Professor Haiping Lu

School of Computer Science

Professor of Machine Learning

Director of the UK Open Multimodal AI Network

Head of AI Research Engineering

Member of the Machine Learning research group

Haiping Lu
Profile picture of Haiping Lu
h.lu@sheffield.ac.uk
Regent Court (CS)

Full contact details

Professor Haiping Lu
School of Computer Science
Regent Court (CS)
211 Portobello
Sheffield
S1 4DP
Profile

Professor Lu is the Head of AI Research Engineering at the Centre for Machine Intelligence and Turing Academic Lead at the ±¬ÁÏTV. He is also the Director of the UK Open Multimodal AI Network (UKOMAIN), funded by the EPSRC and building on the Meta-Learning for Multimodal Data interest group at the Alan Turing Institute. He received his BEng and MEng from Nanyang Technological University, Singapore, in 2001 and 2004 respectively, and his PhD in Electrical and Computer Engineering from the University of Toronto in 2008. His awards include a Turing Network Development Award, an Amazon Research Award, and joint Wellcome Trust Innovator and NIHR AI in Health and Care awards.

For more details, including requirements for PhD enquiries, and to explore selected projects, team profiles and research outputs, please visit

Research interests

Professor Lu’s research focuses on advancing translational multimodal AI technologies to address challenges in healthcare and scientific discovery. His work in multimodal AI explores foundational models, generative AI, domain adaptation and transfer learning. In healthcare, his research includes brain and cardiac imaging, with a growing focus on cancer diagnosis and treatment. In scientific discovery, he investigates applications in protein engineering and drug and materials discovery. Professor Lu also leads the development of the open-source software library PyKale, part of the PyTorch ecosystem, which facilitates accessible machine learning for interdisciplinary research.

Publications

Books

  • Lu H, Plataniotis KN & Venetsanopoulos A () . Chapman and Hall/CRC.

