Lee Sihyun Lab

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KAIST · Electrical Engineering

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Professor

Prof. 이시현

Professor's page · publications

About

이시현(Si-Hyeon Lee) 교수의 InfoLab(Information and Communication Lab)은 KAIST 전기및전자공학부 소속으로, 정보이론·무선통신·보안통신·머신러닝을 연구한다. 이론 연구와 실제 시스템 설계·최적화를 함께 다루며 통신, 통계적 추론, 머신러닝을 핵심 주제로 한다.

Research keywords

Information TheoryWireless CommunicationsSecure CommunicationsMachine Learning

Selected publications

Achieving the exactly optimal privacy-utility trade-off with low communication cost via shared randomnessIEEE Transactions on Information Theory · 2024
Provably near-optimal federated ensemble distillation with negligible overheadInternational Conference on Machine Learning (ICML) · 2025
Exactly minimax-optimal locally differentially private samplingNeural Information Processing Systems (NeurIPS) · 2024
Secrecy capacity of a Gaussian wiretap channel with ADCs is always positiveIEEE Transactions on Information Theory · 2022
Throughput scaling of covert communication over wireless adhoc networksIEEE Transactions on Information Theory · 2020
Exactly optimal and communication-efficient private estimation via block designsIEEE Journal on Selected Areas in Information Theory · 2024

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