Hyun-Suk Lee

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 44

Top Topics

Wireless Networks

Renewable Energy

Reinforcement Learning

Top Venues

IEEE Internet Things J.

IEEE J. Sel. Areas Commun.

Publications

Do-Yup Kim, Da-Eun Lee, Ji-Wan Kim, Hyun-Suk Lee
Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud-Edge-Terminal IoT Networks Using Federated Reinforcement Learning. IEEE Internet Things J. 11 (6) (2024)
Hyun-Suk Lee, Do-Yup Kim, Kyungsik Min
Self-Improving Interference Management Based on Deep Learning With Uncertainty Quantification. CoRR (2024)
Hyun-Suk Lee, Do-Yup Kim, Kyungsik Min
Universal Dynamic Pilot Allocation for Beam Alignment Based on Multi-Armed Bandits. IEEE Wirel. Commun. Lett. 13 (3) (2024)
Do-Yup Kim, Da-Eun Lee, Ji-Wan Kim, Hyun-Suk Lee
Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud-Edge-Terminal IoT Networks Using Federated Reinforcement Learning. CoRR (2023)
Seong-Hyun Hong, Hyun-Suk Lee
Robust Energy Management System With Safe Reinforcement Learning Using Short-Horizon Forecasts. IEEE Trans. Smart Grid 14 (3) (2023)
Jae-Hoon Lee, Ji-Yoon Park, Hoon-Seong Sim, Hyun-Suk Lee
Multi-Residential Energy Scheduling Under Time-of-Use and Demand Charge Tariffs With Federated Reinforcement Learning. IEEE Trans. Smart Grid 14 (6) (2023)
Do-Yup Kim, Chae-Bong Sohn, Hyun-Suk Lee
Dynamic Joint Scheduling of Anycast Transmission and Modulation in Hybrid Unicast-Multicast SWIPT-Based IoT Sensor Networks. CoRR (2023)
Hyun-Suk Lee, Seokjae Moon, Do-Yup Kim, Jang-Won Lee
Packet-Based Fronthauling in 5G Networks: Network Slicing-Aware Packetization. IEEE Commun. Stand. Mag. 7 (2) (2023)
Ji-Wan Kim, Hong Je-Gal, Hyun-Suk Lee
Efficient Federated Digital Twin Synchronization in Edge-Cloud Collaborative System. MetaCom (2023)
Kyungsik Min, Yunjoo Kim, Hyun-Suk Lee
Meta-Scheduling Framework With Cooperative Learning Toward Beyond 5G. IEEE J. Sel. Areas Commun. 41 (6) (2023)
Hyun-Suk Lee
Device Selection and Resource Allocation for Layerwise Federated Learning in Wireless Networks. IEEE Syst. J. 16 (4) (2022)
Hyun-Suk Lee
System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policy. CoRR (2022)
Hyun-Suk Lee, Do-Yup Kim, Jang-Won Lee
Radio and Energy Resource Management in Renewable Energy-Powered Wireless Networks With Deep Reinforcement Learning. IEEE Trans. Wirel. Commun. 21 (7) (2022)
Hyun-Suk Lee, Da-Eun Lee
Resource allocation in wireless networks with federated learning: Network adaptability and learning acceleration. ICT Express 8 (1) (2022)
Kyeongwon Kim, Hyun-Suk Lee, Rui Zhang, Jang-Won Lee
Contextual-Learning-Based Waveform Scheduling for Wireless Power Transfer With Limited Feedback. IEEE Internet Things J. 9 (17) (2022)
Hyun-Suk Lee
System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policy. AISTATS (2022)
Hyun-Suk Lee, Jang-Won Lee
Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning. IEEE J. Sel. Areas Commun. 39 (12) (2021)
Hyun-Suk Lee
Channel Metamodeling for Explainable Data-Driven Channel Model. IEEE Wirel. Commun. Lett. 10 (12) (2021)
Hyun-Suk Lee, Cong Shen, William R. Zame, Jang-Won Lee, Mihaela van der Schaar
SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups. CoRR (2021)
Hyun-Suk Lee, Jang-Won Lee
Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning. CoRR (2021)
Hyun-Suk Lee, Cong Shen, William R. Zame, Jang-Won Lee, Mihaela van der Schaar
SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups. AISTATS (2021)
Byung-Hyun Lee, Hyun-Suk Lee, Seokjae Moon, Jang-Won Lee
