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 230 refereed journal articles, and numerous 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 profileResearch interests
- Cybersecurity and privacy
- Machine learning and AI
- Distributed computing
- Communications engineering
Publications
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
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
J Tang, X Lu, Y Xiang, C Shi, J Gu
(2023), Vol. 138, pp. 120-141, Future Generation Computer Systems, C1
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
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
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
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
ROS-based Collaborative Driving Framework in Autonomous Vehicular Networks
Ruhan Liu, Jinkai Zheng, Tom Luan, Longxiang Gao, Yilong Hui, Yong Xiang, Mianxiong Dong
(2023), pp. 1-13, IEEE Transactions on Vehicular Technology, C1
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
M Ali, R Prasad, Y Xiang, M Jamei, Z Yaseen
(2023), Vol. 205, pp. 731-746, Renewable Energy, C1
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
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
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
CoSS: leveraging statement semantics for code summarization
Chaochen Shi, Borui Cai, Yao Zhao, Longxiang Gao, Keshav Sood, Yong Xiang
(2023), pp. 1-15, IEEE Transactions on Software Engineering, Piscataway, N.J., C1
Towards IoT Node Authentication Mechanism in Next Generation Networks
D Nguyen, K Sood, Y Xiang, L Gao, L Chi, S Yu
(2023), pp. 1-9, IEEE Internet of Things Journal, Piscataway, N.J., C1
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
N Wang, J Chen, D Wu, W Yang, Y Xiang, A Sajjanhar
(2023), Vol. 75, Journal of Information Security and Applications, C1
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
3D-Printed Phase-Change Artificial Muscles with Autonomous Vibration Control
M Mohammadi, A Kouzani, M Bodaghi, Y Xiang, A Zolfagharian
(2023), Advanced Materials Technologies, C1
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
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
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
Y Zhao, Y Qu, Y Xiang, C Shi, F Chen, L Gao
(2023), pp. 1-16, IEEE Transactions on Mobile Computing, C1
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
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
ARFL: Adaptive and Robust Federated Learning
M Uddin, Y Xiang, B Cai, X Lu, J Yearwood, L Gao
(2023), IEEE Transactions on Mobile Computing, C1
Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition
C Tong, X Zheng, J Li, X Ma, L Gao, Y Xiang
(2023), IEEE/ACM Transactions on Audio Speech and Language Processing, C1
Data Integrity Verification in Mobile Edge Computing With Multi-Vendor and Multi-Server
Y Zhao, Y Qu, F Chen, Y Xiang, L Gao
(2023), IEEE Transactions on Mobile Computing, C1
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, RENEWABLE & SUSTAINABLE ENERGY REVIEWS, C1-1
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
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 International Joint Conference on Artificial Intelligence, E1
Privacy preservation in IoT : machine learning approaches : a comprehensive survey and use cases
Y Qu, L Gao, S Yu, Y Xiang
(2022), Singapore, A1
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
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
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
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
T Zong, J Zhao, Y Xiang, I Natgunanathan, L Gao, W Zhou
(2022), Vol. 25, pp. 357-379, World Wide Web, Berlin, Germany, C1
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
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
Robust Federated Averaging via Outlier Pruning
M Uddin, Y Xiang, J Yearwood, L Gao
(2022), Vol. 29, pp. 409-413, IEEE Signal Processing Letters, Piscataway, NJ, C1
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
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
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
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
