| 2026 | ICPR | ACE-Grasp: Aleatoric Ambiguity Modeling via Consistency and Exploration for Grasping. | Yiming Li, Xianghua Xie |
| 2025 | ACIVS | Active Deep Clustering: Exploratory Analysis to Assist in Decision-Making on Incremental Label Morphing Datasets. | Connor Clarkson, Michael Edwards, Xianghua Xie |
| 2025 | ACIVS | Task-Oriented Robotic Manipulation with Vision Language Models. | Nurhan Bulus Guran, Hanchi Ren, Jingjing Deng, Xianghua Xie |
| 2025 | ACIVS | Pretraining Techniques for Steel Surface Roughness Prediction with Long Thin Spatial Industrial Data. | Alexander J. M. Milne, Xianghua Xie, Gary K. L. Tam |
| 2025 | IJCAI | FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decomposition. | Chen Hu, Hanchi Ren, Jingjing Deng, Xianghua Xie, Xiaoke Ma |
| 2024 | MICCAI | Depth-Aware Endoscopic Video Inpainting. | Francis Xiatian Zhang, Shuang Chen, Xianghua Xie, Hubert P. H. Shum |
| 2023 | EICS | Active Anchors. | Connor Clarkson, Michael Edwards, Xianghua Xie |
| 2023 | ICDM | An Element-Wise Weights Aggregation Method for Federated Learning. | Yi Hu, Hanchi Ren, Chen Hu, Jingjing Deng, Xianghua Xie |
| 2023 | MVA | Panoptic Segmentation of Galactic Structures in LSB Images. | Felix Richards, Adeline Paiement, Xianghua Xie, Elisabeth Sola, Pierre-Alain Duc |
| 2022 | ICIP | Multi-Scale Gridded Gabor Attention for Cirrus Segmentation. | Felix Richards, Xianghua Xie, Adeline Paiement, Elisabeth Sola, Pierre-Alain Duc |
| 2021 | ICCV | Scene Context-Aware Salient Object Detection. | Avishek Siris, Jianbo Jiao, Gary K. L. Tam, Xianghua Xie, Rynson W. H. Lau |
| 2021 | ICPRAM | Active Region Detection in Multi-spectral Solar Images. | Majedaldein Almahasneh, Adeline Paiement, Xianghua Xie, Jean Aboudarham |
| 2021 | ICPRAM | Graph Convolution Networks for Cell Segmentation. | Sachin Bahade, Michael Edwards, Xianghua Xie |
| 2021 | ICPRAM | Locating Datacenter Link Faults with a Directed Graph Convolutional Neural Network. | Michael P. Kenning, Jingjing Deng, Michael Edwards, Xianghua Xie |
| 2020 | CVPR | Inferring Attention Shift Ranks of Objects for Image Saliency. | Avishek Siris, Jianbo Jiao, Gary K. L. Tam, Xianghua Xie, Rynson W. H. Lau |
| 2020 | ICPR | Neuron-based Network Pruning Based on Majority Voting. | Ali Alqahtani, Xianghua Xie, Ehab Essa, Mark W. Jones |
| 2020 | ICPR | Using Machine Learning to Refer Patients with Chronic Kidney Disease to Secondary Care. | Lee Au-Yeung, Xianghua Xie, James Chess, Timothy Scale |
| 2020 | ICPR | Deep Learning Based Sepsis Intervention: The Modelling and Prediction of Severe Sepsis Onset. | Gavin Tsang, Xianghua Xie |
| 2019 | CAIP | Learning Discriminatory Deep Clustering Models. | Ali Alqahtani, Xianghua Xie, Jingjing Deng, Mark W. Jones |
| 2018 | ICIP | A Deep Convolutional Auto-Encoder with Embedded Clustering. | Ali Alqahtani, Xianghua Xie, Jingjing Deng, Mark W. Jones |
| 2018 | ICIP | Local Representation Learning with A Convolutional Autoencoder. | Michael P. Kenning, Xianghua Xie, Michael Edwards, Jingjing Deng |
| 2018 | ICPR | Recurrent Neural Networks for Financial Time-Series Modelling. | Gavin Tsang, Jingjing Deng, Xianghua Xie |
| 2017 | ACIVS | AMD Classification in Choroidal OCT Using Hierarchical Texton Mining. | Dafydd Ravenscroft, Jingjing Deng, Xianghua Xie, Louise Terry, Tom H. Margrain, Rachel V. North, Ashley Wood |
| 2017 | ICIP | Detect face in the wild using CNN cascade with feature aggregation at multi-resolution. | Jingjing Deng, Xianghua Xie |
| 2017 | PERCOM | Labeling subtle conversational interactions within the CONVERSE dataset. | Michael Edwards, Jingjing Deng, Xianghua Xie |
| 2016 | ACIVS | Combining Stacked Denoising Autoencoders and Random Forests for Face Detection. | Jingjing Deng, Xianghua Xie, Michael Edwards |
| 2016 | ACIVS | Neural Network Boundary Detection for 3D Vessel Segmentation. | Robert Ieuan Palmer, Xianghua Xie |
| 2016 | BMVC | Graph Convolutional Neural Network. | Michael Edwards, Xianghua Xie |
