Hui Zhong

Biography

I am an Assistant Professor in the Department of Computer Science and Software Engineering at Miami University. I received my Bachelor of Science in Internet of Things from Dalian Maritime University in 2022 and my Ph.D. in Electrical and Computer Engineering from the University of Houston in 2026, advised by Prof. Miao Pan.

My research focuses on building secure, privacy-preserving, and efficient quantum computing systems. As quantum computers evolve from standalone devices into multi-device systems, I study how to design, optimize, and protect distributed quantum computing platforms, quantum networks, and emerging quantum data center architectures.

My research interests include quantum computing privacy and security, distributed quantum system optimization, and topology design for quantum networks and systems.

I'm recruiting Ph.D. students!

I am recruiting Ph.D. students to join my group. If you are passionate about quantum computing, quantum optimization, or quantum privacy, feel free to reach out to me at zhongh7 [AT] miamioh [DOT] edu. For application details and requirements, please see Recruiting.

News

  • 2026.06

    I received my Ph.D. from the University of Houston, and will join Miami University as an Assistant Professor in the Department of Computer Science and Software Engineering.

  • 2025.09

    Talk Served as Session Chair for "Toward Secure and Reliable Quantum Computing in the NISQ Era" at IEEE QCE (Quantum Week), Albuquerque.

  • 2025.09

    Talk Gave an oral presentation on Enhanced Local Differential Privacy Protection against Crosstalk Attacks in Quantum Computing at IEEE QCE 2025.

  • 2025.07

    Paper Enhanced Local Differential Privacy Protection against Crosstalk Attacks in Quantum Computing was accepted to IEEE QCE 2025.

  • 2025.04

    Paper Eve Said Yes: AirBone Authentication for Head-Wearable Smart Voice Assistant was accepted to IEEE Transactions on Mobile Computing.

Research

Quantum computing systems must be secure and efficient as they scale from individual processors to distributed platforms. My research develops system-level models, optimization methods, and privacy mechanisms for both near-term quantum devices and emerging multi-device architectures. It is organized around three threads.

Thread 01

Quantum Privacy and Security

Privacy and security foundations for quantum computing systems, including quantum differential privacy and its local and Rényi variants. My work studies how noise, randomization, and system design can provide measurable protection for quantum computation, with validation on simulators and real IBM quantum devices.

Thread 02

Quantum System Optimization

Optimization methods for efficient quantum computing systems, including resource allocation, workload partitioning, scheduling, and learning-based frameworks. These methods aim to improve performance as quantum hardware becomes larger, noisier, and more interconnected.

Thread 03

Quantum Networks and Topology

System architecture for networked quantum computing, including entanglement management, topology design, and quantum data-center architectures. This thread studies how quantum processors should be connected and coordinated to support scalable distributed quantum computation.

Publications

Journal Articles

  1. Quantum Computing Catalyzes Future Quantum Networks: Efficiency and Inherent Privacy

    Hui Zhong, Keyi Ju, Xinyue Zhang, Xiaoqi Qin, Xin Fu, Miao Pan

    IEEE Network 2024 Link ↗

  2. Metaverse CAN: Embracing Continuous, Active, and Non-intrusive Biometric Authentication

    Hui Zhong, Chenpei Huang, Xinyue Zhang, Miao Pan

    IEEE Network 2023 Link ↗

  3. Eve Said Yes: AirBone Authentication for Head-Wearable Smart Voice Assistant

    Chenpei Huang, Hui Zhong, Jie Lian, Pavana Prakash, Dian Shi, Yuan Xu, Miao Pan

    IEEE Trans. Mobile Computing 2025 Link ↗

Conference Papers

  1. Enhanced Local Differential Privacy Protection against Crosstalk Attacks in Quantum Computing

    Hui Zhong, Xinyue Zhang, Hao Wang, Shucheng Yu, Yu Wang, Miao Pan

    IEEE QCE 2025 Link ↗

  2. Tuning Quantum Computing Privacy through Quantum Error Correction

    Hui Zhong, Keyi Ju, Manojna Sistla, Xinyue Zhang, Xiaoqi Qin, Xin Fu, Miao Pan

    IEEE GLOBECOM 2024 Link ↗

  3. EarID: In-Ear Wearable Device User Authentication Using Binary Acoustic Ear Canal Scanning Code

    Chenpei Huang, Hui Zhong, Zhen Chen, Xiaoqi Qin, Lan Zhang, Xiaoyong Yuan, Miao Pan

