Personal information

Quantum secure communications, Quantum computing, Quantum machine learning, Quantum steganography, Data mining
China

Biography

Zhiguo Qu, received the Ph.D. degree in information security from Beijing University of Posts and Telecommunications, China, in 2011. From 2012 to 2014, he worked as a Post-doc Researcher Fellow at Dublin City University in Ireland. In July 2011, he joined Nanjing University of Information and Technology in China, where he is currently an Associate Professor in the School of Computer and Software. His research interests include quantum steganography, quantum secure communication, quantum computing, quantum machine learning, data mining.

Activities

Works (34)

DAQFL: Dynamic Aggregation Quantum Federated Learning Algorithm for Intelligent Diagnosis in Internet of Medical Things

IEEE Internet of Things Journal
2025 | Journal article
Contributors: Zhiguo Qu; Xuemeng Zhao; Le Sun; Ghulam Muhammad
Source: check_circle
Crossref

Quantum Fuzzy Federated Learning for Privacy Protection in Intelligent Information Processing

IEEE Transactions on Fuzzy Systems
2025-01 | Journal article
Contributors: Zhiguo Qu; Lailei Zhang; Prayag Tiwari
Source: check_circle
Crossref

CDHFL-HA: Collaborative Dynamic Hierarchical Federated Learning With Hypernetwork Aggregation for Sentimental Analysis

IEEE Transactions on Computational Social Systems
2024 | Journal article
Contributors: Zhiguo Qu; Jian Ding; Bo Liu; Le Sun; Shahid Mumtaz
Source: check_circle
Crossref

DTQFL: A Digital Twin-Assisted Quantum Federated Learning Algorithm for Intelligent Diagnosis in 5G Mobile Network

IEEE Journal of Biomedical and Health Informatics
2024 | Journal article
Contributors: Zhiguo Qu; Yang Li; Bo Liu; Deepak Gupta; Prayag Tiwari
Source: check_circle
Crossref

FedHLC: A Novel Federated Learning Algorithm Targeting Heterogeneous and Long-Tailed Data for Efficient Image Classification in Consumer Electronics

IEEE Transactions on Consumer Electronics
2024 | Journal article
Contributors: Zhiguo Qu; Zhiwei Liang
Source: check_circle
Crossref

FEDSA-ResnetV2: An Efficient Intrusion Detection System for Vehicle Road Cooperation Based on Federated Learning

IEEE Internet of Things Journal
2024 | Journal article
Contributors: Zhiguo Qu; Zihong Cai
Source: check_circle
Crossref

QDICP: A Quantum Blockchain Model for Copyright Protection of Digital Images in Consumer Electronics

IEEE Transactions on Consumer Electronics
2024 | Journal article
Contributors: Zhiguo Qu; Xiyu Fu; Le Sun; Ghulam Muhammad
Source: check_circle
Crossref

IoMT-Based Smart Healthcare Detection System Driven by Quantum Blockchain and Quantum Neural Network

IEEE Journal of Biomedical and Health Informatics
2024-06 | Journal article
Contributors: Zhiguo Qu; Wenke Shi; Bo Liu; Deepak Gupta; Prayag Tiwari
Source: check_circle
Crossref

FedSarah: A Novel Low-Latency Federated Learning Algorithm for Consumer-Centric Personalized Recommendation Systems

IEEE Transactions on Consumer Electronics
2024-02 | Journal article
Contributors: Zhiguo Qu; Jian Ding; Rutvij H. Jhaveri; Youcef Djenouri; Xin Ning; Prayag Tiwari
Source: check_circle
Crossref

QEPP: A Quantum Efficient Privacy Protection Protocol in 6G-Quantum Internet of Vehicles

IEEE Transactions on Intelligent Vehicles
2024-01 | Journal article
Contributors: Zhiguo Qu; Zhixiao Chen; Xin Ning; Prayag Tiwari
Source: check_circle
Crossref

QB-IMD: A Secure Medical Data Processing System With Privacy Protection Based on Quantum Blockchain for IoMT

IEEE Internet of Things Journal
2024-01-01 | Journal article
Contributors: Zhiguo Qu; Yunyi Meng; Bo Liu; Ghulam Muhammad; Prayag Tiwari
Source: check_circle
Crossref

Quantum conditional generative adversarial network based on patch method for abnormal electrocardiogram generation

Computers in Biology and Medicine
2023-11 | Journal article
Contributors: Zhiguo Qu; Wenke Shi; Prayag Tiwari
Source: check_circle
Crossref

A Secure Information Transmission Protocol for Healthcare Cyber Based on Quantum Image Expansion and Grover Search Algorithm

IEEE Transactions on Network Science and Engineering
2023-09-01 | Journal article
Contributors: Zhiguo Qu; Hanrong Sun
Source: check_circle
Crossref

Temporal-Spatial Quantum Graph Convolutional Neural Network Based on Schrödinger Approach for Traffic Congestion Prediction

IEEE Transactions on Intelligent Transportation Systems
2023-08 | Journal article
Contributors: Zhiguo Qu; Xinzhu Liu; Min Zheng
Source: check_circle
Crossref