Enhanced Random Access for Massive-Machine-Type Communications. IEEE Internet Things J. 8 (8) (2021)
Hyun-Suk Lee, Jin-Young Kim, Jang-Won Lee
Resource Allocation in Wireless Networks With Deep Reinforcement Learning: A Circumstance-Independent Approach. IEEE Syst. J. 14 (2) (2020)
Kyeongwon Kim, Hyun-Suk Lee, Jang-Won Lee
Opportunistic Waveform Scheduling for Wireless Power Transfer With Multiple Devices. IEEE Trans. Wirel. Commun. 19 (9) (2020)
Hyun-Suk Lee, Jang-Won Lee
EHLinQ: Distributed Scheduler for D2D Communication With RF Energy Harvesting. IEEE Syst. J. 14 (2) (2020)
Hyun-Suk Lee, Cong Shen, James Jordon, Mihaela van der Schaar
Contextual Constrained Learning for Dose-Finding Clinical Trials. CoRR (2020)
Hyun-Suk Lee, Yao Zhang, William R. Zame, Cong Shen, Jang-Won Lee, Mihaela van der Schaar
Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification. NeurIPS (2020)
Hyun-Suk Lee, Yao Zhang, William R. Zame, Cong Shen, Jang-Won Lee, Mihaela van der Schaar
Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification. CoRR (2020)
Hyun-Suk Lee, Cong Shen, James Jordon, Mihaela van der Schaar
Contextual Constrained Learning for Dose-Finding Clinical Trials. AISTATS (2020)
Hyun-Suk Lee, Jang-Won Lee
Adaptive Traffic Management and Energy Cooperation in Renewable-Energy-Powered Cellular Networks. IEEE Syst. J. 14 (1) (2020)
Hyun-Suk Lee, Jang-Won Lee
Adaptive Wireless Power Transfer Beam Scheduling for Non-Static IoT Devices Using Deep Reinforcement Learning. IEEE Access 8 (2020)
Hyun-Suk Lee, Jang-Won Lee
Contextual Learning-Based Wireless Power Transfer Beam Scheduling for IoT Devices. IEEE Internet Things J. 6 (6) (2019)
Hyeryun Jeong, Myeongsu Seong, Hyun-Suk Lee, Kwangsung Park, Sucbei Moon, Jae Gwan Kim
Design of an Optical Probe to Monitor Vaginal Hemodynamics during Sexual Arousal. Sensors 19 (9) (2019)
Hyun-Suk Lee, Jang-Won Lee
Resource and Task Scheduling for SWIPT IoT Systems With Renewable Energy Sources. IEEE Internet Things J. 6 (2) (2019)
Do-Yup Kim, Hyun-Suk Lee, Kyeongwon Kim, Jang-Won Lee
Dual Amplitude Shift Keying With Double Half-Wave Rectifier for SWIPT. IEEE Wirel. Commun. Lett. 8 (4) (2019)
Kyeongwon Kim, Hyun-Suk Lee, Jang-Won Lee
Waveform Design for Fair Wireless Power Transfer With Multiple Energy Harvesting Devices. IEEE J. Sel. Areas Commun. 37 (1) (2019)
Hyun-Suk Lee, Jang-Won Lee
Task Offloading in Heterogeneous Mobile Cloud Computing: Modeling, Analysis, and Cloudlet Deployment. IEEE Access 6 (2018)
Hyun-Suk Lee, Cem Tekin, Mihaela van der Schaar, Jang-Won Lee
Adaptive Contextual Learning for Unit Commitment in Microgrids With Renewable Energy Sources. IEEE J. Sel. Top. Signal Process. 12 (4) (2018)
Seokjae Moon, Hyun-Suk Lee, Jang-Won Lee
SARA: Sparse Code Multiple Access-Applied Random Access for IoT Devices. IEEE Internet Things J. 5 (4) (2018)
Hyun-Suk Lee, Jang-Won Lee
LinQ: QoS and Channel-Aware Distributed Link Scheduler for D2D Communication. IEEE Trans. Wirel. Commun. 15 (12) (2016)
Hyun-Suk Lee, Jang-Won Lee
QoS and channel-aware distributed link scheduling for D2D communication. WiOpt (2016)
Hyun-Suk Lee, Jang-Won Lee
Energy Cooperation and Traffic Management in Cellular Networks with Renewable Energy. GLOBECOM (2016)
Hyun-Suk Lee, Cem Tekin, Mihaela van der Schaar, Jang-Won Lee
Contextual learning for unit commitment with renewable energy sources. GlobalSIP (2016)
Hyun-Suk Lee, Duck-Hyun Bae, Jang-Won Lee
Energy or Traffic: Which One to Transfer. VTC Fall (2015)