Prof Yong Xiang

STAFF PROFILE

Position

Professor of Network Engineering

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Qualifications

Doctor of Philosophy, University of Melbourne, 2003
Master of Engineering, Univ. of Electr.S&T of China, 1989
Bachelor of Engineering, Univ. of Electr.S&T of China, 1983

Biography

Dr Yong Xiang is a Professor at the School of Information Technology, Deakin University, Australia. He is also the Director of Trustworthy Intelligent Computing Lab (formerly named Deakin Blockchain Innovation Lab). He was the Associate Head of School (Research) (2013-2018), the Director of Artificial Intelligence and Data Analytics Research Cluster (2013-2019), the Director of Data to Intelligence Research Centre (2019-2020), and the Director of Deakin Univ.-Southwest Univ. Joint Research Centre on Big Data (2019-2021).

He has obtained many research grants, including 7 Discovery and Linkage grants from the Australian Research Council (ARC). He has published 7 authored books, over 250 refereed journal articles, and over 110 conference papers. Some of his research results have been commercialised.

Professor Xiang was a member of the ARC Research Evaluation Committee (Mathematics, Information and Computing Sciences), evaluating the Excellence in Research for Australia (ERA) in 2018. He is the Senior Area Editor of IEEE Signal Processing Letters, the Associate Editor of IEEE Communications Surveys and Tutorials, and the Associate Editor of Computer Standards and Interfaces. He was an Associate Editor of IEEE Signal Processing Letters and IEEE Access and served as Guest Editor for several journals, such as IEEE Transactions on Industrial Informatics, IEEE Multimedia, etc. He has been invited to give keynote speeches and chair committees in many international conferences, review papers for numerous international journals and conferences, serve on conference program committees, chair technical sessions in conferences, and assess grant applications for the ARC and the Swiss National Science Foundation. Professor Xiang is a senior member of the IEEE.

Read more on Yong's profile

Research interests

  • Cybersecurity and privacy
  • Machine learning and AI
  • Distributed computing
  • Communications engineering

Publications

Filter by

2024

Sustainable Robotic Joints 4D Printing with Variable Stiffness Using Reinforcement Learning

M Mohammadi, A Kouzani, M Bodaghi, J Long, S Khoo, Y Xiang, A Zolfagharian

(2024), Vol. 85, pp. 1-12, Robotics and Computer-Integrated Manufacturing, Amsterdam, The Netherlands, C1

journal article

SE-shapelets: Semi-supervised Clustering of Time Series Using Representative Shapelets

B Cai, G Huang, S Yang, Y Xiang, C Chi

(2024), Vol. 240, pp. 1-11, Expert Systems With Applications, Amsterdam, The Netherlands, C1

journal article

A secure dynamic cross-chain decentralized data consistency verification model

J Zhao, Y Zhang, J Jiang, Z Hua, Y Xiang

(2024), Vol. 36, pp. 1-13, Journal of King Saud University - Computer and Information Sciences, Amsterdam, The Netherlands, C1

journal article

Short-term wave power forecasting with hybrid multivariate variational mode decomposition model integrated with cascaded feedforward neural networks

M Ali, R Prasad, M Jamei, A Malik, Y Xiang, S Abdulla, R Deo, A Farooque, A Labban

(2024), Vol. 221, pp. 1-14, Renewable Energy, Amsterdam, The Netherlands, C1-1

journal article

Configurable Harris Hawks Optimisation for Application Placement in Space-Air-Ground Integrated Networks

Nasrin Akhter, Redowan Mahmud, Jiong Jin, Jason But, Iftekhar Ahmad, Yong Xiang

(2024), pp. 1-1, IEEE Transactions on Network and Service Management, Piscataway, N.J., C1

journal article

Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey

Y Wan, Y Qu, W Ni, Y Xiang, L Gao, E Hossain

(2024), IEEE Communications Surveys and Tutorials, Piscataway, NJ., C1

journal article

A Learning-Based Hierarchical Edge Data Corruption Detection Framework in Edge Intelligence

Y Zhao, C Xu, Y Qu, Y Xiang, F Chen, L Gao

(2024), pp. 1-15, IEEE Internet of Things Journal, Piscataway, N.J., C1

journal article

Hybrid deep learning model using SPCAGAN augmentation for insider threat analysis

Gayathri R.G., Atul Sajjanhar, Yong Xiang

(2024), Vol. 249, pp. 1-13, Expert Systems With Applications, Amsterdam, The Netherlands, C1

journal article

Design and Robust Evaluation of Next Generation Node Authentication Approach

Dinh Nguyen, Keshav Sood, Yong Xiang, Longxiang Gao, Lianhua Chi, Gurpreet Singh, Shui Yu

(2024), pp. 1-12, IEEE Transactions on Dependable and Secure Computing, Piscataway, N.J., C1

journal article

Context-aware Consensus Algorithm for Blockchain-empowered Federated Learning

Yao Zhao, Youyang Qu, Yong Xiang, Feifei Chen, Longxiang Gao

(2024), pp. 1-13, IEEE Transactions on Cloud Computing, Piscataway, N.J., C1

journal article

PR3: Reversible and Usability-Enhanced Visual <underline>Pr</underline>ivacy <underline>Pr</underline>otection via Thumbnail <underline>Pr</underline>eservation and Data Hiding

R Zhao, Y Zhang, W Wen, X Zhang, X Cao, Y Xiang

(2024), IEEE Transactions on Big Data, C1

journal article

Representing Noisy Image Without Denoising

S Qi, Y Zhang, C Wang, T Xiang, X Cao, Y Xiang

(2024), IEEE Transactions on Pattern Analysis and Machine Intelligence, C1

journal article
2023

Frequency Spectrum Modification Process-Based Anti-Collusion Mechanism for Audio Signals

J Zhao, T Zong, Y Xiang, G Hua, X Lei, L Gao, G Beliakov

(2023), Vol. 53, pp. 5510-5522, IEEE Transactions on Cybernetics, C1

journal article

A novel feature-based framework enabling multi-type DDoS attacks detection

L Zhou, Y Zhu, Y Xiang, T Zong

(2023), Vol. 26, pp. 163-185, World Wide Web, C1

journal article

Optimization Search Strategy for Task Offloading from Collaborative Edge Computing

J Tang, T Qin, Y Xiang, Z Zhou, J Gu

(2023), Vol. 16, pp. 2044-2058, IEEE Transactions on Services Computing, C1-1

journal article

Blockchain search engine: Its current research status and future prospect in Internet of Things network

J Tang, X Lu, Y Xiang, C Shi, J Gu

(2023), Vol. 138, pp. 120-141, Future Generation Computer Systems, C1

journal article

Machine translation-based fine-grained comments generation for solidity smart contracts

C Shi, Y Xiang, J Yu, K Sood, L Gao

(2023), Vol. 153, pp. 1-15, Information and Software Technology, Amsterdam, The Netherlands, C1

journal article

Optimal Transport-based Patch Matching for Image Style Transfer

J Li, Y Xiang, H Wu, S Yao, D Xu

(2023), Vol. 25, pp. 5927-5940, IEEE Transactions on Multimedia, Piscataway, N.J., C1

journal article

Fair Outsourcing Paid in Fiat Money Using Blockchain

X Xiao, Y Zhang, X Dong, L Wang, Y Xiang, X Cao

(2023), Vol. 16, pp. 1860-1873, IEEE Transactions on Services Computing, C1

journal article

DIVRS: Data integrity verification based on ring signature in cloud storage

M Tian, Y Zhang, Y Zhu, L Wang, Y Xiang

(2023), Vol. 124, Computers and Security, C1

journal article

Localization of Inpainting Forgery With Feature Enhancement Network

Y Zhang, Z Fu, S Qi, M Xue, Z Hua, Y Xiang

(2023), Vol. 9, pp. 936-948, IEEE Transactions on Big Data, Piscataway, N.J., C1

journal article

SSVS-SSVD Based Desynchronization Attacks Resilient Watermarking Method for Stereo Signals

Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao, Guang Hua, Keshav Sood, Yushu Zhang

(2023), Vol. 31, pp. 448-461, IEEE/ACM Transactions on Audio, Speech, and Language Processing, Piscataway, N.J., C1

journal article

An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation

C Xu, Y Qu, T Luan, P Eklund, Y Xiang, L Gao

(2023), Vol. 72, pp. 6584-6598, IEEE Transactions on Vehicular Technology, C1

journal article

BPPIR: Blockchain-assisted privacy-preserving similarity image retrieval over multiple clouds

M Tian, Y Zhang, Y Zhu, W Wang, Q Wu, Y Xiang

(2023), Vol. 35, pp. 324-334, Journal of King Saud University - Computer and Information Sciences, C1

journal article

ROS-based Collaborative Driving Framework in Autonomous Vehicular Networks

Ruhan Liu, Jinkai Zheng, Tom Luan, Longxiang Gao, Yilong Hui, Yong Xiang, Mianxiong Dong

(2023), Vol. 72, pp. 6987-6999, IEEE Transactions on Vehicular Technology, C1

journal article

A Lightweight Model-Based Evolutionary Consensus Protocol in Blockchain as a Service for IoT

Y Zhao, Y Qu, Y Xiang, Y Zhang, L Gao

(2023), Vol. 16, pp. 2343-2358, IEEE Transactions on Services Computing, C1

journal article

Ensemble robust local mean decomposition integrated with random forest for short-term significant wave height forecasting

M Ali, R Prasad, Y Xiang, M Jamei, Z Yaseen

(2023), Vol. 205, pp. 731-746, Renewable Energy, C1

journal article

Prototype-Guided Memory Replay for Continual Learning

Stella Ho, Ming Liu, Lan Du, Longxiang Gao, Yong Xiang

(2023), pp. 1-11, IEEE Transactions on Neural Networks and Learning Systems, Piscataway, N.J., C1

journal article

Unambiguous and High-Fidelity Backdoor Watermarking for Deep Neural Networks

Guang Hua, Andrew Teoh, Yong Xiang, Hao Jiang

(2023), pp. 1-14, IEEE Transactions on Neural Networks and Learning Systems, Piscataway, N.J., C1

journal article

Design data decomposition-based reference evapotranspiration forecasting model: A soft feature filter based deep learning driven approach

Z Zheng, M Ali, M Jamei, Y Xiang, M Karbasi, Z Yaseen, A Farooque

(2023), Vol. 121, pp. 1-21, Engineering Applications of Artificial Intelligence, Amsterdam, The Nertherlands, C1

journal article

CoSS: leveraging statement semantics for code summarization

Chaochen Shi, Borui Cai, Yao Zhao, Longxiang Gao, Keshav Sood, Yong Xiang

(2023), Vol. 49, pp. 3472-3486, IEEE Transactions on Software Engineering, Piscataway, N.J., C1

journal article

Towards IoT Node Authentication Mechanism in Next Generation Networks

D Nguyen, K Sood, Y Xiang, L Gao, L Chi, S Yu

(2023), Vol. 10, pp. 13333-13341, IEEE Internet of Things Journal, Piscataway, N.J., C1

journal article

Privacy Preservation in Smart Meters: Current Status, Challenges and Future Directions

