AI and Mobility (AIM) Laboratory

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Korea University · Electrical Engineering

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This lab is recruiting graduate students

박사·석사과정 전액 지원과 성과 기반 유급 학부 인턴십, 학회 참가 및 논문 출판 기회를 제공한다.

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Professor

Prof. 김중헌

Professor's page · publications

About

김중헌 교수 연구실(AI and Mobility Laboratory, AIM Lab)은 고려대 전기전자공학부 소속으로, AI·통신·강화학습을 연구한다. UAV·UAM·위성 네트워크를 위한 멀티에이전트 강화학습, 양자 강화학습·양자 연합학습 등 양자 머신러닝, 리아푸노프 최적화 이론을 다룬다.

Research keywords

모빌리티딥러닝양자인공지능

Selected publications

Quantum Robust Inner Minimization for Reinforcement Learning with Quadratic Speed-Up in Query ComplexityICML · 2026
Let LLM Tutors Ask First: Proactive LLM-Based Tutoring at Scale in a 1,500-Student Online ClassroomACL · 2026
Quantum-Amplitude Embedded Adaptation for Parameter-Efficient Fine-Tuning in Large Language ModelsACM CIKM · 2025
AQUA: Hardware-Agnostic Qubit Allocation for Quantum Multi-ProgrammingIEEE IPDPS · 2025
Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance ConstraintsScientific Reports (Nature) · 2022
Understanding the Potential Risks of Sharing Elevation Information on Fitness ApplicationsIEEE ICDCS · 2020

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