| 2025 | EMNLP | PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology. | Yating Huang, Ziyan Huang, Lintao Xiang, Qijun Yang, Hujun Yin |
| 2025 | IDEAL | Dynamic Feature Filtering for Robust Monocular Visual SLAM. | Marton Gonczy, Kieran Wood, Hujun Yin |
| 2024 | ICANN | KDNet: Leveraging Vision-Language Knowledge Distillation for Few-Shot Object Detection. | Mengyuan Ma, Lin Qian, Hujun Yin |
| 2024 | ICIP | Self-Supervised Multi-View Stereo with Adaptive Depth Priors. | Lintao Xiang, Hujun Yin |
| 2024 | ICIP | Fourier Ptychography With Information Entropy Based No-Reference Image Quality Assessment Learning. | Qijun Yang, Hujun Yin |
| 2024 | IJCNN | Self-supervised Learning based on Domain Interpolation for Histopathological Image Analysis. | Yating Huang, Hujun Yin |
| 2023 | IDEAL | Enhanced SVM-SMOTE with Cluster Consistency for Imbalanced Data Classification. | Tajul Miftahushudur, Halil Mertkan Sahin, Bruce Grieve, Hujun Yin |
| 2023 | IDEAL | Combining of Markov Random Field and Convolutional Neural Networks for Hyper/Multispectral Image Classification. | Halil Mertkan Sahin, Bruce Grieve, Hujun Yin |
| 2022 | ICIP | Scene Context Enhanced Network for Person Search. | Mengyuan Ma, Hujun Yin |
| 2021 | BMVC | Dual Graph-Based Context Aggregation for Scene Parsing. | Mengyu Liu, Hujun Yin |
| 2021 | ICASSP | Efficient Multi-Objective GANs for Image Restoration. | Jingwen Su, Hujun Yin |
| 2021 | ICIP | Sparse Spatial Attention Network For Semantic Segmentation. | Mengyu Liu, Hujun Yin |
| 2021 | IJCNN | Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution. | Boyan Xu, Hujun Yin |
| 2021 | IDEAL | Ensemble Synthetic Oversampling with Manhattan Distance for Unbalanced Hyperspectral Data. | Tajul Miftahushudur, Bruce Grieve, Hujun Yin |
| 2021 | IDEAL | DC-Deblur: A Dilated Convolutional Network for Single Image Deblurring. | Boyan Xu, Hujun Yin |
| 2020 | ICLR | Meta-Learning with Warped Gradient Descent. | Sebastian Flennerhag, Andrei A. Rusu, Razvan Pascanu, Francesco Visin, Hujun Yin, Raia Hadsell |
| 2020 | IJCNN | 3D Point Cloud Feature Explanations Using Gradient-Based Methods. | Ananya Gupta, Simon Watson, Hujun Yin |
| 2020 | IDEAL | Automatic Multispectral Image Classification of Plant Virus from Leaf Samples. | Halil Mertkan Sahin, Bruce Grieve, Hujun Yin |
| 2020 | IDEAL | Improving Adversarial Learning with Image Quality Measures for Image Deblurring. | Jingwen Su, Hujun Yin |
| 2020 | IDEAL | A Slimmer and Deeper Approach to Network Structures for Image Denoising and Dehazing. | Boyan Xu, Hujun Yin |
| 2019 | BMVC | Feature Pyramid Encoding Network for Real-time Semantic Segmentation. | Mengyu Liu, Hujun Yin |
| 2019 | CVPR | Post Disaster Mapping With Semantic Change Detection in Satellite Imagery. | Ananya Gupta, Elisabeth Welburn, Simon Watson, Hujun Yin |
| 2019 | ICANN | CNN-Based Semantic Change Detection in Satellite Imagery. | Ananya Gupta, Elisabeth Welburn, Simon Watson, Hujun Yin |
| 2019 | ICIP | Cross Attention Network for Semantic Segmentation. | Mengyu Liu, Hujun Yin |
| 2019 | IDEAL | Multitemporal Aerial Image Registration Using Semantic Features. | Ananya Gupta, Yao Peng, Simon Watson, Hujun Yin |
| 2019 | IDEAL | Tracking Position and Status of Electric Control Switches Based on YOLO Detector. | Xingang Mou, Jian Cui, Hujun Yin, Xiao Zhou |
| 2019 | IDEAL | Image Quality Constrained GAN for Super-Resolution. | Jingwen Su, Yao Peng, Hujun Yin |
| 2018 | BMVC | WebCaricature: a benchmark for caricature recognition. | Jing Huo, Wenbin Li, Yinghuan Shi, Yang Gao, Hujun Yin |
| 2018 | IJCNN | SOMNet: Unsupervised Feature Learning Networks for Image Classification. | Richard Hankins, Yao Peng, Hujun Yin |
| 2018 | IDEAL | Towards Complex Features: Competitive Receptive Fields in Unsupervised Deep Networks. | Richard Hankins, Yao Peng, Hujun Yin |