Jonathan Kua, Mohammad Hossain, Iynkaran Natgunanathan, Yong Xiang

(2023), Vol. 23, pp. 1-35, Sensors, Basel, Switzerland, C1

journal article

Hybrid KD-NFT: A multi-layered NFT assisted robust Knowledge Distillation framework for Internet of Things

N Wang, J Chen, D Wu, W Yang, Y Xiang, A Sajjanhar

(2023), Vol. 75, Journal of Information Security and Applications, C1

journal article

Statistically Dependent Blind Signal Separation under Relaxed Sparsity

Y Li, D Peng, Y Xiang, Q Tao, Z Yuan

(2023), Vol. 30, pp. 1-5, IEEE Signal Processing Letters, Piscataway, N.J., C1

journal article

3D-Printed Phase-Change Artificial Muscles with Autonomous Vibration Control

M Mohammadi, A Kouzani, M Bodaghi, Y Xiang, A Zolfagharian

(2023), Vol. 8, Advanced Materials Technologies, C1

journal article

Digital Twin Enabled Remote Data Sharing for Internet of Vehicles: System and Incentive Design

Chenchen Tan, Xinghao Li, Longxiang Gao, Tom Luan, Youyang Qu, Yong Xiang, Rongxing Lu

(2023), pp. 1-16, IEEE Transactions on Vehicular Technology, Piscataway, N.J., C1

journal article

PS-Net: A Learning Strategy for Accurately Exposing the Professional Photoshop Inpainting

Yushu Zhang, Zhibin Fu, Shuren Qi, Mingfu Xue, Xiaochun Cao, Yong Xiang

(2023), pp. 1-13, IEEE Transactions on Neural Networks and Learning Systems, Piscataway, N.J., C1

journal article

SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems

Chenhao Xu, Jiaqi Ge, Yong Li, Yao Deng, Longxiang Gao, Mengshi Zhang, Yong Xiang, Xi Zheng

(2023), pp. 1-14, IEEE Transactions on Mobile Computing, Piscataway, N.J., C1

journal article

Long-Term Over One-Off: Heterogeneity-Oriented Dynamic Verification Assignment for Edge Data Integrity

Y Zhao, Y Qu, Y Xiang, C Shi, F Chen, L Gao

(2023), pp. 1-16, IEEE Transactions on Mobile Computing, C1

journal article

Joint Optimization of Coverage and Reliability for Application Placement in Mobile Edge Computing

Feifei Chen, Jingwen Zhou, Xiaoyu Xia, Yong Xiang, Xuehong Tao, Qiang He

(2023), pp. 1-12, IEEE Transactions on Services Computing, Piscataway, N.J., C1

journal article

Speech emotion recognition via multiple fusion under spatial-temporal parallel network

C Gan, K Wang, Q Zhu, Y Xiang, D Jain, S García

(2023), Vol. 555, pp. 1-10, Neurocomputing, Amsterdam, The Netherlands, C1

journal article

ARFL: Adaptive and Robust Federated Learning

M Uddin, Y Xiang, B Cai, X Lu, J Yearwood, L Gao

(2023), pp. 1-17, IEEE Transactions on Mobile Computing, Piscataway, N.J., C1

journal article

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

C Tong, X Zheng, J Li, X Ma, L Gao, Y Xiang

(2023), pp. 1-13, IEEE Transactions on Audio, Speech and Language Processing, Piscataway, N.J., C1

journal article

Data Integrity Verification in Mobile Edge Computing With Multi-Vendor and Multi-Server

Y Zhao, Y Qu, F Chen, Y Xiang, L Gao

(2023), pp. 1-15, IEEE Transactions on Mobile Computing, Piscataway, N.J., C1

journal article

Multivariate data decomposition based deep learning approach to forecast one-day ahead significant wave height for ocean energy generation

Zihao Zheng, Mumtaz Ali, Mehdi Jamei, Yong Xiang, Shahab Abdulla, Zaher Yaseen, Aitazaz Farooque

(2023), Vol. 185, pp. 1-21, Renewable and Sustainable Energy Reviews, Amsterdam, The Netherlands, C1

journal article

An Optimized Privacy-Protected Blockchain System for Supply Chain on Internet of Things

Chenhao Xu, Youyang Qu, Yong Xiang, Tom Luan, Longxiang Gao

(2023), pp. 1-12, IEEE Internet of Things, Piscataway, N.J., C1

journal article

Blockchain‐based reliable image copyright protection

Xiangli Xiao, Xiaotong He, Yushu Zhang, Xuewen Dong, Lu‐Xing Yang, Yong Xiang

(2023), pp. 1-16, IET Blockchain, London, Eng., C1

journal article

Asynchronous federated learning on heterogeneous devices: A survey

C Xu, Y Qu, Y Xiang, L Gao

(2023), Vol. 50, pp. 1-15, Computer Science Review, Amsterdam, The Netherlands, C1

journal article

Hybrid variational autoencoder for time series forecasting

B Cai, S Yang, L Gao, Y Xiang

(2023), Vol. 281, pp. 1-9, Knowledge-Based Systems, Amsterdam, The Netherlands, C1

journal article

New achievements on daily reference evapotranspiration forecasting: Potential assessment of multivariate signal decomposition schemes

M Ali, M Jamei, R Prasad, M Karbasi, Y Xiang, B Cai, S Abdulla, A Ahsan Farooque, A Labban

(2023), Vol. 155, pp. 1-20, Ecological Indicators, Amsterdam, The Netherlands, C1

journal article

Adaptive Regularization and Resilient Estimation in Federated Learning

M Uddin, Y Xiang, Y Zhao, M Ali, Y Zhang, L Gao

(2023), pp. 1-14, IEEE Transactions on Services Computing, Piscataway, N.J., C1

journal article

AGRAMPLIFIER: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification

Z Gong, L Shen, Y Zhang, L Zhang, J Wang, G Bai, Y Xiang

(2023), Vol. 19, pp. 1241-1250, IEEE Transactions on Information Forensics and Security, Piscataway, N.J., C1

journal article

Social tie-driven coupling propagation of user awareness and information in Device-to-Device communications

C Gan, A Liu, Q Zhu, Y Zhu, Y Xiang, J Liu

(2023), Vol. 237, pp. 1-12, Computer Networks, Amsterdam, The Netherlands, C1

journal article

A Robust NFT Assisted Knowledge Distillation Framework for Edge Computing

N Wang, A Sajjanhar, Y Xiang, L Gao

(2023), Vol. 489, pp. 20-31, TridentCom 2022 : Tools for Design, Implementation and Verification of Emerging Information Technologies : Proceedings of the 17th EAI International Conference on Testbeds and Research Infrastructures, Melbourne, Vic., E1

conference

Temporal Knowledge Graph Completion: A Survey

B Cai, Y Xiang, L Gao, H Zhang, Y Li, J Li

(2023), Vol. 2023-August, pp. 6545-6553, IJCAI 2023 : Proceedings of the 32nd International Joint Conference on Artificial Intelligence, Macao, China, E1

conference

A Socio-Technical Metaverse Development Framework in Higher Education

Jiongbin Liu, William Yeoh, shang Gao, yong Xiang, longxiang Gao

(2023), ICIS 2023 : Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies : proceedings of the International Conference on Information Systems 2023, Hyderabad, India, E1

conference

Personalized Federated Learning based Intrusion Detection Approach for Metaverse

G Singh, P Rajalakshmi, Y Xiang

(2023), International Symposium on Advanced Networks and Telecommunication Systems, ANTS, E1

conference
2022

Privacy preservation in IoT : machine learning approaches : a comprehensive survey and use cases

Y Qu, L Gao, S Yu, Y Xiang

(2022), Singapore, A1

book

Current Methods of Privacy Protection in IoTs

Y Qu, L Gao, S Yu, Y Xiang

(2022), pp. 7-18, Privacy Preservation in IoT: Machine Learning Approaches : A Comprehensive Survey and Use Cases, Singapore, B1

book chapter

Personalized Privacy Protection of IoTs Using GAN-Enhanced Differential Privacy

Y Qu, L Gao, S Yu, Y Xiang

(2022), pp. 49-76, Privacy Preservation in IoT: Machine Learning Approaches, B1

book chapter

Hybrid Privacy Protection of IoT Using Reinforcement Learning

Y Qu, L Gao, S Yu, Y Xiang

(2022), pp. 77-109, Privacy Preservation in IoT: Machine Learning Approaches, B1

book chapter

Decentralized Privacy Protection of IoTs Using Blockchain-Enabled Federated Learning

Y Qu, L Gao, S Yu, Y Xiang

(2022), pp. 19-48, Privacy Preservation in IoT: Machine Learning Approaches. A Comprehensive Survey and Use Cases, B1

book chapter

Desynchronization-attack-resilient audio watermarking mechanism for stereo signals using the linear correlation between channels

T Zong, J Zhao, Y Xiang, I Natgunanathan, L Gao, W Zhou

(2022), Vol. 25, pp. 357-379, World Wide Web, Berlin, Germany, C1

journal article

A Light-weight and Attack-Proof Bidirectional Blockchain Paradigm for Internet of Things

Chenhao Xu, Youyang Qu, Tom Luan, Peter Eklund, Yong Xiang, Longxiang Gao

(2022), pp. 1-13, IEEE Internet of Things Journal, Piscataway, N.J., C1

journal article

Privacy-preserving blockchain-enabled federated learning for B5G-Driven edge computing

Y Wan, Y Qu, L Gao, Y Xiang

(2022), Vol. 204, pp. 1-13, Computer Networks, Amsterdam, The Netherlands, C1

journal article

Robust Federated Averaging via Outlier Pruning

M Uddin, Y Xiang, J Yearwood, L Gao

(2022), Vol. 29, pp. 409-413, IEEE Signal Processing Letters, C1

journal article

LSP: Lightweight Smart Contract-based Transaction Prioritization Scheme for Smart Healthcare

A Saini, D Wijaya, N Kaur, Y Xiang, L Gao

(2022), pp. 1-13, IEEE Internet of Things Journal, Piscataway, NJ, C1

journal article

Smart-Area-Selection Based Location Privacy Enhancement

I Natgunanathan, N Nisha, Y Xiang, S Yi

(2022), pp. 1-12, IEEE Systems Journal, Piscataway, NJ, C1

journal article

A feature selection-based method for DDoS attack flow classification

Lu Zhou, Ye Zhu, Tianrui Zong, Yong Xiang

(2022), Vol. 132, pp. 67-79, Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications, C1

journal article

An Enhanced Location Scattering Based Privacy Protection Scheme

N Nisha, I Natgunanathan, Y Xiang

(2022), Vol. 10, pp. 21250-21263, IEEE Access02 Mar 2022, Piscataway, New Jersey, C1

journal article

Blockchain-Based Audio Watermarking Technique for Multimedia Copyright Protection in Distribution Networks

I Natgunanathan, P Praitheeshan, L Gao, Y Xiang, L Pan

(2022), Vol. 18, ACM Transactions on Multimedia Computing, Communications and Applications, C1

journal article

Multi-Label Speech Emotion Recognition via Inter-Class Difference Loss under Response Residual Network

