Incremental learning of bidirectional principal components for face recognition. - Chuan-Xian Ren; Dao-Qing Dai (Pattern Recognit., 2010)

Bilinear Lanczos components for fast dimensionality reduction and feature extraction. - Chuan-Xian Ren; Dao-Qing Dai (Pattern Recognit., 2010)

Face recognition with continuous occlusion using partially iteratively reweighted sparse coding. - Xiao-Xin Li; Dao-Qing Dai; Xiao-Fei Zhang; Chuan-Xian Ren (ACPR, 2011)

Low resolution facial image recognition via multiple kernel criterion. - Chuan-Xian Ren; Dao-Qing Dai; Hong Yan 001 (ACPR, 2011)

ℓ2;1-norm based Regression for Classification. - Chuan-Xian Ren; Dao-Qing Dai; Hong Yan 001 (ACPR, 2011)

Face Recognition Using Nonlinear Partial Least Squares in Reproducing Kernel Hilbert Space. - Ye-Gang Hu; Chuan-Xian Ren; Yun-Fei Yao; Wan-Yi Li; Feng Wang (CCPR, 2012)

Face Recognition under Variable Illumination by Weighted-Subband Edge Enhancement. - Zhao-Rong Lai; Dao-Qing Dai; Chuan-Xian Ren (CCPR, 2012)

Learning with Multiple Orientations and Scales for Face Recognition. - Chuan-Xian Ren; Dao-Qing Dai; Zhao-Rong Lai (CCPR, 2012)

Robust classification using ℓ2, 1-norm based regression model. - Chuan-Xian Ren; Dao-Qing Dai; Hong Yan 001 (Pattern Recognit., 2012)

Coupled Kernel Embedding for Low-Resolution Face Image Recognition. - Chuan-Xian Ren; Dao-Qing Dai; Hong Yan 001 (IEEE Trans. Image Process., 2012)

Structured Sparse Error Coding for Face Recognition With Occlusion. - Xiao-Xin Li; Dao-Qing Dai; Xiao-Fei Zhang; Chuan-Xian Ren (IEEE Trans. Image Process., 2013)

Multilayer Surface Albedo for Face Recognition With Reference Images in Bad Lighting Conditions. - Zhao-Rong Lai; Dao-Qing Dai; Chuan-Xian Ren; Ke-Kun Huang (IEEE Trans. Image Process., 2014)

Transfer Learning of Structured Representation for Face Recognition. - Chuan-Xian Ren; Dao-Qing Dai; Ke-Kun Huang; Zhao-Rong Lai (IEEE Trans. Image Process., 2014)

Band-Reweighed Gabor Kernel Embedding for Face Image Representation and Recognition. - Chuan-Xian Ren; Dao-Qing Dai; Xiao-Xin Li; Zhao-Rong Lai (IEEE Trans. Image Process., 2014)

Discriminative and Compact Coding for Robust Face Recognition. - Zhao-Rong Lai; Dao-Qing Dai; Chuan-Xian Ren; Ke-Kun Huang (IEEE Trans. Cybern., 2015)

Multiscale Logarithm Difference Edgemaps for Face Recognition Against Varying Lighting Conditions. - Zhao-Rong Lai; Dao-Qing Dai; Chuan-Xian Ren; Ke-Kun Huang (IEEE Trans. Image Process., 2015)

Sample Weighting: An Inherent Approach for Outlier Suppressing Discriminant Analysis. - Chuan-Xian Ren; Dao-Qing Dai; Xiaofei He 001; Hong Yan 001 (IEEE Trans. Knowl. Data Eng., 2015)

Enhanced Local Gradient Order Features and Discriminant Analysis for Face Recognition. - Chuan-Xian Ren; Zhen Lei 001; Dao-Qing Dai; Stan Z. Li (IEEE Trans. Cybern., 2016)

Remote sensing image compression based on binary tree and optimized truncation. - Ke-Kun Huang; Hui Liu; Chuan-Xian Ren; Yu-Feng Yu 001; Zhao-Rong Lai (Digit. Signal Process., 2017)

Regularized coplanar discriminant analysis for dimensionality reduction. - Ke-Kun Huang; Dao-Qing Dai; Chuan-Xian Ren (Pattern Recognit., 2017)

Fusing landmark-based features at kernel level for face recognition. - Ke-Kun Huang; Dao-Qing Dai; Chuan-Xian Ren; Yu-Feng Yu 001; Zhao-Rong Lai (Pattern Recognit., 2017)

