251956
Contributors: Jae-Hoon Lee; Ji-Yoon Park; Hoon-Seong Sim; Hyun-Suk Lee
Source: check_circle
Crossref

A Novel Time–Frequency Feature Fusion Approach for Robust Fault Detection in a Marine Main Engine

Journal of Marine Science and Engineering
2023-08 | Journal article | Author
DOI: 10.3390/jmse11081577
Contributors: Hong Je-Gal; Seung-Jin Lee; Jeong-Hyun Yoon; Hyun-Suk Lee; Jung-Hee Yang; SEWON KIM
Source: check_circle
Multidisciplinary Digital Publishing Institute

Meta-Scheduling Framework With Cooperative Learning Toward Beyond 5G

IEEE Journal on Selected Areas in Communications
2023-06 | Journal article
DOI: 10.1109/JSAC.2023.3273698
Contributors: Kyungsik Min; Yunjoo Kim; Hyun-Suk Lee
Source: check_circle
Crossref

Robust Energy Management System With Safe Reinforcement Learning Using Short-Horizon Forecasts

IEEE Transactions on Smart Grid
2023-05 | Journal article
DOI: 10.1109/TSG.2023.3240588
Contributors: Seong-Hyun Hong; Hyun-Suk Lee
Source: check_circle
Crossref

Device Selection and Resource Allocation for Layerwise Federated Learning in Wireless Networks

IEEE Systems Journal
2022-12 | Journal article
DOI: 10.1109/JSYST.2022.3169461
Contributors: Hyun-Suk Lee
Source: check_circle
Crossref

Contextual-Learning-Based Waveform Scheduling for Wireless Power Transfer With Limited Feedback

IEEE Internet of Things Journal
2022-09-01 | Journal article
DOI: 10.1109/JIOT.2022.3150798
Contributors: Kyeong-Won Kim; Hyun-Suk Lee; Rui Zhang; Jang-Won Lee
Source: check_circle
Crossref

Radio and Energy Resource Management in Renewable Energy-Powered Wireless Networks With Deep Reinforcement Learning

IEEE Transactions on Wireless Communications
2022-07 | Journal article
DOI: 10.1109/TWC.2022.3140731
Contributors: Hyun-Suk Lee; Do-Yup Kim; Jang-Won Lee
Source: check_circle
Crossref

Resource allocation in wireless networks with federated learning: Network adaptability and learning acceleration

ICT Express
2022-03 | Journal article
DOI: 10.1016/j.icte.2022.01.019
Contributors: Hyun-Suk Lee; Da-Eun Lee
Source: check_circle
Crossref

Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning

IEEE Journal on Selected Areas in Communications
2021-12 | Journal article
DOI: 10.1109/JSAC.2021.3118353
Contributors: Hyun-Suk Lee; Jang-Won Lee
Source: check_circle
Crossref

Channel Metamodeling for Explainable Data-Driven Channel Model

IEEE Wireless Communications Letters
2021-12 | Journal article
DOI: 10.1109/LWC.2021.3111874
Contributors: Hyun-Suk Lee
Source: check_circle
Crossref

Enhanced Random Access for Massive-Machine-Type Communications

IEEE Internet of Things Journal
2021-04-15 | Journal article
DOI: 10.1109/JIOT.2020.3038148
Contributors: Byung-Hyun Lee; Hyun-Suk Lee; Seokjae Moon; Jang-Won Lee
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Adaptive Wireless Power Transfer Beam Scheduling for Non-Static IoT Devices Using Deep Reinforcement Learning

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3037323
Contributors: Hyun-Suk Lee; Jang-Won Lee
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Machine learning for clinical trials in the era of COVID-19

Statistics in Biopharmaceutical Research
2020 | Journal article
DOI: 10.1080/19466315.2020.1797867
EID:

2-s2.0-85089556872

Part of ISSN: 19466315
Contributors: Zame, W.R.; Bica, I.; Shen, C.; Curth, A.; Lee, H.-S.; Bailey, S.; Weatherall, J.; Wright, D.; Bretz, F.; van der Schaar, M.
Source: Self-asserted source
Hyun-Suk Lee via Scopus - Elsevier

Opportunistic Waveform Scheduling for Wireless Power Transfer With Multiple Devices

IEEE Transactions on Wireless Communications
2020-09 | Journal article
DOI: 10.1109/TWC.2020.2994161
Contributors: Kyeong-Won Kim; Hyun-Suk Lee; Jang-Won Lee
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Resource Allocation in Wireless Networks With Deep Reinforcement Learning: A Circumstance-Independent Approach

IEEE Systems Journal
2020-06 | Journal article
DOI: 10.1109/JSYST.2019.2933536
Contributors: Hyun-Suk Lee; Jin-Young Kim; Jang-Won Lee
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Adaptive Traffic Management and Energy Cooperation in Renewable-Energy-Powered Cellular Networks

IEEE Systems Journal
2019 | Journal article
DOI: 10.1109/jsyst.2018.2890281
Part of ISSN: 1932-8184
Contributors: Hyun-Suk Lee; Jang-Won Lee
Source: Self-asserted source
Hyun-Suk Lee via Crossref Metadata Search
grade
Preferred source (of 3)‎

