Hyun-Suk Lee

51 papers A* 1A 3B 2Journal 40Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cost-Efficient Sensing With Self-Improving Soft Sensor Based on Predictive Uncertainty Estimation in IoT Environments.
IEEE Internet Things J.
Hyun-Suk Lee, Seong-Ho Park, Sung-Yeon Kim
2025 J jnl
A review on multi-fidelity hyperparameter optimization in machine learning.
ICT Express
Jonghyeon Won, Hyun-Suk Lee, Jang-Won Lee
2025 J jnl
Beam Alignment for Non-Stationary Environments Using a Novel Time-Varying Structured Bandit.
IEEE Trans. Veh. Technol.
Kyungsik Min, Hyun-Seo Park, Hyun-Suk Lee
2025 J jnl
Self-Improving Interference Management Based on Deep Learning With Uncertainty Quantification.
IEEE Trans. Veh. Technol.
Hyun-Suk Lee, Do-Yup Kim, Kyungsik Min
2024 — conf
A Novel Data-Driven Soft Sensor in Metaverse Provisioning Predictive Credibility Based on Uncertainty Quantification.
MetaCom
Seong-Ho Park, Hong Je-Gal, Hyun-Suk Lee
2024 J jnl
A review on label cleaning techniques for learning with noisy labels.
ICT Express
Jongmin Shin, Jonghyeon Won, Hyun-Suk Lee, Jang-Won Lee
2024 J jnl
Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud-Edge-Terminal IoT Networks Using Federated Reinforcement Learning.
IEEE Internet Things J.
Do-Yup Kim, Da-Eun Lee, Ji-Wan Kim, Hyun-Suk Lee
2024 J jnl
Early Exiting-Aware Joint Resource Allocation and DNN Splitting for Multisensor Digital Twin in Edge-Cloud Collaborative System.
IEEE Internet Things J.
Ji-Wan Kim, Hyun-Suk Lee
2024 — conf
LAB-CNN: LoD-specific Attention-based Branch Convolutional Neural Network for Digital Twin.
MetaCom
Ji-Wan Kim, Kyu-Sik Kim, Hyun-Suk Lee
2024 J jnl
Self-Improving Interference Management Based on Deep Learning With Uncertainty Quantification.
CoRR
Hyun-Suk Lee, Do-Yup Kim, Kyungsik Min
2024 J jnl
Universal Dynamic Pilot Allocation for Beam Alignment Based on Multi-Armed Bandits.
IEEE Wirel. Commun. Lett.
Hyun-Suk Lee, Do-Yup Kim, Kyungsik Min
2023 J jnl
Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud-Edge-Terminal IoT Networks Using Federated Reinforcement Learning.
CoRR
Do-Yup Kim, Da-Eun Lee, Ji-Wan Kim, Hyun-Suk Lee
2023 J jnl
Dynamic Joint Scheduling of Anycast Transmission and Modulation in Hybrid Unicast-Multicast SWIPT-Based IoT Sensor Networks.
CoRR
Do-Yup Kim, Chae-Bong Sohn, Hyun-Suk Lee
2023 — conf
Efficient Federated Digital Twin Synchronization in Edge-Cloud Collaborative System.
MetaCom
Ji-Wan Kim, Hong Je-Gal, Hyun-Suk Lee
2023 J jnl
Meta-Scheduling Framework With Cooperative Learning Toward Beyond 5G.
IEEE J. Sel. Areas Commun.
Kyungsik Min, Yunjoo Kim, Hyun-Suk Lee
2023 J jnl
Multi-Residential Energy Scheduling Under Time-of-Use and Demand Charge Tariffs With Federated Reinforcement Learning.
IEEE Trans. Smart Grid
Jae-Hoon Lee, Ji-Yoon Park, Hoon-Seong Sim, Hyun-Suk Lee
2023 J jnl
Packet-Based Fronthauling in 5G Networks: Network Slicing-Aware Packetization.
IEEE Commun. Stand. Mag.
Hyun-Suk Lee, Seokjae Moon, Do-Yup Kim, Jang-Won Lee
2023 J jnl
Robust Energy Management System With Safe Reinforcement Learning Using Short-Horizon Forecasts.
IEEE Trans. Smart Grid
Seong-Hyun Hong, Hyun-Suk Lee
2022 J jnl
Contextual-Learning-Based Waveform Scheduling for Wireless Power Transfer With Limited Feedback.
IEEE Internet Things J.
Kyeongwon Kim, Hyun-Suk Lee, Rui Zhang, Jang-Won Lee
2022 J jnl
Device Selection and Resource Allocation for Layerwise Federated Learning in Wireless Networks.
IEEE Syst. J.
Hyun-Suk Lee
2022 J jnl
Radio and Energy Resource Management in Renewable Energy-Powered Wireless Networks With Deep Reinforcement Learning.
IEEE Trans. Wirel. Commun.
Hyun-Suk Lee, Do-Yup Kim, Jang-Won Lee
2022 J jnl
Resource allocation in wireless networks with federated learning: Network adaptability and learning acceleration.
ICT Express
Hyun-Suk Lee, Da-Eun Lee
2022 A conf
System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policy.
AISTATS
Hyun-Suk Lee
2022 J jnl
System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policy.