Discriminative multi-scale sparse coding for single-sample face recognition with occlusion. - Yu-Feng Yu 001; Dao-Qing Dai; Chuan-Xian Ren; Ke-Kun Huang (Pattern Recognit., 2017)

Discriminative multi-layer illumination-robust feature extraction for face recognition. - Yu-Feng Yu 001; Dao-Qing Dai; Chuan-Xian Ren; Ke-Kun Huang (Pattern Recognit., 2017)

Quadtree coding with adaptive scanning order for space-borne image compression. - Hui Liu; Ke-Kun Huang; Chuan-Xian Ren; Yu-Feng Yu 001; Zhao-Rong Lai (Signal Process. Image Commun., 2017)

Sliced Inverse Regression With Adaptive Spectral Sparsity for Dimension Reduction. - Xiao-Lin Xu; Chuan-Xian Ren; Ran-Chao Wu; Hong Yan 001 (IEEE Trans. Cybern., 2017)

Learning Kernel Extended Dictionary for Face Recognition. - Ke-Kun Huang; Dao-Qing Dai; Chuan-Xian Ren; Zhao-Rong Lai (IEEE Trans. Neural Networks Learn. Syst., 2017)

Face Image Set Recognition Based on Bilinear Regression. - Wen-Wen Hua; Chuan-Xian Ren (PRCV (3), 2018)

A Sparse Substitute for Deconvolution Layers in GANs. - Juzheng Li; Pengfei Ge; Chuan-Xian Ren (PRCV (2), 2018)

Kernel Embedding Multiorientation Local Pattern for Image Representation. - Yu-Feng Yu 001; Chuan-Xian Ren; Dao-Qing Dai; Ke-Kun Huang (IEEE Trans. Cybern., 2018)

A Peak Price Tracking-Based Learning System for Portfolio Selection. - Zhao-Rong Lai; Dao-Qing Dai; Chuan-Xian Ren; Ke-Kun Huang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Radial Basis Functions With Adaptive Input and Composite Trend Representation for Portfolio Selection. - Zhao-Rong Lai; Dao-Qing Dai; Chuan-Xian Ren; Ke-Kun Huang (IEEE Trans. Neural Networks Learn. Syst., 2018)

A Bypass-Based U-Net for Medical Image Segmentation. - Kaixuan Chen 003; Gengxin Xu; Jiaying Qian; Chuan-Xian Ren (IScIDE (1), 2019)

Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation. - Chuan-Xian Ren; Bo-Hua Liang; Zhen Lei 001 (CoRR, 2019)

Deep metric learning via subtype fuzzy clustering. - Chuan-Xian Ren; Juzheng Li; Pengfei Ge; Xiao-Lin Xu (Pattern Recognit., 2019)

A Deep and Structured Metric Learning Method for Robust Person Re-Identification. - Chuan-Xian Ren; Xiao-Lin Xu; Zhen Lei 001 (Pattern Recognit., 2019)

Sparse approximation to discriminant projection learning and application to image classification. - Yu-Feng Yu 001; Chuan-Xian Ren; Min Jiang 003; Man-Yu Sun; Dao-Qing Dai; Guodong Guo (Pattern Recognit., 2019)

Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment. - You-Wei Luo; Chuan-Xian Ren; Pengfei Ge; Ke-Kun Huang; Yu-Feng Yu 001 (AAAI, 2020)

Enhanced Transport Distance for Unsupervised Domain Adaptation. - Mengxue Li; Yiming Zhai; You-Wei Luo; Pengfei Ge; Chuan-Xian Ren (CVPR, 2020)

Domain Adaptation and Image Classification via Deep Conditional Adaptation Network. - Pengfei Ge; Chuan-Xian Ren; Dao-Qing Dai; Hong Yan 001 (CoRR, 2020)

Dual Adversarial Auto-Encoders for Clustering. - Pengfei Ge; Chuan-Xian Ren; Jiashi Feng; Shuicheng Yan (CoRR, 2020)

Generalized Conditional Domain Adaptation: A Causal Perspective With Low-Rank Translators. - Chuan-Xian Ren; Xiao-Lin Xu; Hong Yan 001 (IEEE Trans. Cybern., 2020)

Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation. - Chuan-Xian Ren; Bo-Hua Liang; Pengfei Ge; Yiming Zhai; Zhen Lei 001 (IEEE Trans. Inf. Forensics Secur., 2020)

Discriminative Residual Analysis for Image Set Classification With Posture and Age Variations. - Chuan-Xian Ren; You-Wei Luo; Xiao-Lin Xu; Dao-Qing Dai; Hong Yan 001 (IEEE Trans. Image Process., 2020)

