Hyunsoo Lee

According to our database, Hyunsoo Lee authored at least 12 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Quantum infidelity codistillation for fast and accurate distributed quantum machine learning.

Seungeun Oh, Jinhyuk Kim, Jihong Park, Hankyul Baek, Hyunsoo Lee, Joongheon Kim, Seong-Lyun Kim

J. Supercomput., July, 2025

Auction-Based Trustworthy and Resilient Quantum Distributed Learning.

Hyunsoo Lee, Seok Bin Son, Samuel Yen-Chi Chen, Soohyun Park

IEEE Internet Things J., July, 2025

Entanglement-Controlled Quantum Federated Learning.

Soohyun Park, Hyunsoo Lee, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim

IEEE Internet Things J., June, 2025

Quantum federated learning with pole-angle quantum local training and trainable measurement.

Soohyun Park, Hyunsoo Lee, Seok Bin Son, Soyi Jung, Joongheon Kim

Neural Networks, 2025

Joint Multi-Agent Reinforcement Learning and Message-Passing for Distributed Multi-Uav Network Management using Conflict Graphs.

Yeryeong Cho, Hyunsoo Lee, Soohyun Park, Joongheon Kim

Proceedings of the NOMS 2025 IEEE Network Operations and Management Symposium, 2025

2024

Sensing-Aware Deep Reinforcement Learning With HCI-Based Human-in-the-Loop Feedback for Autonomous Nonlinear Drone Mobility Control.

Hyunsoo Lee, Soohyun Park

IEEE Access, 2024

Farthest Agent Selection With Episode-Wise Observations for Real-Time Multi-Agent Reinforcement Learning Applications.

Hyunsoo Lee, Gyu Seon Kim, Minseok Choi, Hankyul Baek, Soohyun Park

IEEE Access, 2024

Introduction to Reinforcement Learning for Torpedo Guidance with Obstacle Avoidance.

Hyunsoo Lee, Joongheon Kim

Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024

2023

Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems.

Hyunsoo Lee, Soohyun Park, Won Joon Yun, Soyi Jung, Joongheon Kim

CoRR, 2023

Hybrid MAC for Military UAV Networks.

Gyu Seon Kim, Hyunsoo Lee, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim

Proceedings of the International Conference on Information Networking, 2023

2022

Stable Marriage Matching for Traffic-Aware Space-Air-Ground Integrated Networks: A Gale-Shapley Algorithmic Approach.

Hyunsoo Lee, Haemin Lee, Soyi Jung, Joongheon Kim

Proceedings of the International Conference on Information Networking, 2022

DDPG-based Deep Reinforcement Learning for Loitering Munition Mobility Control: Algorithm Design and Visualization.

Hyunsoo Lee, Won Joon Yun, Soyi Jung, Jae-Hyun Kim, Joongheon Kim

Proceedings of the IEEE VTS Asia Pacific Wireless Communications Symposium, 2022