Face Recognition Using Fisher Non-negative Matrix Factorization with Sparseness Constraints. - Xiaorong Pu; Zhang Yi 001; Ziming Zheng; Wei Zhou; Mao Ye 001 (ISNN (2), 2005)

Fingerprint Classification by SPCNN and Combined LVQ Networks. - Luping Ji; Zhang Yi 001; Xiaorong Pu (ICNC (1), 2006)

Recognizing Partially Damaged Facial Images by Subspace Auto-associative Memories. - Xiaorong Pu; Zhang Yi 001; Yue Wu (ISNN (2), 2006)

Parts-Based Holistic Face Recognition with RBF Neural Networks. - Wei Zhou; Xiaorong Pu; Ziming Zheng (ISNN (2), 2006)

Multilayer Perceptron Networks Training Using Particle Swarm Optimization with Minimum Velocity Constraints. - Xiaorong Pu; Zhongjie Fang; Yongguo Liu (ISNN (3), 2007)

Clustering Using an Improved Hybrid Genetic Algorithm. - Yongguo Liu; Xiaorong Pu; Yi-Dong Shen; Zhang Yi 001; Xiaofeng Liao 001 (Int. J. Artif. Intell. Tools, 2007)

Binary Fingerprint Image Thinning Using Template-Based PCNNs. - Luping Ji; Zhang Yi 001; Lifeng Shang; Xiaorong Pu (IEEE Trans. Syst. Man Cybern. Part B, 2007)

A kernel view of manifold analysis for face images. - Dong Huang; Zhang Yi 001; Xiaorong Pu (ISKE, 2008)

Efficient Speaker Recognition based on Multi-class Twin Support Vector Machines and GMMs. - Hanhan Cong; Chengfu Yang; Xiaorong Pu (RAM, 2008)

Efficient Speech Emotion Recognition Based on Multisurface Proximal Support Vector Machine. - Chengfu Yang; Xiaorong Pu; Xiaobin Wang (RAM, 2008)

A new local PCA-SOM algorithm. - Dong Huang; Zhang Yi 001; Xiaorong Pu (Neurocomputing, 2008)

Holistic and partial facial features fusion by binary particle swarm optimization. - Xiaorong Pu; Zhang Yi 001; Zhongjie Fang (Neural Comput. Appl., 2008)

Modified PCNN Filtering for Fingerprint Enhancement. - Luping Ji; Xiaorong Pu; Guisong Liu (ICNC (2), 2009)

A New Incremental PCA Algorithm With Application to Visual Learning and Recognition. - Dong Huang; Zhang Yi 001; Xiaorong Pu (Neural Process. Lett., 2009)

Manifold-Based Learning and Synthesis. - Dong Huang; Zhang Yi 001; Xiaorong Pu (IEEE Trans. Syst. Man Cybern. Part B, 2009)

Chaotic Modeling of Time-Delay Memristive System. - Ju Jin; Yongbin Yu 001; Yijing Liu; Xiaorong Pu; Xiaofeng Liao 001 (ICIC (1), 2011)

One-dimensional pairwise CNN for the global alignment of two DNA sequences. - Luping Ji; Xiaorong Pu; Hong Qu; Guisong Liu (Neurocomputing, 2015)

Facial expression recognition from image sequences using twofold random forest classifier. - Xiaorong Pu; Ke Fan; Xiong Chen; Luping Ji; Zhihu Zhou (Neurocomputing, 2015)

Deep Semantics-Preserving Hashing Based Skin Lesion Image Retrieval. - Xiaorong Pu; Yan Li; Hang Qiu 002; Yinhui Sun (ISNN (2), 2017)

Median local ternary patterns optimized with rotation-invariant uniform-three mapping for noisy texture classification. - Luping Ji; Yan Ren; Xiaorong Pu; Guisong Liu (Pattern Recognit., 2018)

Training-Based Gradient LBP Feature Models for Multiresolution Texture Classification. - Luping Ji; Yan Ren; Guisong Liu; Xiaorong Pu (IEEE Trans. Cybern., 2018)

A Semantic-Based Short-Text Fast Clustering Method on Hotline Records in Chengdu. - Xiaorong Pu; Kun Long; Kecheng Chen; Mei Xie; Jiancheng Lv 001; Dezhong Peng (DASC/PiCom/DataCom/CyberSciTech, 2019)

Automatic Identification of Alzheimer's Disease and Epilepsy Based on MRI. - Xijue Zhang; Wanling Li; Wangshu Shen; Lin Zhang; Xiaorong Pu; Lei Chen (ICTAI, 2019)