Journal articles

  • Zhou S, Luo J, Jiang Y, Wang H, Lu H & Gong G (2025) . Gigascience, 14.
  • Liu X, Rastegari S, Huang Y, Cheong SC, Liu W, Zhao W, Tian Q, Wang H, Guo Y, Zhou S , Tabakhi S et al (2025) . Methods, 242, 97-112.
  • Bai P, Miljković F, Liu X, De Maria L, Croasdale-Wood R, Rackham O & Lu H (2025) . Nature Machine Intelligence, 7(6), 876-888.
  • Kariotis S, Tan PF, Lu H, Rhodes CJ, Wilkins MR, Lawrie A & Wang D (2024) . GigaScience, 13(2024).
  • Allen L, Lu H & Cordiner J (2024) . Computers in Industry, 161.
  • Tripathi P, Suvon M, Schobs L, Zhou S, Alabed S, Swift A & Lu H (2023) . Medical Image Computing and Computer Assisted Intervention – MICCAI 2023: 26th International Conference, Vancouver, October 8-12, 2023, Proceedings, 14226.
  • Ge Y, Ma J, Zhang L, Li X & Lu H (2023) . Knowledge-Based Systems, 278.
  • Alabed S, Garg P, Alandejani F, Dwivedi K, Maiter A, Karunasaagarar K, Rajaram S, Hill C, Thomas S, Gossling R , Sharkey MJ et al (2023) . European Respiratory Journal, 62(2).
  • Liu X, Zhou S, Lei T, Jiang P, Chen Z & Lu H (2023) . IEEE Transactions on Circuits and Systems for Video Technology, 33(12), 7774-7788.
  • Tabakhi S, Suvon MNI, Ahadian P & Lu H (2023) . World Scientific Annual Review of Artificial Intelligence, 1.
  • Bai P, Miljković F, John B & Lu H (2023) . Nature Machine Intelligence, 5(2), 126-136.
  • Xu H, Sang S, Bai P, Li R, Yang L & Lu H (2023) . Pattern Recognition, 133.
  • Kunda M, Zhou S, Gong G & Lu H (2022) . IEEE Transactions on Medical Imaging.
  • Alabed S, Alandejani F, Dwivedi K, Karunasaagarar K, Sharkey M, Garg P, de Koning PJH, Tóth A, Shahin Y, Johns C , Mamalakis M et al (2022) . Radiology, 304(3), E56-E56.
  • Alabed S, Maiter A, Salehi M, Mahmood A, Daniel S, Jenkins S, Goodlad M, Sharkey M, Mamalakis M, Rakocevic V , Dwivedi K et al (2022) . Frontiers in Cardiovascular Medicine, 9.
  • Alabed S, Alandejani F, Dwivedi K, Karunasaagarar K, Sharkey M, Garg P, de Koning PJH, Tóth A, Shahin Y, Johns C , Mamalakis M et al (2022) . Radiology, 305(1).
  • Alabed S, Uthoff J, Zhou S, Garg P, Dwivedi K, Alandejani F, Gosling R, Schobs L, Brook M, Capener D , Johns C et al (2022) . European Heart Journal - Digital Health, 3(2), 265-275.
  • Alandejani F, Alabed S, Garg P, Goh ZM, Karunasaagarar K, Sharkey M, Salehi M, Aldabbagh Z, Dwivedi K, Mamalakis M , Metherall P et al (2022) . Journal of Cardiovascular Magnetic Resonance, 24(1).
  • Zhang L, Song H, Aletras N & Lu H (2022) . Pattern Recognition, 128.
  • Song L, Zhou S & Lu H (2022) . Signal Processing, 196.
  • Dwivedi K, Condliffe R, Sharkey M, Lewis R, Alabed S, Rajaram S, Hill C, Saunders L, Metherall P, Alandejani F , Alkhanfar D et al (2022) . ERJ Open Research, 8(1).
  • Alabed S, Karunasaagarar K, Alandejani F, Garg P, Uthoff J, Metherall P, Sharkey M, Lu H, Wild JM, Kiely DG , Van Der Geest RJ et al (2021) . European Heart Journal - Cardiovascular Imaging, 22(Supplement_2).
  • Alabed S, Karunasaagarar K, Alandejani F, Garg P, Uthoff J, Metherall P, Sharkey M, Lu H, Wild JM, Kiely DG , Van Der Geest RJ et al (2021) . European Heart Journal - Cardiovascular Imaging, 22(Supplement_2).
  • Xu H, Sang S, Yao H, Herghelegiu AI, Lu H, Yurkovich JT & Yang L (2021) .