X Li, Z Zhang, C Gan, Y Xiang

(2022), pp. 1-15, IEEE Transactions on Multimedia, Piscataway, N.J., C1

journal article

Coupled online sequential extreme learning machine model with ant colony optimization algorithm for wheat yield prediction

M Ali, R Deo, Y Xiang, R Prasad, J Li, A Farooque, Z Yaseen

(2022), Vol. 12, pp. 1-23, Scientific Reports, Berlin, Germany, C1

journal article

Efficient and Privacy Preserving Clustering Algorithm for Spatiotemporal Data

A Mehmood, I Natgunanathan, Y Xiang

(2022), pp. 1-26, International Journal of Information Technology and Decision Making, Singapore, C1

journal article

RF Fingerprinting based IoT Node Authentication using Mahalanobis Distance Correlation Theory

Dinh Nguyen, Keshav Sood, Mohammad Nosouhi, Yong Xiang, Longxiang Gao, Lianhua Chi

(2022), Vol. 4, pp. 78-81, IEEE Networking Letters, Piscataway, N.J., C1

journal article

Blockchain-enabled Federated Learning: A Survey

Y Qu, M Uddin, C Gan, Y Xiang, L Gao, J Yearwood

(2022), Vol. 55, ACM Computing Surveys, C1

journal article

4D printing of soft orthoses for tremor suppression

M Mohammadi, A Zolfagharian, M Bodaghi, Y Xiang, A Kouzani

(2022), pp. 1-22, Bio-Design and Manufacturing, Basel, Switzerland, C1

journal article

Multi-user image retrieval with suppression of search pattern leakage

H Liu, Y Zhang, Y Xiang, B Liu, E Guo

(2022), Vol. 607, pp. 1041-1060, Information Sciences, C1

journal article

An Efficient Oblivious Random Data Access Scheme in Cloud Computing

H Liu, X Lu, S Duan, Y Zhang, Y Xiang

(2022), pp. 1-1, IEEE Transactions on Cloud Computing, C1

journal article

Federated Learning via Disentangled Information Bottleneck

Md Uddin, Yong Xiang, Xuequan Lu, John Yearwood, Longxiang Gao

(2022), pp. 1-14, IEEE Transactions on Services Computing, Piscataway, N.J., C1

journal article

A novel privacy protection scheme for location-based services using collaborative caching

N Nisha, I Natgunanathan, S Gao, Y Xiang

(2022), Vol. 213, pp. 109107-109107, Computer Networks, C1

journal article

PRA-TPE: Perfectly Recoverable Approximate Thumbnail-Preserving Image Encryption

X Ye, Y Zhang, R Zhao, R Lan, Y Xiang

(2022), Vol. 87, Journal of Visual Communication and Image Representation, C1

journal article

DCIV: Decentralized cross-chain data integrity verification with blockchain

J Jiang, Y Zhang, Y Zhu, X Dong, L Wang, Y Xiang

(2022), Vol. 34, pp. 7988-7999, Journal of King Saud University - Computer and Information Sciences, C1

journal article

BeDCV: Blockchain-Enabled Decentralized Consistency Verification for Cross-Chain Calculation

Y Zhang, J Jiang, X Dong, L Wang, Y Xiang

(2022), pp. 1-12, IEEE Transactions on Cloud Computing, C1

journal article

Data Caching Optimization With Fairness in Mobile Edge Computing

J Zhou, F Chen, Q He, X Xia, R Wang, Y Xiang

(2022), pp. 1-12, IEEE Transactions on Services Computing, Piscataway, N.J., C1

journal article

FedTwin: Blockchain-Enabled Adaptive Asynchronous Federated Learning for Digital Twin Networks

Y Qu, L Gao, Y Xiang, S Shen, S Yu

(2022), Vol. 36, pp. 183-190, IEEE Network, C1

journal article

Designing a Multi-Stage Expert System for daily ocean wave energy forecasting: A multivariate data decomposition-based approach

M Jamei, M Ali, M Karbasi, Y Xiang, I Ahmadianfar, Z Yaseen

(2022), Vol. 326, Applied Energy, C1

journal article

Recording Behaviors of Artificial Intelligence in Blockchains

Y Zhang, J Zhao, J Jiang, Y Zhu, L Wang, Y Xiang

(2022), pp. 1-12, IEEE Transactions on Artificial Intelligence, C1

journal article

Heterogeneous and Customized Cost-Efficient Reversible Image Degradation for Green IoT

R Zhao, Y Zhang, R Lan, Z Hua, Y Xiang

(2022), Vol. 10, pp. 2630-2645, IEEE Internet of Things Journal, C1

journal article

Noise-free thumbnail-preserving image encryption based on MSB prediction

Z Ye, R Zhao, Y Zhang, X Xiao, R Lan, Y Xiang

(2022), Vol. 617, pp. 395-415, Information Sciences, C1

journal article

FL-SEC: Privacy-Preserving Decentralized Federated Learning Using SignSGD for the Internet of Artificially Intelligent Things

Youyang Qu, Eric Xu, Longxiang Gao, Yong Xiang, Shui Yu

(2022), Vol. 5, pp. 85-90, IEEE Internet of Things Magazine, Piscataway, NJ., C1

journal article

A Comprehensive Feature Importance Evaluation for DDoS Attacks Detection

Lu Zhou, Ye Zhu, Yong Xiang

(2022), pp. 353-367, ADMA 2022 : Proceedings of the 17th Advanced Data Mining and Applications International Conference 2022, Sydney, N.S.W., E1

conference

CORROSION CONTROL TECHNOLOGY NEEDS FOR FUTURE FUEL INFRASTRUCTURE

Mike Tan, Ying Huo, Bob Varela, Kongalage Ubhayaratne, Yong Xiang

(2022), Proceedings of the The Australasian Corrosion Association Inc Corrosion & Prevention 2022 conference, Newcastle, N.S.W., E1

conference

A Bytecode-based Approach for Smart Contract Classification

C Shi, Y Xiang, J Yu, L Gao, K Sood, R Doss

(2022), pp. 1046-1054, IEEE SANER 2022 : Proceedings of the Institute of Electrical and Electronics Engineers 2022 International Conference on Software Analysis, Evolution and Reengineering 2022, Honolulu, Hawaii, E1

conference

Attention Distraction: Watermark Removal Through Continual Learning with Selective Forgetting

Qi Zhong, Leo Zhang, Shengshan Hu, Longxiang Gao, Jun Zhang, Yong Xiang

(2022), pp. 1-6, ICME 2022 : Proceedings of IEEE Multimedia & Expo 2022 Conference, Taipei, Taiwan, E1

conference

Towards a Semantics-Based Search Engine for Smart Contract Information

C Shi, Y Xiang, J Yu, L Gao

(2022), Vol. 13236, pp. 272-277, ICSOC 2021 Workshops : Proceedings of the International Conference on Service-Oriented Computing 2021, Dubai, United Arab Emirates, E1

conference

Towards Accurate Knowledge Transfer between Transformer-based Models for Code Summarization

C Shi, Y Xiang, J Yu, L Gao

(2022), pp. 91-94, SEKE 2022 : Proceedings of the International Conference on Software Engineering and Knowledge Engineering 2022, Pittsburgh, Pa., E1

conference

A Compressed Sensing Based Image Compression-Encryption Coding Scheme without Auxiliary Information Transmission

J Liang, D Xiao, Y Xiang, R Doss

(2022), pp. 5573-5578, IEEE ICC 2022 : Proceedings of the Institute of Electrical and Electronics Engineers 2022 International Conference on Communications, Seoul, Republic of Korea, E1

conference

Adversarial Training for Robust Insider Threat Detection

R Gayathri, A Sajjanhar, Y Xiang

(2022), IEEE IJCNN 2022 : Proceedings of the International Joint Conference on Neural Networks 2022, Padua, Italy, E1

conference

FedEWA: Federated Learning with Elastic Weighted Averaging

J Bai, A Sajjanhar, Y Xiang, X Tong, S Zeng

(2022), IEEE IJCNN 2022 : Proceedings of the International Joint Conference on Neural Networks 2022, Padua, Italy, E1

conference

A Blockchain-based Multi-layer Decentralized Framework for Robust Federated Learning

D Wu, N Wang, J Zhang, Y Zhang, Y Xiang, L Gao

(2022), IJCNN 2022 : Proceedings of the International Joint Conference on Neural Networks 2022 conference, Padua, Italy, E1

conference

Impersonation Attack Detection in IoT Networks

D Nguyen, K Sood, Y Xiang, L Gao, L Chi

(2022), pp. 6061-6066, GLOBECOM 2022 : Proceedings of the IEEE Global Communications Conference 2022, Rio de Janeiro, Brazil, E1

conference

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Secure compressive sensing in multimedia data, cloud computing and IoT

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Predictive maintenance based on smart monitoring and data analytics

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(2019), pp. 1-10, Proceedings of the Australasian Corrosion Association 2019 Corrosion and Prevention Conference, Melbourne, Vic., E1

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(2019), Vol. 11854, pp. 404-415, Image and video technology : 9th Pacific-Rim Symposium, PSIVT 2019, Sydney, NSW, Australia, November 18-22, 2019, Proceedings, Sydney, N.S.W., E1

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(2019), Vol. 11888, pp. 761-776, ADMA 2019 : Proceedings of Advanced Data Mining and Applications 15th International Conference , Dalian, China, Dalian, China, E1

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Location privacy in mobile applications

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An overview of protection of privacy in multibiometrics

I Natgunanathan, A Mehmood, Y Xiang, G Hua, G Li, S Bangay

(2018), Vol. 77, pp. 6753-6773, Multimedia tools and applications, New York, N.Y., C1

journal article

Robust reputation-based cooperative spectrum sensing via imperfect common control channel

L Ma, Y Xiang, Q Pei, Y Xiang, H Zhu

(2018), Vol. 67, pp. 3950-3963, IEEE Transactions on vehicular technology, Piscataway, N.J., C1

journal article

Spread spectrum audio watermarking using multiple orthogonal PN sequences and variable embedding strengths and polarities

Y Xiang, I Natgunanathan, D Peng, G Hua, B Liu

(2018), Vol. 26, pp. 529-539, IEEE/ACM transactions on audio speech and language processing, Piscataway, N.J., C1

journal article

Low-Cost and Confidentiality-Preserving Data Acquisition for Internet of Multimedia Things

Y Zhang, Q He, Y Xiang, L Zhang, B Liu, J Chen, Y Xie

(2018), Vol. 5, pp. 3442-3451, IEEE Internet of Things Journal, C1

journal article

Massive MIMO linear precoding: a survey

N Fatema, G Hua, Y Xiang, D Peng, I Natgunanathan

(2018), Vol. 12, pp. 3920-3931, IEEE systems journal, Piscataway, N.J., C1

journal article

Information and communications technologies for sustainable development goals: state-of-the-art, needs and perspectives