Self-Paced Multi-View Clustering via a Novel Soft Weighted Regularizer. - Zongmo Huang; Yazhou Ren 001; Wenli Liu; Xiaorong Pu (IEEE Access, 2019)

Low-Dose CT Image Blind Denoising with Graph Convolutional Networks. - Kecheng Chen; Xiaorong Pu; Yazhou Ren 001; Hang Qiu 002; Haoliang Li; Jiayu Sun (ICONIP (1), 2020)

Task-Driven Deep Learning for LDCT Image Denoising. - Kecheng Chen; Jiaxin Huang 006; Jiayu Sun; Yazhou Ren 001; Xiaorong Pu (ISICDM, 2020)

Multi-graph fusion for multi-view spectral clustering. - Zhao Kang 001; Guoxin Shi; Shudong Huang; Wenyu Chen 001; Xiaorong Pu; Joey Tianyi Zhou; Zenglin Xu (Knowl. Based Syst., 2020)

Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering. - Jie Xu 044; Yazhou Ren 001; Huayi Tang; Xiaorong Pu; Xiaofeng Zhu 001; Ming Zeng 009; Lifang He 001 (ICCV, 2021)

Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection. - Kecheng Chen; Kun Long; Yazhou Ren 001; Jiayu Sun; Xiaorong Pu (ACM Multimedia, 2021)

Non-Linear Fusion for Self-Paced Multi-View Clustering. - Zongmo Huang; Yazhou Ren 001; Xiaorong Pu; Lifang He 001 (ACM Multimedia, 2021)

Self-supervised Discriminative Feature Learning for Multi-view Clustering. - Jie Xu 044; Yazhou Ren 001; Huayi Tang; Zhimeng Yang; Lili Pan 001; Yang Yang 002; Xiaorong Pu (CoRR, 2021)

RIDnet: Radiologist-Inspired Deep Neural Network for Low-dose CT Denoising. - Kecheng Chen; Jiayu Sun; Jiang Shen; Jixiang Luo; Xinyu Zhang; Xuelin Pan; Dongsheng Wu; Yue Zhao; Miguel Bento; Yazhou Ren 001; Xiaorong Pu (CoRR, 2021)

EEGDnet: Fusing Non-Local and Local Self-Similarity for 1-D EEG Signal Denoising with 2-D Transformer. - Peng Yi; Kecheng Chen; Zhaoqi Ma; Di Zhao; Xiaorong Pu; Yazhou Ren 001 (CoRR, 2021)

Machine learning based early mortality prediction in the emergency department. - Cong Li; Zhuo Zhang 007; Yazhou Ren 001; Hu Nie; Yuqing Lei; Hang Qiu 002; Zenglin Xu; Xiaorong Pu (Int. J. Medical Informatics, 2021)

Probability-based Mask R-CNN for pulmonary embolism detection. - Kun Long; Lei Tang; Xiaorong Pu; Yazhou Ren 001; Mingxiu Zheng; Li Gao; Chunjiang Song; Su Han; Min Zhou; Fengbin Deng (Neurocomputing, 2021)

Dual self-paced multi-view clustering. - Zongmo Huang; Yazhou Ren 001; Xiaorong Pu; Lili Pan 001; Dezhong Yao 001; Guoxian Yu (Neural Networks, 2021)

Cross Domain Low-Dose CT Image Denoising With Semantic Information Alignment. - Jiaxin Huang 006; Kecheng Chen; Jiayu Sun; Xiaorong Pu; Yazhou Ren 001 (ICIP, 2022)

Shared-Attribute Multi-Graph Clustering with Global Self-Attention. - Jianpeng Chen; Zhimeng Yang; Jingyu Pu; Yazhou Ren 001; Xiaorong Pu; Li Gao; Lifang He 001 (ICONIP (1), 2022)

ClusterUDA: Latent Space Clustering in Unsupervised Domain Adaption for Pulmonary Nodule Detection. - Mengjie Wang; Yuxin Zhu; Xiaoyu Wei; Kecheng Chen; Xiaorong Pu; Chao Li 034; Yazhou Ren 001 (ICONIP (6), 2022)

Self-Paced Label Distribution Learning for In-The-Wild Facial Expression Recognition. - Jianjian Shao; Zhenqian Wu; Yuanyan Luo; Shudong Huang; Xiaorong Pu; Yazhou Ren 001 (ACM Multimedia, 2022)

