Minseok Choi
Minseok Choi
Kyung Hee University · Electrical and Electronic Engineering
Professor
Prof. 최민석
Professor's page · publicationsAbout
최민석 교수 연구실(WIN Lab, Wireless Intelligent Networks Lab)은 경희대 전자공학과 소속으로, 무선통신·네트워크에 AI를 접목한 연구를 한다. 연합학습, 강화학습 기반 자원 최적화, 무선 엣지/캐싱, 비디오 스트리밍·콘텐츠 전송, 차량/비지상 네트워크를 다룬다.
Research keywords
Selected publications
- Efficient Split Learning with Overlapping Areas: Handling Distribution Shifts in Multi-Cell NetworksIEEE Transactions on Networking (Special Issue on AI and Networking) · 2026
- FedRGT: Reward-Guided Graph Neural Network for Decentralized Federated Learning Topology OptimizationJournal of Parallel and Distributed Computing · 2026
- Blockchain-Assisted Dynamic Resource Pool Selection for D2D Roaming ScenariosIEEE Open Journal of the Communications Society, vol. 5, pp. 7541-7552 · 2024
- Joint Quantum Reinforcement Learning and Stabilized Control for Human-Centric Spatio-Temporal Coordination in MetaverseIEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 12410-12427 · 2024
- Collaborative Video Caching with Enhanced Privacy GuaranteesIEEE ICC 2026 · 2026
- Two-Timescale Joint Optimization of User Scheduling and Video Delivery in Mobile NetworksIEEE Globecom 2025 · 2025
Other labs in this department
- Haneul KoRecruiting
Ko Haneul
5G/6G mobile core network, network automation, mobile edge computing, softwarized networking, electric vehicular networks, mobility management
- Suwan KimRecruiting
Kim Suwan
AI-aided design automation (EDA): machine-learning-driven standard-cell synthesis, physical design, and circuit optimization for advanced semiconductor technologies
- Jeong Hoan ParkRecruiting
Park Jeong Hoan
Low-power compact system design beyond ICs: neuromorphic neural interface SoCs, self-powered IoT sensing nodes, chip-to-chip interfaces and design-for-test for 3D ICs
- Junyong ParkRecruiting
Park Junyong
Signal and power integrity (SI/PI) for advanced package design
- Hyundong ShinRecruiting
Shin Hyundong
Wireless communication, machine intelligence, and quantum information science
- Seunghyun LeeRecruiting
Lee Seunghyun
Nanoelectronic devices and circuits (neuromorphic/brain-inspired computing, resistive memory/ReRAM, processing-in-memory, 2D materials, 3D integration)