Contextual Learning Based Wireless Power Transfer Beam Scheduling for IoT Devices

IEEE Internet of Things Journal
2019 | Journal article
DOI: 10.1109/jiot.2019.2930061
Part of ISSN: 2327-4662
Contributors: Hyun-Suk Lee; Jang-Won Lee
Source: Self-asserted source
Hyun-Suk Lee via Crossref Metadata Search
grade
Preferred source (of 3)‎

Dual Amplitude Shift Keying with Double Half-Wave Rectifier for SWIPT

IEEE Wireless Communications Letters
2019 | Journal article
DOI: 10.1109/lwc.2019.2904482
Part of ISSN: 2162-2337
Contributors: Do-Yup Kim; Hyun-Suk Lee; Kyeong-Won Kim; Jang-Won Lee
Source: Self-asserted source
Hyun-Suk Lee via Crossref Metadata Search
grade
Preferred source (of 3)‎

EHLinQ: Distributed Scheduler for D2D Communication With RF Energy Harvesting

IEEE Systems Journal
2019 | Journal article
DOI: 10.1109/jsyst.2019.2918806
Part of ISSN: 1932-8184
Contributors: Hyun-Suk Lee; Jang-Won Lee
Source: Self-asserted source
Hyun-Suk Lee via Crossref Metadata Search
grade
Preferred source (of 3)‎

Waveform Design for Fair Wireless Power Transfer With Multiple Energy Harvesting Devices

IEEE Journal on Selected Areas in Communications
2019-01 | Journal article
DOI: 10.1109/JSAC.2018.2872311
Contributors: Kyeong-Won Kim; Hyun-Suk Lee; Jang-Won Lee
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Resource and Task Scheduling for SWIPT IoT Systems with Renewable Energy Sources

IEEE Internet of Things Journal
2018 | Journal article
DOI: 10.1109/jiot.2018.2873658
Part of ISSN: 2327-4662
Contributors: Hyun-Suk Lee; Jang-Won Lee
Source: Self-asserted source
Hyun-Suk Lee via Crossref Metadata Search
grade
Preferred source (of 3)‎

Task Offloading in Heterogeneous Mobile Cloud Computing: Modeling, Analysis, and Cloudlet Deployment

IEEE Access
2018 | Journal article
DOI: 10.1109/access.2018.2812144
Part of ISSN: 2169-3536
Contributors: Hyun-Suk Lee; Jang-Won Lee
Source: Self-asserted source
Hyun-Suk Lee via Crossref Metadata Search
grade
Preferred source (of 2)‎

Adaptive Contextual Learning for Unit Commitment in Microgrids With Renewable Energy Sources

IEEE Journal of Selected Topics in Signal Processing
2018-08 | Journal article
DOI: 10.1109/JSTSP.2018.2849855
Contributors: Hyun-Suk Lee; Cem Tekin; Mihaela van der Schaar; Jang-Won Lee
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

SARA: Sparse Code Multiple Access-Applied Random Access for IoT Devices

IEEE Internet of Things Journal
2018-08 | Journal article
DOI: 10.1109/JIOT.2018.2835828
Contributors: Seokjae Moon; Hyun-Suk Lee; Jang-Won Lee
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Contextual learning for unit commitment with renewable energy sources

2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)
2016 | Conference paper
DOI: 10.1109/globalsip.2016.7905966
Contributors: Hyun-Suk Lee; Cem Tekin; Mikaela van der Schaar; Jang-Won Lee
Source: Self-asserted source
Hyun-Suk Lee via Crossref Metadata Search
grade
Preferred source (of 2)‎

Energy Cooperation and Traffic Management in Cellular Networks with Renewable Energy

2016 IEEE Global Communications Conference (GLOBECOM)
2016 | Conference paper
DOI: 10.1109/glocom.2016.7841789
Contributors: Hyun-Suk Lee; Jang-Won Lee
Source: Self-asserted source
Hyun-Suk Lee via Crossref Metadata Search
grade
Preferred source (of 2)‎

QC2LinQ: QoS and Channel-Aware Distributed Link Scheduler for D2D Communication

IEEE Transactions on Wireless Communications
2016 | Journal article
DOI: 10.1109/twc.2016.2616340
Contributors: Hyun-Suk Lee; Jang-Won Lee
Source: Self-asserted source
Hyun-Suk Lee via Crossref Metadata Search
grade
Preferred source (of 2)‎

QoS and channel-aware distributed link scheduling for D2D communication

2016 14th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)
2016-05 | Conference paper
DOI: 10.1109/wiopt.2016.7492914
Contributors: Hyun-Suk Lee; Jang-Won Lee
Source: Self-asserted source
Hyun-Suk Lee via Crossref Metadata Search
grade
Preferred source (of 2)‎

Energy or Traffic: Which One to Transfer

2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall)
2015-09 | Conference paper
DOI: 10.1109/vtcfall.2015.7390919
Contributors: Hyun-Suk Lee; Duck-Hyun Bae; Jang-Won Lee
Source: Self-asserted source
Hyun-Suk Lee via Crossref Metadata Search
grade
Preferred source (of 2)‎

Peer review (2 reviews for 1 publication/grant)

Review activity for ICT express. (2)
How many people are using ORCID?