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Prof. Huiyu Zhou received a Bachelor of Engineering degree in Radio Technology from Huazhong University of Science and Technology of China and a Master of Science degree in Biomedical Engineering from University of Dundee of United Kingdom, respectively. He was awarded a Doctor of Philosophy degree in Computer Vision from Heriot-Watt University, Edinburgh, United Kingdom, supervised by Professors Patrick Green (Psychology) and Andrew Wallace (Computer Engineering).

Prof. Zhou heads the AI and Machine Learning Group and leads the Biomedical Image Processing Lab () at Â鶹ÊÓƵ. He was PGR Director of CMS (2022-2025), Director of MSc Programme (2018-2019) and Coordinator of MSc Distance Learning at Informatics (2018-2022), and currently is Deputy Director of Research Centre for Artificial Intelligence, Data Analytics and Modelling (AIDAM) and Member of the Executive Group of Apollo-Leicester Centre for Digital Health and Precision Medicine. Prior to this appointment, he worked as Reader (2018-2020) at Â鶹ÊÓƵ, and Lecturer (2012-2017) at the School of Electronics, Electrical Engineering and Computer Science, Queen's University Belfast (QUB). He was a visiting scholar of QUB during 2018-2020.

Prof. Zhou serves as:

Technical Committee of "IEEE Cognitive and Developmental Systems", "Information Assurance & Intelligence Multimedia-Mobile Communications in IEEE SMC Society", "Biometrics Task Force" and "Robotics Task Force" of the Intelligent Systems Applications Technical Committee, IEEE Computational Intelligence Society and "Task Force on Secure Learning" of the IEEE CIS Neural Networks Technical Committee.

Editor-in-Chief of Recent Advances in Electrical & Electronic Engineering, Associate Editor/EBM of IEEE Transactions on Human-Machine Systems, IEEE Journal of Biomedical and Health Informatics, Pattern Recognition, PeerJ Computer Science, Security and Safety, Scientific Reports, Machine Intelligence Research, International Journal of Image and Graphics, Intelligent Marine Technology and Systems and IEEE Access, Editorial Board Member and Guest Editor of several refereed journals.

Associate Editor of ICRA (2019-2023) and Area Chair of BMVC (2019-2024) and IJCAI (2021/2024/2025).

Reviewer for high profile journals (e.g. Nature/Lancet/IEEE TPAMI/TIP/TMI/TNNLS/TCybernetics/TRobotics) and Technical Program Committee/Reviewer for major conferences (e.g. NeurIPS/ICLR/AAAI/IJCAI/CVPR/ICCV/ECCV/ICRA/CHI/BMVC/MICCAI).

External examiner for under- and post-graduates/PhD candidates from universities of UK (e.g. Imperial, Manchester and QMUL), Hong Kong (e.g. HKU and PolyU), Australia (e.g. UNSW Sydney), India (e.g. Anna and Andhra) and China (e.g. SHU and XJTLU), and Digital Design and Branding MSc of Brunel University London (2018-2019).

Assessor of Promotion of Faculty Members of UK, China/HK, Israel, Saudi Arabia, Jordan and Pakistan.

Interview/SIFT Panel Member of UKRI FLF, UKRI AI CDT and Hubs. Grant reviewer for the research proposals submitted to Horizon Europe, EU H2020, SNSF of Switzerland, South Africa's NRF, SF of Republic of Serbia, CHIST-ERA, RA of Slovakia, CSF of Czech, National Science Centre Poland, AME IRG&YIRG of Singapore, RGC and ITC of Hong Kong, QNRF (Qatar), Cara (Syria Programme), NIHR, MRC, BBSRC, EPSRC, UKRI FLF, NC3Rs, Leverhulme Trust, Newton International Fellowship of Royal Society, Wellcome Trust, Heart Research UK, NICHS, NEAT and RSE.

• BRIDGES for Dementia Network (Building research innovation co-developing greater empowerment and support for people living with dementia), Co-I (PI: Jennifer MacRitchie), EPSRC, 2025-2028, £1.97M. [, , News 2]
• EPSRC IDLA PhD Studentship (with ), Academic Supervisor, EPSRC, 2025-2030, £143K. 
• NIHR Health Protection Research Units (HPRUs), Co-I (PI: Anna Hansell), NIHR, 2024-2029, £5.5M. []
• The Â鶹ÊÓƵ and , Co-PI (with Kevin Tansey), Innovate UK/KTP, 2024-2026, £234K. [News]
• Research Excellence Awards, Co-I (PI: André Ng), British Heart Foundation, 2024-2029, £3M. .
• "A conveyor belt system with AI to sort returned posts" (with .), PI, Innovate UK/KTN, 3/2024-7/2024, £30750.
• "Advancing machine learning to achieve real-world early detection and personalised disease outcome prediction of inflammatory arthritis", Co-I (PI: Weizi Li), EPSRC, 2023-2025, Total budget: £619K, UoL allocation: £120K. We are now recruiting a Research Assistant (closed): . 
• "Self-learning digital twins for sustainable land management", Co-I (PI: Heiko Balzter), EPSRC, 2023-2025, £2.5M.
• "Retinal microvasculature as a window into detecting stage B heart failure in type 2 diabetes", Co-I (PI: Gaurav Gulsin), BHF Accelerator Award, 2022-2023, £36K. 
• "MPhil Project: Enhancement of throughput through signal processing/power control", Co-I (PI: Tanya Vladimirova), AST SpaceMobile UK, 2022-2023, £34K.
• "Robust watermarking scheme in medical images for smart healthcare", PI (Co-PI: Amit Kumar Singh), International Exchanges, Royal Society, 2022-24, £12K.
• "Bring reinforcement-learning into radio light network for massive connections", UoL Lead, H2020-ICT, 2021-2023. Total budget: €5.67M, UoL allocation: €399K.
• "The Dickens Code", Technical Lead (PI: Dr. Claire Wood), AHRC, 2021-23, £33K.
• "Maximising research impact for a study on COVID-19 vaccine uptake within Chinese communities in the UK", Co-I (PI: Dr. Sarah Gong), ESRC Impact Acceleration, 2021-2023, £9983.
• "Co-design and implement a COVID-19 vaccine uptake intervention within Chinese communities in England", Co-I (PI: Dr. Sarah Gong), AHRC, 5/2021-11/2021, £79958.
• "Intelligent collaborative network model of complex equipment remanufacturing based on industrial IoT information perception", PI (Co-PI: Prof. W. Liu), Royal Society, 2021-2023, £12K.
• "Optimising deep neural networks for fully automating a novel technology for risk stratification of sudden cardiac death", Co-I (PI: Prof. Andre Ng), MRC CIC, 2021, £43K.
• "Deep learning methods for early detection of myocardial ischemia using digital and paper ECGs", Co-I (PI: Dr. Xin Li), The van Geest Heart and Cardiovascular Disease Research Fund, 2020-2021. £11769.
• "The detection of small objects in a large area through data fusion", Co-I (PI: Prof. Lu Liu), British Telecom,2020-2021. £14964.
• "Analysis of Twitter discussions on COVID-19 in Nigeria: Understanding trends in attitudes and social media strategies", Co-I (PI: Prof. Reiko Heckel), GCRF IRDF, May-July, 2020. £11795.
• "Automated analysis of housing construction progress through remote sensing", PI, Research England and Stevenson Astrosat Ltd, April 2020-May, 2021. £94K.
• "Deep learning in cell line authentication", PI, AstraZeneca Cambridge, 2020-2024, £30K.
• "ESRC IAA Strategic Partnership: East Midlands Police and Academic Collaboration", Co-I (PI: Dr. Andy Newton), ESRC IAA, 2019-2021, £46K.
• "Deep learning for refining LifeMap - a new technology for risk stratification of sudden cardiac death", Co-I (PI: Prof. Andre Ng), MRC CIC, 2019-2020, £43K.
• "Kinect measurement of range, rhythm and rate of motion for evaluating shoulder diseases", UoL PI, University Hospitals of Leicester NHS Trust, 2018-2019, £5K.
• "Cross-cultural computer-supported collaborative learning for student capacity building in data science", Co-I (PI: Prof. Effie Law), STFC ODA Award, 2018, £17,699.
• “Smart distribution grid: a market driven approach for the next generation of advanced operation models and services” (DOMINOES), UoL PI, H2020, 2017-2021. Total budget: €4M, UoL allocation: €304K.
• “Video traffic analysis for abnormal event detection”, PI, Newton Advanced Fellowship, 2017-2023. £105K. In addition, 500K (RMB) are provided from NSF of China.
• “AUTOMAC: AUTOmated Mouse behAviour reCognition”, PI, EPSRC, UK, 2016-2017. £99K.
• “Feasibility study of ECG identification algorithms”, PI, B-Secur Ltd., 2016-2017. £62K.
• “An early warning foetal motion detection system”, PI, Puffin Trust, 2017-2018. £2K.
• “Using game theory to assess the effects of social norms and social networks on adolescent smoking in schools: a proof of concept study”, Co-I, MRC, 2018-2021. £727K.
• "Application of a novel automated behaviour monitoring system to study the effects of Alzheimer's disease pathology in mouse models", Co-I, Alzheimer Research UK, Pump-Priming Fund, 2017-2018. £5K.
• “Plasmofluidic analytical device: a rapid point-of-sampling diagnostic and management support platform for infectious and antimicrobial resistant pathogens”, Co-I, Agri-Food Quest, 2016-2018. £250K.
• “Mobile plasmofluidic paper-based analytical device: A rapid diagnostic and management support platform to combat multi-drug resistance for resource-poor settings”, Co-I, subtask of EPSRC QUBAN Programme, 2016-2017. Total budget: £395K and the team's allocation: £50K.
• “Smartphone analyzers for on-site testing of food quality and safety” (FoodSmartPhone), Co-I, H2020-MSCA-ITN, 2017-2020. Total budget: €2.84M, QUB allocation: €820K.
• “Pathological cancer image analysis”, Co-PI, Invest NI/Philips Pathology, UK, 2016-2018. £299K.
• “Centre for Secure Information Technologies (CSIT 2)”, Co-I, EPSRC/Innovate UK/Invest NI, 2015-2020. Total budget: £38M.

A full list of publications can be found at  and . Our team is making continuous efforts to share the source code and/or datasets of each piece of the published works with the research community. Recent publications (accepted or published after 1st Jan. 2021) include:

Books/Proceedings

"", Gu, J., Hu, F., Zhou, H., Fei, Z. and Yang, E. (Editors), Springer, 2024. Proc. of LSMS and LCSEE. 

"", Singh, A.K. and Zhou, H. (Editors), Book series on eHealth Technologies, IET, Jan, 2023.

"", Sugumaran, V., Xu, Z. and Zhou, H. (Editors), Springer, 2021.

Editorials/Special Issues

Zhang, H., Ding, Z. and Zhou, H. "", Healthcare and Rehabilitation, 30/06/2025.

Ju, Y., Dong, J., Yu, H. and Zhou, H. "", Frontiers in Marine Science, 27/02/2025.