BS-80K: The first large open-access dataset of bone scan images. - Zongmo Huang; Xiaorong Pu; Gongshun Tang; Ming Ping; Guo Jiang; Mengjie Wang; Xiaoyu Wei; Yazhou Ren 001 (Comput. Biol. Medicine, 2022)

EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer. - Xiaorong Pu; Peng Yi; Kecheng Chen; Zhaoqi Ma; Di Zhao; Yazhou Ren 001 (Comput. Biol. Medicine, 2022)

Deep Embedded Multi-View Clustering via Jointly Learning Latent Representations and Graphs. - Zongmo Huang; Yazhou Ren 001; Xiaorong Pu; Lifang He 001 (CoRR, 2022)

Variational Graph Generator for Multi-View Graph Clustering. - Jianpeng Chen; Yawen Ling; Jie Xu 044; Yazhou Ren 001; Shudong Huang; Xiaorong Pu; Lifang He 001 (CoRR, 2022)

TEMDnet: A Novel Deep Denoising Network for Transient Electromagnetic Signal With Signal-to-Image Transformation. - Kecheng Chen; Xiaorong Pu; Yazhou Ren 001; Hang Qiu 002; Fanqiang Lin; Saimin Zhang (IEEE Trans. Geosci. Remote. Sens., 2022)

Self-Supervised Graph Attention Networks for Deep Weighted Multi-View Clustering. - Zongmo Huang; Yazhou Ren 001; Xiaorong Pu; Shudong Huang; Zenglin Xu; Lifang He 001 (AAAI, 2023)

Dual Label-Guided Graph Refinement for Multi-View Graph Clustering. - Yawen Ling; Jianpeng Chen; Yazhou Ren 001; Xiaorong Pu; Jie Xu 044; Xiaofeng Zhu 001; Lifang He 001 (AAAI, 2023)

Deep Multi-view Subspace Clustering with Anchor Graph. - Chenhang Cui; Yazhou Ren 001; Jingyu Pu; Xiaorong Pu; Lifang He 001 (IJCAI, 2023)

Federated Deep Multi-View Clustering with Global Self-Supervision. - Xinyue Chen; Jie Xu 044; Yazhou Ren 001; Xiaorong Pu; Ce Zhu; Xiaofeng Zhu 001; Zhifeng Hao; Lifang He 001 (ACM Multimedia, 2023)

Generative Neutral Features-Disentangled Learning for Facial Expression Recognition. - Zhenqian Wu; Yazhou Ren 001; Xiaorong Pu; Zhifeng Hao; Lifang He 001 (ACM Multimedia, 2023)

A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective. - Chenhang Cui; Yazhou Ren 001; Jingyu Pu; Jiawei Li; Xiaorong Pu; Tianyi Wu; Yutao Shi; Lifang He 001 (NeurIPS, 2023)

Self-Paced Neutral Expression-Disentangled Learning for Facial Expression Recognition. - Zhenqian Wu; Xiaoyuan Li; Yazhou Ren 001; Xiaorong Pu; Xiaofeng Zhu 001; Lifang He 001 (CoRR, 2023)

DC-FUDA: Improving deep clustering via fully unsupervised domain adaptation. - Zhimeng Yang; Yazhou Ren 001; Zirui Wu; Ming Zeng 009; Jie Xu 044; Yang Yang 002; Xiaorong Pu; Philip S. Yu; Lifang He 001 (Neurocomputing, 2023)

Self-Supervised Discriminative Feature Learning for Deep Multi-View Clustering. - Jie Xu 044; Yazhou Ren 001; Huayi Tang; Zhimeng Yang; Lili Pan 001; Yang Yang 002; Xiaorong Pu; Philip S. Yu; Lifang He 001 (IEEE Trans. Knowl. Data Eng., 2023)

CDDnet: Cross-domain denoising network for low-dose CT image via local and global information alignment. - Jiaxin Huang 006; Kecheng Chen; Yazhou Ren 001; Jiayu Sun; Yanmei Wang; Tao Tao; Xiaorong Pu (Comput. Biol. Medicine, 2023)

Sparse Bayesian Deep Learning for Cross Domain Medical Image Reconstruction. - Jiaxin Huang 006; Qi Wu; Yazhou Ren 001; Fan Yang; Aodi Yang; Qianqian Yang; Xiaorong Pu (AAAI, 2024)

Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering. - Jingyu Pu; Chenhang Cui; Xinyue Chen; Yazhou Ren 001; Xiaorong Pu; Zhifeng Hao; Philip S. Yu; Lifang He 001 (AAAI, 2024)

Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering. - Zichen Wen; Yawen Ling; Yazhou Ren 001; Tianyi Wu; Jianpeng Chen; Xiaorong Pu; Zhifeng Hao; Lifang He 001 (AAAI, 2024)

Frequency-Constraint VQ-VAE for Adaptive MRI Segmentation. - Qi Wu; Minghao Zhang; Ju Liu; Fan Yang; Kecheng Chen; Yazhou Ren 001; Xiaorong Pu (ICONIP (9), 2024)

Dynamic Weighted Graph Fusion for Deep Multi-View Clustering. - Yazhou Ren 001; Jingyu Pu; Chenhang Cui; Yan Zheng; Xinyue Chen; Xiaorong Pu; Lifang He 001 (IJCAI, 2024)

Integrating Vision-Language Semantic Graphs in Multi-View Clustering. - JunLong Ke; Zichen Wen; Yechenhao Yang; Chenhang Cui; Yazhou Ren 001; Xiaorong Pu; Lifang He 001 (IJCAI, 2024)

Cross-View Contrastive Fusion for Enhanced Molecular Property Prediction. - Yan Zheng; Song Wu; Junyu Lin; Yazhou Ren 001; Jing He 004; Xiaorong Pu; Lifang He 001 (IJCAI, 2024)

Cross-view Contrastive Unification Guides Generative Pretraining for Molecular Property Prediction. - Junyu Lin; Yan Zheng; Xinyue Chen; Yazhou Ren 001; Xiaorong Pu; Jing He 004 (ACM Multimedia, 2024)

Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering. - Zichen Wen; Tianyi Wu; Yazhou Ren 001; Yawen Ling; Chenhang Cui; Xiaorong Pu; Lifang He 001 (ACM Multimedia, 2024)

Cross-View Mutual Learning for Semi-Supervised Medical Image Segmentation. - Song Wu; Xiaoyu Wei; Xinyue Chen; Yazhou Ren 001; Jing He 004; Xiaorong Pu (ACM Multimedia, 2024)

Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views. - Xinyue Chen; Yazhou Ren 001; Jie Xu 044; Fangfei Lin; Xiaorong Pu; Yang Yang 002 (NeurIPS, 2024)

A novel federated multi-view clustering method for unaligned and incomplete data fusion. - Yazhou Ren 001; Xinyue Chen; Jie Xu 044; Jingyu Pu; Yonghao Huang; Xiaorong Pu; Ce Zhu; Xiaofeng Zhu 001; Zhifeng Hao; Lifang He 001 (Inf. Fusion, 2024)

Cross-Domain Low-Dose CT Image Denoising With Semantic Preservation and Noise Alignment. - Jiaxin Huang 006; Kecheng Chen; Yazhou Ren 001; Jiayu Sun; Xiaorong Pu; Ce Zhu (IEEE Trans. Multim., 2024)

Self-Weighted Contrastive Fusion for Deep Multi-View Clustering. - Song Wu; Yan Zheng; Yazhou Ren 001; Jing He 004; Xiaorong Pu; Shudong Huang; Zhifeng Hao; Lifang He 001 (IEEE Trans. Multim., 2024)

VSNet: Focusing on the Linguistic Characteristics of Sign Language. - Yuhao Li; Xinyue Chen; Hongkai Li; Xiaorong Pu; Peng Jin; Yazhou Ren 001 (CVPR, 2025)

Multi-modal isolated sign language recognition based on self-paced learning. - Yazhou Ren 001; Hongkai Li; Yuhao Li; Jingyu Pu; Xiaorong Pu; Siyuan Jing; Peng Jin; Lifang He 001 (Expert Syst. Appl., 2025)

Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain. - Pengcheng Zheng; Kecheng Chen; Jiaxin Huang 006; Bohao Chen; Ju Liu; Yazhou Ren 001; Xiaorong Pu (CoRR, 2025)

Deep Clustering: A Comprehensive Survey. - Yazhou Ren 001; Jingyu Pu; Zhimeng Yang; Jie Xu 044; Guofeng Li; Xiaorong Pu; Philip S. Yu; Lifang He 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Variational Graph Generator for Multiview Graph Clustering. - Jianpeng Chen; Yawen Ling; Jie Xu 044; Yazhou Ren 001; Shudong Huang; Xiaorong Pu; Zhifeng Hao; Philip S. Yu; Lifang He 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

ChronoSelect: Robust Learning with Noisy Labels via Dynamics Temporal Memory. - Jianchao Wang; Qingfeng Li; Pengcheng Zheng; Xiaorong Pu; Yazhou Ren 001 (CoRR, 2025)