Find Research outputs

2025

Federated Machine Learning to Enable Intrusion Detection Systems in IoT Networks

Devine, M., Ardakani, S. P., Al-Khafajiy, M. & James, Y., Mar 2025, In: Electronics (Switzerland). 14, 6, 1176.

Research output: Journal Publication › Article › peer-review

Open Access

IoT-FAR: A Multi-Sensor Fusion Approach for IoT-Based Firefighting Activity Recognition

Chai, X., Lee, B. G., Hu, C., Pike, M., Chieng, D., Wu, R. & Chung, W. Y., Jan 2025, In: Information Fusion. 113, 102650.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

Local-enhanced representation for text-based person search

Zhang, G., Chen, Y., Zheng, Y., Martin, G. & Wang, R., May 2025, In: Pattern Recognition. 161, 111247.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Radar gait recognition using Dual-branch Swin Transformer with Asymmetric Attention Fusion

He, W., Ren, J., Bai, R. & Jiang, X., Mar 2025, In: Pattern Recognition. 159, 111101.

Research output: Journal Publication › Article › peer-review

Open Access

Synergizing stopper mechanisms, coil configurations and quasi-linearity for enhanced adaptability in dual-beam 2DOF electromagnetic energy harvesters

Toluwaloju, T. I., Thein, C. K. & Halim, D., 15 Apr 2025, In: Mechanical Systems and Signal Processing. 229, 112570.

Research output: Journal Publication › Article › peer-review

Open Access

Two-stage Rule-induction visual reasoning on RPMs with an application to video prediction

He, W., Ren, J., Bai, R. & Jiang, X., Apr 2025, In: Pattern Recognition. 160, 111151.

Research output: Journal Publication › Article › peer-review

Open Access

2024

A Max-Relevance-Min-Divergence criterion for data discretization with applications on naive Bayes

Wang, S., Ren, J., Bai, R., Yao, Y. & Jiang, X., May 2024, In: Pattern Recognition. 149, 110236.

Research output: Journal Publication › Article › peer-review

Open Access

8 Citations (Scopus)

Analyzing Surgeon-Robot Cooperative Performance in Robot-Assisted Intravascular Catheterization

Du, W., Yi, G., Omisore, O. M., Duan, W., Oluwadra Akinyemi, T., Chen, X., Liu, J., Lee, B. G. & Wang, L., 4 Oct 2024, In: IEEE Transactions on Human-Machine Systems. p. 1 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

Considerations on the Development of High-Power Density Inverters for Highly Integrated Motor Drives

Mikhaylov, Y., Aboelhassan, A., Buticchi, G. & Galea, M., Jan 2024, In: Electronics (Switzerland). 13, 2, 355.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

Cross-modal interaction and multi-source visual fusion for video generation in fetal cardiac screening

Zhu, G., Deng, E., Qin, Z., Khan, F., Wei, W., Srivastava, G., Xiong, H. & Kumari, S., Nov 2024, In: Information Fusion. 111, 102510.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

DYNAMIC DATA SAMPLER FOR CROSS-LANGUAGE TRANSFER LEARNING IN LARGE LANGUAGE MODELS

Li, Y., Feng, Y., Zhou, W., Zhao, Z., Shen, L., Hou, C. & Hou, X., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 11291-11295 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

1 Citation (Scopus)

FLATTENING SINGULAR VALUES OF FACTORIZED CONVOLUTION FOR MEDICAL IMAGES

Feng, Z., Zeng, N., Fang, J., Wang, X., Lu, X., Meng, H. & Liu, J., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1791-1795 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

Intelligent Reflecting Surface Assisted mmWave Integrated Sensing and Communication Systems

Zhu, Z., Li, Z., Chu, Z., Guan, Y., Wu, Q., Xiao, P., Renzo, M. D. & Lee, I., 2024, In: IEEE Internet of Things Journal. 11, 18, p. 29427-29437 11 p.