Zheng, H., Nie, J., Zhou, H., Liu, A.-A. and Zhang, X. "", Frontiers in Marine Science, 22/10/2024.

Zhang, F., Zhou, H., Gao, F. and Ma, L. "", Remote Sensing, deadline of submission: 31/10/2024.

Jiang, T., Chen, Y., Wang, Y. and Zhou, H. "", Applied Sciences, deadline for submission: 30/10/2024. 

Jiang, Z., Zhou, H., Sadka, A., Tao, D. and Guo, Y. "", Machine Intelligence Research, deadline for submission: 1/7/2024.

Zhou, T., Zhou, H. and Li, C. "", Computers, Materials & Continua, 2024.

Zheng, H., Nie, J., Zhou, H., Liu, A.-A. and Zhang, X. "", Frontiers in Marine Science, 2023.

Zhou, Y., Qiao, C. and Zhou, H. "Guest editorial: ", Frontiers in Neurorobotics, 2023.

Zhou, Y., Qiao, C., Wu, L. and Zhou, H. "Guest editorial: ", Frontiers in Neurorobotics, 2022.

Singh, A., Zhou, H. and Berretti, S. "", IEEE Tans. on Industrial Informatics, 2022, 18(8), 5558-5560.

Zhou, H., Li, L. Shan, S., Wang, S. and Liu, J.K. "Editorial: ", Frontiers in Neuroscience, 2021, 15: 771529.

Shamsolmoali, P., Garcia, S., Zhou, H. and Celebi, E.M. "", Image and Vision Computing, 2021, 114: 104268.

Journals

Shamsolmoali, P., Zarepoor, M., Zhou, H., Felsberg, M., Tao, D. and Li, X. "From missing pieces to masterpieces: Image completion with context-adaptive diffusion", IEEE Trans. on Pattern Analysis and Machine Intelligence. Accepted for publication. 

Ren, X., Zhou, W., Yuan, N., Li, F., Ruan, Y. and Zhou, H. "", Medical Image Analysis. 2025, Vol. 102, 103510. []

Wu, X., Fei, M., Zhou, W., Du, S., Fei, Z. and Zhou, H. "", Knowledge-Based Systems. 2025, Vol. 315, 113252. [Source code] 

Lin, N., Zhang, L., Wu, T., Hawbani, A., Zhou, H. and Zhao, L. "", IEEE Internet of Things. Published online. 

Zhou, F., Yang, X., Chen, F., Chen, L., Jiang, Z., Zhu, H., Heckel, R., Wang, H., Fei, M. and Zhou, H. "", IEEE Trans. on Image Processing. 2025, Vol. 34, 623-638. [] []

Ma, H., Liu, T., Zhang, Y., Fei, M. and Zhou, H. "", Trans. of the Institute of Measurement and Control. Published online. 

Singh, M., Singh, K.N., Mohan, A., Singh, A.K. and Zhou, H. "", Computers and Electrical Engineering. 2025, Vol. 123, Part C, 110202. 

Ju, Y., Xiao, J., Zhang, C., Xie, H., Luo, A., Zhou, H., Dong, J. and Kot, A.C. "", Information Fusion. 2025, Vol. 117, 102810. [Source code]

Xu, Z., Zhang, R., Li, Z., Cheng, S., Zhou, H., Li, W. and Gao, X. "", Signal Processing. 2025, Vol. 230, 109805. [Source code]

Zhang, M., Bzura, A., Baitei, E.Y., Zhou, Z., Spicer, J.B., Poile, C., Rogel, J., Branson, A., King, A., Barber, S., Kamata, T., Dzialo, J., Harber, J., Greystoke, A., Nusrat, N., Faulkner, D., Sun, Q., Nolan, L., Hahne, J.C., Scotland, M., Walter, H., Darlison, L., Morgan, B., Bajaj, A., Brookes, C., Hollox, E.J., Lubawska, D., Jama, M., Griffiths, G., Nakas, A., Kutywayo, K., Luo, J.-L., Klampasta, A., Cooper, A., Halder, K., Wells-Jordam, P., Zhou, H., Dudbridge, F., Thomas, A., Richards, C.J., Pritchard, C., Yang, H., Barer, M. and Fennell, D.A. "". Nature Communications. 2024, 15: 7187. 

Wang, G., Zhang, X., Peng, Z., Zhang, T., Tang, X., Zhou, H. and Jiao, L. "", IEEE Trans. on Neural Networks and Learning Systems. Published online. [] []

Ju, Y., Lam, K.-M., Xie, W., Zhou, H., Dong, J. and Shi, B. "", IEEE Trans. on Pattern Analysis and Machine Intelligence. 2024, 46(11), 7154-7172. [] []

Du, D., Zhang, C., Peng, C., Fei, M. and Zhou, H. "", IEEE Trans. on Cybernetics. 2024, 54(11), 6653-6666. [] []

Zhou, F., Jiang, Z., Zhou, H. and Li, X. "", IEEE Trans. on Multimedia. 2024, Vol. 26, 11386-11401. [] []

Wu, C., Wang, S., Wang, Y., Wang, C., Zhou, H., Zhang, Y. and Wang, Q. "", IEEE Journal of Biomedical and Health Informatics. Published online. []

Shahzad, M., Shirazi, S.H., Yaqoob, M., Khan, Z., Rasheed, A., Sheikh, I.A., Hayat, A. and Zhou, H. "", Database. 2024, Article ID baae120. [] []

Wang, L., Chen, L., Wei, K., Zhou, H., Zwiggelaar, R., Fu, W. and Liu, Y. "", Journal of Medical Imaging. 2025, 12(1), 017502. [Source code]

Zhang, X., Hong, W., Li, Z., Cheng, X., Tang, X., Zhou, H. and Jiao, L. "", IEEE Trans. on Geoscience and Remote Engineering. 2024, Vol. 62, 5645714.

Chen, F., Balzter, H., Ren, P. and Zhou, H. "", IEEE Trans. on Geoscience and Remote Engineering. 2024, Vol. 62, 5223718. [] []

Zhang, S., Zhou, H. and Zhu, Y. "", Social Science Computer Review. Published online. []

Gong, Q., Gao, Z., Somerville, I., Steele, C., Wang, D. and Zhou, H. "", BMJ Public Health. 2024, 2: e000658. 

Lv, Q., Li, Y., Dong, J., Chen, S., Yu, H., Zhou, H. and Zhang, S. "", IEEE Trans. on Information Forensics & Security. 2024, Vol. 19, 7275-7289. [] 

Kong, L., Gao, F., He, X., Wang, J., Sun, J. Zhou, H. and Hussain, A. "", IEEE Trans. on Aerospace and Electronic Systems. 2025, 61(1), 325-341.

Singh, K.N., Baranwal, N., Singh, A.K., Agrawal, A.K. and Zhou, H. "", IEEE Trans. on Consumer Electronics. Published online.

Chen, J., Wang, M., Wang, J., Wang, F. and Zhou, H. "", Electronics Letters. 2024, 60(18), e70033.

Li, F., Liu, H., Li, G., Wang, Y., Zhou, H., Cao, S. and Li, T. "", ACM Trans. on Multimedia Computing, Communication and Applications. Published online.

Jia, X., Yu, T., Luo, X., Wang, D. and Zhou, H. "", IEEE Trans. on Circuits and Systems for Video Technology. 2024, 34(12), 12849-12861. [Source code]

Wang, Y., Zhou, H. and Dong, X. "", IEEE Trans. on Big Data. Published online.

Lei, X., Fei, Z., Zhou, W., Zhou, H. and Fei, M. "", Computer Vision and Image Understanding. 2024, Vol. 247, 104079. 

Chen, L., Li, T., Zhou, A., Wang, S., Dong, J. and Zhou, H. "", Pattern Recognition. 32024, Vol. 155, 110649. []

Kang, C., Prokop, J., Tong, L., Zhou, H., Hu, Y. and Novak, D. "", Neural Networks. 2024, Vol. 178, 106410. [] [] 

Zhang, S., Zhou, H. and Zhu, Y. "", International Journal of Medical Informatics. 2024, Vol. 188, 105478. 

Luo, Y., Chen, Y., Dou, H. Tan, C. and Zhou, H. "", Information Processing and Management. 2024, 61(5), 103789. 

Singh, O.P., Singh, K.N., Singh,A.K., Agrawal, A.K. and Zhou, H, "", Computers and Electrical Engineering. 2024, Vol. 117, 109278.

Liu, Z., Yang, B., Shen, Y., Ni, X., Tsaftaris, S.A. and Zhou, H. "", Medical Image Analysis. 2024, Vol. 94, 103138. [] []

Gao, F., Han, X., Wang, J., Sun, J., Hussain, A. and Zhou, H. "", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2024, Vol. 17, 11365-11385. [] [Source code]

Dong, H., Qi, H., Zhou, H., Dong, J. and Dong X. "", Pattern Recognition. 2024, Vol. 152, 110467. []

Xia, G., Xiao, P., Li, B., Zhang, Y. and Zhou, H. "", IEEE Trans. on Wireless Communications. 2024, 23(9), 10575-10591. [] [] 

Liao, J., Chen, M., Zhang, K., Zhou, H., Zou, Y., Xiong, W., Zhang, W., Kuang, F. and Zhu, D. "", Computers and Electronics in Agriculture. 2024, Vol. 220, 108862. [Source code]

Tong, L., Corrigan, A., Kumar, N.R., Hallbrook, K., Orme, J., Wang, Y. and Zhou, H. "", Medical Image Analysis. 2024, Vol. 94, 103123. []

Chen, L., Jiang, Z., Barker, J., Zhou, H., Schlindwein, F.S., Nicolson, W., Ng, G.A. and Li, X. "", IEEE Trans. on Biomedical Engineering. 2024, 71(7), 2143-2153. 

Du, F., Zhou, H., Niu, Y., Han, Z. and Shui, X. "", Medical Physics. 2024, 51(8), 5337-5350. [] 

Gao, F., Zhong, F., Sun, J., Hussain, A. and Zhou, H. "", IEEE Trans. on Geoscience and Remote Sensing. 2024, Vol. 62, 5206218. [Source code]

Chang, Z., Gao, X., Li, N., Zhou, H. and Lu, Y. "", IEEE Trans. on Circuits and Systems for Video Technology. 2024, 34(7), 5560-5574. []

Huang, H., Gao, F., Sun, J., Wang, J., Hussain, A. and Zhou, H. "", IEEE J. of Selected Topics in Applied Earth Observations and Remote Sensing. 2024, Vol. 17, 4408-4420. [Source code]

Gao, F., Kong, L., Lang, R., Sun, J., Wang, J., Hussain, A. and Zhou, H. "", IEEE Trans. on Geoscience and Remote Sensing. 2024, Vol. 62, 5202813. [Source code]

Zhou, T., Niu, Y., Peng, C., Guo, Y., Liu, F., Lu, H. and Zhou, H. "", Information Fusion. 2024, Vol. 105, 102248.

Qi, H., Zhou, Dong, J. and Dong, X. "", IEEE Trans. on Circuits and Systems for Video Technology. 2024, 34(7), 5282-5294. []

Ma, H., Zhang, Y., Sun, S., Zhang, W., Fei, M. and Zhou, H. "", Engineering Applications of Artificial Intelligence. 2024, Vol. 130, 107766.