J Wu, S Guo, H Huang, W Liu, Y Xiang

(2018), Vol. 20, pp. 2389-2406, IEEE communications surveys and tutorials, Piscataway, N.J., C1

journal article

Location Privacy and Its Applications: A Systematic Study

B Liu, W Zhou, T Zhu, L Gao, Y Xiang

(2018), Vol. 6, pp. 17606-17624, IEEE Access, C1

journal article

A compression-diffusion-permutation strategy for securing image

H Huang, X He, Y Xiang, W Wen, Y Zhang

(2018), Vol. 150, pp. 183-190, Signal processing, Amsterdam, The Netherlands, C1

journal article

Anonymous Authentication Scheme for Smart Cloud Based Healthcare Applications

A Mehmood, I Natgunanathan, Y Xiang, H Poston, Y Zhang

(2018), Vol. 6, pp. 33552-33567, IEEE Access, C1

journal article

Fog computing: Survey of trends, architectures, requirements, and research directions

R Naha, S Garg, D Georgakopoulos, P Jayaraman, L Gao, Y Xiang, R Ranjan

(2018), Vol. 6, pp. 47980-48009, IEEE Access, C1

journal article

A survey on energy internet: architecture, approach, and emerging technologies

K Wang, J Yu, Y Yu, Y Qian, D Zeng, S Guo, Y Xiang, J Wu

(2018), Vol. 12, pp. 2403-2416, IEEE systems journal, Piscataway, N.J., C1

journal article

A differential game approach to patch injection

L Yang, P Li, X Yang, Y Xiang, W Zhou

(2018), Vol. 6, pp. 58924-58938, IEEE Access, C1

journal article

Fuzzy Connectives for Efficient Image Reduction and Speeding Up Image Analysis

G Beliakov, G Das, H Vu, T Wilkin, Y Xiang

(2018), Vol. 6, pp. 68403-68414, IEEE Access, C1

journal article

Cryptanalysis and improvement of a chaotic image encryption by first-order time-delay system

M Li, H Fan, Y Xiang, Y Li, Y Zhang

(2018), Vol. 25, pp. 92-101, IEEE Multimedia, Piscataway, N.J., C1

journal article

A survey on big data stream processing in SDN supported cloud environment

A Al-Mansoori, S Yu, Y Xiang, K Sood

(2018), pp. 1-11, ACSW 2018 : Proceedings of the Australasian Computer Science Week Multiconference, Brisbane, Queensland, E1

conference

SBC: A new strategy for multiclass lung cancer classification based on tumour structural information and microarray data

Hasseeb Azzawi, J Hou, Russul Al-Anni, Yong Xiang

(2018), pp. 1-6, ICIS 2018 : Proceedings of the 17th IEEE/ACIS International Conference on Computer and Information Science, Singapore, E1

conference

Clustering of multiple density peaks

B Cai, G Huang, Y Xiang, J He, G Huang, K Deng, X Zhou

(2018), Vol. 10939, pp. 413-425, PAKDD 2018 : Advances in Knowledge Discovery and Data Mining : Proceedings of 22nd Pacific-Asia Conference, Melbourne, Victoria, E1

conference

Using adversarial noises to protect privacy in deep learning era

B Liu, M Ding, T Zhu, Y Xiang, W Zhou

(2018), pp. 1-6, GLOBECOM 2018 : Proceedings of the 2018 IEEE Global Communications Conference, Abu Dhabi, United Arab Emirates, E1

conference

SPARSE: privacy-aware and collusion resistant location proof generation and verification

M Nosouhi, S Yu, M Grobler, Y Xiang, Z Zhu

(2018), pp. 1-6, GLOBECOM 2018 : Proceedings of the 2018 IEEE Global Communications Conference, Abu Dhabi, United Arab Emirates, E1

conference
2017

Digital audio watermarking : fundamentals, techniques and challenges

Yong Xiang, Guang Hua, Bin Yan

(2017), Berlin, Germany, A1

book

Audio signal analysis for tool wear monitoring in sheet metal stamping

I Ubhayaratne, M Pereira, Y Xiang, B Rolfe

(2017), Vol. 85, pp. 809-826, Mechanical systems and signal processing, Amsterdam, The Netherlands, C1

journal article

Adaptive method for nonsmooth nonnegative matrix factorization

Z Yang, Y Xiang, K Xie, Y Lai

(2017), Vol. 28, pp. 948-960, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1

journal article

Second-Order Cyclostationary Statistics-Based Blind Source Extraction from Convolutional Mixtures

Y Xiang, D Peng, I Ubhayaratne, B Rolfe, M Pereira

(2017), Vol. 5, pp. 2011-2019, IEEE Access, C1

journal article

Prediction of NSCLC recurrence from microarray data with GEP

R Al-Anni, J Hou, R Abdu-aljabar, Y Xiang

(2017), Vol. 11, pp. 77-85, IET Systems Biology, England, C1

journal article

Underdetermined Blind Source Separation Using Sparse Coding

L Zhen, D Peng, Z Yi, Y Xiang, P Chen

(2017), Vol. 28, pp. 3102-3108, IEEE Transactions on Neural Networks and Learning Systems, United States, C1-1

journal article

Precoding-Based Blind Separation of MIMO FIR Mixtures

L Yang, Y Xiang, D Peng

(2017), Vol. 5, pp. 12417-12427, IEEE Access, C1

journal article

Patchwork-based multilayer audio watermarking

I Natgunanathan, Y Xiang, G Hua, G Beliakov, J Yearwood

(2017), Vol. 25, pp. 2176-2187, IEEE/ACM transactions on audio speech and language processing, Piscataway, N.J., C1

journal article

Harnessing the Hybrid Cloud for Secure Big Image Data Service

Y Zhang, H Huang, Y Xiang, L Zhang, X He

(2017), Vol. 4, pp. 1380-1388, IEEE Internet of Things Journal, C1

journal article

Underdetermined blind separation by combining sparsity and independence of sources

P Chen, D Peng, L Zhen, Y Luo, Y Xiang

(2017), Vol. 5, pp. 21731-21742, IEEE Access, C1

journal article

The controller placement problem or the controller selection problem?

Keshav Sood, Yong Xiang

(2017), Vol. 2, pp. 1-9, Journal of Communications and Information Networks, Cham, Switzerland, C1-1

journal article

Are current resources in SDN allocated to maximum performance and minimize costs and maintaining QoS problems?

K Sood, S Yu, Y Xiang

(2017), pp. 1-6, ACSW 2017 : Proceedings of the Australasian Computer Science Week Multiconference, Geelong, Victoria, E1

conference

Dual channel watermarking - a filter perspective

G Hua, G Bi, Y Xiang

(2017), pp. 601-604, PIC 2016 - Proceedings of the 2016 IEEE International Conference on Progress in Informatics and Computing, Shanghai, China, E1

conference

Multiclass lung cancer diagnosis by gene expression programming and microarray datasets

H Azzawi, J Hou, R Al-anni, Y Xiang, R Abdu-Aljabar, A Azzawi

(2017), Vol. 10604, pp. 541-553, ADMA 2017 : Proceedings of the Advanced Data Mining and Applications International Conference, Singapore, E1

conference

Home location protection in mobile social networks: a community based method (short paper)

B Liu, W Zhou, S Yu, K Wang, Y Wang, Y Xiang, J Li

(2017), pp. 694-704, ISPEC 2017 : Information Security Practice and Experience 13th International Conference, ISPEC 2017 Melbourne, VIC, Australia, December 13–15, 2017 Proceedings, Melbourne, Victoria, E1

conference

FuzzyDP: Fuzzy-based Big Data Publishing Against Inquiry Attacks

Youyang Qu, Shui Yu, Longxiang Gao, Sancheng Peng, Yong Xiang, Liang Xiao

(2017), pp. 7-12, 2017 IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), Atlanta, GA, E1

conference

Towards an analysis of traffic shaping and policing in fog networks using stochastic fluid models

J jiang, L Gao, J jin, H luan, S yu, D yuan, Y xiang, D yuan

(2017), pp. 1-9, MobiQuitous 2017 : Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, Melbourne, Vic., E1

conference

Analysis of a semi blind pilot decontamination method in massive MIMO

N Fatema, Y Xiang, I Natgunanathan

(2017), pp. 325-330, ITNAC 2017: Proceedings of the 27th International Telecommunication Networks and Applications Conference, Melbourne, Australia, E1-1

conference

Distance-based location privacy protection in social networks

M Nosouhi, Y Qu, S Yu, Y Xiang, D Manuel

(2017), pp. 396-401, ITNAC 2017: Proceedings of the 27th International Telecommunication Networks and Applications Conference, Melbourne, Australia, E1

conference

A hybrid location privacy protection scheme in big data environment

M Nosouhi, V Pham, S Yu, Y Xiang, M Warren

(2017), pp. 1-6, GLOBECOM 2017 : Global hub: connecting east and west : Proceedings of the 2017 IEEE Global Communications Conference, Singapore, E1

conference
2016

A general communication cost optimization framework for big data stream processing in geo-distributed data centers

L Gu, D Zeng, S Guo, Y Xiang, J Hu

(2016), Vol. 65, pp. 19-29, IEEE transactions on computers, Piscataway, N.J., C1

journal article

Robust time-spread echo watermarking using characteristics of host signals

P Hu, D Peng, Z Yi, Y Xiang

(2016), Vol. 52, pp. 5-6, Electronics letters, Piscataway, N.J., C1

journal article

Blind channel estimation and signal retrieving for MIMO relay systems

C Chiong, Y Rong, Y Xiang

(2016), Vol. 52, pp. 35-44, Digital Signal Processing: A Review Journal, C1

journal article

When compressive sensing meets data hiding

G Hua, Y Xiang, G Bi

(2016), Vol. 23, pp. 473-477, IEEE signal processing letters, Piscataway, N.J., C1

journal article

Protection of Privacy in Biometric Data

I Natgunanathan, A Mehmood, Y Xiang, G Beliakov, J Yearwood

(2016), Vol. 4, pp. 880-892, IEEE Access, C1

journal article

Rank-based image watermarking method with high embedding capacity and robustness

T Zong, Y Xiang, S Guo, Y Rong

(2016), Vol. 4, pp. 1689-1699, IEEE Access, C1

journal article

Modified moment-based image watermarking method robust to cropping attack

T Zong, Y Xiang, S Elbadry, S Nahavandi

(2016), Vol. 13, pp. 259-267, International journal of automation and computing, Beijing, China, C1

journal article

Protection of big data privacy

A Mehmood, I Natgunanathan, Y Xiang, G Hua, S Guo

(2016), Vol. 4, pp. 1821-1834, IEEE Access, C1

journal article

Lung cancer prediction from microarray data by gene expression programming

H Azzawi, J Hou, Y Xiang, R Alanni

(2016), Vol. 10, pp. 168-178, IET systems biology, Hertfordshire, Eng., C1

journal article

Software-Defined Wireless Networking Opportunities and Challenges for Internet-of-Things: A Review

K Sood, S Yu, Y Xiang

(2016), Vol. 3, pp. 453-463, IEEE Internet of Things Journal, C1

journal article

A Fast Non-Smooth Nonnegative Matrix Factorization for Learning Sparse Representation