Secure quantum fog computing model based on blind quantum computation

Journal of Ambient Intelligence and Humanized Computing
2022-08 | Journal article
Contributors: Zhiguo Qu; Kunyi Wang; Min Zheng
Source: check_circle
Crossref

PerAE: An Effective Personalized AutoEncoder for ECG-Based Biometric in Augmented Reality System

IEEE Journal of Biomedical and Health Informatics
2022-06 | Journal article
Contributors: Le Sun; Zhaoyi Zhong; Zhiguo Qu; N. Xiong
Source: check_circle
Crossref

Quantum identity authentication protocol based on three‐photon quantum error avoidance code in edge computing

Transactions on Emerging Telecommunications Technologies
2022-06 | Journal article
Contributors: Zhiguo Qu; Xinzhu Liu; Shengyao Wu
Source: check_circle
Crossref

High-efficiency quantum image steganography protocol based on double-layer matrix coding

Quantum Information Processing
2022-05 | Journal article
Part of ISSN: 1573-1332
Source: Self-asserted source
Zhiguo Qu
grade
Preferred source (of 3)‎

Learnable antinoise-receiver algorithm based on a quantum feedforward neural network in optical quantum communication

Physical Review A
2022-05-19 | Journal article
Contributors: Zhiguo Qu; Xinzhu Liu; Le Sun
Source: check_circle
Crossref

BeatClass: A Sustainable ECG Classification System in IoT-Based eHealth

IEEE Internet of Things Journal
2022-05-15 | Journal article
Contributors: Le Sun; Yilin Wang; Zhiguo Qu; Neal N. Xiong
Source: check_circle
Crossref

A novel coherence-based quantum steganalysis protocol

Quantum Information Processing
2020-10 | Journal article
Contributors: Zhiguo Qu; Yiming Huang; Min Zheng
Source: check_circle
Crossref

A secure controlled quantum image steganography algorithm

Quantum Information Processing
2020-10 | Journal article
Contributors: Zhiguo Qu; Siyi Chen; Xiaojun Wang
Source: check_circle
Crossref

Multiple-Input, Multilayer-Perception-Based Classification of Traces From Side-Channel Attacks

Computer
2020-08 | Journal article
Contributors: Hanwen Feng; Jing Zhou; Weiguo Lin; Yujuan Zhang; Zhiguo Qu
Source: check_circle
Crossref

Analysis and Improvement of Steganography Protocol Based on Bell States in Noise Environment

Computers, Materials & Continua
2019 | Journal article
Part of ISSN: 1546-2226
Source: Self-asserted source
Zhiguo Qu

Matrix Coding-Based Quantum Image Steganography Algorithm

IEEE Access
2019 | Journal article
Contributors: Zhiguo Qu; Zhenwen Cheng; Xiaojun Wang
Source: check_circle
Crossref

Quantum Image Steganography Protocol Based on Quantum Image Expansion and Grover Search Algorithm

IEEE Access
2019 | Journal article
Contributors: Zhiguo Qu; Zhengyan Li; Gang Xu; Shengyao Wu; Xiaojun Wang
Source: check_circle
Crossref

A novel quantum image steganography algorithm based on exploiting modification direction

Multimedia Tools and Applications
2019-04-09 | Journal article
Contributors: Zhiguo Qu; Zhenwen Cheng; Wenjie Liu; Xiaojun Wang
Source: check_circle
Crossref

Novel Quantum Video Steganography and Authentication Protocol with Large Payload

International Journal of Theoretical Physics
2018-12-08 | Journal article
Contributors: Siyi Chen; Zhiguo Qu
Source: check_circle
Crossref

The effect of quantum noise on two different deterministic remote state preparation of an arbitrary three-particle state protocols

Quantum Information Processing
2018-10 | Journal article
Contributors: Le Sun; Shengyao Wu; Zhiguo Qu; Mingming Wang; Xiaojun Wang
Source: check_circle
Crossref

Anti-Noise Bidirectional Quantum Steganography Protocol with Large Payload

International Journal of Theoretical Physics
2018-06-21 | Journal article
Contributors: Zhiguo Qu; Siyi Chen; Sai Ji; Songya Ma; Xiaojun Wang
Source: check_circle
Crossref

Effect of quantum noise on deterministic remote state preparation of an arbitrary two-particle state via various quantum entangled channels

Quantum Information Processing
2017-12 | Journal article
Contributors: Zhiguo Qu; Shengyao Wu; Mingming Wang; Le Sun; Xiaojun Wang
Source: check_circle
Crossref

A Novel Quantum Video Steganography Protocol with Large Payload Based on MCQI Quantum Video

International Journal of Theoretical Physics
2017-11 | Journal article
Contributors: Zhiguo Qu; Siyi Chen; Sai Ji
Source: check_circle
Crossref

A Robust Quantum Watermark Algorithm Based on Quantum Log-polar Images

International Journal of Theoretical Physics
2017-11 | Journal article
Contributors: Zhiguo Qu; Zhenwen Cheng; Mingxing Luo; Wenjie Liu
Source: check_circle
Crossref

An efficient quantum image steganography protocol based on improved EMD algorithm

Source: Self-asserted source
Zhiguo Qu
grade
Preferred source (of 2)‎

Peer review (3 reviews for 2 publications/grants)

Review activity for Information sciences. (1)
Review activity for Physica. (2)