Dual Adversarial Autoencoders for Clustering. - Pengfei Ge; Chuan-Xian Ren; Dao-Qing Dai; Jiashi Feng; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2020)

Conditional Bures Metric for Domain Adaptation. - You-Wei Luo; Chuan-Xian Ren (CVPR, 2021)

MetaCon: Meta Contrastive Learning for Microsatellite Instability Detection. - Yuqing Liu; Weiwen Wang 001; Chuan-Xian Ren; Dao-Qing Dai (MICCAI (8), 2021)

Geometry-Aware Unsupervised Domain Adaptation. - You-Wei Luo; Chuan-Xian Ren; Zi-Ying Chen (CoRR, 2021)

Hyperspectral image classification via discriminative convolutional neural network with an improved triplet loss. - Ke-Kun Huang; Chuan-Xian Ren; Hui Liu; Zhao-Rong Lai; Yu-Feng Yu 001; Dao-Qing Dai (Pattern Recognit., 2021)

Heterogeneous Domain Adaptation via Covariance Structured Feature Translators. - Chuan-Xian Ren; Jiashi Feng; Dao-Qing Dai; Shuicheng Yan (IEEE Trans. Cybern., 2021)

Learning Kernel for Conditional Moment-Matching Discrepancy-Based Image Classification. - Chuan-Xian Ren; Pengfei Ge; Dao-Qing Dai; Hong Yan 001 (IEEE Trans. Cybern., 2021)

Learning Target-Domain-Specific Classifier for Partial Domain Adaptation. - Chuan-Xian Ren; Pengfei Ge; Pei-Yi Yang; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2021)

Learning representation for multiple biological networks via a robust graph regularized integration approach. - Xiwen Zhang; Weiwen Wang 001; Chuan-Xian Ren; Dao-Qing Dai (Briefings Bioinform., 2022)

Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain. - Chuan-Xian Ren; Yong Hui Liu; Xi-Wen Zhang; Ke-Kun Huang (CoRR, 2022)

Generalized Label Shift Correction via Minimum Uncertainty Principle: Theory and Algorithm. - You-Wei Luo; Chuan-Xian Ren (CoRR, 2022)

Towards Unsupervised Domain Adaptation via Domain-Transformer. - Chuan-Xian Ren; Yi-Ming Zhai; You-Wei Luo; Meng-Xue Li (CoRR, 2022)

Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation. - Yong Hui Liu; Chuan-Xian Ren; Xiao-Lin Xu; Ke-Kun Huang (CoRR, 2022)

Unsupervised Domain Adaptation via Discriminative Manifold Propagation. - You-Wei Luo; Chuan-Xian Ren; Dao-Qing Dai; Hong Yan 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

A Two-Way alignment approach for unsupervised multi-Source domain adaptation. - Yong Hui Liu; Chuan-Xian Ren (Pattern Recognit., 2022)

Pomelo Tree Detection Method Based on Attention Mechanism and Cross-Layer Feature Fusion. - Haotian Yuan 001; Kekun Huang; Chuan-Xian Ren; Yongzhu Xiong; Jieli Duan; Zhou Yang 005 (Remote. Sens., 2022)

Hyperspectral Image Classification via Discriminant Gabor Ensemble Filter. - Ke-Kun Huang; Chuan-Xian Ren; Hui Liu; Zhao-Rong Lai; Yu-Feng Yu 001; Dao-Qing Dai (IEEE Trans. Cybern., 2022)

Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain. - Chuan-Xian Ren; Yong Hui Liu; Xiwen Zhang; Ke-Kun Huang (IEEE Trans. Image Process., 2022)

Cross-Site Severity Assessment of COVID-19 From CT Images via Domain Adaptation. - Gengxin Xu; Chen Liu 026; Jun Liu 075; Zhongxiang Ding; Feng Shi 001; Man Guo; Wei Zhao 040; Xiaoming Li; Ying Wei 009; Yaozong Gao; Chuan-Xian Ren; Dinggang Shen (IEEE Trans. Medical Imaging, 2022)

Adaptive Texture Filtering for Single-Domain Generalized Segmentation. - Xinhui Li; Mingjia Li 001; Yaxing Wang; Chuan-Xian Ren; Xiaojie Guo 001 (AAAI, 2023)

MOT: Masked Optimal Transport for Partial Domain Adaptation. - You-Wei Luo; Chuan-Xian Ren (CVPR, 2023)

SPNet: A novel deep neural network for retinal vessel segmentation based on shared decoder and pyramid-like loss. - Gengxin Xu; Chuan-Xian Ren (Neurocomputing, 2023)