  • Zhou Y, Lu H & Cheung Y-M (2021) . IEEE Transactions on Cybernetics, 51(7), 3496-3509.
  • Dwivedi K, Sharkey M, Condliffe R, Uthoff JM, Alabed S, Metherall P, Lu H, Wild JM, Hoffman EA, Swift AJ & Kiely DG (2021) . Diagnostics, 11(4).
  • Ge Y, Peng P & Lu H (2021) . Pattern Recognition, 117.
  • Swift AJ, Lu H, Uthoff J, Garg P, Cogliano M, Taylor J, Metherall P, Zhou S, Johns CS, Alabed S , Condliffe RA et al (2021) . European Heart Journal - Cardiovascular Imaging, 22(2), 236-245.
  • Schirmer MD, Venkataraman A, Rekik I, Kim M, Mostofsky SH, Nebel MB, Rosch K, Seymour K, Crocetti D, Irzan H , Hütel M et al (2021) . Medical Image Analysis, 70.
  • Shi Q, Cheung Y-M, Zhao Q & Lu H (2019) . IEEE Transactions on Neural Networks and Learning Systems, 30(6), 1803-1817.
  • Bai P, Ge Y, Liu F & Lu H (2019) . Pattern Recognition, 88, 729-738.
  • Zhou S, Li W, Cox CR & Lu H (2019) Domain Independent SVM for Transfer Learning in Brain Decoding.
  • Shi Q, Lu H & Cheung YM (2018) . IEEE Transactions on Neural Networks and Learning Systems, 29(10), 4744-4757.
  • Xie X, Yu ZL, Lu H, Gu Z & Li Y (2017) . IEEE Transactions on Neural Systems and Rehabilitation Engineering, 25(6), 504-516.
  • Lu H, Pan Y, Mandal B, Eng H-L, Guan C & Chan DWS (2013) . IEEE Transactions on Biomedical Engineering, 60(2), 461-469.
  • Lu H, Plataniotis KN & Venetsanopoulos AN (2011) . Pattern Recognition, 44(7), 1540-1551.
  • Haiping Lu , How-Lung Eng , Cuntai Guan , Plataniotis KN & Venetsanopoulos AN (2010) . IEEE Transactions on Biomedical Engineering, 57(12), 2936-2946.
  • Bui FM, Martin K, Haiping Lu , Plataniotis KN & Hatzinakos D (2010) . IEEE Transactions on Information Forensics and Security, 5(1), 118-132.
  • Martin K, Haiping Lu , Bui FM, Plataniotis KN & Hatzinakos D (2009) . IEEE Systems Journal, 3(4), 440-450.
  • Lu H, Plataniotis KN & Venetsanopoulos AN (2009) . EURASIP Journal on Image and Video Processing, 2009, 1-11.
  • Haiping Lu , Plataniotis KN & Venetsanopoulos AN (2009) . IEEE Transactions on Neural Networks, 20(11), 1820-1836.
  • Wang J, Lu H, Plataniotis KN & Lu J (2009) . Pattern Recognition, 42(7), 1237-1247.
  • Haiping Lu , Plataniotis KN & Venetsanopoulos AN (2009) . IEEE Transactions on Neural Networks, 20(1), 103-123.
  • Haiping Lu , Plataniotis KN & Venetsanopoulos AN (2008) . IEEE Transactions on Neural Networks, 19(1), 18-39.
  • Lu H, Plataniotis KN & Venetsanopoulos AN (2007) . EURASIP Journal on Advances in Signal Processing, 2008(1).
  • LU H, SHI YQ, KOT AC & CHEN L (2005) . International Journal of Image and Graphics, 05(01), 67-87.
  • Lu H, Kot AC & Shi YQ (2004) . IEEE Signal Processing Letters, 11(2), 228-231.
  • Bai P, Miljković F, Liu X, De Maria L, Croasdale-Wood R, Rackham O & Lu H () . Nature Machine Intelligence.
  • Liu X, Zhang J, Zhou S, van der Plas TL, Vijayaraghavan A, Grishina A, Zhuang M, Schofield D, Tomlinson C, Wang Y , Li R et al () . Nature Machine Intelligence.
  • Carusi A, Winter PD, Armstrong I, Ciravegna F, Kiely DG, Lawrie A, Lu H, Sabroe I & Swift A () . Nature Machine Intelligence, 5(2), 98-100.
  • Schobs L, Swift AJ & Lu H () . IEEE Transactions on Medical Imaging.