Research output: Journal Publication › Article › peer-review

Open Access

12 Citations (Scopus)

Jointly Active and Passive Beamforming Designs for IRS-Empowered WPCN

Chu, Z., Xiao, P., Mi, D., Yin, C., Hao, W., Liu, W. & Sodre, A. C., 1 Apr 2024, In: IEEE Internet of Things Journal. 11, 7, p. 11579-11592 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

7 Citations (Scopus)

Lateral vibration attenuation of a rotor system using an axial control mechanism with resonance detuning

Ran, L., Halim, D., Thein, C. K. & Galea, M., 1 Apr 2024, In: Mechanical Systems and Signal Processing. 211, 111220.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

Machine learning model of acoustic signatures: Towards digitalised thermal spray manufacturing

Viswanathan, V., McCloskey, A., Mathur, R., Nguyen, D. T., Faisal, N. H., Prathuru, A., Llavori, I., Murphy, A., Tiwari, A., Matthews, A., Agrawal, A. & Goel, S., 15 Feb 2024, In: Mechanical Systems and Signal Processing. 208, 111030.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

MergeTalk: Audio-Driven Talking Head Generation From Single Image With Feature Merge

Gao, J., Shu, C., Zheng, X., Lu, Z. & Bao, N., 2024, In: IEEE Signal Processing Letters. 31, p. 1850-1854 5 p.

Research output: Journal Publication › Article › peer-review

Open Access

Min-Max Latency Optimization for IRS-Aided Cell-Free Mobile Edge Computing Systems

Li, N., Hao, W., Zhou, F., Chu, Z., Yang, S., Muta, O. & Gacanin, H., 1 Mar 2024, In: IEEE Internet of Things Journal. 11, 5, p. 8757-8770 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

13 Citations (Scopus)

Optimising printing fidelity of the single-nozzle based multimaterial direct ink writing for 3D food printin

Tian, Z., Zhong, Q., Zhang, H., Yin, T., Zhao, J., Liu, G., Zhao, Y., Li, H. N. & He, Y., 2024, In: Virtual and Physical Prototyping. 19, 1, 11 p., e2352075.

Research output: Journal Publication › Article › peer-review

Open Access

5 Citations (Scopus)

Point Clouds are Specialized Images: A Knowledge Transfer Approach for 3D Understanding

Kang, J., Jia, W., He, X. & Lam, K. M., 2024, In: IEEE Transactions on Multimedia. 26, p. 10755-10765 11 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

ReactFace: Online Multiple Appropriate Facial Reaction Generation in Dyadic Interactions

Luo, C., Song, S., Xie, W., Spitale, M., Ge, Z., Shen, L. & Gunes, H., 2024, (Accepted/In press) In: IEEE Transactions on Visualization and Computer Graphics.

Research output: Journal Publication › Article › peer-review

Open Access

Semi-supervised information fusion for medical image analysis: Recent progress and future perspectives

Weng, Y., Zhang, Y., Wang, W. & Dening, T., Jun 2024, In: Information Fusion. 106, 102263.

Research output: Journal Publication › Article › peer-review

Open Access

10 Citations (Scopus)

WBNet: Weakly-supervised salient object detection via scribble and pseudo-background priors

Wang, Y., Wang, R., He, X., Lin, C., Wang, T., Jia, Q. & Fan, X., Oct 2024, In: Pattern Recognition. 154, 110579.

Research output: Journal Publication › Article › peer-review

Open Access

7 Citations (Scopus)

Weighted Sum Secrecy Rate Optimization for Cooperative Double-IRS-Assisted Multiuser Network

Yang, S., Huang, K., Niu, H., Wang, Y., Chu, Z., Chen, G. & Li, Z., 2024, In: IET Signal Processing. 2024, 7768640.

Research output: Journal Publication › Article › peer-review

Open Access

2023

A Novel Self-training Approach for Low-resource Speech Recognition

Singh, S., Hou, F. & Wang, R., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 1588-1592 5 p.

