Conferences
Joint Multi-Agent Reinforcement Learning and Message-Passing for Distributed Multi-UAV Network Management using Conflict Graphs
IEEE/IFIP Network Operations and Management Symposium (NOMS), Honolulu, Hawaii, USA, May 2025.
Y. Cho, H. Lee, S. Park, J. Kim
Multi-Modal LLM-based Fully-Automated Training Dataset Generation Software Platform for Mathematics Education
IEEE International Conference on Software Engineering (ICSE), Ottawa, Canada, April/May 2025.
M. Kim, T. Kim, H. Choi, S. Min, J.-H. Lim, S. Park
Advanced Taxiing Path Guidance using Multi-Agent Reinforcement Learning for Air Traffic Management
IEEE/IFIP International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt), Seoul, Korea, October 2024.
S. Lee, G. S. Kim, S. Park, J. Kim
Quantum Split Learning for Privacy-Preserving Information Management
ACM Conference on Information and Knowledge Management (CIKM), Birmingham, United Kingdom, October 2023.
S. Park, H. Baek, J. Kim
Logarithmic Dimension Reduction for Quantum Neural Networks
ACM Conference on Information and Knowledge Management (CIKM), Birmingham, United Kingdom, October 2023.
H. Baek, S. Park, J. Kim
Depth-Controllable Quantum Federated Learning
IJCAI Workshop on Quantum Algorithms, Optimization, and AI (QAI), Jeju, Korea, August 2024.
S. Park, H. Baek, J. Park, M. Bennis, S. Jung, J. Kim
Realizing Cooperative Global Internet Services for Space-Air-Ground Integrated Networks: A Quantum Multi-Agent Reinforcement Learning Framework
IJCAI Workshop on Quantum Algorithms, Optimization, and AI (QAI), Jeju, Korea, August 2024.
G. S. Kim, Y. Cho, S. Park, S. Jung, J. Kim
Multi-Channel Quantum Convolutional Neural Network
IJCAI Workshop on Quantum Algorithms, Optimization, and AI (QAI), Jeju, Korea, August 2024.
E. J. Roh, J. Y. Shim, S. Park, J. Kim
Quantum Style Transfer in Hybrid Quantum-Classical Computing
IJCAI Workshop on Quantum Algorithms, Optimization, and AI (QAI), Jeju, Korea, August 2024.
E. J. Roh, J. Y. Shim, S. Park, J. Kim
Fidelity-Aware Uniform Quantum Federated Learning
IJCAI Workshop on Quantum Algorithms, Optimization, and AI (QAI), Jeju, Korea, August 2024.
S. B. Son, S. Park
Quantum Reinforcement Learning for Large-Scale Multi-Agent Decision-Making in Autonomous Aerial Networks
IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS), Tainan, Taiwan, August 2023. (IEEE VTS Seoul Chapter Award)
S. Park, J. Kim
EQuaTE: Efficient Quantum Train Engine Design and Demonstration for Dynamic Software Analysis
IEEE International Conference on Distributed Computing Systems (ICDCS), Hong Kong, China, July 2023 (Demo).
S. Park, H. Feng, W. J. Yun, C. Park, Y. K. Lee, S. Jung, J. Kim
Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications
IEEE International Conference on Distributed Computing Systems (ICDCS), Hong Kong, China, July 2023 (Poster).
C. Park, H. Lee, W. J. Yun, S. Park, S. Jung, J. Kim
Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility
IEEE International Conference on Communications (ICC), Rome, Italy, May/June 2023.
C. Park, S. Park, G. S. Kim, S. Jung, J.-H. Kim, J. Kim
Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints
IEEE International Conference on Distributed Computing Systems (ICDCS), Bologna, Italy, July 2022 (Poster).
R. Lee, S. Park, S. Jung, J. Kim
AoI-Aware Markov Decision Policies for Caching
IEEE International Conference on Distributed Computing Systems (ICDCS), Bologna, Italy, July 2022 (Ph.D. Student Symposium).
S. Park, S. Jung, M. Choi, J. Kim
Adaptive and Stabilized Streaming for Edge-Assisted Connected Vehicles under Heterogeneous Computing Constraints
IEEE Vehicular Technology Conference (VTC), Helsinki, Finland, June 2022.
R. Lee, H. Lee, S. Park, J. Kim
Joint Offloading and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach
IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS), Singapore, August 2019.
S. Park, J. Kim, D. Kwon, M. Shin, J. Kim
(IEEE VTS Seoul Chapter Award)
Multi-Agent Deep Reinforcement Learning for Connected Vehicles
ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), Seoul, South Korea, July 2019 (Poster).
D. Kwon, S. Park, J. Kim