CoRR
Hyun-Suk Lee
2021 J jnl
Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning.
CoRR
Hyun-Suk Lee, Jang-Won Lee
2021 J jnl
Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning.
IEEE J. Sel. Areas Commun.
Hyun-Suk Lee, Jang-Won Lee
2021 J jnl
Channel Metamodeling for Explainable Data-Driven Channel Model.
IEEE Wirel. Commun. Lett.
Hyun-Suk Lee
2021 J jnl
Enhanced Random Access for Massive-Machine-Type Communications.
IEEE Internet Things J.
Byung-Hyun Lee, Hyun-Suk Lee, Seokjae Moon, Jang-Won Lee
2021 A conf
SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups.
AISTATS
Hyun-Suk Lee, Cong Shen, William R. Zame, Jang-Won Lee, Mihaela van der Schaar
2021 J jnl
SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups.
CoRR
Hyun-Suk Lee, Cong Shen, William R. Zame, Jang-Won Lee, Mihaela van der Schaar
2020 J jnl
Adaptive Traffic Management and Energy Cooperation in Renewable-Energy-Powered Cellular Networks.
IEEE Syst. J.
Hyun-Suk Lee, Jang-Won Lee
2020 J jnl
Adaptive Wireless Power Transfer Beam Scheduling for Non-Static IoT Devices Using Deep Reinforcement Learning.
IEEE Access
Hyun-Suk Lee, Jang-Won Lee
2020 A conf
Contextual Constrained Learning for Dose-Finding Clinical Trials.
AISTATS
Hyun-Suk Lee, Cong Shen, James Jordon, Mihaela van der Schaar
2020 J jnl
Contextual Constrained Learning for Dose-Finding Clinical Trials.
CoRR
Hyun-Suk Lee, Cong Shen, James Jordon, Mihaela van der Schaar
2020 J jnl
EHLinQ: Distributed Scheduler for D2D Communication With RF Energy Harvesting.
IEEE Syst. J.
Hyun-Suk Lee, Jang-Won Lee
2020 J jnl
Opportunistic Waveform Scheduling for Wireless Power Transfer With Multiple Devices.
IEEE Trans. Wirel. Commun.
Kyeongwon Kim, Hyun-Suk Lee, Jang-Won Lee
2020 J jnl
Resource Allocation in Wireless Networks With Deep Reinforcement Learning: A Circumstance-Independent Approach.
IEEE Syst. J.
Hyun-Suk Lee, Jin-Young Kim, Jang-Won Lee
2020 A* conf
Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification.
NeurIPS
Hyun-Suk Lee, Yao Zhang, William R. Zame, Cong Shen, Jang-Won Lee, Mihaela van der Schaar
2020 J jnl
Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification.
CoRR
Hyun-Suk Lee, Yao Zhang, William R. Zame, Cong Shen, Jang-Won Lee, Mihaela van der Schaar
2019 J jnl
Contextual Learning-Based Wireless Power Transfer Beam Scheduling for IoT Devices.
IEEE Internet Things J.
Hyun-Suk Lee, Jang-Won Lee
2019 J jnl
Dual Amplitude Shift Keying With Double Half-Wave Rectifier for SWIPT.
IEEE Wirel. Commun. Lett.
Do-Yup Kim, Hyun-Suk Lee, Kyeongwon Kim, Jang-Won Lee
2019 J jnl
Resource and Task Scheduling for SWIPT IoT Systems With Renewable Energy Sources.
IEEE Internet Things J.
Hyun-Suk Lee, Jang-Won Lee
2019 J jnl
Waveform Design for Fair Wireless Power Transfer With Multiple Energy Harvesting Devices.
IEEE J. Sel. Areas Commun.
Kyeongwon Kim, Hyun-Suk Lee, Jang-Won Lee
2018 J jnl
Adaptive Contextual Learning for Unit Commitment in Microgrids With Renewable Energy Sources.
IEEE J. Sel. Top. Signal Process.
Hyun-Suk Lee, Cem Tekin, Mihaela van der Schaar, Jang-Won Lee
2018 J jnl
SARA: Sparse Code Multiple Access-Applied Random Access for IoT Devices.
IEEE Internet Things J.
Seokjae Moon, Hyun-Suk Lee, Jang-Won Lee
2018 J jnl
Task Offloading in Heterogeneous Mobile Cloud Computing: Modeling, Analysis, and Cloudlet Deployment.
IEEE Access
Hyun-Suk Lee, Jang-Won Lee
2016 — conf
Contextual learning for unit commitment with renewable energy sources.
GlobalSIP
Hyun-Suk Lee, Cem Tekin, Mihaela van der Schaar, Jang-Won Lee
2016 B conf
Energy Cooperation and Traffic Management in Cellular Networks with Renewable Energy.
GLOBECOM
Hyun-Suk Lee, Jang-Won Lee
2016 J jnl
QC
IEEE Trans. Wirel. Commun.
Hyun-Suk Lee, Jang-Won Lee
2016 B conf
QoS and channel-aware distributed link scheduling for D2D communication.
WiOpt
Hyun-Suk Lee, Jang-Won Lee
2015 — conf
Energy or Traffic: Which One to Transfer.
VTC Fall
Hyun-Suk Lee, Duck-Hyun Bae, Jang-Won Lee