Book chapters

  • Fan W, Rizky LMR, Zhang J, Chen C, Lu H, Teh K, Selvarajah D & Zhou S (2026) , Lecture Notes in Computer Science (pp. 238-248). Springer Nature Switzerland
  • Suvon MNI, Tripathi PC, Fan W, Zhou S, Liu X, Alabed S, Osmani V, Swift AJ, Chen C & Lu H (2024) , Lecture Notes in Computer Science (pp. 296-306). Springer Nature Switzerland
  • Schobs L, McDonald TM & Lu H (2023) , Lecture Notes in Computer Science (pp. 22-31). Springer Nature Switzerland
  • Zhou S, Cox CR & Lu H (2019) , Lecture Notes in Computer Science (pp. 265-273). Springer International Publishing
  • Lu H, Wang J & Plataniotis KN (2017) , Advanced Signal Processing (pp. 303-330). CRC Press
  • (2013) , Multilinear Subspace Learning (pp. 100-117). Chapman and Hall/CRC
  • (2013) , Multilinear Subspace Learning (pp. 136-169). Chapman and Hall/CRC
  • (2013) , Multilinear Subspace Learning (pp. 194-217). Chapman and Hall/CRC
  • (2013) , Multilinear Subspace Learning (pp. 170-193). Chapman and Hall/CRC
  • (2013) , Multilinear Subspace Learning (pp. 48-77). Chapman and Hall/CRC
  • (2013) , Multilinear Subspace Learning (pp. 30-47). Chapman and Hall/CRC
  • (2013) , Multilinear Subspace Learning (pp. 78-99). Chapman and Hall/CRC
  • (2013) , Multilinear Subspace Learning (pp. 218-233). Chapman and Hall/CRC
  • (2013) , Multilinear Subspace Learning (pp. 118-135). Chapman and Hall/CRC
  • Lu H, Plataniotis KN & Venetsanopoulos AN () , Biometrics (pp. 21-45). John Wiley & Sons, Inc.