Research output: Journal Publication › Conference article › peer-review

Open Access

5 Citations (Scopus)

A varactor-based 1024-element RIS design for mm-waves

da Silva, L. G., Chu, Z., Xiao, P. & Cerqueira S, A., 2023, In: Frontiers in Communications and Networks. 4, 1086011.

Research output: Journal Publication › Article › peer-review

Open Access

14 Citations (Scopus)

Cascaded face super-resolution with shape and identity priors

Zeng, D., Li, Z., Yan, X., Jiang, W., Wang, X., Liu, J. & Tang, B., 18 Sept 2023, In: IET Image Processing. 17, 11, p. 3309-3322 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Chinese Corporate Fraud Risk Assessment with Machine Learning

Lu, Q., Fu, C., Nan, K., Fang, Y., Xu, J., Liu, J., Bellotti, A. G. & Lee, B. G., Nov 2023, In: Intelligent Systems with Applications. 20, 200294.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

Confidence-Based Event-Centric Online Video Question Answering on a Newly Constructed ATBS Dataset

Kong, W., Ye, S., Yao, C. & Ren, J., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

6 Citations (Scopus)

Corrections to “Energy-Efficient Multicodebook-Based Backscatter Communications for Wireless-Powered Networks” [Sep 15 2022 18153-18163]

Zhang, Y., Liu, X., Zheng, K., Li, Y. & Yao, Y., 15 Feb 2023, In: IEEE Internet of Things Journal. 10, 4, p. 3680 1 p.

Research output: Journal Publication › Comment/debate

Open Access

Delay Minimization for NOMA-mmW Scheme-Based MEC Offloading

Shi, J., Zhou, Y., Li, Z., Zhao, Z., Chu, Z. & Xiao, P., 1 Feb 2023, In: IEEE Internet of Things Journal. 10, 3, p. 2285-2296 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

30 Citations (Scopus)

FedBlockHealth: A Synergistic Approach to Privacy and Security in IoT-Enabled Healthcare Through Federated Learning and Blockchain

Waheed, N., Ur Rehman, A., Nehra, A., Farooq, M., Tariq, N., Jan, M. A., Khan, F., Alalmaie, A. Z. & Nanda, P., 2023, GLOBECOM 2023 - 2023 IEEE Global Communications Conference. Institute of Electrical and Electronics Engineers Inc., p. 3855-3860 6 p. (Proceedings - IEEE Global Communications Conference, GLOBECOM).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

4 Citations (Scopus)

Numerical Robustness Evaluation of Floating-Point Closed-Loop Control Based on Interval Analysis

Savi, F., Farjudian, A., Buticchi, G., Barater, D. & Franceschini, G., Jan 2023, In: Electronics (Switzerland). 12, 2, 390.

Research output: Journal Publication › Article › peer-review

Open Access

2022

AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation

Li, B., Zhu, Y., Wang, Y., Lin, C. W., Ghanem, B. & Shen, L., 2022, In: IEEE Transactions on Multimedia. 24, p. 4077-4091 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

34 Citations (Scopus)

An Optimized IoT-Enabled Big Data Analytics Architecture for Edge-Cloud Computing

Babar, M., Jan, M. A., He, X., Tariq, M. U., Mastorakis, S. & Alturki, R., 14 Mar 2022, In: IEEE Internet of Things Journal. 10, 5, p. 3995-4005 11 p.

Research output: Journal Publication › Article › peer-review

Open Access

53 Citations (Scopus)

AS-Net: Fast Photoacoustic Reconstruction with Multi-Feature Fusion from Sparse Data

Guo, M., Lan, H., Yang, C., Liu, J. & Gao, F., 2022, In: IEEE Transactions on Computational Imaging. 8, p. 215-223 9 p.