Unsupervised Domain Adaptation via Deep Conditional Adaptation Network. - Pengfei Ge; Chuan-Xian Ren; Xiao-Lin Xu; Hong Yan 001 (Pattern Recognit., 2023)

Hyperspectral Image Classification via Cross-Domain Few-Shot Learning With Kernel Triplet Loss. - Ke-Kun Huang; Hao-tian Yuan 001; Chuan-Xian Ren; Yueen Hou; Jieli Duan; Zhou Yang 005 (IEEE Trans. Geosci. Remote. Sens., 2023)

BuresNet: Conditional Bures Metric for Transferable Representation Learning. - Chuan-Xian Ren; You-Wei Luo; Dao-Qing Dai (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Conditional Independence Induced Unsupervised Domain Adaptation. - Xiao-Lin Xu; Gengxin Xu; Chuan-Xian Ren; Dao-Qing Dai; Hong Yan 001 (Pattern Recognit., 2023)

Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation. - Yan Wang; Chuan-Xian Ren; Yi-Ming Zhai; You-Wei Luo; Hong Yan 001 (AAAI, 2024)

COD: Learning Conditional Invariant Representation for Domain Adaptation Regression. - Hao-Ran Yang; Chuan-Xian Ren; You-Wei Luo (ECCV (76), 2024)

Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation. - Zixian Huang; Chuan-Xian Ren (IJCAI, 2024)

Maximizing conditional independence for unsupervised domain adaptation. - Yiming Zhai; Chuan-Xian Ren; You-Wei Luo; Dao-Qing Dai (Sci. China Inf. Sci., 2024)

Domain knowledge-driven encoder-decoder for nasopharyngeal carcinoma segmentation. - Gengxin Xu; Chuan-Xian Ren; Ying Sun (Expert Syst. Appl., 2024)

Cross-site prognosis prediction for nasopharyngeal carcinoma from incomplete multi-modal data. - Chuan-Xian Ren; Gengxin Xu; Dao-Qing Dai; Li Lin; Ying Sun; Qing-Shan Liu (Medical Image Anal., 2024)

Towards Unsupervised Domain Adaptation via Domain-Transformer. - Chuan-Xian Ren; Yiming Zhai; You-Wei Luo; Hong Yan 001 (Int. J. Comput. Vis., 2024)

When Invariant Representation Learning Meets Label Shift: Insufficiency and Theoretical Insights. - You-Wei Luo; Chuan-Xian Ren (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation. - You-Wei Luo; Chuan-Xian Ren; Xiao-Lin Xu; Qingshan Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

MPOT: Manifold Preserving Optimal Transport for Visual Recognition Under Severe Distribution Shift. - You-Wei Luo; Zhi-Hao Li; Chuan-Xian Ren (ICASSP, 2025)

Invariant Model Learning on Local-Aware Wasserstein Geodesic for Domain Adaptation. - You-Wei Luo; Yi-Ming Zhai; Chuan-Xian Ren (ICASSP, 2025)

Unsupervised domain adaptation via optimal prototypes transport. - Xiao-Lin Xu; Chuan-Xian Ren; Hong Yan 001 (Expert Syst. Appl., 2025)

Partial Domain Adaptation via Importance Sampling-Based Shift Correction. - Cheng-Jun Guo; Chuan-Xian Ren; You-Wei Luo; Xiao-Lin Xu; Hong Yan 001 (IEEE Trans. Image Process., 2025)

A Physics-preserved Transfer Learning Method for Differential Equations. - Hao-Ran Yang; Chuan-Xian Ren (CoRR, 2025)

Soft-Masked Semi-Dual Optimal Transport for Partial Domain Adaptation. - Yiming Zhai; Chuan-Xian Ren; Hong Yan 001 (CoRR, 2025)

A Generalized Label Shift Perspective for Cross-Domain Gaze Estimation. - Hao-Ran Yang; Xiaohui Chen; Chuan-Xian Ren (CoRR, 2025)

Bi-level Unbalanced Optimal Transport for Partial Domain Adaptation. - Zi-Ying Chen; Chuan-Xian Ren; Hong Yan (CoRR, 2025)

CWFBind: Geometry-Awareness for Fast and Accurate Protein-Ligand Docking. - Liyan Jia; Chuan-Xian Ren; Hong Yan 001 (CoRR, 2025)

Multi-Sequence Parotid Gland Lesion Segmentation via Expert Text-Guided Segment Anything Model. - Zhongyuan Wu; Chuan-Xian Ren; Yu Wang; Xiaohua Ban; Jianning Xiao; Xiaohui Duan (CoRR, 2025)