Conference proceedings

  • Zhang J, Liu X, Wu W, Tabakhi S, Fan W, Zhou S, Tee KL, Seng Wong T & Lu H (2025) . 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp 1-7), 14 July 2025 - 18 July 2025.
  • Selvarajah D, Tripathi P, Teh K, Zhou S, Suvon MNI, Tesfaye S, Wild J, Bennett D, Segerdahl A, Steel D , Colvin L et al (2024) Leveraging artificial intelligence for predicting placebo vs treatment response in painful diabetic neuropathy. DIABETOLOGIA, Vol. 67 (pp S444-S444)
  • Pukowski P, Spoerhase J & Lu H (2024) . 2024 International Joint Conference on Neural Networks (IJCNN) (pp 1-8), 30 June 2024 - 5 July 2024.
  • Thomas A, Gaizauskas R & Lu H (2024) Leveraging LLMs for Post-OCR Correction of Historical Newspapers. 3rd Workshop on Language Technologies for Historical and Ancient Languages, LT4HALA 2024 at LREC-COLING 2024 - Workshop Proceedings (pp 116-121)
  • Alabed S, Garg P, Alandejani F, Dwivedi K, Maiter A, Karunasaagarar K, Rajaram S, Hill C, Thomas S, Gossling R , Sharkey M et al (2023) . Abstracts (pp A25.1-A25)
  • Suvon MNI, Tripathi PC, Alabed S, Swift AJ & Lu H (2023) . 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp 2704-2710). Las Vegas, NV, USA, 6 December 2022 - 6 December 2022.
  • Lu H, Liu X, Zhou S, Turner R, Bai P, Koot RE, Chasmai M, Schobs L & Xu H (2022) . CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management (pp 4274-4278). Atlanta GA USA, 17 October 2022 - 21 October 2022.
  • Tabakhi S & Lu H (2022) . Proceedings of 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp 1638-1642). Glasgow, Scotland, 11 July 2022 - 11 July 2022.
  • Alandejani F, Alabed S, Garg P, Goh ZM, Karunasaagarar K, Sharkey M, Salehi M, Aldabbagh Z, Dwivedi K, Metherall P , Uthoff J et al (2022) . American Journal of Respiratory and Critical Care Medicine, Vol. 205 (pp a2285-a2285). American Thoracic Society 2022 International Conference, 13 May 2022 - 13 May 2022.
  • Zhang L, Shi L, Zhao J, Yang J, Lyu T, Yin D & Lu H (2022) . WSDM '22: Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining (pp 1386-1394). Virtual Event (Phoenix, AZ, USA), 21 February 2022 - 21 February 2022.
  • Bai P, Milikovic F, Ge Y, Greene N, John B & Lu H (2022) . Proceeding of 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp 641-644). Houston, TX, USA (Online), 9 December 2021 - 9 December 2021.
  • Herghelegiu A-I & Lu H (2021) . 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp 3728-3735), 9 December 2021 - 12 December 2021.
  • Alabed S, Karunasaagarar K, Alandejani F, Salehi M, Aldabbagh Z, Garg P, Uthoff J, Lu H, Wild J, Kiely D , Van Der Geest R et al (2021) . Imaging (pp PA356-PA356)
  • Schobs L, Zhou S, Cogliano M, Swift AJ & Lu H (2021) . Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI 2021) (pp 985-988). Virtual conference, 13 April 2021 - 13 April 2021.
  • Uthoff J, Alabed S, Garg P, Lawrie A, Wild JM, Kiely DG, Lu H & Swift AJ (2020) . Pulmonary hypertension (pp 1469-1469)
  • Zhang L & Lu H (2020) . CIKM '20: Proceedings of the 29th ACM International Conference on Information & Knowledge Management (pp 1813-1822). Online conference, 19 October 2020 - 19 October 2020.
  • Uthoff J, Alabed S, Swift AJ & Lu H (2020) . Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 , Vol. 12262 (pp 253-262). Lima, Peru, 4 October 2020 - 4 October 2020.
  • Zhou S, Li W, Cox CR & Lu H (2020) . Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 34(4) (pp 6957-6964). New York, USA, 7 February 2020 - 7 February 2020.
  • Song X & Lu H (2017) Multilinear Regression for Embedded Feature Selection with Application to fMRI Analysis. Proceedings of the 31st AAAI Conference on Artificial Intelligence (pp 2562-2568). San Francisco, 4 February 2017 - 4 February 2017.
  • Zhou Y, Lu H & Cheung YM (2017) Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations. 31st AAAI Conference on Artificial Intelligence, AAAI 2017 (pp 2949-2955). San Francisco, 4 February 2017 - 4 February 2017.
  • Song L & Lu H (2016) EcoICA: Skewness-based ICA via Eigenvectors of Cumulant Operator. Proceedings of The 8th Asian Conference on Machine Learning (pp 445-460). The University of Waikato, Hamilton, New Zealand