I Natgunanathan, P Praitheeshan, L Gao, Y Xiang, L Pan
(2022), Vol. 18, ACM Transactions on Multimedia Computing, Communications and Applications, C1
X Li, Z Zhang, C Gan, Y Xiang
(2022), pp. 1-15, IEEE Transactions on Multimedia, Piscataway, N.J., C1
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
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
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
Blockchain-Enabled Federated Learning: A Survey
Youyang Qu, Md Uddin, Chenquan Gan, Yong Xiang, Longxiang Gao, John Yearwood
(2022), pp. 1-33, ACM Computing Surveys, New York, N.Y., C1
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
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
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
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
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
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
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
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
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
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
Optimization Search Strategy for Task Offloading from Collaborative Edge Computing
J Tang, T Qin, Y Xiang, Z Zhou, J Gu
(2022), pp. 1-14, IEEE Transactions on Services Computing, C1-1
M Jamei, M Ali, M Karbasi, Y Xiang, I Ahmadianfar, Z Yaseen
(2022), Vol. 326, Applied Energy, C1
Optimal Transport-based Patch Matching for Image Style Transfer
J Li, Y Xiang, H Wu, S Yao, D Xu
(2022), pp. 1-15, IEEE Transactions on Multimedia, C1
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
Fair Outsourcing Paid in Fiat Money Using Blockchain
X Xiao, Y Zhang, X Dong, L Wang, Y Xiang, X Cao
(2022), pp. 1-14, IEEE Transactions on Services Computing, C1
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
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
Localization of Inpainting Forgery With Feature Enhancement Network
Y Zhang, Z Fu, S Qi, M Xue, Z Hua, Y Xiang
(2022), pp. 1-14, IEEE Transactions on Big Data, C1
An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation
C Xu, Y Qu, T Luan, P Eklund, Y Xiang, L Gao
(2022), pp. 1-15, IEEE Transactions on Vehicular Technology, C1
Youyang Qu, Chenhao Xu, Longxiang Gao, Yong Xiang, Shui Yu
(2022), Vol. 5, pp. 85-90, IEEE Internet of Things Magazine, C1
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
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
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
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
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
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
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
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
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
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
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
BASS: Blockchain-Based Asynchronous SignSGD for Robust Collaborative Data Mining
C Xu, Y Qu, Y Xiang, L Gao, D Smith, S Yu
(2022), pp. 1-7, DSAA 2022 : Proceedings of the 2022 IEEE 9th International Conference on Data Science and Advanced Analytics, Online, E1
Privacy-preserving in edge computing
Longxiang Gao, Tom Luan, Bruce Gu, Youyang Qu, Yong Xiang
(2021), Singapore, A1
Y Zhang, J Zhou, Y Xiang, L Zhang, F Chen, S Pang, X Liao
(2021), Vol. 7, pp. 717-728, IEEE Transactions on Big Data, C1
Effective Quarantine and Recovery Scheme against Advanced Persistent Threat
L Yang, P Li, X Yang, Y Xiang, F Jiang, W Zhou
(2021), Vol. 51, pp. 5977-5991, IEEE Transactions on Systems, Man, and Cybernetics: Systems, C1
C Gan, A Saini, Q Zhu, Y Xiang, Z Zhang
(2021), Vol. 80, pp. 30605-30621, Multimedia Tools and Applications, C1
A blockchained federated learning framework for cognitive computing in industry 4.0 networks
Youyang Qu, Shiva Pokhrel, Sahil Garg, Longxiang Gao, Yong Xiang
(2021), Vol. 17, pp. 2964-2973, IEEE transactions on industrial informatics, Piscataway, N.J., C1
Mutual Information Driven Federated Learning
Md Uddin, Yong Xiang, Xuequan Lu, John Yearwood, Longxiang Gao
(2021), Vol. 32, pp. 1526-1538, IEEE Transactions on Parallel and Distributed Systems, Piscataway, N.J., C1