Qi, H., Zhou, H., Dong, J. and Dong, X. "", IEEE Trans. on Geoscience and Remote Sensing. 2024, Vol. 62, 1-13. []

Du, D., Zhang, C., Lu, Q., Fei, M. and Zhou, H. "", IEEE Trans. on Control Systems Technology. 2024, 32(3), 1074-1081. [] []

Shamsolmoali, P., Zareapoor, Zhou, H., Li, X. and Lu, Y. "", Pattern Recognition. 2024, Vol. 147, 110120. [] []

Ju, Y., Shi, B., Chen, Y., Zhou, H., Dong, J. and Lam, K.-M. "", IEEE Trans. on Visualization and Computer Graphics. 2024, 30(9), 6192-6207. []

Shamsolmoali, P., Chanussot, J., Zhou, H. and Lu, Y. "", IEEE Trans. on Geoscience and Remote Sensing. 2023, Vol. 61, 5624412. []

Li, B., Dupleich, D., Xia, G., Zhou, H., Zhang, Y., Xiao, P. and Yang, L.-L. "", IEEE Trans. on Communications. 2024, 72(3), 1653-1670. [] []

Wang, X., Li, Y., Shi, A. and Zhou, H. "", J. of Applied Remote Sensing. 2023, 17(4), 046508.

Zhang, S., Liu, X., Xie, H., Nie, L., Zhou, H., Tao, D. and Li, X. "", International Journal of Computer Vision. 2023, Vol. 131, 2425-2445. [] [] 

Singh, M., Baranwal, N., Singh, K.N., Singh, A.K. and Zhou, H. "", Journal of Information Security and Applications. 2023, Vol. 79, 103628. 

Shamsolmoali, P., Zareapoor, M., Zhou, H., Tao, D. and Li, X. "", IEEE Trans. on Image Processing. 2023, Vol. 32, 4486-4500. [] []

Murray, J.M., Sanchez-Franco, S.C., Sarmiento, O.L., Kimbrough, E.O., Tate, C., Montgomery, S.C., Kumar, R., Dunne, L., Ramalingam, A., Krupka, E.L., Montes, F., Zhou, H., Moore, L., Bauld, L., Llorente, B., Kee, F. and Hunter, R.F. "", Nature Humanities and Social Sciences Communications. 2023, 10, 615. 

Jiang, Z., Rahmani, H., Angelov, P., Vyas, R., Zhou, H., Black, S. and Williams, B. "", Pattern Recognition. 2023, 146(3), 110028. [] []

Singh, H.K., Baranwal, N., Singh, K.N., Singh, A.M. and Zhou, H. "", Neurocomputing. 2023, Vol. 560, 126853. 

Amrit, P., Singh, K.N., Baranwal, N., Singh, J.P. and Zhou, H. "", Neural Computing and Applications. Published online.

Zhou, T., Zhang, X., Lu, H., Li, Q., Liu, L. and Zhou, H. "", Computers in Biology and Medicine. 2023, Vol. 166, 107514. 

Huang, X., Bajaj, R., Cui, W., Hendricks, M., Wang, Y., Yap, N.A.L., Ramasamy, A., Maung, S., Cap, M., Zhou, H., Toril, R., Dijastra, J., Bourantas, C. and Zhang, Q. "", Frontiers in Cardiovascular Medicine. 2023, 10, 1250800.

Lin, J., Huang, X., Zhou, H., Wang, Y. and Zhang, Q. "", Medical Image Analysis. 2023, Vol. 89, 102929. []

Huang, X., Bajaj, R., Li, Y., Ye, X., Lin, J., Pugliese, F., Ramasamy, A., Gu, Y., Wang, Y., Torii, R., Dijkstra, J., Zhou, H., Bourantas, C.V. and Zhang, Q. "", Medical Image Analysis. 2023, Vol. 89, 102922. [Source code]

Kuang, Z., Yan, Z., Zhou, H. and Yu, L. "", IEEE Journal of Biomedical and Health Informatics. 2023, 27(10), 4890-4901. []

Li, Y., Wang, L., Huang, X., Wang, Y., Dong, L., Ge, R., Zhou, H., Ye, J. and Zhang, Q. "", IEEE Journal of Biomedical and Health Informatics. 2024, 28(1), 66-77. []

Singh, O.P., Singh, K.N., Baranwal, N., Agrawal, A.K., Singh, A.K. and Zhou, H. "", Multimedia Tools and Applications. 2024, 83(8), 24919-24937. 

Chen, Z., Cai. L., Chen, C., Yang, X., Yuan, B., Lu, Q. and Zhou, H. "", Engineering Applications of Artificial Intelligence. 2023, Vol. 124, 106547.

Li, Y., Lan, R., Huang, H., Zhou, H., Liu, Z., Pang, C. and Luo, X. "", IEEE Trans. on Intelligence Transportation Systems. 2024, 25(1), 90-103. []

Zhu, X., Zhang, X., Zhang, T., Tang, X., Chen, P., Zhou, H. and Jiao, L. "", IEEE Trans. on Geoscience and Remote Sensing. 2023, Vol. 61, 1-13. []

Wang, G., Zhang, X., Zhu, P., Tang, X., Chen, P., Jiao, L.C. and Zhou, H. "", IEEE Trans. on Geoscience and Remote Sensing. 2023, Vol. 61, 5614714.

Wang, X., Zhang, Z., Jing, S. and Zhou, H. "", IEEE Geoscience and Remote Sensing Letters. 2023, Vol. 20, 6007305.

Gao, F., Huang, H., Yue, Z., Li, D., Ge, S.S., Lee, T.H. and Zhou, H. "", IEEE Trans. on Geoscience and Remote Sensing. 2023, Vol. 61, 5214814. []

Chen, Y., Zhou, H., Li, T., Li, J. and Zhou, H. "", IEEE Internet of Things Journal. 2023, 10(24), 21595-21606. 

Lu, Z., Zhu, T., Zhou, H., Zhang, L. and Jia, C. "", Electronics. 2023, 12(17), 3553.

Du, D., Zhang, C., Zhang, J., Sun, Q., Fei, M. and Zhou, H. "", IEEE Trans. on Control of Network Systems. 2024, 11(2), 623-634. 

Li, Z., Zhang, S., Zhang, Z., Meng, Q., Liu, Q. and Zhou, H. "", Computer Vision and Image Understanding. 2023, Vol. 234, 103740.

Wu, J., Wei, Z., Zhang, J., Guo, X., Jia, D., Xu, J., Zhang, Y., Li, Q. and Zhou, H. "", IEEE Trans. on Antennas and Propagation. 2023, 71(12), 9799-9813. [] [Source code]

Mousavirad, S.J., Schaefer, G., Zhou, H. and Moghadam, M.H. "", Knowledge-Based Systems. 2023, Vol. 272, 110587. 

Huang, H., Gao, F., Wang, J., Hussain, A. and Zhou, H. "", IEEE Geoscience and Remote Sensing Letters. 2023, Vol. 20, 4005205. 

Lan, W., Yang, T., Chen, Q., Zhang, S., Dong, Y., Zhou, H. and Pan Y. "", IEEE Trans. on Neural Networks and Learning Systems. 2024, 35(8), 11382-11395. [] []

Du, S., Zhu, H., Zhang, Y., Wang, D., Shi, J., Xing, N., Lin, G. and Zhou, H. "", Applied Sciences. 2023, 13(8), 5020. 

Yang, L., Qiao, C., Zhou, H., Calhoun, V.D., Stephen, J.M., Wilson, T.W. and Wang, Y. "", IEEE Trans. on Biomedical Engineering. 2023, 70(8), 2404-2415. []

Chen, Y., Yang, H., Wang, X., Wang, Q. and Zhou, H. "", Entropy. 2023, 25(3), 461.

Chen, M., Liao, J., Zhu, D., Zhou, H., Zou, Y., Zhang, S. and Liu, L. "", Computers and Electronics in Agriculture. 2023, Vol. 207, 107717. 

Geballa-Koukoula, A., Ross, G.M.S., Bosman, A.J., Zhao, Y., Zhou, H., Nielen, M.W.F., Rafferty, K., Elliott, C.T. and Salentijn, G.IJ. "", Trends in Analytical Chemistry. 2023, Vol. 161, 116986. 

Wang, Y., Liu, M., Ma, H., Fan, S., Zhou, H., Ju, S., Wang, X. and Yang, Q. "", Information Sciences. 2023, Vol. 630, 713-726.

Zhao, Z., Liu, Y., Zeng, Z., Chen, Z. and Zhou, H. "", IEEE Trans. on Smart Grid. 2023, 14(5), 4047-4059. [] [] []

Qin, X., Niu, Y., Zhou, H., Li, X., Jia, W. and Zheng, Y. "", International Journal of Neural Systems. 2023, 33(3), 2350009.

Chen, F., Balzter, H., Zhou, F., Ren, P. and Zhou, H. "". IEEE Trans. on Geoscience and Remote Sensing. 2023, Vol. 61, 1-17. [] []

Montes, F., Blanco, M., Useche, A., Sanchez-Franco, S., Caro, C., Tong, L., Li, J., Zhou, H., Murray, J.M., Sarmiento, O., Kee, F. and Hunter, R.F. "". Scientific Reports. 2023, 13, 3017. [] []

Zhao, Y., Ferguson, S., Zhou, H., Elliott, C. and Rafferty, K. "", IEEE Trans. on Image Processing. 2022, Vol. 31, 6591-6604. [] [ and ]

Gao, F., Huo, Y., Sun, J., Yu, T., Hussain, A. and Zhou, H. "", IEEE Trans. on Geoscience and Remote Sensing. 2022, Vol. 60, 1-28.

Wu, X., Zhou, W., Fei, M. and Zhou, H. "", Cluster Computing. 2024, Vol. 27, 411-441.

Xu, F., Qiao, C., Zhou, H., Calhoun, V.D., Stephen, J.M., Wilson, T.W. and Wang, Y. "", Neural Networks. 2023, Vol. 159, 185-197.

Ross, G., Zhao, Y., Bosman, A.J., Geballa-Koukoula, A.G., Zhou, H., Elliott, C., Nielen, M.W.F., Rafferty, K. and Salentijn, G.I.J. "", Trends in Analytical Chemistry. 2023, Vol. 158, 116863.

Yan, Y., Zhang, Y., Gao, F., Sun, J., Hussain, A. and Zhou, H. "", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2022, Vol. 15, 9566-9583.

Zhang, X., Wu, D., Zhu, D. and Zhou, H. "", IEEE Geoscience and Remote Sensing Letters. 2022, Vol. 19, 1-5.

Sun, H., Lang, W., Xu, C., Qi, Y., Geng, L., Liu, N. and Zhou, H. "", Signal Processing: Image Communication. 2023, Vol. 110, 116885. []

O.P. Singh, A.K. Singh and Zhou, H. "", IEEE Intelligent Systems. 2023, 38(4), 53-61. []

Ren, X., Zheng, X., Cui, L., Wang, G. and Zhou, H. "", Applied Intelligence. 2023, Vol. 53, 12114-12131.