  • Song L & Lu H (2016) Proper Inner Product with Mean Displacement for Gaussian Noise Invariant ICA. Proceedings of The 8th Asian Conference on Machine Learning (pp 398-413). The University of Waikato, Hamilton, New Zealand
  • Lu H, Wu J & Zhang Y (2016) . 2016 International Joint Conference on Neural Networks (IJCNN). Vancouver, BC, Canada, 24 July 2016 - 29 July 2016.
  • Zhou Y & Lu H (2016) Probabilistic rank-one matrix analysis with concurrent regularization. Ijcai International Joint Conference on Artificial Intelligence, Vol. 2016-January (pp 2428-2434)
  • Song X, Meng L, Shi Q & Lu H (2015) (pp 613-620)
  • Shi Q & Lu H (2015) Semi-orthogonal multilinear PCA with relaxed start. Ijcai International Joint Conference on Artificial Intelligence, Vol. 2015-January (pp 3805-3811)
  • Lu H (2013) Learning canonical correlations of paired tensor sets via tensor-to-vector projection. Ijcai International Joint Conference on Artificial Intelligence (pp 1516-1522)
  • Lu H (2013) (pp 288-303)
  • Mandal B, How-Lung Eng , Haiping Lu , Chan DWS & Yen-Ling Ng (2012) . 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (pp 6060-6063), 28 August 2012 - 1 September 2012.
  • Haiping Lu , How-Lung Eng , Mandal B, Chan DWS & Yen-Ling Ng (2011) . 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (pp 8275-8278), 30 August 2011 - 3 September 2011.
  • Lu H, Eng H-L, Thida M & Plataniotis KN (2010) . Proceedings of the 19th ACM international conference on Information and knowledge management (pp 1777-1780)
  • Lu H, Martin K, Bui F, Plataniotis KN & Hatzinakos D (2009) . 2009 16th International Conference on Digital Signal Processing (pp 1-8), 5 July 2009 - 7 July 2009.
  • Haiping Lu , Plataniotis KN & Venetsanopoulos AN (2009) . 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (pp 6599-6602), 3 September 2009 - 6 September 2009.
  • Lu H, Plataniotis KN & Venetsanopoulos AN (2008) . Proceedings of the 25th international conference on Machine learning - ICML '08 (pp 616-623), 5 July 2008 - 9 July 2008.
  • Lu H, Plataniotis KN & Venetsanopoulos AN (2007) . 2007 Biometrics Symposium (pp 1-6), 11 September 2007 - 13 September 2007.
  • Lu H, Plataniotis KN & Venetsanopoulos AN (2007) . 2007 Biometrics Symposium (pp 1-6), 11 September 2007 - 13 September 2007.
  • Lu Huo , Waltermann M, Scholz K, Raake A, Heute U & Moller S (2007) . 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (pp 78-81), 21 October 2007 - 24 October 2007.
  • Lu H, Plataniotis KN & Venetsanopoulos AN (2006) . 2006 IEEE International Conference on Multimedia and Expo (pp 1009-1012), 9 July 2006 - 9 July 2006.
  • Lu H, Plataniotis KN & Venetsanopoulos AN (2006) . 2006 Biometrics Symposium: Special Session on Research at the Biometric Consortium Conference (pp 1-6), 19 September 2006 - 21 August 2006.
  • Haiping Lu , Plataniotis KN & Venetsanopoulos AN (2006) . 18th International Conference on Pattern Recognition (ICPR'06) (pp 776-779)
  • Hong Lu , Sung-Hoon Cho , Lee J-B, Cauller L, Romero-Ortega M & Hughes G (2006) . 2006 5th IEEE Conference on Sensors (pp 66-69), 22 October 2006 - 25 October 2006.
  • Lu H, Kot AC & Cheng J (2003) Secure data hiding in binary document images for authentication. Proceedings IEEE International Symposium on Circuits and Systems, Vol. 3 (pp III806-III809)
  • Haiping Lu , Kot AC & Susanto R (2003) . 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698) (pp III-101), 9 July 2003 - 9 July 2003.
  • Lu H, Jiang X & Yau WY (2002) Effective and Efficient Fingerprint Image Postprocessing. Proceedings of the 7th International Conference on Control Automation Robotics and Vision Icarcv 2002 (pp 985-989)
  • Q S, Lu H & Cheung YM () . CIKM'17: ACM Conference on Information and Knowledge Management Proceedings. Pan Pacific Singapore, 6 November 2017 - 6 November 2017.
  • Haiping Lu , Plataniotis KN & Venetsanopoulos AN () . 7th International Conference on Automatic Face and Gesture Recognition (FGR06) (pp 249-256)
  • Haiping Lu , Kot AC & Jun Cheng () . Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03., Vol. 3
  • Haiping Lu , Jian Wang , Kot AC & Shi YQ () . Object recognition supported by user interaction for service robots, Vol. 4 (pp 239-242)
  • Haiping Lu , Xuxia Shi , Shi YQ, Kot AC & Lihui Chen () . 2002 IEEE Workshop on Multimedia Signal Processing. (pp 300-303)