Z Yang, Y Zhang, W Yan, Y Xiang, S Xie

(2016), Vol. 4, pp. 5161-5168, IEEE Access, C1

journal article

Performance analysis of software-defined network switch using M/Geo/1 model

K Sood, S Yu, Y Xiang

(2016), Vol. 20, pp. 2522-2525, IEEE communications letters, Piscataway, N.J., C1

journal article

A General QoS Aware Flow-Balancing and Resource Management Scheme in Distributed Software-Defined Networks

K Sood, S Yu, Y Xiang, H Cheng

(2016), Vol. 4, pp. 7176-7185, IEEE Access, C1

journal article

A secure and efficient data sharing framework with delegated capabilities in hybrid cloud

X Liu, Y Xia, Y Xiang, M Hassan, A Alelaiwi

(2016), pp. 7-14, SocialSec 2015 : Proceedings of the Security and Privacy in Social Networks and Big Data 2015 Symposium, Hangzhou, China, E1

conference

Blind separation of spatially correlated signals mixed by MIMO FIR systems

Y Xiang, D Peng, L Yang

(2016), Vol. 2016-September, pp. 3208-3212, WCICA 2016 : Proceedings of the 12th World Congress on Intelligent Control and Automation, Guilin, China, E1

conference

A high embedding capacity image watermarking method with rank-based embedder and decoder

T Zong, Y Xiang, P Chen, S Nahavandi, G Beliakov

(2016), pp. 1260-1264, ICIEA 2016: Proceedings of the IEEE 11th Conference on Industrial Electronics and Applications, Hefei, China, E1

conference

Control layer resource management in SDN-IoT networks using multi-objective constraint

K Sood, S Yu, Y Xiang, S Peng

(2016), pp. 71-76, ICIEA 2016: Proceedings of the IEEE 11th Conference on Industrial Electronics and Applications, Hefei, China, E1

conference

Robustness and embedding capacity enhancement in time-spread echo-based audio watermarking

I Natgunanathan, Y Xiang, L Pan, P Chen, D Peng

(2016), pp. 1536-1541, ICIEA 2016: Proceedings of the IEEE 11th Conference on Industrial Electronics and Applications, Hefei, China, E1

conference
2015

Blind source separation dependent component analysis

Y Xiang, D Peng, Z Yang

(2015), Berlin, Germany, A1

book

Channel estimation for two-way MIMO relay systems in frequency-selective fading environments

C Chiong, Y Rong, Y Xiang

(2015), Vol. 14, pp. 399-409, IEEE Transactions on wireless communications, Champaign, III., C1

journal article

Robust histogram shape-based method for image watermarking

T Zong, Y Xiang, I Natgunanathan, S Guo, W Zhou, G Beliakov

(2015), Vol. 25, pp. 717-729, IEEE Transactions on Circuits and Systems for Video Technology, New York, NY, C1

journal article

A convex geometry-based blind source separation method for separating nonnegative sources

Z Yang, Y Xiang, Y Rong, K Xie

(2015), Vol. 26, pp. 1635-1644, IEEE trans neural networks and learning systems, Piscataway, N.J., C1

journal article

On the security of compressed sensing-based signal cryptosystem

Z Yang, W Yan, Y Xiang

(2015), Vol. 3, pp. 363-371, IEEE transactions on emerging topics in computing, Piscataway, N.J., C1

journal article

Spread spectrum-based high embedding capacity watermarking method for audio signals

Y Xiang, I Natgunanathan, Y Rong, S Guo

(2015), Vol. 23, pp. 2228-2237, IEEE-ACM transactions on audio speech and language processing, Piscataway, NJ, C1

journal article

Energy minimization in multi-task software-defined sensor networks

D Zeng, P Li, S Guo, T Miyazaki, J Hu, Y Xiang

(2015), Vol. 64, pp. 3128-3139, IEEE Transactions on computers, New York, N.Y, C1

journal article

Channel estimation for time-varying MIMO relay systems

C Chiong, Y Rong, Y Xiang

(2015), Vol. 14, pp. 6752-6762, IEEE transactions on wireless communications, Piscataway, N.J., C1

journal article

An efficient MAC protocol with adaptive energy harvesting for machine-to-machine networks

Y Liu, Z Yang, R Yu, Y Xiang, S Xie

(2015), Vol. 3, pp. 358-367, IEEE access, Piscataway, N.J., C1

journal article

Extending light-weighting and mass-production of ultra high strength steels via condition-based maintenance

M Pereira, K Ubhayaratne, B Voss, S Simon, M Doolan, Y Xiang

(2015), pp. 1-6, APAC 2015 : 18th Asia Pacific Automotive Engineering Conference : Meeting Regional Challenges with Global Technology, Melbourne, Vic., E1

conference

An audio signal based model for condition monitoring of sheet metal stamping process

I Ubhayaratne, Y Xiang, M Pereira, B Rolfe

(2015), pp. 1267-1272, ICIEA 2015: Proceedings of the 10th IEEE Conference on Industrial Electronics and Applications, Auckland, New Zealand, E1

conference

Spectral unmixing based on nonnegative matrix factorization with local smoothness constraint

Z Yang, L Yang, Z Cai, Y Xiang

(2015), pp. 635-638, ChinaSIP 2015: Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, Chengdu, China, E1

conference

Dynamic access point association using software defined networking

K Sood, S Liu, S Yu, Y Xiang

(2015), pp. 226-231, ITNAC 2015: Proceedings of the 25th International Telecommunication Networks and Applications Conference, Sydney, New South Wales, E1

conference

Integrating internet-of-things with the power of cloud computing and the intelligence of big Data analytics- a three layered approach

M Khorshed, N Sharma, K Kumar, M Prasad, A Ali, Y Xiang

(2015), pp. 1-8, APWC on CSE 2015: Proceedings of the Asia-Pacific Computer Science and Engineering 2015 World Congress, Nadi, Fiji, E1

conference

Superimposed channel training algorithm for time-varying MIMO relay systems

C Chiong, Y Rong, Y Xiang

(2015), pp. 24-28, WOCC 2015: Proceedings of the Wireless and Optical Communication 2015 Conference, Taipei, Taiwan, E1

conference
2014

Robust patchwork-based watermarking method for stereo audio signals

I Natgunanathan, Y Xiang, Y Rong, D Peng

(2014), Vol. 72, pp. 1-24, Multimedia tools and applications, Berlin, Germany, C1

journal article

Patchwork-based audio watermarking method robust to de-synchronization attacks

Y Xiang, I Natgunanathan, S Guo, W Zhou, S Nahavandi

(2014), Vol. 22, pp. 1413-1423, IEEE Transactions on audio, speech and language processing, Piscataway, NJ, C1

journal article

On the multicast lifetime of WANETs with multibeam antennas: Formulation, algorithms, and analysis

S Guo, M Guo, V Leung, S Yu, Y Xiang

(2014), Vol. 63, pp. 1988-2001, IEEE Transactions on Computers, NJ, United States, C1

journal article

On the throughput of two-way relay networks using network coding

Deze Zeng, Song Guo, Yong Xiang, Hai Jin

(2014), Vol. 25, pp. 191-199, IEEE transactions on parallel and distributed systems, Piscataway, NJ, C1

journal article

A second-order blind equalization method robust to ill-conditioned SIMO FIR channels

Y Xiang, L Yang, D Peng, S Xie

(2014), Vol. 32, pp. 57-66, Digital Signal Processing : A Review Journal, Waltham, MA., C1

journal article

An effective and feasible traceback scheme in mobile internet environment

S Yu, K Sood, Y Xiang

(2014), Vol. 18, pp. 1911-1914, IEEE Communications Letters, NJ, United States, C1

journal article

Histogram shape-based robust image watermarking method

T Zong, Y Xiang, I Natgunanathan

(2014), pp. 878-883, IEEE ICC 2014 - Proceedings of the Communication and Information Systems Security Symposium, Sydney, NSW, E1

conference

Blind estimation of MIMO relay channels

C Chiong, Y Rong, Y Xiang

(2014), pp. 400-403, SSP 2014 : IEEE Workshop on Statistical Signal Processing Proceedings, Gold Coast, Qld, E1

conference

A new interpolation error expansion based reversible watermarking algorithm considering the human visual system

S Elbadry, Y Xiang, T Zong, I Natgunanathan

(2014), pp. 896-900, IEEE ICC 2014 - Communication and Information Systems Security Symposium, Sydney, N.S.W., E1

conference

Robustness enhancement of quantization based audio watermarking method using adaptive safe-band

I Natgunanathan, Y Xiang, T Zong, Y Xiang

(2014), pp. 890-895, IEEE ICC 2014 - Communication and Information Systems Security Symposium, Sydney, N.S.W., E1

conference

Image encryption based on compressed sensing and blind source separation

Z Yang, Y Xiang, C Lu

(2014), pp. 1366-1369, IJCNN 2014 : Proceedings of the 2014 International Joint Conference on Neural Networks, Beijing, China, E1

conference

Blind extraction of cyclostationary signal from convolutional mixtures

Y Xiang, I Ubhayaratne, Z Yang, B Rolfe, D Peng

(2014), pp. 857-861, ICIEA 2014 : Proceedings of the 2014 9th IEEE Conference on Industrial Electronics and Applications, Hangzhou, China, E1

conference

Separating spatially correlated signals using first-order precoders

Y Xiang, D Peng, A Kouzani

(2014), pp. 1077-1081, ICIEA 2014 : Proceedings of the 2014 9th IEEE Conference on Industrial Electronics and Applications, ICIEA 2014, Hangzhou, China, E1

conference

Channel estimation for frequency-selective two-way MIMO relay systems

C Chiong, Y Rong, Y Xiang

(2014), pp. 630-634, ISITA 2014 : Proceedings of International Symposium on Information Theory and Its Applications, Melbourne, Victoria, E1

conference
2013

Underdetermined blind source separation by parallel factor analysis in time-frequency domain

L Yang, J Lv, Y Xiang

(2013), Vol. 5, pp. 207-214, Cognitive computation, New York, N. Y., C1

journal article

Adaptive blind equalization of time-varying SIMO systems driven by QPSK inputs

D Peng, Y Xiang, H Trinh, Z Man

(2013), Vol. 23, pp. 268-274, Digital signal processing : a review journal, Amsterdam, The Netherlands, C1

journal article

Fast automatic target detection system based on a visible image sensor and ripple algorithm

J Lan, J Li, Y Xiang, T Huang, Y Yin, J Yang

(2013), Vol. 13, pp. 2720-2728, IEEE sensors journal, Piscataway, N.J., C1

journal article

Novel Z-Domain precoding method for blind separation of spatially correlated signals

Y Xiang, D Peng, Y Xiang, S Guo

(2013), Vol. 24, pp. 94-105, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1

journal article

Projection-pursuit-based method for blind separation of nonnegative sources

Z Yang, Y Xiang, Y Rong, S Xie

(2013), Vol. 24, pp. 47-57, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1

journal article

Internet traffic classification by aggregating correlated naive bayes predictions