Ren, X., Zheng, X., Zhou, H., Liu, W. and Dong, X. "", International Journal of Intelligent Systems. 2022, 37(12), 12192-12211. 

Tate, C., Kumar, R., Murray, J.M., Sanchez-Franco, S., Sarmiento, O.L., Montgomery, S.C., Zhou, H., Ramalingam, A., Krupka, E., Kimbrough, E., Kee, F. and Hunter, R.F. "", Scientific Reports. 2022, 12, 15247.

Gao, F., Xu, J., Lang, R., Wang, J., Hussain, A. and Zhou, H. "", Remote Sensing. 2022, 14(18), 4583.

Du, D., Wu, L., Zhang, C., Fei, Z., Yang, L., Fei, M. and Zhou, H. "", IEEE Trans. on Instrumentation and Measurement. 2022, Vol. 71, 3524314. []

Zhao, Y., Ferguson, S., Zhou, H. and Rafferty, K. "", Signal, Image and Video Processing. 2023, Vol. 17, 1429-1437. [] []

Wang, X., Chen, C., Lan, R., Liu, L., Zhou, H. and Luo X. "", ACM Trans. on Multimedia Computing, Communications, and Applications. 2022, 18(3s), Article No.: 137. [] []

Li, F., Yu, S., Li, G., Yang, M. and Zhou, H. "", International Journal of Intelligent Systems. 2022, 37(11), 9480-9507.

Li, F., Cui, Y., Wang, J., Zhou, H., Wang, X. and Yang, Q. "", International Journal of Intelligent Systems. 2022, 37(11), 9442-9460.

Chen, R., Zhou, W., Li, Y. and Zhou, H. "", IEEE Trans. on Circuits and Systems for Video Technology. 2022, 32(12), 8703-8716. [] []

Chen, Y., Ma, J., Wang, X., Zhang, X. and Zhou, H. "", International Journal of Intelligent Systems. 2022, 37(11), 8947-8967. []

Chen, L., Zhou, F., Wang, S., Dong, J., Li, N., Ma, H., Wang, X. and Zhou, H. "", Pattern Recognition. 2022, Vol. 132, 108926. [] []

Lang, W., Sun, H., Xu, C., Liu, N. and Zhou, H. "", Journal of Visual Communication and Image Representation. 2022, Vol. 87, 103592. []

Li, T., Rong, S., Chen, L., Zhou, H. and He, B. "", IEEE Journal of Oceanic Engineering. 2024, 49(1), 262-278. [] [ and ]

Wang, X., Mao, Z., Shi, A., Zhang, Z. and Zhou, H. "", IEEE Geoscience and Remote Sensing Letters. 2022, Vol. 19, 6512905. []

Liu, Z., Tong, L., Jiang, Z., Chen, L., Zhou, F., Zhang, Q., Zhang, X., Jin, Y. and Zhou, H. "", Complex & Intelligent Systems. 2023, Vol. 9, 1001-1026. [] []

Gao, F., Tu, J., Wang, J., Hussain, A. and Zhou, H. "", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2022, 15, 3992-4003.

Lei, X., Fei, Z., Zhou, W., Zhou, H. and Fei, M. "", IEEE Trans. on Multimedia. 2023, Vol. 25, 4439-4454. [] []

Xiong, P., Long, C., Zhou, H., Zhang, X. and Shen, X. "", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2022, Vol. 15, 4248-4263. []

Singh, O.P., Singh, A.K., Agrawal, A.K. and Zhou, H. "", Computer Communications. 2022, Vol. 191, 368-377.

Tong, L., Corrigan, A., Kumar, N.R., Hallbrook, K., Orme, J., Wang, Y. and Zhou, H. "", Scientific Reports. 2022, 12: 7894. []

Anand, A., Singh, A. and Zhou, H. "", IEEE Trans. on Industrial Informatics. 2023, 19(1), 849-856.

Du, D., Zhang, C., Li, X., Fei, M. and Zhou, H. "", IEEE Trans. on Industrial Informatics. 2023, 19(1), 351-361. [] []

Wang, Y., Wang, Z., Zhao, M., Han, X., Zhou, H., Wang, X., and Koe, A., "", Information Sciences. 2022, Vol. 601, 1-17.

Jiang, Z., Liu, Z., Chen, L., Tong, L., Zhang, X., Lan, X., Crookes, D., Yang, M.-H. and Zhou, H. "", IEEE Trans. on Neural Networks and Learning Systems. 2023, 34(12), 9806-9820. [] []

Wei, Z., Liang, D., Zhang, D., Zhang, L., Geng, Q., Wei, M. and Zhou, H. "", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2022, Vol. 15, 2721-2733. [] []

Lv, X., Zhang, S., Liu, Q., Xie, H., Zhong, B. and Zhou, H. "", Computer Vision and Image Understanding. 2022, Vol. 218, 103403. []

Li, T., Rong, S., Zhao, W., Chen, L., Liu, Y., Zhou, H. and He, B. "", Optics Express. 2022, 30(4), 6216-6235.

Li, F., Liu, Z., Wang, Y., Wu, N., Yu, J., Gao, C. and Zhou, H. "", J. of Ambient Intelligence and Humanized Computing. 2022, Vol. 13, 1353-1362.

Li, F., Yu, X., Cui, Y., Yu, S., Sun, Y., Wang, Y. and Zhou, H. "", Computer Communications. 2022, Vol. 186, 110-120.

Tong, L., Liu, Z., Jiang, Z., Zhou, F., Chen, L., Lyu, J., Zhang, X., Zhang, Q., Sadka, A., Wang, Y., Li, L. and Zhou, H. "", IEEE Trans. on Affective Computing. 2023, 14(3), 1898-1911. [] []

Liang, D., Geng, Q., Sun, H., Zhou, H. and Kaneko, S. "", Multimedia Tools and Applications. 2022, Vol. 81, 35411-35430. [] []

Liu, W., Liu, W., Shen, N., Xue, Z., Xie, N., Chen, J. and Zhou, H. "", International Journal of Production Economics. 2022, Vol. 245, 108409.

Li, F., Yu, X., Ge, R., Wang, Y., Yang, C. and Zhou, H. "", Big Data Mining and Analytics, 2022, 5(1), 1-14.

Yu, X., Chen, X., Amrute-Nayak, M., Allgeyer, E., Zhao, A., Chenoweth, H., Clement, M., Harrison, J., Doreth, C., Sirinakis, G., Krieg, T., Zhou, H., Huang, H., Tokuraku, K., Johnston, D., Mallat, Z. and Li, X. "", Nature. 2021, Vol. 594, 560-565. []

Liang, D., Geng, Q., Wei, Z., Vorontsov, D.A., Kim, E.L., Wei, M. and Zhou, H. "", IEEE Trans. on Geoscience and Remote Sensing. 2022, Vol. 60, 1-13. [] []

Wang, X., Duan, L., Ning, C. and Zhou, H. "", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2021, Vol. 15, 422-439. []

Ren, P., Li, F., Wag, Y., Zhou, H. and Liu, P. "", International Journal of Intelligent Systems. 2022, 37(8), 5290-5324.

Chen, F., Zhang, A., Balzter, H., Ren, P. and Zhou, H. "", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2022, Vol. 15, 533-5554. [] []

Yang, D., Ye, B., Zhang, W., Zhou, H. and Qian, X. "", Security and Communication Networks. 2021, Article ID 9635411.

Yi, C., Zhang, S., Jiang, F., Liu, J., Ding, Z., Yang, C. and Zhou, H. "", IEEE Trans. on Cognitive and Developmental Systems. 2023, 15(4), 2089-2098. []

Chen, Y., Dong, S., Li, T., Wang, Y. and Zhou, H. "", IEEE Trans. on Information Forensics & Security. 2021, Vol. 16, 5239-5249. []

Gao, F., Huo, Y., Wang, J., Hussain, A. and Zhou, H. "", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2021, Vol. 14, 11352-11371.

Xiong, P., Long, C., Zhou, H., Battiston, R., De Santis, A., Ouzounov, D., Zhang, X. and Shen, X. "", Frontiers in Environmental Science. 2021, 9: 779255. []

Fei, Z., Yang, E., Yu, L., Li, X., Zhou, H. and Zhou, W. "", Neurocomputing. 2022, 468, 306-316. []

Zhao, H., Sun, X., Dong, J., Manic, M., Zhou, H. and Yu, H. "", International Journal of Machine Learning and Cybernetics. 2022, 13(5), 1213-1230. [] []

Shamsolmoali, P., Zareapoor, M., Chanussot, J., Zhou, H. and Yang, J. "", IEEE Trans. Geoscience and Remote Sensing. 2022, Vol. 60, 1-14. []

Yue, Z., Gao, F., Xiong, Q., Sun, J., Hussain, A. and Zhou, H. "", Neurocomputing. 2021, Vol. 465, 215-227. []

Chen, Y., Sun, J., Yang, Y., Li, T., Niu, X. and Zhou, H. "", International Journal of Intelligent Systems. 2022, 37(2), 1204-1221. []

Du, D., Zhang, C., Li, X., Fei, M., Yang, T.C. and Zhou, H. "", IEEE Trans. on Cybernetics. 2022, 52(12), 13609-13622. [] []

Shamsolmoali, P., Chanussot, J., Zareapoor, M., Zhou, H. and Yang, J. "", IEEE Trans. on Geoscience and Remote Sensing. 2022, Vol. 60, 1-13. [] [Source code is coming]

Sun, H., Cen, J., Liu, N., Liang, D. and Zhou, H. "", IET Image Processing. 2021, 15(13), 3281-3291. [] []

Zhou, F., Jiang, Z., Liu, Z., Chen, F., Chen, L., Tong, L., Yang, Z., Wang, H., Fei, M., Li, L. and Zhou, H. "", IEEE Trans. on Circuits and Systems for Video Technology. 2022, 32(5), 2787-2801. [] []

Sun, X., Chen, C., Wang, X., Dong, J., Zhou, H. and Chen, S. "", IEEE Trans. on Circuits and Systems for Video Technology. 2022, 32(5), 2937-2948. [] []

Wu, D., Zhu, D., Sheng, M., Li, N. and Zhou, H. "", IEEE Trans. on Geoscience and Remote Sensing. 2022, Vol. 60, 1-18. []

Zhang, T., Zhang, X., Zhu, P., Tang, X., Li, C., Jiao, L.-C. and Zhou, H. "", IEEE Trans. on Cybernetics. 2022, 52(10), 10999-11013. [] []

Ju, Y., Jian, M., Guo, S., Wang, Y., Zhou, H. and Dong, J. "", IEEE Trans. on Instrumentation & Measurement. 2021, Vol. 70, pp. 1-13. [] []

Sun, Y., Huang, X., Zhou, H. and Zhang, Q. "", Medical Image Analysis. 2021, 72, 102142. [] []

Li, F., Wang, Y., Ju, H., Yu, X., Wang, Z. and Zhou, H. "", EURASIP Journal on Wireless Communications and Networking. 2021, 120.