Defense against Advanced Persistent Threat through Data Backup and Recovery
L Yang, K Huang, X Yang, Y Zhang, Y Xiang, Y Tang
(2021), Vol. 8, pp. 2001-2013, IEEE Transactions on Network Science and Engineering, C1
Y Jin, M Liu, Y Li, R Xu, L Du, L Gao, Y Xiang
(2021), Vol. 35, pp. 505-532, Data Mining and Knowledge Discovery, C1
A smart contract based access control framework for cloud smart healthcare system
Akanksha Saini, Qingyi Zhu, Navneet Singh, Yong Xiang, Longxiang Gao, Yushu Zhang
(2021), Vol. 8, pp. 5914-5925, IEEE Internet of Things journal, Piscataway, N.J., C1
M Wang, D Xiao, Y Xiang
(2021), Vol. 8, pp. 1662-1673, IEEE Internet of Things Journal, C1
Robust Coding of Encrypted Images via 2D Compressed Sensing
B Zhang, D Xiao, Y Xiang
(2021), Vol. 23, pp. 2656-2671, IEEE Transactions on Multimedia, C1
Yushu Zhang, Ping Wang, Hui Huang, Youwen Zhu, Di Xiao, Yong Xiang
(2021), Vol. 17, pp. 3401-3411, IEEE transactions on industrial informatics, Piscataway, N.J., C1
Plug-in over Plug-in Evaluation in Heterogeneous 5G Enabled Networks and beyond
K Sood, K Karmakar, V Varadharajen, N Kumar, Y Xiang, S Yu
(2021), Vol. 35, pp. 34-39, IEEE Network, C1
Non-linear-echo based anti-collusion mechanism for audio signals
T Zong, Y Xiang, I Natgunanathan, L Gao, G Hua, W Zhou
(2021), Vol. 29, pp. 969-984, IEEE/ACM transactions on audio speech and language processing, Piscataway, N.J., C1
DP-GAN: Differentially private consecutive data publishing using generative adversarial nets
S Ho, Y Qu, B Gu, L Gao, J Li, Y Xiang
(2021), Vol. 185, Journal of Network and Computer Applications, C1
Self-supervised cross-iterative clustering for unlabeled plant disease images
Uno Fang, Jianxin Li, Xuequan Lu, Longxiang Gao, Mumtaz Ali, Yong Xiang
(2021), Vol. 456, pp. 36-48, Neurocomputing, Amsterdam, The Netherlands, C1
Scene image representation by foreground, background and hybrid features
C Sitaula, Y Xiang, S Aryal, X Lu
(2021), Vol. 182, Expert Systems with Applications, C1
Cost-Friendly Differential Privacy of Smart Meters Using Energy Storage and Harvesting Devices
M Hossain, I Natgunanathan, Y Xiang, Y Zhang
(2021), pp. 1-10, IEEE Transactions on Services Computing, Piscataway, N.J., C1
Reversible data hiding in encrypted color images using cross-channel correlations
M Li, H Ren, Y Xiang, Y Zhang
(2021), Vol. 78, Journal of Visual Communication and Image Representation, C1
Mumtaz Ali, Ramendra Prasad, Yong Xiang, Adarsh Sankaran, Ravinesh Deo, Fuyuan Xiao, Shuyu Zhu
(2021), Vol. 177, pp. 1031-1044, Renewable Energy, Amsterdam, The Netherlands, C1
Entity Resolution in Sparse Encounter Network Using Markov Logic Network
C Lu, G Huang, Y Xiang
(2021), Vol. 9, pp. 83055-83066, IEEE Access, C1
J Zhao, T Zong, Y Xiang, L Gao, W Zhou, G Beliakov
(2021), Vol. 29, pp. 2282-2295, IEEE/ACM Transactions on Audio Speech and Language Processing, Piscataway, N.J., C1
Enhanced Time-Frequency Representation and Mode Decomposition
H Zhang, G Hua, Y Xiang
(2021), Vol. 69, pp. 4296-4311, IEEE Transactions on Signal Processing, Piscataway, N.J., C1
Content and context features for scene image representation
C Sitaula, S Aryal, Y Xiang, A Basnet, X Lu
(2021), Vol. 232, Knowledge-Based Systems, C1
Segmental DCT Coefficient Reversal Based Anti-Collusion Audio Fingerprinting Mechanism
Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao, Guang Hua
(2021), Vol. 28, pp. 1833-1837, IEEE Signal Processing Letters, Piscataway, N.J., C1
M Ali, R Prasad, Y Xiang, M Khan, A Ahsan Farooque, T Zong, Z Yaseen
(2021), Vol. 7, pp. 6700-6717, Energy Reports, C1
RPPTD: Robust Privacy-Preserving Truth Discovery Scheme
Jingxue Chen, Yining Liu, Yong Xiang, Keshav Sood
(2021), IEEE SYSTEMS JOURNAL, C1
A Tutorial on Next Generation Heterogeneous IoT Networks and Node Authentication
Keshav Sood, Shui Yu, Dinh Nguyen, Yong Xiang, Bohao Feng, Xiaoning Zhang
(2021), Vol. 4, pp. 120-126, IEEE Internet of Things Magazine, Piscataway, N.J., C1
Reversible data hiding method in encrypted images using secret sharing and Huffman coding
S Yi, J Zhou, Z Hua, Y Xiang
(2021), pp. 94-105, ICIST 2021 : Proceedings of the 11th International Conference on Information Science and Technology, Chengdu, China, E1
