Joohyun Lee

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석·박사 대학원생, 박사후연구원, 학부 인턴 모집. 네트워킹, 강화학습, 엣지 클라우드, 의료 AI 분야이며 장학금과 인건비를 지원한다. CV를 보낼 것.

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Prof. 이주현

이주현 교수 연구실(AINET, AI Network Lab)은 서강대 전기전자공학과 소속으로, 지능통신망과 LLM 기반 의료 AI를 연구한다. 강화학습·머신러닝·대규모 언어모델을 활용한 6G 최적화, O-RAN, IoT, 엣지 클라우드와 의료 AI를 다룬다.

지능통신망LLM 기반 의료AI

nCTX: A Neural Network-Powered Lossless Compressive Transmission using Shared InformationIEEE Transactions on Mobile Computing · 2025
Cutting-Edge Inference: Dynamic DNN Model Partitioning and Resource Scaling for Mobile AIIEEE Transactions on Services Computing · 2024
SOQ: Structural Reinforcement Learning for Constrained Delay Minimization with Channel State InformationIEEE Internet of Things Journal · 2023
Deep learning-based natural language processing for detecting medical symptoms and histories in emergency patient triageAmerican Journal of Emergency Medicine · 2023
Learning to Schedule Network Resources Throughput and Delay Optimally using Q+-LearningIEEE/ACM Transactions on Networking · 2021
Structure-Aware Reinforcement Learning for Energy-Constrained Background Update SchedulingIEEE SECON · 2026