Jiang, Z., Zhou, F., Zhao, A., Li, X., Li, L., Tao, D., Li, X. and Zhou, H. "", IEEE Transactions on Image Processing. 2021, Vol. 30, 5490-5504. [] []  

Zhang, Z., Sun, J., Zhou, H. and Xu, C. "", Remote Sensing. 2021, 13(10), 1920. []

Gan, Y., Dong, X., Zhou, H., Gao, F. and Dong, J. "", IEEE Transaction on Cybernetics. 2022, 52(8), 8587-8600. [] []

Gao, Y., Feng, X., Zhang, T., Rigall, E., Zhou, H., Qi, L. and Dong, J. "", IEEE Transaction on Circuits and Systems for Video Technology. 2022, 32(3), 1552-1563. [] []

Feng, S., Zhou, H. and Dong, H. "", Computational Materials Science. 2021, Vol. 195, 110476. []

Wang, X., Duan, L., Shi, A. and Zhou, H. "", IEEE Geoscience and Remote Sensing Letters. 2022, Vol. 19, 1-5. [] []

Yi, C., Jiang, F., Zhang, S., Guo, H., Yang, C., Ding, Z., Wei, B. Lan, X. and Zhou, H. "", IEEE Trans. on Circuits and Systems for Video Technology. 2022, 32(5), 2592-2602. [, source code] []

He, Y., Gao, F. Wang, J., Hussain, A., Yang, E. and Zhou, H. "", IEEE J. of Selected Topics in Applied Earth Observations and Remote Sensing. 2021, 14(3), 3846-3859. [] []

Liu, Z., Tong, L., Chen, L., Zhou, F., Jiang, Z., Zhang, Q., Wang, Y., Shan, C., Li, L. and Zhou, H. "", IEEE Trans. on Medical Imaging. 2021, 40(7), 1763-1777. [] []

Alkan, A., Abdullah, M., Abdulah, H., Assaf, M. and Zhou, H. "", Turkish Journal of Agriculture and Forestry. 2021, 45, 717-729. []

Lu, L., Zhu, H., Dong, J., Ju, Y. and Zhou, H. "", Sensors. 2021, 21(6), 2131. []

Zhao, A., Dong, J., Li, J., Qi, L. and Zhou, H. "", IEEE Trans. on Multimedia. 2022, Vol. 24, 846-860. [] []

Xiong, P., Zhai, D., Long, C., Zhou, H., Zhang, X. and Shen, X. "", Space Weather. 2021, 19(4), e2020SW002706. []

Liu, L., Zhou, W., Fei, M., Yang, Z., Yang, H. and Zhou, H. "", IEEE Trans. on Cybernetics. 2022, 52(9), 8753-8769. [] []

Zhao, A., Dong, J., Qi, L., Zhang, Q., Li, N., Wang, X. and Zhou, H. "", IEEE Trans. on Cybernetics. 2022, 52(9), 9439-9453. [] []

Li, F., Ren, P., Yang, G., Sun, Y., Wang, Y., Wang, Y., Li, S. and Zhou, H. "", Security and Communication Networks. 2021, article ID 6670847.

Xiong, P., Tong, L., Zhang, K., Shen, X., Battiston, R., Ouzounov, D., Iuppa, R., Crookes, D., Long, C. and Zhou, H. "", Science of the Total Environment. 2021, 771, 145256. [] []

Xu, W., Chu, J., Yu, X. and Zhou, H. "", KSII Transactions on Internet and Information Systems. 2021, 15(2), pages 673-694.

Shamsolmoali, P., Zareapoor, M., Granger, E., Zhou, H., Wang, R., Celebi, E.M. and Yang, J. "", Information Fusion. 2021, Vol. 72, pages 126-146. [] []

Liu, K., Hu, X., Zhou, H., Tong, L., Widanage, W. and Macro, J. "", IEEE/ASME Trans. on Mechatronics. 2021,26(6), 2944-2955. []

Feng, S., Fu, H., Zhou, H., Wu, Y., Lu, Z. and Dong, H. "", npj Computational Materials. 2021, 7, 10. []

Wang, X., Wang, S., Ning, C. and Zhou, H. "", IEEE Trans. on Geoscience and Remote Sensing. 2021, 59(9), 7918-7932. [] []

Lv, Q., Sun, X., Chen, C., Dong, J. and Zhou, H. "", IEEE Trans. on Intelligent Transportation Systems. 2022, 23(5), 4432-4444. []

Liao, J., Wang, Y., Yin, J., Bi, L., Zhang, S., Zhou, H. and Zhu, D. "", Transaction of the ASABE. 2021, 64(2), 389-399.

Tu, J., Gao, F., Sun, J., Hussain, A. and Zhou, H. "", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2021, 14, 314-326. []

Yu, X., Li, F., Li, T., Wu, N., Wang, H. and Zhou, H. "", Journal of Ambient Intelligence and Humanized Computing. 2022, 13, 1405-1417.

Chen, L., Jiang, Z., Tong, L., Liu, Z., Zhao, A., Zhang, Q., Dong, J. and Zhou, H. "", IEEE Trans. on Circuits and Systems for Video Technology. 2021, 31(8), 3078-3092. [] []

Shamsolmoali, P., Zareapoor, M., Zhou, H., Wang, R. and Yang, J. "", IEEE Trans. on Geoscience and Remote Sensing. 2021,59(6), 4673-4688. [] []

Li, F., Liu, Z., Li, T., Ju, H., Wang, H. and Zhou, H. "", International Journal of Intelligent Systems. 2022, 37(12), 10049-10065.

Xu, Z., Chang, W., Zhu, Y., Dong, L., Zhou, H. and Zhang, Q. "", IEEE Trans. on Multimedia. 2021, Vol. 23, 1542-1556. [] []

Sun, X., Xu, H., Dong, J., Zhou, H., Li, Q. and Chen, C. "", IEEE Trans. on Industrial Electronics. 2021, 68(4), 3588-3598. [] []

Lan, X., Zhang, D., Zhang, S., Deepak, J. and Zhou, H. "", IEEE Trans. on Industrial Informatics. Published online. []

Hong, X., Li, H., Miller, P., Zhou, J., Li, L., Crookes, D., Lu, Y., Li, X. and Zhou, H. "", IEEE Trans. on Knowledge and Data Engineering. 2021, 33(3), 882-896. [] []

Li, F., Ge, R., Zhou, H., Wang, Y., Li, T. and Liu, Z. "", Concurrency and Computation: Practice and Experience. 2022, 34(16), e5739. []

Yue, Z., Gao, F., Xiong, Q., Wang, J., Huang, T., Yang, E. and Zhou, H. "", Cognitive Computation. 2021, 13(4),795-806. []

Conferences

Wang, X., Zhou, J., Zhou, H., Dong, J. and Li, Y. "HRGR: Enhancing image manipulation detection via hierarchical region-aware graph reasoning", Proc. of IEEE ICME, Nantes, France, 30 June - 4 July, 2025. []   

Yang, Z., Jiang, Z., Li, X., Zhou, H., Dong, J., Zhang, H. and Du, Y. "", Proc. of ECCV, Milano, Italy, 28 Sep. - 4 Oct., 2024. []

Zareapoor, M., Shamsolmoali, P., Zhou, H., Lu, Y. and Garcia, S. "", Proc. of ACM MM, Melbourne, Australia, 28 Oct. - 1 Nov., 2024.

Zhang, Y., Li, Y., Peng, B.,, Zhou, J., Zhou, H. and Dong, J. "", Proc. of BMVC, Glasgow, UK, 25-28 Nov., 2024.

Wu, C., Wang, C., Wang, Y., Zhou, H., Zhang, Y., Wang, Q. and Wang, S. "", Proc. of MICCAI, Marrakesh, Morocco, 6-10 Oct, 2024. [] []

Xie, C., Li, N., Wu, H. and Zhou, H. "", Proc. of CBASE, Hangzhou, China, 11-13 Oct, 2024.

Ren, T., Yu, W., Chen, M., Zhao, A. and Zhou, H. "", Proc. of NLPCC, Hangzhou, China, 1-3 Nov, 2024.

Xing, X., Zhou, H., Fang, Y. and Yang, G. "", Proc. of ISBI, Athens, Greece, 27-30 May, 2024. []

Xie, C., Li, N., Wu, H. and Zhou, H. "", Proc. of RAIIC, Mianyang, China, 5-7 July, 2024.

Zhang, J., Zhou, H. and Lv, N. "", Proc. of ICIP, Abu Dhabi, United Arab Emirates, 27-30 Oct, 2024.

Zhang, Y., Fei, Z., Zhou, W., Fei, M. and Zhou, H. "", Proc. of LSMS, Suzhou, China, 13-15 Sep 2024.

Xu, J., Du, D., Zhang, Y. and Zhou, H. "", Proc. of LSMS, Suzhou, China, 13-15 Sep 2024.

Yang, X., Zhou, F. and Zhou, H. "", Proc. of ICASSP, Seoul, Korea, 14-19 April, 2024. []

Yin, Z., Sun, H., Liu, N., Zhou, H. and Shen, J. "", Chinese Conference on Pattern Recognition and Computer Vision, Xiamen, China, Oct, 2023. []

Zhou, M., Li, N., Miao, L. and Zhou, H. "", Int'l Confer. on Comput. Vis. and Patt. Analy., Hangzhou, China, 2023.

Cui, W., Zhang, Y., Wu, H., Zhou, H., Zeng, L., Chong, B.S., Ji, Q., Zhang, Q. and Wang, Y. "ACT-Tooth: Semi-supervised tooth volume segmentation in CBCT images based on asymmetric CNN-Transformer Network and cross consistency", Asia Pacific Bioinformatics Conference, Changsha, China, 14 April, 2023. []

Guan, X., Sun, H., Liu, N. and Zhou, H. "", British Machine Vision Conference (BMVC), London, UK, 21-24 Nov., 2022. [] [] []

Qi, Y., Sun, H., Liu, N. and Zhou, H. "", The Pacific Rim International Conference on Artificial Intelligence, Shanghai, China, 10-13 Nov., 2022. []

Cui, W., Wang, Y., Zhang, Y., Zhou, H., Chong, B., Zeng, L. and Zhang, Q. "", The MICCAI Workshop on Data Augmentation, Labelling and Imperfections, Singapore, 22 September, 2022. []

Li, Y., Wang, X., Dong, L., Ye, J., Wang, L., Ge, R. Zhou, H. and Zhang, Q. "", The MICCAI Workshop on Computational Mathematics Modellling in Cancer Analysis, Singapore, 18 September, 2022.

