Intelligent Information Processing Lab (IIP)

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Chungnam National University · Electrical and Electronic Engineering

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무선통신과 인공지능 기반 신호처리에 관심 있는 학생을 모집하며 연구 인턴을 받고 있다.

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Professor

Prof. 장종규

Professor's page · publications

About

기계학습과 무선통신을 결합한 연구를 수행하는 지능형 정보처리 연구실이다. 연합학습(federated learning), 무선상 연산(over-the-air computing), 무선 자원 관리, AI 기반 신호처리, 시맨틱 통신, AI-RAN 등을 주요 연구 주제로 다룬다.

Research keywords

무선통신

Selected publications

Robust Over-the-Air Federated Learning Under Imperfect CSIIEEE Transactions on Wireless Communications (TWC) · 2026
Joint Optimization of User Association and Resource Allocation for Load Balancing With Multi-Level FairnessIEEE Transactions on Communications (TCOM) · 2026
Non-iterative Optimization of Trajectory and Radio Resource for Aerial NetworkIEEE Transactions on Wireless Communications (TWC) · 2025
Distributed Task Offloading and Resource Allocation for Latency Minimization in Mobile Edge Computing NetworksIEEE Transactions on Mobile Computing (TMC) · 2024
Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGDInternational Conference on Machine Learning (ICML) · 2024
M2SODAI: Multi-Modal Maritime Object Detection Dataset With RGB and Hyperspectral Image SensorsConference on Neural Information Processing Systems (NeurIPS) · 2023

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