Linghui Zhou
Linghui Zhou
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Systems engineer in the telecommunication industry. Skilled in systems engineering, AI/ML, information technology, programming, R&D.
With a degree in engineering and experiences in projects, developing and implementing high quality solutions have been a central part of professional career. My interests and goals are in developing and delivering high quality product.
My full CV is available here.
With a degree in engineering and experiences in projects, developing and implementing high quality solutions have been a central part of professional career. My interests and goals are in developing and delivering high quality product.
My full CV is available here.
Skills
Experienced in algorithm design, programming, software development, machine learning, statistics, probability theory, data science/engineering, and information science/technology. Highly passionate and skilled at creating and innovating solutions and turning ideas into concrete solutions. Strong communication, presentation, writing high-quality papers, speech, teamwork, and mentoring/teaching skills. Highly details-focused and result-oriented.Skills
Work Experience
Work Experience
Teacher Assistant
EQ2330 at KTH: Image and Video Processing, in 2019, 2020, and 2021Teacher Assistant
Thesis/Project Supervision
EQ2443 at KTH: Master Project "Deep Learning for Identification Systems", 2018 🔗Full TextEQ2443 at KTH: Master Project "Machine Learning and Polar Code-based Indentification", 2020 🔗Full TextEF112X at KTH: Bachelor Thesis Project "Machine Learning-based Biometric Identification", 2020 🔗 Full TextEA260X at KTH: Master Thesis Project "Polar Code and Machine Learning for Biometric Identification Systems", 2022 🔗Full TextThesis/Project Supervision
Publications
Publications
Ph.D. Thesis
Information-theoretic Privacy and Secrecy in Biometric Identification and Authentication🔗Full TextPh.D. Thesis
Master Thesis
Polar Codes for Identification Systems🔗Full TextMaster Thesis
Journals
Privacy-Preserving Identification Systems With Noisy EnrollmentLinghui Zhou, Minh Thanh Vu, Tobias J. Oechtering, Mikael Skoglund. 🔗Full TextTwo-Stage Biometric Identification Systems Without Privacy LeakageLinghui Zhou, Minh Thanh Vu, Tobias J. Oechtering, Mikael Skoglund. 🔗Full TextFundamental Limits-Achieving Polar Code Designs for Biometric Identification and AuthenticationLinghui Zhou, Tobias J. Oechtering, Mikael Skoglund. 🔗Full TextJournals
Conference Papers
Fundamental Limits for Biometric Identification Systems without Privacy LeakageLinghui Zhou, Minh Thanh Vu, Tobias J. Oechtering, Mikael Skoglund. 🔗Full Text, 📌TutorialIncremental Design of Secure Biometric Identification and AuthenticationLinghui Zhou, Tobias J. Oechtering, Mikael Skoglund. 🔗Full Text, 📌Tutorial, 🎬Tutorial VideoPolar Codes for Biometric Identification and AuthenticationLinghui Zhou, Tobias J. Oechtering, Mikael Skoglund. 🔗Full Text, 📌Tutorial, 🎬Tutorial VideoUncertainty in Biometric Identification and Authentication Systems with Strong SecrecyLinghui Zhou, Tobias J. Oechtering, Mikael Skoglund. 🔗Full Text, 📌TutorialProof-of-Concept of Polar Codes for Biometric Identification and AuthenticationYicheng Bao, Linghui Zhou, Tobias J. Oechtering🔗Full TextConference Papers
A full list of my publication can be found here.
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