Li, Y., Dan, R., Wang, S., Cao, Y., Luo, X., Tan, C., Jia, G., Zhou, H., Wang, Y. and Wang, L. "Plug-and-play shape refinement framework for multi-site and lifespan brain skull stripping", The MICCAI Workshop on Machine Learning in Medical Imaging, Singapore, 18 September, 2022. []

Lin, Y., Sun, H., Liu, N., Bian, Y., Cen, J. and Zhou, H. "", International Conference on Artificial Neural Networks (ICANN), Bristol, United Kingdom, 6-9 September, 2022. [] []

Li, Y., Wang, Y., Zhou, H., Wang, H., Jia, G. and Zhang, Q. "", International Conference on Intelligent Robotics and Applications (ICIRA), Harbin, China, 1-3 August, 2022. []

Cui, W., Wang, Y., Zhang, Q., Zhou, H., Song, D., Zuo, X., Jia, G. and Zeng, L. "", International Conference on Intelligent Robotics and Applications (ICIRA), Harbin, China, 1-3 August, 2022. []

Lin, Y., Sun, H., Liu, N., Bian, Y., Cen, J. and Zhou, H. "", International Conference on Pattern Recognition (ICPR), Montreal, Canada, 21-25 August, 2022. [] []

Shamsolmoali, P., Zareapoor, M., Yang, J., Granger, E. and Zhou, H. "", International Conference on Pattern Recognition (ICPR), Montreal, Canada, 21-25 August, 2022. []

Wang, G., Zhang, X., Peng, Z., Tang, X., Zhou, H. and Jiao, L. "", 31st International Joint Conference on Artificial Intelligence (IJCAI), Vienna, Austria, 23-29 July, 2022. [] []

Xia, G., Zhang, Y., Ge, L. and Zhou, H. "", IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), Bilbao, Spain, 15-17 June, 2022.

Miao, L., Li, N., Zhou, M. and Zhou, H. "", International Conference on Computer Graphics, Artificial Intelligence, and Data Processing (ICCAID), 18 March, 2022.

Zhou, M., Li, N., Miao, L. and Zhou, H. "", International Conference on Computer Graphics, Artificial Intelligence, and Data Processing (ICCAID), 18 March, 2022.

Liang, D., Li, L., Wei, M., Yang, S., Zhang, L., Yang, W., Du, Y. and Zhou, H. "", 36th AAAI Conference on Artificial Intelligence, Vancouver, Canada, 21-28 Feb, 2022. [] []

Yang, D., Ye, B., Chen, Y., Zhou, H. and Qian, X. ", International Conference on Information Security Practice and Experience (ISPEC), Nanjing, China, 19-21 December, 2021.

Chen, L., Jiang, Z., Almeida, T.P., Schlindwein, F.S., Shoker, J.S., Ng, G.A., Zhou, H. and Li, X. "", Computing in Cardiology (CiC), Brno, Czech Republic, 12-15 September, 2021. []

Sun, H., Bian, Y., Liu, N. and Zhou, H. "Multi-scale edge-based U-shape network for salient object detection", the Pacific Rim International Conference on Artificial Intelligence (PRICAI), 8-12 November, 2021, Hanoi, Vietnam. [] []

Sun, H., Lin, L., Liu, N. and Zhou, H. "", the Pacific Rim International Conference on Artificial Intelligence (PRICAI), 8-12 November, 2021, Hanoi, Vietnam. [] []

Zhang, X., Peng, Z., Zhu, P., Zhang, T., Li, C., Zhou, H. and Jiao, L. "", ACM International Conference on Multimedia (ACM MM), pages 5463-5472. 20-24 Oct, 2021, Chengdu, China. []

Geng, Q., Liang, D., Zhou, H., Zhang, L., Sun, H. and Liu, N. "", IEEE International Conference on Automatic Face and Gesture Recognition (FG), 15-18 Dec., 2021.

Chen, Z., Wang, S., Hu, Y., Zhou, H., Shen, Y. and Li, X. "", International Conference on Neural Neural Computing for Advanced Applications (NCAA), 27-30Aug. 2021, Guangzhou, China.

Liang, D., Wei, Z., Sun, H. and Zhou, H. "", IEEE International Conference on Multimedia and Expo (ICME), 5-9 July, 2021. []

Preprints

Wang, Y., Zhang, Y., Chen, X., et al. "STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation",  []

Yang, X., Liu, L., Zhou, W., Shi, J., Zhang, Y., Hu, X. and Zhou, H. "Dynamic event-triggered discrete-time linear time-varying system with privacy-preservation", []

Zhou, F., Yang, X., Chen, F., Chen, L., Jiang, Z., Zhu, H., Heckel, R., Wang, H., Fei, M. and Zhou, H. "Cross-skeleton interaction graph aggregation network for representation learning of mouse social behaviour", []

Li, Y., Dan, R., Wang, S., Cao, Y., Luo, X., Tan, C., Jiang, G., Zhou, H., Wang, Y. and Wang, L. "Source-free domain adaptation for multi-site and lifespan brain skull stripping", []

Alon, Y. and Zhou, H. "Neuroplastic graph attention networks for nuclei segmentation in histopathology images", []

Zhao, Y., Ferguson, S., Zhou, H., Elliott, C. and Rafferty, K. "Colour alignment for colour relative constancy via non-standard references", []

Li, Y., Li, J., Dan, R., Wang, S., Jin, K., Zeng, G., Wang, J., Pan, X., Zhang, Q., Zhou, H., Jin, Q., Wang, L. and Wang, Y. "Dispensed transformer network for unsupervised domain adaptation", []

Sun, Y., Lopez, G., Wang, Y., Huang, X. Zhou, H. and Zhang, Q. "Structure-aware scale-adaptive network for cancer segmentation in whole-slide images", []

Sun, Y., Huang, X., Wang, Y., Zhou, H. and Zhang, Q. "Magnification-independent histopathological image classification with similarity-based multi-scale embeddings", []

Alon, Y., Yu, X. and Zhou, H. "Synthetic generation of three-dimensional cancer cell models from histopathological images", []

Alon, Y. and Zhou, H. "Multi-agent reinforcement learning for unmanned aerial vehicle coordination by multi-critic policy gradient optimization", [] [] []

Chen, L., Tong, L., Zhou, F., Jiang, Z., Li, Z., Lv, J., Dong, J. and Zhou, H. "A benchmark dataset for both underwater image enhancement and underwater object detection", []

Patents

Li, F., Li, G., Wang, J., Cui, X., Zhou, H. and Zhao, G. "Lattice based unique ring signature digital signature method", CN202311344053.0, 15th Dec. 2023.

Li, F., Liu, H., Wang, P., Yu, X. and Zhou, H. "A ciphertext training method based on BGV homomorphic encryption", CN202310771312.1, 17th Nov. 2023.

Li, F., Liu, H., Yu, X., Li, G. and Zhou, H. "Soft attention mechanism learning method based on position encoding", CN202310826639.4, 29th Sep. 2023.

Li, F., Liu, H., Wang, P., Zhang, D. and Zhou, H. "A residual attention learning method based on feature activation reinforcement", CN202310826638.X, 29th Sep. 2023.

Wang, Y., Liu, M., Zhao, M., Li, T., Zhou, H. and Li, F. "A hub-based efficient dazed transmission method", CN202211364863.8, 3rd Feb. 2023.

Li, F., Wang, J.H., Li, G., and Zhou, H. "Identity-based strong forward secure signature method on lattice", CN202210693582.0, 6th Sep. 2022.

Li, F., Li, G., Ge, J., Zhou, H., Yang, M. and Cui, Y. "A safe method for longitudinal federated width learning", CN202211270637.3, 2nd May 2022.

Zhang, X., Jiao, L.-C., Ma, W., Han, X.,, Zhou, H., Hou, B., Yang, S. and Ma, W. "Road extraction method based on fully convolutional neural network ensemble learning", CN201810193120.6, 3rd Sep. 2021.

Zhang, X., Jiao, L.-C., Hou, W., Tang, X., Zhu, P., Zhou, H. and Ma, W. "Remote sensing ship detection method and process based on feature pyramid and distance constrained FCN", CN201811524239.3, 4th May 2021.

PhD opportunities:

• Dissecting disparities in response to immunotherapies in under-represented patients with head and neck cancer by integrative omics and machine learning. Application deadline (closed): 10th Jan 2025. []
• Developing a deep learning-based model to predict rehabilitation outcomes in underserved groups living with multiple long-term conditions. Application deadline (closed): 7th Feb 2025. []
• Development of multi-modality learning techniques for early chemical anomaly detection. Application deadline (closed): 18th Feb 2025. []
• A multimodal fine-funded foundation model to support precision medicine of mesothelioma.  Application deadline: 10th April 2025. []

Current PhD/MPhil Students: 

• M. Xu, "Bio-inspired visual neural networks and applications" (Prof. S. Yue and Dr. D. Hao).
• A. Alqahtani, "Multi-aspect structured dialogue summarization" (with Drs. E. Tadjouddine and F. Chen). 
• M. Li, "AI-driven interaction accelerators and mental models" (with Dr. G. Kefalidou). 
• Y. Zhu, "Deep learning for imbalanced classification" (with Prof. R. Raman). 
• X. Yang, "Social behaviour analysis of mice" (with Dr. N. Leong).
• E. Jones, "Effective detection anxiety among adolescents" (with Dr. S. Gong).
• Z. Li, "Detection of tiny objects in large areas by remote sensing" (with Prof. L. Liu).
• T. Portilho, "Use of artificial intelligence to treat mental health in prison" (with Dr. E. Palmer).
• D. Anderson, "Machine Learning" (with Drs. R. Free and R. Bailey).
• S. Hoare, "Graph model" (with Prof. R. Heckel).
• J. Rogel, Bioinformatics (with Prof. D. Fennell).
• G. Xia, Telecommunication with AI (with Dr. B. Ji and Prof. Y. Zhang).
• H. Zhang, NOMA variants (with Dr. Y. Zhang).

Past PhD/MPhil Students:

• Z. Liu, "Deep medical image analysis from low-resource shape coding" (with Prof. B. Yang). Passed the viva and now with University of Edinburgh. 
• W. Yu, "Glaucoma visual field quantification with an eye tracker" (with Prof. H. Yang). Passed the viva.
• L. Deng, "Crowd counting via deep learning" (with Dr. D. Hao). Passed the viva. 
• S. Zhang, "How Chinese college students' acceptance to mental health misinformation on Weibo changes over time" (with Dr. Y. Zhu). Passed the viva.
• L. Tong, “Cell line authentication” (with Prof. H. Yang and Dr. Y. Wang). Passed the viva and working at AstraZeneca Ltd. 
• F. Zhou, "Automated mouse pose estimation and social behaviour modelling" (with Prof. R. Heckel). Passed the viva and working at University of Liverpool.
• Y. Alon, "Detection of cancer areas in histopathological images" (with Prof. R. Raman). Passed the viva.
• F. Chen, "Automating oil spill detection and identification" (with Prof. H. Balzter). Passed the viva.
• J. Lyu, "Automated classification of mild cognitive impairment" (with Prof. Y. Zhang). Passed the MPhil viva and PhD student at Ulster University. 
• L. Chen, “Deep learning based underwater object detection” (with Prof. R. Raman). Passed the viva and post-doctorate at University College London. []
• S. Lu, "Machine Learning" (with Prof. Y. Zhang). PhD awarded.
• H. Du, "Machine learning for data stream mining in changing environments" (with Prof. R. Raman). PhD awarded and post-doctorate at Dublin City University, Ireland. []
• Z. Jiang, Mouse behaviour analysis. PhD awarded and now Lecturer at Â鶹ÊÓƵ. []
• B. Cham, "Automated identification of early Alzheimer's disease" (with Dr. R. Zare). 9/2021-9/2022.