J Zhang, C Chen, Y Xiang, W Zhou, Y Xiang

(2013), Vol. 8, pp. 5-15, IEEE transactions on information forensics and security, Piscataway, N.J., C1

journal article

Network traffic classification using correlation information

J Zhang, Y Xiang, Y Wang, W Zhou, Y Xiang, Y Guan

(2013), Vol. 24, pp. 104-117, IEEE transactions on parallel and distributed systems, Piscataway, N.J., C1

journal article

Channel training algorithms for two-way mimo relay systems

C Chiong, Y Rong, Y Xiang

(2013), Vol. 61, pp. 3988-3998, IEEE transactions on signal processing, Piscataway, N.J., C1

journal article

Analysis of a patchwork-based audio watermarking scheme

I Natgunanathan, Y Xiang, S Elbadry, W Zhou, Y Xiang

(2013), pp. 900-905, ICIEA 2013 : Proceedings of the 8th IEEE Conference on Industrial Electronics and Applications, Melbourne, Victoria, E1

conference

A modified moment-based image watermarking method robust to cropping attack

T Zong, Y Xiang, S Elbadry, S Nahavandi

(2013), pp. 881-885, ICIEA 2013 : Proceedings of the 8th IEEE Conference on Industrial Electronics and Applications, Melbourne, Victoria, E1

conference

An empirical comparison of classification algorithms for diagnosis of depression from brain sMRI scans

K Kipli, A Kouzani, Y Xiang

(2013), pp. 333-336, ACSAT 2013 : Proceedings of the 2nd International Conference on Advanced Computer Science Applications and Technologies. 2013, Sarawak, Malaysia, E1

conference
2012

A dual-channel time-spread echo method for audio watermarking

Y Xiang, I Natgunanathan, D Peng, W Zhou, S Yu

(2012), Vol. 7, pp. 383-392, IEEE transactions on information forensics and security, Piscataway, N.J., C1

journal article

A globally convergent MC algorithm with an adaptive learning rate

D Peng, Z Yi, Y Xiang, H Zhang

(2012), Vol. 23, pp. 359-365, IEEE transactions on neural networks and learning systems, Piscataway, N. J., C1

journal article

Channel estimation of dual-hop MIMO relay system via parallel factor analysis

Y Rong, M Khandaker, Y Xiang

(2012), Vol. 11, pp. 2224-2233, IEEE transactions on wireless communications, Piscataway, N. J., C1

journal article

Time-frequency approach to underdetermined blind source separation

S Xie, L Yang, J Yang, G Zhou, Y Xiang

(2012), Vol. 23, pp. 306-316, IEEE transactions on neural networks and learning systems, Piscataway, N. J., C1

journal article

Unicast and broadcast throughput maximization in amplify-and-forward relay networks

P Li, S Guo, Y Xiang, H Jin

(2012), Vol. 61, pp. 2768-2776, IEEE transactions on vehicular technology, Piscataway, N. J., C1

journal article

Discriminating DDoS attacks from flash crowds using flow correlation coefficient

S Yu, W Zhou, W Jia, S Guo, Y Xiang, F Tang

(2012), Vol. 23, pp. 1073-1080, IEEE transactions on parallel and distributed systems, Piscataway, N. J., C1

journal article

Robust patchwork-based embedding and decoding scheme for digital audio watermarking

I Natgunanathan, Y Xiang, Y Rong, W Zhou, S Guo

(2012), Vol. 20, pp. 2232-2239, IEEE transactions on audio, speech and language processing, Piscataway, N. J., C1

journal article

Document clustering in correlation similarity measure space

T Zhang, Y Tang, B Fang, Y Xiang

(2012), Vol. 24, pp. 1002-1013, IEEE transactions on knowledge and data engineering, Piscataway, N. J., C1

journal article

Nonnegative blind source separation by sparse component analysis based on determinant measure

Z Yang, Y Xiang, S Xie, S Ding, Y Rong

(2012), Vol. 23, pp. 1601-1610, IEEE transactions on neural networks and learning systems, Piscataway, N. J., C1

journal article

Patchwork-based stereo audio watermarking against de-synchronization attack

I Natgunanathan, Y Xiang, T Zong

(2012), pp. 1601-1605, CISP 2012 : Proceedings of the 5th International Congress on Image and Signal Processing, Chongqing, China, E1

conference

Superimposed channel training for two-way MIMO relay systems

C Chiong, Y Rong, Y Xiang

(2012), pp. 21-25, ICCS 2012 : Proceedings of the 13th IEEE International Conference on Communication Systems, Singapore, E1

conference

Robust channel estimation algorithm for dual-hop MIMO relay channels

C Chiong, Y Rong, Y Xiang

(2012), pp. 2347-2352, PIMRC 2012 : IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Sydney, New South Wales, E1

conference
2011

Effective pseudonoise sequence and decoding function for imperceptibility and robustness enhancement in time-spread echo-based audio watermarking

Y Xiang, D Peng, I Natgunanathan, W Zhou

(2011), Vol. 13, pp. 2-13, IEEE transactions on multimedia, Piscataway, N.J., C1

journal article

Vehicle detection and classification by measuring and processing magnetic signal

J Lan, Y Xiang, L Wang, Y Shi

(2011), Vol. 44, pp. 174-180, Measurement, Amsterdam, The Netherlands, C1

journal article

CM-based blind equalization of time-varying SIMO-FIR channel with single pulsation estimation

D Peng, Y Xiang, Z Yi, S Yu

(2011), Vol. 60, pp. 2410-2415, IEEE transactions on vehicular technology, Piscataway, N. J, C1

journal article

Multiuser multi-hop MIMO relay systems with correlated fading channels

Y Rong, Y Xiang

(2011), Vol. 10, pp. 2835-2840, IEEE transactions on wireless communications, Piscataway, N. J., C1

journal article

Maximum contrast analysis for nonnegative blind source separation

Z Yang, Y Xiang, S Xie

(2011), Vol. 62, pp. 3997-4006, Computers and mathematics with applications, Amsterdam, The Netherlands, C1

journal article

Real solutions number of the switching angles in the selective harmonic eliminated PWM

K Yang, R Yuan, Y Xiang, W Yu

(2011), Vol. 40, pp. 766-773, Journal of China University of Mining and Technology, Xuzhou Shi, China, C1

journal article

Echo hiding based stereo audio watermarking against pitch-scaling attacks

I Natgunanathan, Y Xiang

(2011), pp. 37-42, SIN 2011 : Proceedings of the 4th international conference on Security of information and networks, Sydney, N. S. W., E1

conference

Evaluation of segmentation algorithms for extraction of RNFL in OCT images

K Kipli, A Kouzani, Y Xiang, M Joordens

(2011), pp. 447-451, ICIS 2011 : Proceedings of the IEEE International Conference on Intelligent Computing and Intelligent Systems, Guangzhou, China, E1-1

conference
2010

A new blind method for separating M + 1 sources from M mixtures

D Peng, Y Xiang, H Trinh

(2010), Vol. 60, pp. 1829-1839, Computers and mathematics with applications, Oxford, England, C1

journal article

Blind separation of mutually correlated sources using precoders

Y Xiang, S Ng, V Nguyen

(2010), Vol. 21, pp. 82-90, IEEE transactions on neural networks, New York, N.Y., C1

journal article

Estimation of basis frequencies for time-varying SIMO channels : a second-order method

D Peng, Y Xiang, D Huang

(2010), Vol. 58, pp. 4026-4039, IEEE transactions on signal processing, Piscataway, N.J., C1

journal article

Underdetermined blind separation of non-sparse sources using spatial time-frequency distributions

D Peng, Y Xiang

(2010), Vol. 20, pp. 581-596, Digital signal processing, Maryland Heights, Mo., C1

journal article

A novel bipolar time-spread echo hiding based watermarking method for stereo audio signals

I Natgunanathan, Y Xiang

(2010), pp. 1-7, ICSPCS 2010 : Proceedings of the 4th International Conference on Signal Processing and Communication Systems, Gold Coast, QLD., E1

conference
2009

An approach to nonirreducible MIMO FIR channel equalization

Y Xiang, S Ng

(2009), Vol. 56, pp. 494-498, IEEE transactions on circuits and systems - part 2 : express briefs, New York, N.Y., C1

journal article

A unified learning algorithm to extract principal and minor components

D Peng, Z Yi, Y Xiang

(2009), Vol. 19, pp. 640-649, Digital signal processing, Maryland Heights, Mo., C1

journal article

A new adaptive blind channel identification algorithm

D Peng, Y Xiang, Z Yi

(2009), Vol. 41, pp. 354-359, Chaos, solitons and fractals, Kidlington, England, C1

journal article

Underdetermined blind source separation based on relaxed sparsity condition of sources

D Peng, Y Xiang

(2009), Vol. 57, pp. 809-814, IEEE transactions on signal processing, Piscataway, N.J., C1

journal article

A novel pseudonoise sequence for time-spread echo based audio watermarking

I Natgunanathan, Y Xiang

(2009), pp. 1-6, GLOBECOM 2009 : Riding the wave to global connectivity : Proceedings of the IEEE Global Telecommunication Conference 2009, Honolulu, Hawaii, E1

conference

An iterative equalization method for nonirreducible MIMO FIR channels

Y Xiang, S Ng

(2009), pp. 1-5, GLOBECOM 2009 : Riding the wave to global connectivity : Proceedings of the IEEE Global Telecommunication Conference 2009, Honolulu, Hawaii, E1

conference
2008

Blind source separation based on constant modulus criterion and signal mutual information

Y Xiang

(2008), Vol. 34, pp. 416-422, Computers & Electrical Engineering, United Kingdom, C1

journal article

A neural networks learning algorithm for minor component analysis and its convergence analysis

D Peng, Z Yi, J Lv, Y Xiang

(2008), Vol. 71, pp. 1748-1752, Neurocomputing, Amsterdam, Netherlands, C1

journal article

On the discrete time dynamics of a self-stabilizing MCA learning algorithm

D Peng, Z Yi, Y Xiang

(2008), Vol. 47, pp. 903-916, Mathematical and computer modelling, Oxford, England, C1

journal article

A stable MCA learning algorithm

D Peng, Z Yi, J Lv, Y Xiang

(2008), Vol. 56, pp. 847-860, Computers and Mathematics with Applications, Oxford, England, C1

journal article
2007

A further study of the kurtosis-based method for bearing diagnostics

Y Xiang

(2007), Vol. 21, pp. 593-595, Mechanical Systems and Signal Processing, New York, N.Y., C1

journal article

Comments on 'A blind signal separation method for multiuser communications'

N Gu, Y Xiang, F Rouillier, Z Cao

(2007), Vol. 55, pp. 2355-2356, IEEE transactions on signal processing, New York, N.Y., C1

journal article

A new blind-equalization algorithm for an FIR SIMO system driven by MPSK signal

N Gu, Y Xiang, M Tan, Z Cao

(2007), Vol. 54, pp. 227-231, IEEE transactions on circuits and systems. II, Express briefs, Piscataway, N.J., C1

journal article

Necessary and sufficient conditions for robust oscillatory stability

N Gu, W Yu, Y Xiang, M Tan

(2007), Vol. 38, pp. 179-185, International journal of systems science, London, England, C1-1

journal article

Using computer algebra to certify the global convergence of a numerical optimization process

