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Xinyue Zhang

Privacy-Preserving Machine Learning Quantum Computing For Cybersecurity Cybersecurity Protocols Quantum Cryptography
Kennesaw State University (KSU) Department of Computer Science

About

Dr. Xinyue Zhang is an Assistant Professor in the Department of Computer Science at Kennesaw State University. Her research interests are in cybersecurity, privacy-preserving machine learning, and quantum computing. Her professional efforts have been recognized by prestigious conferences and journals including AAAI, IEEE Big Data, IEEE TDSC, IEEE TMC, IEEE TWC, and etc. She received the NSF CRII Award in 2024. She received the Ph.D. degree in Electrical and Computer Engineering from University of Houston in 2021, the B.E. degree in communication engineering from Beijing Jiaotong University, China, in 2016, and the B.Sc. degree in electronic engineering from KU Leuven, Belgium, in 2016. Dr. Zhang is also active in many professional activities, including serving as the technical program committee (TPC) member in high-quality international conferences such as AAAI, IJCAI, IEEE Globecom. She also served as the reviewer of several top-tier journals, such as IEEE TWC, IEEE TIFS, IEEE TNSM, IEEE TVT, and IEEE Internet of Things Journal.

Research Performance Summary

55
Total Papers
583
Total Citations
14
H-Index
2018-2025
Active Research Span

First Recorded Paper

Data-driven optimization for utility providers with differential privacy of users' energy profile

Year: 2018

Citations: 11

Venue: 2018 IEEE Global Communications Conference (GLOBECOM)

Latest Recorded Paper

Experiences and Support Needs of Informal Caregivers in Managing Behavioral Symptom of Dementia

Year: 2025

Citations: 0

Venue: OBM Geriatrics 9 (2)

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
12
2024
13
2023
6
2022
3
2021
6
2020
5
2019
6
2018
4

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 38
Journal 5
Book 2

Top Coauthors

Zhang Pan Wang

Research Impact by Period

2025-2026

Period Stats
Papers 12
Citations 7
Avg. Citations / Paper 0.6
H-Index 2

2020-2024

Period Stats
Papers 33
Citations 456
Avg. Citations / Paper 13.8
H-Index 11

2015-2019

Period Stats
Papers 10
Citations 120
Avg. Citations / Paper 12
H-Index 7

Contact and Professional Links

Contact Information

xzhang48@kennesaw.edu

Detected Research Keywords

Users Differential Privacy Quantum Computing Privacy Participant Recruitment Coverage Aware Mobile Crowdsensing Location Differential Privacy Differential Privacy Preservation Energy Efficient Federated Efficient Federated Learning Data Driven Caching Driven Caching Users