| GRNN: generative regression neural network—a data leakage attack for federated learning H Ren, J Deng, X Xie ACM Transactions on Intelligent Systems and Technology (TIST) 13 (4), 1-24, 2022 | 99 | 2022 |
| Estimating the accuracy of a reduced‐order model for the calculation of fractional flow reserve (FFR) E Boileau, S Pant, C Roobottom, I Sazonov, J Deng, X Xie, P Nithiarasu International journal for numerical methods in biomedical engineering 34 (1 …, 2018 | 81 | 2018 |
| A deep convolutional auto-encoder with embedded clustering A Alqahtani, X Xie, J Deng, MW Jones 2018 25th IEEE international conference on image processing (ICIP), 4058-4062, 2018 | 42 | 2018 |
| From pose to activity: Surveying datasets and introducing CONVERSE M Edwards, J Deng, X Xie Computer Vision and Image Understanding 144, 73-105, 2016 | 41 | 2016 |
| Joint multi-label learning and feature extraction for temporal link prediction X Ma, S Tan, X Xie, X Zhong, J Deng Pattern Recognition 121, 108216, 2022 | 31 | 2022 |
| Recurrent neural networks for financial time-series modelling G Tsang, J Deng, X Xie 2018 24th International Conference on Pattern Recognition (ICPR), 892-897, 2018 | 24 | 2018 |
| Age-related macular degeneration detection and stage classification using choroidal OCT images J Deng, X Xie, L Terry, A Wood, N White, TH Margrain, RV North Image Analysis and Recognition: 13th International Conference, ICIAR 2016 …, 2016 | 19 | 2016 |
| A bag of words approach to subject specific 3D human pose interaction classification with random decision forests J Deng, X Xie, B Daubney Graphical Models 76 (3), 162-171, 2014 | 19 | 2014 |
| A directed graph convolutional neural network for edge-structured signals in link-fault detection M Kenning, J Deng, M Edwards, X Xie Pattern Recognition Letters 153, 100-106, 2022 | 15 | 2022 |
| FedBoosting: Federated learning with gradient protected boosting for text recognition H Ren, J Deng, X Xie, X Ma, Y Wang Neurocomputing, 127126, 2023 | 13* | 2023 |
| Lossless compression for volumetric medical images using deep neural network with local sampling OH Nagoor, J Whittle, J Deng, B Mora, MW Jones 2020 IEEE International Conference on Image Processing (ICIP), 2815-2819, 2020 | 12 | 2020 |
| Nested shallow cnn-cascade for face detection in the wild J Deng, X Xie 2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017 | 10 | 2017 |
| MedZip: 3D medical images lossless compressor using recurrent neural network (LSTM) OH Nagoor, J Whittle, J Deng, B Mora, MW Jones 2020 25th International Conference on Pattern Recognition (ICPR), 2874-2881, 2021 | 9 | 2021 |
| A survey on vulnerability of federated learning: A learning algorithm perspective X Xie, C Hu, H Ren, J Deng Neurocomputing, 127225, 2024 | 8 | 2024 |
| 3D Interactive Segmentation With Semi-Implicit Representation and Active Learning J Deng, X Xie IEEE Transactions on Image Processing 30, 9402-9417, 2021 | 7 | 2021 |
| Learning discriminatory deep clustering models A Alqahtani, X Xie, J Deng, MW Jones Computer Analysis of Images and Patterns: 18th International Conference …, 2019 | 7 | 2019 |
| TLGP: a flexible transfer learning algorithm for gene prioritization based on heterogeneous source domain Y Wang, Z Xia, J Deng, X Xie, M Gong, X Ma BMC bioinformatics 22, 1-15, 2021 | 6 | 2021 |
| Learning feature extractors for AMD classification in OCT using convolutional neural networks D Ravenscroft, J Deng, X Xie, L Terry, TH Margrain, RV North, A Wood 2017 25th European Signal Processing Conference (EUSIPCO), 51-55, 2017 | 6 | 2017 |
| 3D interactive coronary artery segmentation using random forests and Markov random field optimization J Deng, X Xie, R Alcock, C Roobottom 2014 IEEE International Conference on Image Processing (ICIP), 942-946, 2014 | 6 | 2014 |
| Protein classification using Hidden Markov models and randomised decision trees A Lacey, J Deng, X Xie 2014 7th International Conference on Biomedical Engineering and Informatics …, 2014 | 6 | 2014 |
Xianghua XieProfessor, Computer Science, Swansea University, UK在 swansea.ac.uk 的电子邮件经过验证