N Gu, D Lazard, F Rouillier, Y Xiang

(2007), Vol. 1, pp. 291-304, Mathematics in computer science, Basel, Switzerland, C1-1

journal article
2006

Blind equalization of nonirreducible systems using the CM criterion

Y Xiang, V Nguyen, N Gu

(2006), Vol. 53, pp. 758-762, IEEE transactions on circuits and systems-II: Express briefs, Piscataway, N.J., C1

journal article

Discussion of "novel Cyclostationarity-Based blind source separation algorithm using second order statistical properties: theory and application to the bearing defect diagnosis", N. Bouguerriou, M. Haritopoulos, C. Capdessus, L. Allam

Y Xiang

(2006), Vol. 20, pp. 2375-2377, Mechanical systems and signal processing, London, England, C1

journal article

Blind equalization of non-irreducible channels driven by MPSK signals

Y Xiang, Z Guan, N Gu

(2006), pp. 1-5, BoD 2006 : 2006 1st IEEE International Workshop on Bandwidth on Demand : in conjunction with IEEE GLOBECOM 2006, November 27, 2006, San Francisco, California, USA, San Francisco, USA, E1

conference

A new blind signal separation algorithm for instantaneous MIMO system

N Gu, Z Guan, S Nahavandi, Y Xiang

(2006), pp. 1-5, Communications: a global bridge, San Francisco, USA, E1

conference

A new algorithm for blind separation of cyclostationary source from linear mixtures

Y Xiang

(2006), pp. 406-409, ICSP'06 : 2006 8th International Conference on Signal Processing : proceedings, November 16-20, 2006, Guilin, China, Guilin, China, E1

conference
2005

MMSE precoder for unitary space-time codes in correlated time-varying channels

V Nguyen, Y Xiang

(2005), Vol. 12, pp. 569-572, IEEE signal processing letters, New York, N.Y., C1

journal article

A modified CM algorithm for blind equalization of MPSK signals

N Gu, Y Xiang, S Nahavandi

(2005), pp. 291-294, Eighth International Symposium on Signal Processing and Its Applications, Sydney, Australia, E1

conference

Adaptive blind source separation using constant modulus criterion and signal mutual information

Y Xiang, N Gu, K Wong

(2005), pp. 1371-1375, 2005 IEEE International Conference on Industrial Technology IEEE ICIT 2005, Hong Kong : conference proceedings : 14-17 December 2005, City University of Hong Kong, Hong Kong, E1

conference

Blind equalization of non-irreducible and non-column-reduced channels driven by constant modulus signals

Y Xiang, V Nguyen, N Gu

(2005), pp. 1136-1140, Proceedings of the IEEE International Conference on Industrial Technology, ICIT 2005, Hong Kong, E1

conference

Adaptive blind channel equalization based on constellation information of MPSK signal

N Gu, Y Xiang, M Tan, Z Cao

(2005), pp. 146-151, 2005 IEEE International Conference on Industrial Technology IEEE ICIT 2005, Hong Kong : conference proceedings : 14-17 December 2005, City University of Hong Kong, Hong Kong, E1

conference

Precoder design for multi-antenna systems with temporally and spatially correlated fading channels

V Nguyen, Y Xiang

(2005), pp. 1141-1146, Proceedings of the IEEE International Conference on Industrial Technology (IEEE ICIT2005), Hong Kong, China, E1

conference
2004

A new second-order method for blind signal separation from dynamic mixtures

Y Xiang, S Nahavandi, H Trinh, H Zheng

(2004), Vol. 30, pp. 347-359, Computers & electrical engineering, London, England, C1

journal article

Blind source separation based on phase and frequency redundancy of cyclostationary signals

Y Xiang, W Yu, J Zhang, S An

(2004), Vol. E87-A, pp. 3343-3349, IEICE transactions on fundamentals of electronics, communications and computer sciences, Tokyo, Japan, C1

journal article

Blind separation of cyclostationary sources based on phase-frequency redundancy

Y Xiang, W Yu, J Zhang

(2004), pp. 403-406, 2004 7th International Conference on Signal Processing : proceedings : ICSP'04 : Aug. 31-Sept 4, 2004, Beijing, China, Beijing, China, E1

conference

Blind separation of cyclostationary signals from instantaneous mixtures

Y Xiang, W Yu, H Zheng, S Nahavandi

(2004), pp. 309-312, WCICA 2004 : Fifth World Congress on Intelligent Control and Automation, June 15-19, 2004, Hangzhou, China : conference proceedings, Hangzhou, China, E1

conference

Emission-based condition monitoring technique for ZnO surge arrester

K Wong, Y Xiang, S Nahavandi

(2004), pp. 234-237, Seventh IASTED International Conference on Power and Energy Systems : special theme: distributed energy and demand response ; November 28 - December 1, 2004, Clearwater Beach, FL, USA ; [proceedings], Clearwater Beach, Florida, E1

conference
2003

Blind identification of FIR MIMO channels by decorrelating subchannels

Y Hua, S An, Y Xiang

(2003), Vol. 51, pp. 1143-1155, IEEE transactions on signal processing, New York, N.Y., C1

journal article

Genetic image enhancement based on saturation feedback

H Zheng, L Pan, Y Xiang, A Wong, S Nahavandi

(2003), Proceedings of the International Conference on Computational Intelligence, Robotics and Autonomous Systems : CIRAS 2001 : 28-30 November 2001, Singapore, Singapore, E1

conference

The application of ant colony systems to image texture classification

H Zheng, Z Zheng, Y Xiang

(2003), pp. 1491-1495, Proceedings of the Second International Conference on Machine Learning and Cybernetics, Xi'an, 2-5 November 2003, China, E1

conference

Genetic learning based texture surface inspection

H Zheng, S Nahavandi, L Pan, Y Xiang

(2003), Proceedings of the International Conference on Computational Intelligence, Robotics and Autonomous Systems : CIRAS 2001 : 28-30 November 2001, Singapore, Singapore, E1

conference

A new second order method for blind signal separation from convolutive mixtures

Y Xiang, S Nahavandi, H Trinh, H Zheng

(2003), Proceedings of the International Conference on Computational Intelligence, Robotics and Autonomous Systems : CIRAS 2001 : 28-30 November 2001, Singapore, Singapore, E1

conference

Robust strictly positive real synthesis of polynomial segments for discrete time systems

W Yu, L Wang, Y Xiang

(2003), pp. 622-627, Proceedings of the 42nd IEEE Conference on Decision and Control, Maui, Hawaii, E1

conference

Identification of unknown uncorrelated colored signals distorted by unknown convolutive channels

Y Hua, S An, Y Xiang

(2003), pp. 1-6, ASAP 2003 : Proceedings of the Adaptive Sensor Array Processing 2003 Annual Workshop, Lexington, Massachusetts, E1-1

conference
2002

Separating colorred signals distorted by convolutive channels using diagonal constrained decorrelation

Y Xiang, Y Hua, S An, A Acero

(2002), pp. 3069-3072, ICASSP 2002 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 2002 International Conference, Orlando, Florida, E1-1

conference
2001

Blind source separation using second-order cyclostationary statistics

K Abed-Meraim, Y Xiang, J Manton, Y Hua

(2001), Vol. 49, pp. 694-701, IEEE transactions on signal processing, Piscataway, N.J., C1-1

journal article

Blind identification and equalization of FIR MIMO channels by BIDS

Y Hua, S An, Y Xiang

(2001), pp. 2157-2160, ICASSP 2001 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 2001 International Conference, Salt Lake City, Utah, E1-1

conference

Experimental investigation of delayed instantaneous demixer for speech enhancement

Y Xiang, Y Hua, S An, A Acero

(2001), pp. 633-636, ICASSP 2001 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 2001 International Conference, Salt Lake City, Utah, E1-1

conference
2000

Blind identification of colored signals distorted by FIR channels

Y Hua, Y Xiang, K Abed-Meraim

(2000), pp. 3124-3127, ICASSP 2000 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 2000 International Conference, Istanbul, Turkey, E1-1

conference

Generalized second order identifiability condition and relevant testing technique

K Abed-Meraim, Y Xiang, Y Hua

(2000), pp. 2989-2992, ICASSP 2000 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 2000 International Conference, Istanbul, Turkey, E1-1

conference

The BID for blind equalization of FIR MIMO channels

Y Hua, Y Xiang

(2000), pp. 415-424, NNSP 2000 : Proceedings of the Neural Networks for Signal Processing IEEE 2000 international workshop, Sydney, N. S. W., E1-1

conference
1999

New look at the power method for fast subspace tracking

Y Hua, Y Xiang, T Chen, K Abed-Meraim, Y Miao

(1999), Vol. 9, pp. 297-314, Digital signal processing, Amsterdam, The Netherlands, C1-1

journal article

Natural power method for fast subspace tracking

Y Hua, Y Xiang, T Chen, K Abed-Meraim, Y Miao

(1999), pp. 176-185, NNSP 1999 : Proceedings of the Neural Networks for Signal Processing IEEE 1999 International Workshop, Madison, Wisconsin, E1-1

conference

Adaptive blind source separation by second order statistics and natural gradient

Y Xiang, K Abed-Meraim, Y Hua

(1999), pp. 2917-2920, ICASSP 1999 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 1999 International Conference, Phoenix, Arizona, E1-1

conference

Blind source separation using second-order cyclostationary statistics

K Abed-Meraim, Y Xiang, Y Hua

(1999), pp. 321-326, IDC 1999 : Proceedings of the Information, Decision and Control 1999 Conference, Adelaide, S. A., E1-1

conference
1998

New iterative techniques for second order blind source separation

Y Xiang, K Abed-Meraim, Y Hua

(1998), pp. 289-293, ISPACS 1998 : Proceedings of the Intelligent Signal Processing and Communication Systems 1998 IEEE international workshop, Melbourne, Vic., E1-1

conference

Funded Projects at Deakin

Australian Competitive Grants

Blind Signal Separation from Unidentifiable Systems

Prof Yong Xiang, Prof Hieu Trinh

ARC - Discovery Projects

  • 2009: $53,478
  • 2008: $52,417
  • 2007: $51,389

Tracing real internet attackers through information correlation

Mr Yang Xiang, Prof Wanlei Zhou, Prof Yong Xiang

ARC - Discovery Projects

  • 2012: $75,370
  • 2011: $72,578
  • 2010: $81,660

Blind separation of mutually correlated sources through precoding

Prof Yong Xiang, Dr Yue Rong

ARC - Discovery Projects

  • 2013: $68,110
  • 2012: $65,161
  • 2011: $62,339

Developing an environmentally friendly, low cost solution to reduce wear and improve productivity in metal forming

Prof Bernard Rolfe, Prof Peter Hodgson, Prof Maria Forsyth, Prof Yong Xiang, Dr Matthew Doolan, Dr Michael Pereira