Research output: Journal Publication › Article › peer-review

Open Access

21 Citations (Scopus)

ATTENTION-BASED DUAL-STREAM VISION TRANSFORMER FOR RADAR GAIT RECOGNITION

Chen, S., He, W., Ren, J. & Jiang, X., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3668-3672 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

27 Citations (Scopus)

Deep RGB-D Saliency Detection Without Depth

Zhang, Y. F., Zheng, J., Jia, W., Huang, W., Li, L., Liu, N., Li, F. & He, X., 2022, In: IEEE Transactions on Multimedia. 24, p. 755-767 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

10 Citations (Scopus)

Dynamic texture recognition using PDV hashing and dictionary learning on multi-scale volume local binary pattern

Ding, R., Ren, J., Yu, H. & Li, J., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1840-1844 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

5 Citations (Scopus)

Feature flow: In-network feature flow estimation for video object detection

Jin, R., Lin, G., Wen, C., Wang, J. & Liu, F., Feb 2022, In: Pattern Recognition. 122, 108323.

Research output: Journal Publication › Article › peer-review

Open Access

9 Citations (Scopus)

Gated SwitchGAN for Multi-Domain Facial Image Translation

Zhang, X., Zhu, Y., Chen, W., Liu, W. & Shen, L., 2022, In: IEEE Transactions on Multimedia. 24, p. 1990-2003 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

5 Citations (Scopus)

IMPROVED META LEARNING FOR LOW RESOURCE SPEECH RECOGNITION

Singh, S., Wang, R. & Hou, F., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4798-4802 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

22 Citations (Scopus)

Intelligent-Reflecting-Surface-Empowered Wireless-Powered Caching Networks

Chu, Z., Xiao, P., Shojafar, M., Mi, D., Hao, W., Shi, J. & Zhong, J., 1 Aug 2022, In: IEEE Internet of Things Journal. 9, 15, p. 13153-13167 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

11 Citations (Scopus)

Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey

Zhang, X. Q., Hu, Y., Xiao, Z. J., Fang, J. S., Higashita, R. & Liu, J., Jun 2022, In: Machine Intelligence Research. 19, 3, p. 184-208 25 p.

Research output: Journal Publication › Article › peer-review

Open Access

49 Citations (Scopus)

Performance Entitlement by Using Novel High Strength Electrical Steels and Copper Alloys for High-Speed Laminated Rotor Induction Machines

Zhang, F., Gerada, D., Xu, Z., He, Y., Zhang, H., Hua, W. & Gerada, C., 1 Jan 2022, In: Electronics (Switzerland). 11, 2, 210.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

Recent Advances in Pulse-Coupled Neural Networks with Applications in Image Processing

Liu, H., Liu, M., Li, D., Zheng, W., Yin, L. & Wang, R., Oct 2022, In: Electronics (Switzerland). 11, 20, 3264.

Research output: Journal Publication › Review article › peer-review

Open Access

94 Citations (Scopus)

SPATIAL-CONTEXT-AWARE DEEP NEURAL NETWORK FOR MULTI-CLASS IMAGE CLASSIFICATION

Zhang, J., Zhang, Q., Ren, J., Zhao, Y. & Liu, J., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1960-1964 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

10 Citations (Scopus)

Wireless-Powered Intelligent Radio Environment With Nonlinear Energy Harvesting

Chu, Z., Xiao, P., Mi, D., Hao, W., Lin, Z., Chen, Q. & Tafazolli, R., 15 Sept 2022, In: IEEE Internet of Things Journal. 9, 18, p. 18130-18141 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

22 Citations (Scopus)

2021

A Novel Transmission Policy for Intelligent Reflecting Surface Assisted Wireless Powered Sensor Networks

Chu, Z., Xiao, P., Mi, D., Hao, W., Khalily, M. & Yang, L. L., 1 Aug 2021, In: IEEE Journal on Selected Topics in Signal Processing. 15, 5, p. 1143-1158 16 p.

Research output: Journal Publication › Article › peer-review

Open Access

48 Citations (Scopus)

A three-step classification framework to handle complex data distribution for radar UAV detection

Ren, J. & Jiang, X., Mar 2021, In: Pattern Recognition. 111, 107709.

Research output: Journal Publication › Article › peer-review

Open Access

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