| 2018 | IDEAL | Deep Neural Networks with Markov Random Field Models for Image Classification. | Yao Peng, Menyu Liu, Hujun Yin |
| 2017 | IDEAL | Towards Spectral-Texture Approach to Hyperspectral Image Analysis for Plant Classification. | Ali AlSuwaidi, Bruce Grieve, Hujun Yin |
| 2017 | IDEAL | Universum Discriminant Canonical Correlation Analysis. | Xiaohong Chen, Hujun Yin, Menglei Hu, Liping Wang |
| 2017 | IDEAL | Markov Random Field Based Convolutional Neural Networks for Image Classification. | Yao Peng, Hujun Yin |
| 2016 | IDEAL | Expression Classification and Intensity Estimation by Expression Manifold Synthesis. | Yao Peng, Hujun Yin |
| 2015 | IDEAL | Multistep Forecast of FX Rates Using an Extended Self-organizing Regressive Neural Network. | Yicun Ouyang, Hujun Yin |
| 2015 | IDEAL | Multi-manifold Approach to Multi-view Face Recognition. | Shireen Mohd Zaki, Hujun Yin |
| 2015 | IWINAC | A Self-Organising Multi-Manifold Learning Algorithm. | Hujun Yin, Shireen Mohd Zaki |
| 2014 | IDEAL | Linear Regression Fisher Discrimination Dictionary Learning for Hyperspectral Image Classification. | Liang Chen, Ming Yang, Cheng Deng, Hujun Yin |
| 2014 | IDEAL | Multi-step Forecast Based on Modified Neural Gas Mixture Autoregressive Model. | Yicun Ouyang, Hujun Yin |
| 2013 | IDEAL | Image Super Resolution via Visual Prior Based Digital Image Characteristics. | Yusheng Jia, Wanqi Yang, Yang Gao, Hujun Yin, Yinghuan Shi |
| 2013 | IDEAL | Forecasting Financial Time Series Using a Hybrid Self-Organising Neural Model. | Yicun Ouyang, Hujun Yin |
| 2013 | IDEAL | Voting-XCSc: A Consensus Clustering Method via Learning Classifier System. | Liqiang Qian, Yinghuan Shi, Yang Gao, Hujun Yin |
| 2012 | IDEAL | Abnormal Event Detection via Multi-Instance Dictionary Learning. | Jing Huo, Yang Gao, Wanqi Yang, Hujun Yin |
| 2012 | IDEAL | Multivoxel Pattern Analysis Using Information-Preserving EMD. | Zareen Mehboob, Hujun Yin, Sophie M. Wuerger, Laura M. Parkes |
| 2011 | IDEAL | Eigenlights: Recovering Illumination from Face Images. | James Burnstone, Hujun Yin |
| 2011 | IDEAL | Spectral Non-gaussianity for Blind Image Deblurring. | Aftab Khan, Hujun Yin |
| 2010 | ICIP | A dissimilarity kernel with local features for robust facial recognition. | Weilin Huang, Hujun Yin |
| 2010 | IJCNN | Gradient-based SOM clustering and visualisation methods. | Jos Alfredo F. Costa, Hujun Yin |
| 2010 | IDEAL | Neural Data Analysis and Reduction Using Improved Framework of Information-Preserving EMD. | Zareen Mehboob, Hujun Yin |
| 2009 | ICANN | Generalized Self-Organizing Mixture Autoregressive Model for Modeling Financial Time Series. | Hujun Yin, He Ni |
| 2009 | ICASSP | Multi-user MIMO and adaptive frequency reuse for next-generation mobile broadband networks. | Clark Chen, Yang-Seok Choi, Nageen Himayat, Minnie Ho, Vladimir Kravtsov, Guangjie Li, Qinghua Li, Yuval Lomnitz, Hongmei Sun, Hua Yang, Shilpa Talwar, Hujun Yin, Hongming Zheng, Shanshan Zheng |
| 2009 | ICIP | Linear and nonlinear dimensionality reduction for face recognition. | Weilin Huang, Hujun Yin |
| 2009 | IDEAL | Nonlinear Dimensionality Reduction for Face Recognition. | Weilin Huang, Hujun Yin |
| 2009 | IDEAL | Information Preserving Empirical Mode Decomposition for Filtering Field Potentials. | Zareen Mehboob, Hujun Yin |
| 2008 | HAIS | Analysis of Non-stationary Neurobiological Signals Using Empirical Mode Decomposition. | Zareen Mehboob, Hujun Yin |
| 2008 | HAIS | Nonlinear Principal Manifolds - Adaptive Hybrid Learning Approaches. | Hujun Yin |
| 2008 | ICANN | Decoding Population Neuronal Responses by Topological Clustering. | Hujun Yin, Stefano Panzeri, Zareen Mehboob, Mathew E. Diamond |