Preprints

  • Rastegari S, Tabakhi S, Liu X, Jiang T, Sang W & Lu H (2026) , arXiv.
  • Liu X, Zhang J, Zhou S, van der Plas TL, Vijayaraghavan A, Grishina A, Zhuang M, Schofield D, Tomlinson C, Wang Y , Li R et al (2025) , arXiv.
  • Suvon MNI, Zhou S, Tripathi PC, Fan W, Alabed S, Khanal B, Osmani V, Swift AJ, Chen , Chen & Lu H (2025) , arXiv.
  • Bai P, Miljković F, Liu X, De Maria L, Croasdale-Wood R, Rackham O & Lu H (2025) , arXiv.
  • Tabakhi S & Lu H (2025) Missing-Modality-Aware Graph Neural Network for Cancer Classification.
  • Guo Y, Cheng C, Zhu Z, Zhou J, Lu H, Qian Y & Liang Z (2025) , Cold Spring Harbor Laboratory.
  • Liu X, Rastegari S, Huang Y, Cheong SC, Liu W, Zhao W, Tian Q, Wang H, Guo Y, Zhou S , Tabakhi S et al (2025) , arXiv.
  • Fan W, Rizky LMR, Zhang J, Chen C, Lu H, Teh K, Selvarajah D & Zhou S (2025) , arXiv.
  • Zhang J, Liu X, Wu W, Tabakhi S, Fan W, Zhou S, Tee KL, Wong TS & Lu H (2025) , arXiv.
  • Pukowski P & Lu H (2024) , arXiv.
  • Tabakhi S, Vandermeulen C, Sudbery I & Lu H (2024) , arXiv.
  • Zhou S, Luo J, Jiang Y, Wang H, Lu H & Gong G (2024) , arXiv.
  • Suvon MNI, Tripathi PC, Fan W, Zhou S, Liu X, Alabed S, Osmani V, Swift AJ, Chen C & Lu H (2024) , arXiv.
  • Fan W, Suvon MNI, Zhou S, Liu X, Alabed S, Osmani V, Swift AJ, Chen C & Lu H (2024) , arXiv.
  • Bai P, Liu X & Lu H (2023) , arXiv.
  • Pukowski P & Lu H (2023) , arXiv.
  • Tripathi PC, Suvon MNI, Schobs L, Zhou S, Alabed S, Swift AJ & Lu H (2023) , arXiv.
  • Kariotis S, Fang TP, Lu H, Rhodes C, Wilkins M, Lawrie A & Wang D (2022) , Cold Spring Harbor Laboratory.
  • Tabakhi S, Suvon MNI, Ahadian P & Lu H (2022) , arXiv.
  • Schobs L, Swift AJ & Lu H (2022) , arXiv.
  • Xu H, Sang S, Bai P, Yang L & Lu H (2020) , arXiv.
  • Schirmer MD, Venkataraman A, Rekik I, Kim M, Mostofsky SH, Nebel MB, Rosch K, Seymour K, Crocetti D, Irzan H , Hütel M et al (2020) , arXiv.
  • Lu H, Liu X, Turner R, Bai P, Koot RE, Zhou S, Chasmai M & Schobs L () .
Grants
  • CD3: Cancer Data Driven Detection, Cancer Research UK, 04/2025 - 03/2030, £446,926, as PI
  • UKOMAIN: UK Open Multimodal AI Network, RCUK, 01/2025 - 12/2027, £2,005,679, as PI
  • , EPRSC, 10/2023 - 03/2025, £445,540, as Co-PI
  • Turing Network Fund, The Alan Turing Institute, 02/2023 - 07/2023, £10,000, as PI
  • Developing a machine learning tool to improve diagnostic and treatment response assessment on cardiac MRI data, Wellcome Trust, 10/2019 - 09/2023, £639,783, as Co-PI
  • Learning Representations of Higher-Order Structures for Networks via Tensor Embedding, Amazon, 04/2019 - 03/2020, £46,923, as PI
  • , EPSRC, 01/2018 - 07/2019, £100,730, as PI
  • Dimensionality Reduction for Learning Correlations between Big Multidimensional Data, HK RGC ECS 22200014, HK$831,737, as PI.
  • Learning Independent Components with Tensor-based Modelling for Big fMRI Data, HK RGC GRF 12200915, HK$695,861, as PI.
  • Relaxation Methods in Principal and Discriminative Component Analysis for Tensor Data, HK RGC GRF 12248616, HK$695,861, as PI.
Professional activities and memberships

Professor Lu serves as an Associate Editor of IEEE Transactions on Neural Networks and Learning Systems and IEEE Transactions on Cognitive and Developmental Systems. He leads the development of a course on "An Introduction to Transparent Machine Learning", part of the Alan Turing Institute’s online learning courses in responsible AI.

Links