ARC Linkage - Projects Rnd 1

  • 2014: $114,889
  • 2013: $104,207
  • 2012: $163,652

Novel Audio Watermarking Techniques for Tracing Multimedia Piracy

Prof Yong Xiang, Prof Gleb Beliakov, Dr Longxiang Gao, Prof Wanlei Zhou

ARC Linkage - Projects

  • 2021: $49,836
  • 2020: $102,212
  • 2019: $94,979
  • 2018: $51,511

Privacy-Preserving Fog Information System in Infrastructure-Deficient Environments

Prof Yong Xiang, Dr Longxiang Gao, Dr Jiong Jin, Prof Tom Luan

ARC Linkage - Projects

  • 2022: $100,416
  • 2021: $95,133
  • 2020: $87,730

Blockchain-Enabled Federated Learning for Secure and Decentralised Learning

Prof Yong Xiang, Dr Longxiang Gao, Prof John Yearwood

ARC - Discovery Projects

  • 2024: $49,737
  • 2023: $159,467
  • 2022: $154,074

Other Public Sector Funding

Development of Advanced Wireless Monitoring System for Emergency Lighting

Prof Abbas Kouzani, Prof Yong Xiang

Department of Industry

  • 2015: $19,851

Developing a preliminary image pre-processing algorithm to identify images containing wild animals

Prof Yong Xiang, Dr Longxiang Gao

Parks Victoria Grant - Research

  • 2016: $14,000
  • 2015: $14,000

Improving the efficiency of remote cameras as a monitoring tool: Development of an advanced pre-processing algorithm to identify images containing wild animals

Prof Yong Xiang, Dr Longxiang Gao

Parks Victoria Grant - Research

  • 2016: $10,000

NICTA/Data61 Scholarships - School of IT

Prof John Yearwood, A/Prof Mohamed Abdelrazek, Prof John Grundy, Prof Yong Xiang, Dr Shui Yu

Data61

  • 2021: $28,872
  • 2020: $19,394
  • 2019: $94,694
  • 2018: $126,645
  • 2017: $143,404

Communicating Victoria¿s environmental condition ¿ next steps for the Yarra & Bay website and its Report Card analysis tool INT274 - AMSI Indivarie Ubhayaratne

Prof Yong Xiang, Ms Kongalage Nishchitha Indivarie Ubhayaratne, Dr Longxiang Gao

EPAV Grant - Research - Environmental Protection Agency Victoria

  • 2017: $14,750

Industry and Other Funding

Development of a smart emergency lighting management system

Prof Yong Xiang, Prof Abbas Kouzani

M & H Power Systems Pty Ltd

  • 2011: $42,923
  • 2010: $24,923

Developing an environmentally friendly, low cost solution to reduce wear and improve productivity in metal forming

Prof Bernard Rolfe, Prof Peter Hodgson, Prof Maria Forsyth, Prof Yong Xiang, Dr Matthew Doolan, Dr Michael Pereira

Ford Australia

  • 2013: $183,000

AMSI Internship for Saiful Islam with Planet Innovation - Optimisation of a wireless electronic device for longer battery life and lower energy consumption

Prof Yong Xiang, Prof Abbas Kouzani, Dr Saiful Islam

Planet Innovation

  • 2013: $20,000

Miniaturisation and optimisation of a wireless smart remote monitoring system for emergency lighting - AMSI Internship for Danny Ang

Prof Abbas Kouzani, Prof Yong Xiang

Aust Mathematical Sciences Institute (AMSI) Industry Internship Program

  • 2014: $23,000

Development of Advanced Wireless Monitoring System for Emergency Lighting

Prof Abbas Kouzani, Prof Yong Xiang

MPower Products Pty Ltd

  • 2015: $19,898

Improving wireless server capacity and efficiency using advanced wireless techniques

Prof Yong Xiang, Dr Longxiang Gao

Flag Explore

  • 2016: $30,000

Novel Audio Watermarking Techniques for Tracing Multimedia Piracy

Prof Yong Xiang, Prof Gleb Beliakov, Dr Longxiang Gao, Prof Wanlei Zhou

Flag Explore

  • 2020: $30,000
  • 2019: $30,000
  • 2018: $30,000

Developing a Location Aware Fog Computing Prototype used on Vehicles

Dr Longxiang Gao, Prof Yong Xiang

Flag Explore

  • 2018: $10,000
  • 2017: $20,000

Information Oriented Fog Servers in National Parks

Prof Yong Xiang, Dr Longxiang Gao, Dr Atul Sajjanhar

Telematics Course Development Fund Trust Grant - Research

  • 2017: $50,000

Decision-Making Systems for Developing and Improving Online Games

Prof Yong Xiang, Dr Longxiang Gao

Beijing Shandesitong Technology Pty Ltd

  • 2018: $59,994
  • 2017: $60,000

Bot Attack and Defence in Online Social Media Using Unsupervised Machine Learning.

Dr Longxiang Gao, Prof Yong Xiang

Sandstone Pty Ltd

  • 2020: $30,000
  • 2019: $60,000
  • 2018: $60,000

Deakin Blockchain Innovation Lab - Project HCT

Prof Yong Xiang, Dr Longxiang Gao

HealthChain Technology Pty Ltd, Gaia Blockchain Pty Ltd

  • 2020: $176,333
  • 2018: $352,667

Privacy-Preserving Fog Information System in Infrastructure-Deficient Environments

Prof Yong Xiang, Dr Longxiang Gao, Dr Jiong Jin, Prof Tom Luan

Sandstone Pty Ltd

  • 2022: $96,000
  • 2021: $60,000
  • 2020: $60,000

Improving Security and Efficiency of Educational Supply Chain System using Blockchain Technology.

Dr Longxiang Gao, Dr Shang Gao, A/Prof William Yeoh, Prof Yong Xiang

Ausmotive Group Pty Ltd

  • 2023: $40,000
  • 2022: $40,000
  • 2020: $40,000

Blockchain Enabled Al Driven E-Marking Platform

Dr Longxiang Gao, Prof Yong Xiang

TopExcel Pty Ltd

  • 2021: $60,493
  • 2020: $192,000

Blockchain Enabled Al Driven E-Marking Platform - PhD Scholarship

Dr Longxiang Gao, Dr Atul Sajjanhar, Prof Yong Xiang

TopExcel Pty Ltd

  • 2021: $28,000
  • 2020: $28,000

Signal-processing-based Watermarking Algorithms for Multimedia Data.

Prof Yong Xiang, Dr Iynkaran Natgunanathan

AusIntelli Technology Pty Ltd

  • 2023: $100,000

Exploring Multimedia Watermarking Based on Deep Learning.

Prof Yong Xiang, Dr Iynkaran Natgunanathan

AusIntelli Technology Pty Ltd

  • 2023: $50,000

Supervisions

Principal Supervisor
2023

Chaochen Shi

Thesis entitled: Semantic-based Code Intelligence for Smart Contracts

Doctor of Philosophy (Information Technology), School of Information Technology

Chenhao Xu

Thesis entitled: Blockchain Enabled Smart Edge Computing

Doctor of Philosophy (Information Technology), School of Information Technology

Md Palash Uddin

Thesis entitled: Communication-Efficient and Robust Federated Learning for Heterogeneous Data

Doctor of Philosophy (Information Technology), School of Information Technology

2019

Nusrat Fatema

Thesis entitled: Analysis of precoding techniques and semi blind pilot decontamination method in Massive MIMO

Master of Science (Information Technology), School of Information Technology

2015

Tianrui Zong

Thesis entitled: Robust digital image watermarking

Doctor of Philosophy (Information Technology), School of Information Technology

2012

Iynkaran Natgunanathan

Thesis entitled: Novel Watermarking Methods for Copyright Protection of Audio Signals

Doctor of Philosophy (Information Technology), School of Information Technology

2009

Nong Gu

Thesis entitled: New Blind Source Estimation Methods based on Constant Modulus Criterion

Doctor of Philosophy (Engineering), School of Engineering

Executive Supervisor
2023

Gayathri Radhabai Gopinathan Nair

Thesis entitled: Insider Threat Detection Using Adversarial Learning and Deep Learning

Doctor of Philosophy (Information Technology), School of Information Technology

2022

Akanksha Saini

Thesis entitled: Decentralised and lightweight blockchain-based framework for smart healthcare system

Doctor of Philosophy (Information Technology), School of Information Technology

2021

Mohammad Belayet Hossain

Thesis entitled: Privacy Enhancement in Smart Meters

Doctor of Philosophy (Information Technology), School of Information Technology

Chiranjibi Sitaula

Thesis entitled: Developing New Image Features for Scene Image Classification

Doctor of Philosophy (Information Technology), School of Information Technology

2017

Kongalage Nishchitha Indivarie Ubhayaratne

Thesis entitled: Audio-based signal extraction techniques for stamping tool condition monitoring

Doctor of Philosophy (Information Technology), School of Information Technology

Co-supervisor
2019

Abid Mehmood

Thesis entitled: Identity, Location and Query Privacy for Smart Devices

Doctor of Philosophy (Information Technology), School of Information Technology

Associate Supervisor
2024

Dinh Duc Nha Nguyen

Thesis entitled: Developing an Authentication Framework for Next Generation Networks

Doctor of Philosophy (Information Technology), School of Information Technology

2023

Qi Zhong

Thesis entitled: Ownership Authentication of Deep Neural Network Models with Watermarking

Doctor of Philosophy (Information Technology), School of Information Technology

2022

Juan Zhao

Thesis entitled: Novel Audio Watermarking Methods Robust Against Attacks

Doctor of Philosophy (Information Technology), School of Information Technology

2021

Chuan Christian Lu

Thesis entitled: Record Linkage in Sparse Encounter Network

Master of Science (Information Technology), School of Information Technology

Borui Cai

Thesis entitled: Temporal Pattern Mining Using Flexible Wave Shapes on Time Series

Doctor of Philosophy (Information Technology), School of Information Technology

2019

Youyang Qu

Thesis entitled: Privacy-Preserving Big Data Sharing in Modern Networks

Doctor of Philosophy (Information Technology), School of Information Technology

Russul Dh. Abdul Jabar Al-Anni

Thesis entitled: Cancer Prognosis Based on Knowledge Discovery from Clinic and Biological Data Sets

Doctor of Philosophy (Information Technology), School of Information Technology

Hasseeb Dawood Injas Azzawi

Thesis entitled: Computational Models and Approaches for Lung Cancer Diagnosis

Doctor of Philosophy (Information Technology), School of Information Technology

2017

Keshav Sood

Thesis entitled: Performance Analysis and Optimization in Software Defined Networks

Doctor of Philosophy (Information Technology), School of Information Technology

2015

Kuryati Kipli

Thesis entitled: Automated Detection of Depression from Brain Structural Magnetic Resonance Imaging (sMRI) Scans

Doctor of Philosophy (Engineering), School of Engineering

2014

Timothy Alan Wilkin

Thesis entitled: Weakly Monotonic Averaging with Application to Image Processing

Doctor of Philosophy (Information Technology), School of Information Technology