Xi Zheng

Xi Zheng

Macquarie University

H-index: 34

Oceania-Australia

About Xi Zheng

Xi Zheng, With an exceptional h-index of 34 and a recent h-index of 33 (since 2020), a distinguished researcher at Macquarie University, specializes in the field of Testing and Verification, Security Analysis, Distributed Learning, IoT, Software Engineering.

His recent articles reflect a diverse array of research interests and contributions to the field:

ID-SR: Privacy-Preserving Social Recommendation based on Infinite Divisibility for Trustworthy AI

FedAGA: A federated learning framework for enhanced inter-client relationship learning

BASS: A Blockchain-Based Asynchronous SignSGD Architecture for Efficient and Secure Federated Learning

Exploring Semantic Redundancy using Backdoor Triggers: A Complementary Insight into the Challenges facing DNN-based Software Vulnerability Detection

Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition

Collaborative Edge Service Placement for Maximizing QoS with Distributed Data Cleaning

LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces

idml: Incentivized decentralized machine learning

Xi Zheng Information

University

Position

___

Citations(all)

4124

Citations(since 2020)

3945

Cited By

1131

hIndex(all)

34

hIndex(since 2020)

33

i10Index(all)

88

i10Index(since 2020)

86

Email

University Profile Page

Macquarie University

Google Scholar

View Google Scholar Profile

Xi Zheng Skills & Research Interests

Testing and Verification

Security Analysis

Distributed Learning

IoT

Software Engineering

Top articles of Xi Zheng

Title

Journal

Author(s)

Publication Date

ID-SR: Privacy-Preserving Social Recommendation based on Infinite Divisibility for Trustworthy AI

ACM Transactions on Knowledge Discovery from Data

Jingyi Cui

Guangquan Xu

Jian Liu

Shicheng Feng

Jianli Wang

...

2024

FedAGA: A federated learning framework for enhanced inter-client relationship learning

Knowledge-Based Systems

Jiaqi Ge

Gaochao Xu

Jianchao Lu

Chenhao Xu

Quan Z Sheng

...

2024/2/28

BASS: A Blockchain-Based Asynchronous SignSGD Architecture for Efficient and Secure Federated Learning

IEEE Transactions on Dependable and Secure Computing

Chenhao Xu

Jiaqi Ge

Yao Deng

Longxiang Gao

Mengshi Zhang

...

2024

Exploring Semantic Redundancy using Backdoor Triggers: A Complementary Insight into the Challenges facing DNN-based Software Vulnerability Detection

ACM Transactions on Software Engineering and Methodology

Changjie Shao

Gaolei Li

Jun Wu

Xi Zheng

2024

Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Chuxuan Tong

Xi Zheng

Jianhua Li

Xingjun Ma

Longxiang Gao

...

2023/9/1

Collaborative Edge Service Placement for Maximizing QoS with Distributed Data Cleaning

Yuzhu Liang

Wenhua Wang

Xi Zheng

Qin Liu

Liang Wang

...

2023/6/19

LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces

arXiv preprint arXiv:2310.08051

Jianchao Lu

Yuzhe Tian

Yang Zhang

Jiaqi Ge

Quan Z Sheng

...

2023/10/12

idml: Incentivized decentralized machine learning

arXiv preprint arXiv:2304.05354

Haoxiang Yu

Hsiao-Yuan Chen

Sangsu Lee

Sriram Vishwanath

Xi Zheng

...

2023/4/10

GenDroid: A query-efficient black-box android adversarial attack framework

Computers & Security

Guangquan Xu

Hongfei Shao

Jingyi Cui

Hongpeng Bai

Jiliang Li

...

2023/9/1

Leveraging Digital Twin and DRL for Collaborative Context Offloading in C-V2X Autonomous Driving

IEEE Transactions on Vehicular Technology

Kangkang Sun

Jun Wu

Qianqian Pan

Xi Zheng

Jianhua Li

...

2023/11/15

Privacy-preserving data analytics for smart decision-making energy systems in sustainable smart community

Sustainable Energy Technologies and Assessments

Yuping Zhang

Youyang Qu

Longxiang Gao

Tom Hao Luan

Alireza Jolfaei

...

2023/6/1

RLaGA: A Reinforcement Learning Augmented Genetic Algorithm For Searching Real and Diverse Marker-Based Landing Violations

arXiv preprint arXiv:2310.07378

Linfeng Liang

Yao Deng

Kye Morton

Valtteri Kallinen

Alice James

...

2023/10/11

An Empirical study on model pruning and quantization

Yuzhe Tian

Tom H Luan

Xi Zheng

2023/3/12

Delay-CJ: A novel cryptojacking covert attack method based on delayed strategy and its detection

Digital Communications and Networks

Guangquan Xu

Wenyu Dong

Jun Xing

Wenqing Lei

Jian Liu

...

2023/10/1

Testing learning-enabled cyber-physical systems with Large-Language Models: A Formal Approach

arXiv preprint arXiv:2311.07377

Xi Zheng

Aloysius K Mok

Ruzica Piskac

Yong Jae Lee

Bhaskar Krishnamachari

...

2023/11/13

Edge computing and sensor-cloud: Overview, solutions, and directions

Tian Wang

Yuzhu Liang

Xuewei Shen

Xi Zheng

Adnan Mahmood

...

2023/7/13

CUEING: A pioneer work of encoding human gaze for autonomous driving

arXiv preprint arXiv:2305.15710

Linfeng Liang

Yiran Wang

Yao Deng

Jianchao Lu

Chen Wang

...

2023/5/25

Eidls: An edge-intelligence-based distributed learning system over internet of things

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Tian Wang

Bing Sun

Liang Wang

Xi Zheng

Weijia Jia

2023/2/17

Dynamic Model Reduction for Decentralized Learning in Heterogeneous Mobile Networks

Sangsu Lee

Xi Zheng

Jie Hua

Haoxiang Yu

Christine Julien

2023/9/25

Demo Abstract: HybriSim-A Hybrid Simulation System for Distributed Machine Learning with Mobility

Haoxiang Yu

Xi Zheng

Christine Julien

2023/11/12

See List of Professors in Xi Zheng University(Macquarie University)

Co-Authors

H-index: 78
Yang Xiang

Yang Xiang

Swinburne University of Technology

H-index: 74
Prof Shui Yu

Prof Shui Yu

University of Technology

H-index: 66
Quan Z. (Michael) Sheng

Quan Z. (Michael) Sheng

Macquarie University

academic-engine