| 2015 | BMVC | Automatic Aortic Root Segmentation with Shape Constraints and Mesh Regularisation. | Robert Ieuan Palmer, Xianghua Xie, Gary K. L. Tam |
| 2015 | MICCAI | Minimum S-Excess Graph for Segmenting and Tracking Multiple Borders with HMM. | Ehab Essa, Xianghua Xie, Jonathan-Lee Jones |
| 2014 | ICIP | 3D interactive coronary artery segmentation using random forests and Markov random field optimization. | Jingjing Deng, Xianghua Xie, Rob Alcock, Carl Roobottom |
| 2013 | ACIVS | Recognizing Conversational Interaction Based on 3D Human Pose. | Jingjing Deng, Xianghua Xie, Ben Daubney, Hui Fang, Phil W. Grant |
| 2013 | CAIP | Interactive Segmentation of Media-Adventitia Border in IVUS. | Jonathan-Lee Jones, Ehab Essa, Xianghua Xie, Dave Smith |
| 2013 | ICIP | From clamped local shape models to global shape model. | Hui Fang, Jingjing Deng, Xianghua Xie, Philip W. Grant |
| 2013 | ICIP | Graph based segmentation with minimal user interaction. | Huaizhong Zhang, Ehab Essa, Xianghua Xie |
| 2012 | ICPRAM | Line Histogram - A Fast Method for Rotated Rectangular Area Histogramming. | Zhiqiang Hou, Sion L. Hannuna, Xianghua Xie, Majid Mirmehdi |
| 2012 | ICPRAM | Segmentation of Vessel Geometries from Medical Images using GPF Deformable Model. | Si Yong Yeo, Xianghua Xie, Igor Sazonov, Perumal Nithiarasu |
| 2012 | MICCAI | Shape Prior Model for Media-Adventitia Border Segmentation in IVUS Using Graph Cut. | Ehab Essa, Xianghua Xie, Igor Sazonov, Perumal Nithiarasu, Dave Smith |
| 2012 | MICCAI | Efficient Geometrical Potential Force Computation for Deformable Model Segmentation. | Igor Sazonov, Xianghua Xie, Perumal Nithiarasu |
| 2011 | BMVC | Entropy Driven Hierarchical Search for 3D Human Pose Estimation. | Ben Daubney, Xianghua Xie |
| 2011 | CVPR | Tracking 3D human pose with large root node uncertainty. | Ben Daubney, Xianghua Xie |
| 2011 | ICIP | Automatic IVUS media-adventitia border extraction using double interface graph cut segmentation. | Ehab Essa, Xianghua Xie, Igor Sazonov, Perumal Nithiarasu |
| 2011 | ICIP | Level set segmentation with robust image gradient energy and statistical shape prior. | Si Yong Yeo, Xianghua Xie, Igor Sazonov, Perumal Nithiarasu |
| 2010 | ECCV | Fast Dynamic Texture Detection. | V. Javier Traver, Majid Mirmehdi, Xianghua Xie, Ral Montoliu |
| 2010 | ICPR | Estimating 3D Human Pose from Single Images Using Iterative Refinement of the Prior. | Ben Daubney, Xianghua Xie |
| 2010 | ICPR | Level Set Based Segmentation Using Local Feature Distribution. | Xianghua Xie |
| 2010 | ICPR | Initialisation-Free Active Contour Segmentation. | Xianghua Xie, Majid Mirmehdi |
| 2009 | BMVC | On-line Learning of Shape Information for Object Segmentation and Tracking. | John Chiverton, Majid Mirmehdi, Xianghua Xie |
| 2009 | BMVC | Geometric Potential Force for the Deformable Model. | Si Yong Yeo, Xianghua Xie, Igor Sazonov, Perumal Nithiarasu |
| 2009 | IBPRIA | Multi-spectral Texture Characterisation for Remote Sensing Image Segmentation. | Filiberto Pla, Gema Gracia, Pedro Garca-Sevilla, Majid Mirmehdi, Xianghua Xie |
| 2008 | BMVC | Tracking with Active Contours Using Dynamically Updated Shape Information. | John Chiverton, Xianghua Xie, Majid Mirmehdi |
| 2008 | ICPR | Variational Maximum A Posteriori model similarity and dissimilarity matching. | John Chiverton, Majid Mirmehdi, Xianghua Xie |
| 2007 | BMVC | Implicit Active Model using Radial Basis Function Interpolated Level Sets. | Xianghua Xie, Majid Mirmehdi |
| 2006 | ACIVS | A Charged Active Contour Based on Electrostatics. | Ronghua Yang, Majid Mirmehdi, Xianghua Xie |
| 2006 | BMVC | Magnetostatic Field for the Active Contour Model: A Study in Convergence. | Xianghua Xie, Majid Mirmehdi |
| 2005 | ICIP | Localising surface defects in random colour textures using multiscale texem analysis in image eigenchannels. | Xianghua Xie, Majid Mirmehdi |
| 2003 | BMVC | Geodesic Colour Active Contour Resistent to Weak Edges and Noise. | Xianghua Xie, Majid Mirmehdi |
| 2003 | ICIP | Level-set based geometric colour snake with region support. | Xianghua Xie, Majid Mirmehdi |