Y Wan, Y Qu, L Gao, Y Xiang
(2021), Vol. 2021-September, pp. 1-6, ISCC 2021 : Proceedings of the 2021 IEEE Symposium on Computers and Communications, Athens, Greece, E1
BAFL: An Efficient Blockchain-Based Asynchronous Federated Learning Framework
C Xu, Y Qu, P Eklund, Y Xiang, L Gao
(2021), pp. 1-6, ISCC 2021 : Proceedings of the 2021 IEEE Symposium on Computers and Communications, Athens, Greece, E1
Anomaly Detection for Scenario-based Insider Activities using CGAN Augmented Data
R Gayathri, A Sajjanhar, Y Xiang, X Ma
(2021), pp. 718-725, 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), Shenyang, China, E1
Blockchain-driven privacy-preserving machine learning
Y Qu, L Gao, Y Xiang
(2020), pp. 189-200, Blockchains for network security: Principles, technologies and applications, London, Eng., B1
Achieving Secure and Efficient Dynamic Searchable Symmetric Encryption over Medical Cloud Data
H Li, Y Yang, Y Dai, S Yu, Y Xiang
(2020), Vol. 8, pp. 484-494, IEEE Transactions on Cloud Computing, C1
Non-negative matrix factorization with dual constraints for image clustering
Z Yang, Y Zhang, Y Xiang, W Yan, S Xie
(2020), Vol. 50, pp. 2524-2533, IEEE transactions on systems, man, and cybernetics: systems, Piscataway, N.J., C1
Cloud-assisted privacy-conscious large-scale Markowitz portfolio
Y Zhang, J Jiang, Y Xiang, Y Zhu, L Wan, X Xie
(2020), Vol. 527, pp. 548-559, Information sciences, Amsterdam, The Netherlands, C1
Efficient authentication protocol with anonymity and key protection for mobile Internet users
Y Jiang, Y Zhu, J Wang, Y Xiang
(2020), Vol. 137, pp. 179-191, Journal of parallel and distributed computing, Amsterdam, The Netherlands, C1
A double decomposition-based modelling approach to forecast weekly solar radiation
R Prasad, M Ali, Y Xiang, H Khan
(2020), Vol. 152, pp. 9-22, Renewable Energy, Amsterdam, The Netherlands, C1
A shared bus profiling scheme for smart cities based on heterogeneous mobile crowdsourced data
X Kong, F Xia, J Li, M Hou, M Li, Y Xiang
(2020), Vol. 16, pp. 1436-1444, IEEE Transactions on Industrial Informatics, Piscataway, N.J., C1
M Ali, R Prasad, Y Xiang, Z Yaseen
(2020), Vol. 584, Journal of Hydrology, C1
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(2016), pp. 1260-1264, ICIEA 2016: Proceedings of the IEEE 11th Conference on Industrial Electronics and Applications, Hefei, China, E1
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
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
Blind source separation dependent component analysis
Y Xiang, D Peng, Z Yang
(2015), Berlin, Germany, A1
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Y Xiang, D Peng, I Natgunanathan, W Zhou
(2011), Vol. 13, pp. 2-13, IEEE transactions on multimedia, Piscataway, N.J., C1
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Y Xiang
(2006), Vol. 20, pp. 2375-2377, Mechanical systems and signal processing, London, England, C1
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
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
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
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
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
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
Y Xiang, V Nguyen, N Gu
(2005), pp. 1136-1140, Proceedings of the IEEE International Conference on Industrial Technology, ICIT 2005, Hong Kong, E1
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Funded Projects at Deakin
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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
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
Keshav Sood
Thesis entitled: Performance Analysis and Optimization in Software Defined Networks
Doctor of Philosophy (Information Technology), School of Information Technology
Kuryati Kipli
Thesis entitled: Automated Detection of Depression from Brain Structural Magnetic Resonance Imaging (sMRI) Scans
Doctor of Philosophy (Engineering), School of Engineering
Timothy Alan Wilkin
Thesis entitled: Weakly Monotonic Averaging with Application to Image Processing
Doctor of Philosophy (Information Technology), School of Information Technology