| 2008 | IJCNN | Topological clustering of synchronous spike trains. | Zareen Mehboob, Stefano Panzeri, Mathew E. Diamond, Hujun Yin |
| 2008 | IDEAL | Semi-supervised Growing Neural Gas for Face Recognition. | Shireen Mohd Zaki, Hujun Yin |
| 2007 | ICANN | Boosting Unsupervised Competitive Learning Ensembles. | Emilio Corchado, Bruno Baruque, Hujun Yin |
| 2007 | IJCNN | Connection between Self-Organizing Maps and Metric Multidimensional Scaling. | Hujun Yin |
| 2007 | IDEAL | Quality of Adaptation of Fusion ViSOM. | Bruno Baruque, Emilio Corchado, Hujun Yin |
| 2007 | IDEAL | Time-Series Prediction Using Self-Organising Mixture Autoregressive Network. | He Ni, Hujun Yin |
| 2007 | IWANN | ViSOM Ensembles for Visualization and Classification. | Bruno Baruque, Emilio Corchado, Hujun Yin |
| 2007 | KES | Automated Ham Quality Classification Using Ensemble Unsupervised Mapping Models. | Bruno Baruque, Emilio Corchado, Hujun Yin, Jordi Rovira, Javier Gonzlez |
| 2006 | ICONIP | Real-Time Synthesis of 3D Animations by Learning Parametric Gaussians Using Self-Organizing Mixture Networks. | Yi Wang, Hujun Yin, Li-Zhu Zhou, Zhi-Qiang Liu |
| 2006 | IDEAL | ICA and Genetic Algorithms for Blind Signal and Image Deconvolution and Deblurring. | Hujun Yin, Israr Hussain |
| 2006 | ISNN | Support Vector Machine in Novelty Detection for Multi-channel Combustion Data. | Lei A. Clifton, Hujun Yin, Yang Zhang |
| 2006 | ISNN | Recurrent Self-Organising Maps and Local Support Vector Machine Models for Exchange Rate Prediction. | He Ni, Hujun Yin |
| 2005 | CIS | Face Recognition Based on Support Vector Machine Fusion and Wavelet Transform. | Bicheng Li, Hujun Yin |
| 2005 | IDEAL | Matching Peptide Sequences with Mass Spectra. | K. W. Lau, Benjamin J. Stapley, Simon J. Hubbard, Hujun Yin |
| 2005 | IDEAL | Circular SOM for Temporal Characterisation of Modelled Gene Expressions. | Carla S. Mller-Levet, Hujun Yin |
| 2005 | ISNN | Face Recognition Using RBF Neural Networks and Wavelet Transform. | Bicheng Li, Hujun Yin |
| 2004 | IJCNN | Modelling gene expression time-series with radial basis function neural networks. | Carla S. Mller-Levet, Kwang-Hyun Cho, Hujun Yin, Olaf Wolkenhauer |
| 2004 | IDEAL | Topological Tree for Web Organisation, Discovery and Exploration. | Richard T. Freeman, Hujun Yin |
| 2004 | IDEAL | Modelling and Clustering of Gene Expressions Using RBFs and a Shape Similarity Metric. | Carla S. Mller-Levet, Hujun Yin |
| 2004 | IDEAL | Visualisation of Distributions and Clusters Using ViSOMs on Gene Expression Data. | Swapna Sarvesvaran, Hujun Yin |
| 2003 | IDEAL | Nonlinear Multidimensional Data Projection and Visualisation. | Hujun Yin |
| 2002 | IDEAL | Self-Organising Maps for Hierarchical Tree View Document Clustering Using Contextual Information. | Richard T. Freeman, Hujun Yin |
| 2002 | IDEAL | Document Clustering Using the 1 + 1 Dimensional Self-Organising Map. | Ben Russell, Hujun Yin, Nigel M. Allinson |
| 2000 | GLOBECOM | An efficient multiuser loading algorithm for OFDM-based broadband wireless systems. | Hujun Yin, Hui Liu |
| 2000 | ICASSP | An SDMA protocol for wireless multimedia networks. | Hujun Yin, Hui Liu |
| 2000 | IJCNN | A Simplified ICA Based Denoising Method. | Qingfu Zhang, Hujun Yin, Nigel M. Allinson |
| 1999 | IJCNN | Averaging ensembles of self-organising mixture networks for density estimation. | Hujun Yin, Nigel M. Allinson |
| 1994 | ICIP | Self-Organised Parameter Estimation and Segmentation of MRF Model-Based Texture Images. | Hujun Yin, Nigel M. Allinson |
| 1993 | IWANN | On the Distribution of Feature Space in Self-Organising Mapping and Convergence Accelerating by a Kalman Algorithm. | Hujun Yin, Nigel M. Allinson |
| 1990 | Interspeech | Speaker recognition using static and dynamic CEPSTRAL feature by a learning neural network. | Hujun Yin, Tong Zhou |