Current Post-Doctorates/RA:

• Dr. Amin Khalili, "3d point of cloud tree species identification", Co-supervisor, 2025-2027.
• Dr. Rui Qin, "Early detection and personalised disease prediction of inflammatory arthritis", 2023-2025.
• Dr. Abbas Alatrany, "Retinal-cardiac study", Co-supervisor, 2023-2026.  
• Mr. Udo, A. and Yu, P., "Belt conveyor system", 2024.

Past Post-Doctorates/RA:

• Dr. B. Li, , 2021-2023. Working at Ocean University of China.
• Dr. N. Elmrabit, , 2018-2020. Now, a Lecturer at Glasgow Caledonia University.
• J. Bretherick, , 2020-2021. Now, a PhD student at School of Psychology, Cardiff University.

Academic Visitors:

• Mr. Dennis Dome, United States International University - Africa, Kenya, 2025-2026.
• Dr. Y. Qiao, NMU, China, 2025-2026.
• Ms. H. You, TU, China, 2025-2026.
• Dr. M. Xiao, SIT, China, 2025-2026.
• Dr. Yinhai Wang, AstraZeneca, UK, 2024-2027.
• Prof. H. Gao, XMU, China, 2024-2025.
• Prof. X. Jia, LU, China, 2024-2025.
• Prof. Y. Peng, CNU, China, 2024.
• Miss Z. Kong, SU, China, 2024-2025.
• Mr. Z. Hou, HU, China, 2024-2025.
• Dr. Thomas Tawiah, University of Education Winneba, Ghana, 2024.
• Mr. H. Sun, SU, China, 2023-2024.
• Mr. Lewis Rae, November-December 2023. Internship.
• Miss Freya Fitch, August-October 2023. Internship. 
• Profs. M. Gao and Y. Yang, 2023.
• Dr. T. Liu, SUST, China, 2023-2024.
• Dr. X. Liu, SUST, China, 2023-2024.
• Prof. T. Zhou, NMU, China, 2023.
• Dr. Y. Sun, NMU, China, 2023.
• Dr. Y. Zhang, NMU, China, 2023-2024.
• Dr. L. Zhao, NTU, China, 2022-2023.
• Prof. N. Xin, XUT, China, 2022-2023.
• Prof. Q. Qin, TGU, China, 2021-2022.
• Dr. Y. Niu, SDNU, China, 2021-2022.
• Prof. Y. Yang, NUAA, China, 2022-2023.
• Prof. Yue Zhang, China, 2022-2025.

• Computational Intelligence and Software Engineering (CO3091/7091), Autumn 2019-2024, Â鶹ÊÓƵ.
• Service-Oriented Architectures (CO7214/7514), Spring 2018-2019, Â鶹ÊÓƵ.
• Big Data & Predictive Analytics (CO3093/7093), Spring 2018, Â鶹ÊÓƵ.
• Multimedia and Computer Graphics (CO2016), Spring 2018-2019, Â鶹ÊÓƵ.

1. Global Radio (www.global.com) interview  for cyber attacks, 15th April, 2024. 
2. Invited talk on AI for healthcare, Lanzhou, Gansu, China, 22nd July 2023 (over 330K children/their parents participated in this event online/f2f): [] []
3. Breakthrough in tackling increasing demand by 'internet of things' on mobile networks, 20th November 2023: UoL, , , , , , , , , ScienceDaily, JustoGlobal...
4. BBC Radio Leicester interview for the use of AI images on social media, 11:15 am, 22nd December 2022. Please click on this and then move to the time instance.
5. The Dickens Code Project received .
6. The Interdisciplinary Walks Project:
7. "What you wanted to be at 17/18 years old?" --
8. BBC Radio Leicester interview for the Parkinson's disease mouse project, 10:35 am, 8th June 2022. Please click on this and then move to the time instance.
9. Dr Claire Wood from School of Arts, Media and Communication had an interview with the "Free Thinking" programme on BBC Radio 3 about the AHRC funded Dickens Code project, where BIPL is a research partner:  (in the final 15 minutes).
10. Mouse social behaviour recognition for identification of Parkinson's disease: , ,UoL, 
11. Depression detection on Twitter: , , , ,, , , , , , 
12. MARK4 controls ischaemic heart failure: , , , , , , , ,
13. AI termed future of Pakistan's healthcare

NAAI Artificial Intelligence + Data Science Online Conference, 31st March 2025.  

UK-Kenya AI Challenge Fund Mini-Workshop, 19th March 2025, The Alan Turing Institute, London, UK. 

Online open discussion (DeepSeek & AI agent), 15th Feb 2025. Invited speaker (with Prof Xiaolan Fu/Oxford and Dr Canoee Liu/DeepMind). 

Joint Women in Leadership and Big Data SIG Meeting (Gender Bias and AI), , 11th Feb 2025. Invited speaker. 

Â鶹ÊÓƵ and The Apollo University launch global research centre for digital health and precision medicine (my privilege to witness this celebration): Link.

Invited keynote speaker, Workshop on Building Trust in AI Medical Imaging, 24th Jan 2025, University of Leeds, UK.

Invited (plenary or keynote) speech on international conferences in 2025:

- , 28th-30th Nov 2025, Zhengzhou, China. Keynote speaker. 

- , 14th-16th Nov 2025, Harbin, China. TPC Chair and keynote speaker. 

- , 7th-9th Nov 2025, Changsha, China. TPC Chair.

- , 7th-9th Nov 2025, Hangzhou, China. Keynote speaker.

- , 27th-31st Oct 2025, Dublin, Ireland. Keynote speaker. 

- , 24th-26th Oct 2025, Tianjin, China. General Co-Chair.

- , 9th-11th Oct 2025, Dubai, UAE. Program Co-Chair.

- , 19th-21st Sep 2025, Quanzhou, China. Keynote speaker/Advisory Chair.

- , 9th-10th August, Shenyang, China. Program Chair.

- , 25th-27th July 2025, Lanzhou, China. Keynote speaker. 

- , 15th-17th July 2025, Hohhot, China. Publication Chair. 

- , 27th-29th June 2025, Xi'an, China. Keynote speaker.

- , 20th-22nd June 2025, Fuzhou, China. Program Chair.

- , 13th-16th June 2025, Chongqing, China. Publication Co-Chair.

- , 6th-8th June 2024, Hangzhou, China. Program Chair.

- , 23rd-25th May 2025, Xiamen, China. Keynote speaker.

- , 16th-18th May 2025, Hangzhou, China. Publication Co-Chair. 

- /, 16th-18th May 2025, Xi'an, China. Keynote speaker.

- , 16th-18th May 2025, Dalian, China. Technical Committee Chair. 

- , 26th-28th April 2025, Okinawa, Japan. Publicity Co-Chair. 

- , 18th-20th April 2025, Soochow, China. TPC Chair. 

- , 18th-20th April 2025, Changchun, China. Keynote speaker. 

- , 21st-23rd Feb 2025, Beijing, China. General Co-Chair. 

- , 10th-12th Jan 2025, Wuhan, China. Program Co-Chair.

- , 13th-15th Jan 2025, Bangkok, Thailand. Regional Co-Chair. 

- , 10th-12th Jan 2025, Singapore. Program Co-Chair. 

- , 3rd-5th Jan 2025, Macau, China. Publication Co-Chair.

Area Chair on AI, , 21st-23rd Oct 2024, London, UK.

Invited talk, School of Computer Science, University of Exeter, 14th Oct 2024. 

Invited speaker, Workshop on Stable Neuromorphic Computations, 29th-30th April 2024, King's College London, UK. Please register .

Invited (plenary or keynote) speech on international conferences in 2024:

- , 17th December 2024, Cambridge, UK. Keynote speaker. 

- , 13th-15th December 2024, Beijing, China. Keynote speaker. 

- , 5th December 2024, Hefei, China. Keynote speaker. 

- , School of Electronic and Electrical Engineering, Shanghai University of Science and Technology, China. Keynote speaker. 

- , 14th-17th December 2024, Singapore. Program Committees Co-Chair.

- , 29th Nov - 1st Dec 2024, Dali, China. Keynote speaker. 

- , 24th-27th Nov 2024, Huaibei, Anhui, China. Publication Co-Chair.

- , 8th-11th Nov 2024, Osaka, Japan. Keynote speaker. 

- , 31st October 2024, Wuhan, China.

- , 25th-27th Oct 2024, Chengdu, China. Conference Co-Chair.

- , 26th-27th Oct 2024, Qingdao, China. Program Co-Chair. 

- , 26th Oct 2024, Kunming, China. Keynote speaker. 

- , 20th-21st Oct 2024, Frankfurt, Germany. Keynote speaker/Co-Chair of the AI session. .

- , 18th-20th Oct 2024, Haikou, China. Keynote speaker.

- , 18th-20th Oct 2024, Chengdu, China. Conference Co-Chair. 

- , 20th-22nd Sep 2024, online. Keynote speaker. 

- , 6th-8th Sep 2024, Qingdao, China. Conference Co-Chair/Keynote speaker. .

- , 28th-30th August 2024, Leicester, UK. Conference Co-Chair.

- , 9th-11th August 2024, Chongqing, China. Technical Program Committee Chair.

- , 9th-11th August 2024, Fuzhou, China. Keynote speaker. 

- , 19th-21st July 2024, Yinchuan, China. Program Chair/Keynote speaker. 

- , 19th-21st July 2024, Qingdao, China.

- , 6h-7th July 2024, Beijing, China.

- , 21st-23rd June 2024, Jeju, Korea. Keynote speaker. 

- , 21st-23rd June 2024, Xiamen, China. 

- , 21st-23rd June 2024, London, UK.

- , co-located with ICMR'24, 14th June 2024, Phuket, Thailand. Keynote speaker. 

- , 24th-26th May 2024, Changchun, China.

- , 18th-19th May 2024, Zurich, Switzerland. Program Chair.

- , 17th-19th May 2024, Xiamen, China. Publication Co-Chair. 

- , 17th-19th May 2024, Shenzhen, China. Organising Committee Chair.

- , 24th-26th April 2024, Bangkok, Thailand. 

- , 20th-21st April 2024, Melbourne, Australia. Program Chair.

- , 19th-21st April 2024 (postponed to 26th-28th July 2024), Bangkok, Thailand. Publicity Chair. 

- , 19th-21st April 2024, Zhuhai, China.

- , 19th-21st April 2024, Suzhou, China.

- , 12th-14th April 2024, Singapore. Publication Chair.

- , 12th-14th April 2024, Dalian, China. Technical Committee Chair.

- , 22nd-24th March 2024, Kaifeng, China.

- , 15th-19th February 2024, Sanya, China.

- , 23rd-25th Jan 2024, Suva, Fiji. Program Chair.

- , 23rd-25th Jan 2024, online.

- , 15th-17th Jan 2024, Bangkok, Thailand. []

Invited talk on "Modelling uncertainty in image analysis", School of Computing, Newcastle University, 15th December 2023.