    ACM CHI Late-Breaking Work · 2025 Link ↗

  4. Controllable Quantum Computing Privacy via Inherent Noises and Quantum Error Mitigation

    Keyi Ju, Hui Zhong, Xinyue Zhang, Xiaoqi Qin, Miao Pan

    IEEE TrustCom 2024 Link ↗

  5. Bridging Quantum Computing and Differential Privacy: Insights into Quantum Computing Privacy

    Yusheng Zhao, Hui Zhong, Xinyue Zhang, Yuqing Li, Chi Zhang, Miao Pan

    IEEE QCE 2024 Link ↗

  6. Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning

    Keyi Ju, Xiaoqi Qin, Hui Zhong, Xinyue Zhang, Miao Pan, Baolong Liu

    IEEE ICC 2024 Link ↗

  7. Privacy Preserving Quantum Search Mechanism Using Grover's Algorithm

    Keyi Ju, Xiaoqi Qin, Hui Zhong, Xinyue Zhang, Miao Pan, Baolong Liu

    IEEE QCNC 2024 Link ↗

  8. Differential Privacy Preserving Quantum Computing via Projection Operator Measurements

    Yuqing Li, Yusheng Zhao, Xinyue Zhang, Hui Zhong, Miao Pan, Chi Zhang

    IEEE QCNC 2024 Link ↗

  9. Coordinated Optimal Energy Management Strategy for Grid-supporting Microgrid

    Shushan Qiu, Yidan Shen, Yingpei Li, Hui Zhong, Zheng Wang, Kaushik Rajasekhara

    IEEE IECON 2024 Link ↗

Education

  • Ph.D., Electrical & Computer Engineering 2022 – 2026

    University of Houston · Houston, TX, USA

    Advisor: Prof. Miao Pan. Focus on privacy and security for quantum computing.

  • Academic Exchange, Computer Science 2021 – 2022

    Loughborough University · Loughborough, UK

  • B.S., Internet of Things 2018 – 2022

    Dalian Maritime University · Dalian, China

Teaching

Quantum Computing Basics

Miami University, Department of Computer Science and Software Engineering

Sep 2026 – Present  ·  Undergraduate

Instructor

Introduction to Cybersecurity (ECE 5397/6397)

University of Houston, Department of Electrical and Computer Engineering

2024 – 2025  ·  Undergraduate and Graduate

Teaching Assistant & Guest Lecturer

Recruiting

Multiple Ph.D. and research assistant positions are available for highly self-motivated students. Research topics are flexible; I am currently most interested in quantum computing, quantum optimization, and quantum privacy.

Application Instructions

If you are interested in applying for a Ph.D. position, please email the following materials to zhongh7@miamioh.edu:

  • Curriculum Vitae (CV) Required
  • Transcripts Required
  • Previous projects or publications Optional
  • Any other material that communicates your background, e.g., code or project samples Optional

For International Students

  • TOEFL iBT: 80 or higher

For other requirements and any questions, please feel free to email me at zhongh7@miamioh.edu.

Honors & Service

Honors & Awards

  • Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM), Provincial First Prize (2020)
  • Mathematical Modeling Competition of Northeast China, Provincial First Prize (2019)
  • 10th MathorCup Mathematical Modeling Challenge, Undergraduate Division, Second Prize (2020)
  • College Students' Innovation and Entrepreneurship Training Program, Provincial-level Project (2020)
  • Dalian Maritime University Outstanding Student Scholarship, Third Prize (2020–2021)
  • Merit Student Award, Dalian Maritime University (2020–2021)

Professional Service

Reviewer · Journals

Future Generation Computer Systems · Journal of Air Transport Management · ACM Computing Surveys · IEEE Open Journal of Vehicular Technology · IEEE Journal on Selected Areas in Communications · ICT Express

Reviewer · Conferences

IEEE Global Communications Conference (GLOBECOM) · IEEE Vehicular Technology Conference (VTC) · International Conference on Artificial Intelligence, Information Processing and Cloud Computing (AIIPCC)

Membership

ACM Student Member (2024–2025)

Contact

I am always glad to discuss quantum computing systems, privacy, and optimization, and to hear from prospective students. The best way to reach me is by email.

Department of Computer Science and Software Engineering, Miami University, Oxford, OH, USA

Outside the Lab

Congratulations to my three cats for successfully accompanying me through my Ph.D. journey. This is their first appearance on an academic homepage.

Dr. Socks, a tabby cat
Dr. Socks
Dr. Missy, a tuxedo cat
Dr. Missy
Dr. Thomas, a brown tabby cat
Dr. Thomas