2023 International Symposium of Resilient and Sustainable City & 23rd Annual General Meeting of the UK-CARE, Keynote Speech on "Artificial intelligence and its applications in remote sensing", University of Loughborough, UK, 9th December 2023.

, Â鶹ÊÓƵ, 30th November 2023. Invited speaker on "Behavioral phenotyping of Parkinson's disease model mice".

, British Machine Vision Conference, 24th November 2023, Aberdeen, UK. Co-organiser. 

BAAIÖÇÔ´LIVEµÚ56ÆÚ "Image-to-image translation via diffusion models", Chair of the discussion, 23rd November 2023: . 

AIDAM Winter AI Workshop, College Court, Leicester, 13th December, 2023. Please register for your attendance (free of charge): . 

Invited talk on "Behavioral phenotyping of Parkinson's disease model mice", CMS research Workshop with Institute for Precision Health (IPH), Â鶹ÊÓƵ, 10th November 2023.

Invited talks on AI in a number of Chinese universities (25th June - 15th August 2023) in time order: Shanghai University, Shanghai Jiao Tong University, Xiangsi Lake College of Guangxi University for Nationalities, Guangxi Medical University, Nanjing University of Aeronautics and Astronautics, Nanjing University of Science and Technology, Jiangsu University of Science and Technology, Lanzhou University, Guizhou University, Beihang University, Peking University, Anhui Agricultural University, Huazhong University of Science and Technology, Guangxi University for Nationalities, and Guangxi University.

Invited talk on "Learning uncertainty in image understanding", Harbin Engineering University, China, 20th June 2023.

IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 15th-18th Oct 2023, Pittsburgh, USA. Associate Editor. 

IEEE International Conference on Systems, Man, and Cybernetics, 1st-4th Oct 2023, Maui, USA. Associate Editor.

Invited talk on "Learning uncertainty in image understanding", University of York, UK, 8th June 2023.

Invited talk on "Can we handle uncertainty in image analysis?", Putian University, China, 21st May 2023. []

Invited talk on "Modelling uncertainty in image analysis", University of Birmingham, 25th April 2023. []

Invited talk on "Targeting uncertainty in image analysis", Xi'an University of Post and Telecommunications, China, 13th April 2023.

Invited talk on "Modelling uncertainty in image analysis", University of Nottingham, 29th March 2023.

Invited talk on "Modelling uncertainty in image analysis", University of Kent, 1st March 2023. []

Invited (plenary or keynote) speech on international conferences in 2023:

- , 22nd-24th December 2023, Xiamen, China.

- , 15th-16th December 2023, Hong Kong, China. 

- , 9th-12th December 2023, Sanya, China. Cancelled. 

- , 8th-10th December 2023, Hankou, China. General Chair. Cancelled. 

- , 22nd-24th November 2023, Sanya, China. 

- , 16th-18th November 2023, Rome, Italy.

- , 28th-30th October 2023, Qingdao, China.

- , 27th-29th October 2023, Wuhan, China. []

- , 20th-22nd October 2023, Singapore. Honorary Chair.

- , 20th-21st October 2023, Brussels, Belgium. []

- , 22nd-24th September2023, Hangzhou, China.

- , 17th-18th September 2023, Wuhan, China. General Co-Chair. 

- , 8th September 2023, online. 

- , 15th-17th September 2023, Qingdao, China. Conference Co-Chair.

- , 25th-27th August 2023, Guangzhou, China.

- , 23rd-24th August, 2023, Edinburgh, Scotland. General Co-Chair. 

- , 18th-20th August, 2023, Nanjing, China. Conference Chair. 

- , 14th-16th August, 2023, London, UK. 

- , 5th-6th August, 2023, Kuala Lumpur, Malaysia. Advisory Board and Publicity Chair.

- , 26th-28th July, Wuhan, China. Program Chair/Keynote Speaker.

- , 17th-19th June 2023, Wuhan, China.

- , 16th-17th June 2023, Rome, Italy. Xinyu Yang and Huiyu Zhou.

- , 19th-21st May 2023, Xi'an, China.

- , 21st-23rd April 2023, Shenzhen, China. 

- , 31st Jan-2nd February 2023, Palmerston North, New Zealand. 

Invited talk on "New artificial intelligence technologies in healthcare", online, Hong Kong University, China, 14th December 2022.

Invited talk on "Transforming healthcare with artificial intelligence", online, Hengyang Normal University, China, 12th December 2022.

Panel member, , Imperial College London, 10th December, 2022.

General Chair, , Â鶹ÊÓƵ, 9th December 2022.

Invited talk on "Artificial intelligence in health care", online, Huazhong University of Science and Technology, China, 30th Nov 2022.

Invited talk on "AIDAM empowers data driven artificial intelligence", , 18th Nov 2022.

Assessor, Times Higher Education World University Rankings, 16th Nov 2022.

Invited talk on "Modelling uncertainty in image analysis", Robust Stable and Secure AI Research Workshop, 16th Nov 2022.

Invited talk on "AIDAM empowers data driven artificial intelligence", online, GE UK, 14th Nov 2022.

Invited talk on "Artificial intelligence for histopathological image analysis", Zhejiang University, China, 11th Nov 2022.

Invited talk on "", University of Ulster, UK, 26th Oct 2022.

Invited talk on "Artificial intelligence based histology image analysis", Hohai University, China, 20th Oct 2022.

Invited talk on "Smartphone technologies for food quality and safety", University of Leeds, 19th Oct 2022.

Taster lectures: "Can machines crack the Dickens code?" on University Open Days, Â鶹ÊÓƵ, 8th Oct and 12th Nov 2022.

Invited talk on EPSRC Future Blood Testing Network+: , University of Reading, 14th Sep 2022.

A Research Associate in Computer Science for is available (closed): .

A new PhD studentship is available (closed): "". Open to UK and non-UK applicants.

Frontiers in Radiology, Research Topic "". Abstract deadline: 22nd July, 2022, and manuscript deadline: 20th September, 2022.

Graduate Teaching Assistantships/PhD for September 2022 start are available. Please check out application details here (closed now): /study/research-degrees/funded-opportunities/gta-informatics.

A new MPhil studentship is available (closed now): "".

Evaluation of machine learning algorithms for anomaly detection (by Dr. Nebrase Elmrabit): .

Invited (plenary or keynote) speech on international conferences in 2022: 

- , Dalian University of Technology, China, 12th April, 2022.

- , Guangxi Minzu University, China, 15th April, 2022.

- Invited talk on AI, NUAA, China, 16th April, 2022.

- , 22nd-23rd April, 2022, Kurnool, India.

- Huazhong University of Science and Technology, China, 8th May, 2022.

- , 27th-30th May, 2022, Chengdu, China.

- , 27th-29th May, 2022, Xi'an, China.

- ", 1st July, 2022, Birmingham, UK. 

- , 15th-17th July, 2022, Chengdu, China.

- , 19th-21st July, 2022, Hangzhou, China.

- , 19th-21st July, 2022, Hangzhou, China.

- , 19th-21st July, 2022, Qingdao, China.

- , 22th-24th July, 2022, Shijiazhuang, China.

- , 30th-31st July, 2022, Beijing, China.

- , 29th-31st July, 2022, Jinan, China.

- , 23th-25th Sep, 2022, Xi'an, China

- , 21th-23rd Oct, 2022, Nanjing, China.

- , 21th-23rd Oct, 2022, Nanjing, China.

- , 28th-30th Oct, 2022, Nanning, China.

- , 28th-31st Oct, 2022, Xi'an, China.

- , 8th-11th November, 2022, Seoul, Korea.

- , 16th-17th December, 2022, Hangzhou, China.

- , 16th-21st December, 2022, Beijing, China.

- , 29th-30th December, 2022, Nanjing, China. 

A new PhD studentship is available (application deadline is 9th Jan 2022): "". Open to UK and non-UK applicants. [Eligibility]

A new PhD studentship is available for application (closed now): "" or findaphd. Open to UK and non-UK applicants, and funding includes a full overseas fee waiver.

Online symposium: "Decoding Dickens: Contexts, inspirations, approaches", where Huiyu Zhou gave the talk entitled "" during 2.00 pm - 6.30 pm (BST) on 23rd July 2021.

IEEE RAS Prestigious Lecture: "" by Huiyu Zhou at 4.00 pm (BST) on 1st July 2021.

Centenary inaugural lecture series: "" by Huiyu Zhou at 5.30 pm(BST) on 1st June 2021.

Invited (or keynote) speech on international conferences in 2021:

- Workshop on "Artificial Intelligence in Health Sciences", 20th December, 2021, University of Karachi, Pakistan. ()

- FSDM'21, 27th Oct, 2021, Seoul, Korea.

- Medical Image Computing Seminar (MICS), "", 28th Sep, 2021.

- ICCEAI'21, 27-29 Aug, 2021, Shanghai, China.

- ICETCI'21, 27-29 August, 2021, Changchun, China.

- ICGIP'21, 18-20 Aug, 2021, Kunming, China.

- AICS'21, 29-31 July, 2021, Beijing, China.

- BIBE'21, 20-22 July, 2021, Hangzhou, China.

- ABCP'21, "Depression detection on Twitter", 2-3 July, 2021, UK/online.

- WABD'21, 12-14 March, 2021, Fuzhou, China ().

- CISE'21, 5-7 Jan, 2021, Sanya, China.

Frontiers in Neurorobotics, Research Topic "". Abstract deadline: 31st August, 2021, and manuscript deadline: 31st December, 2021.

IEEE Trans. on Industrial Informatics, special issue on "Medical data security solution for healthcare industries". Deadline: 30th June, 2021. Closed now.

Three Graduate Teaching Assistantships for September 2021 start are available. Please check out the project details on "PhD Projects for GTA Applications" of the following link (closed now): /study/research-degrees/funded-opportunities/informatics-gta-2021

A new PhD studentship is available for application (closed now): "Combat Parkinson's disease - using artificial intelligence to monitor social behaviours of mice".

A RA post on cyber-security is now available (closed now): https://jobs.le.ac.uk/vacancies/1976/research-assistant--dominoes-project.html

Three Graduate Teaching Assistantships for September 2020 start are available. Please go through the project proposals here (closed now): https://www2.le.ac.uk/departments/informatics/news/vacancies/gtas-sep2020

Leicester BHF Research Excellence Centre, where I am a Co-I, won the . 28th Nov 2024.

Nominated for a Superstar Award for Best Lecturer, Â鶹ÊÓƵ, 10th June 2024. 

The Dickens Code Project received .

Nominated for a Superstar Award for Best Lecturer, Â鶹ÊÓƵ, 7th June 2022.

Nominated for a Superstar Award for Best Lecturer, Â鶹ÊÓƵ, 21st May 2021.

.

.

.

Shortlisted for "ICPRAM 2017 Best Student Paper Award" and "". 

• Bachelor of Engineering degree in Radio Technology, , China.
• Master of Science degree in Biomedical Engineering, , United Kingdom.
• Doctor of Philosophy degree in Computer Vision, , Edinburgh, United Kingdom.