Chuan-Xian Ren

105 papers A* 10Misc 2Journal 82Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bi-level unbalanced optimal transport for partial domain adaptation.
Pattern Recognit.
Zi-Ying Chen, Chuan-Xian Ren, Hong Yan
2026 A* conf
GCA: Geometry-aware Conditional Alignment for Partial Domain Adaptation with Coding Rate Reduction.
AAAI
Xiaohui Chen, Chuan-Xian Ren
2026 A* conf
Inverse Optimal Transport for Efficient Adaptation of Vision-Language Models.
AAAI
Shupeng Qiu, Chuan-Xian Ren
2026 A* conf
Wasserstein-Aware Transfer: Class-Level Alignment for Robust Diffusion Model Adaptation.
AAAI
Zixian Huang, Chuan-Xian Ren
2025 J jnl
A Generalized Label Shift Perspective for Cross-Domain Gaze Estimation.
CoRR
Haoran Yang, Xiaohui Chen, Chuan-Xian Ren
2025 J jnl
A Physics-preserved Transfer Learning Method for Differential Equations.
CoRR
Haoran Yang, Chuan-Xian Ren
2025 J jnl
Bi-level Unbalanced Optimal Transport for Partial Domain Adaptation.
CoRR
Zi-Ying Chen, Chuan-Xian Ren, Hong Yan
2025 J jnl
CWFBind: Geometry-Awareness for Fast and Accurate Protein-Ligand Docking.
CoRR
Liyan Jia, Chuan-Xian Ren, Hong Yan
2025 Misc conf
Invariant Model Learning on Local-Aware Wasserstein Geodesic for Domain Adaptation.
ICASSP
You-Wei Luo, Yi-Ming Zhai, Chuan-Xian Ren
2025 Misc conf
MPOT: Manifold Preserving Optimal Transport for Visual Recognition Under Severe Distribution Shift.
ICASSP
You-Wei Luo, Zhi-Hao Li, Chuan-Xian Ren
2025 J jnl
Multi-Sequence Parotid Gland Lesion Segmentation via Expert Text-Guided Segment Anything Model.
CoRR
Zhongyuan Wu, Chuan-Xian Ren, Yu Wang, Xiaohua Ban, Jianning Xiao, Xiaohui Duan
2025 J jnl
Partial Domain Adaptation via Importance Sampling-Based Shift Correction.
IEEE Trans. Image Process.
Cheng-Jun Guo, Chuan-Xian Ren, You-Wei Luo, Xiao-Lin Xu, Hong Yan
2025 J jnl
Partial Domain Adaptation via Importance Sampling-based Shift Correction.
CoRR
Cheng-Jun Guo, Chuan-Xian Ren, You-Wei Luo, Xiao-Lin Xu, Hong Yan
2025 J jnl
Soft-Masked Semi-Dual Optimal Transport for Partial Domain Adaptation.
CoRR
Yiming Zhai, Chuan-Xian Ren, Hong Yan
2025 J jnl
Unsupervised domain adaptation via optimal prototypes transport.
Expert Syst. Appl.
Xiao-Lin Xu, Chuan-Xian Ren, Hong Yan
2024 — conf
COD: Learning Conditional Invariant Representation for Domain Adaptation Regression.
ECCV (76)
Haoran Yang, Chuan-Xian Ren, You-Wei Luo
2024 J jnl
COD: Learning Conditional Invariant Representation for Domain Adaptation Regression.
CoRR
Haoran Yang, Chuan-Xian Ren, You-Wei Luo
2024 J jnl
Cross-site prognosis prediction for nasopharyngeal carcinoma from incomplete multi-modal data.
Medical Image Anal.
Chuan-Xian Ren, Gengxin Xu, Dao-Qing Dai, Li Lin, Ying Sun, Qing-Shan Liu
2024 J jnl
Domain knowledge-driven encoder-decoder for nasopharyngeal carcinoma segmentation.
Expert Syst. Appl.
Gengxin Xu, Chuan-Xian Ren, Ying Sun
2024 J jnl
Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation.
CoRR
You-Wei Luo, Chuan-Xian Ren, Xiao-Lin Xu, Qingshan Liu
2024 J jnl
Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell.
You-Wei Luo, Chuan-Xian Ren, Xiao-Lin Xu, Qingshan Liu
2024 J jnl
Maximizing conditional independence for unsupervised domain adaptation.
Sci. China Inf. Sci.
Yiming Zhai, Chuan-Xian Ren, You-Wei Luo, Dao-Qing Dai
2024 A* conf
Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation.
AAAI
Yan Wang, Chuan-Xian Ren, Yi-Ming Zhai, You-Wei Luo, Hong Yan
2024 A* conf
Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation.
IJCAI
Zixian Huang, Chuan-Xian Ren
2024 J jnl
Towards Unsupervised Domain Adaptation via Domain-Transformer.
Int. J. Comput. Vis.
Chuan-Xian Ren, Yiming Zhai, You-Wei Luo, Hong Yan
2024 J jnl
When Invariant Representation Learning Meets Label Shift: Insufficiency and Theoretical Insights.
CoRR
You-Wei Luo, Chuan-Xian Ren
2024 J jnl
When Invariant Representation Learning Meets Label Shift: Insufficiency and Theoretical Insights.
IEEE Trans. Pattern Anal. Mach. Intell.
You-Wei Luo, Chuan-Xian Ren
2023 A* conf
Adaptive Texture Filtering for Single-Domain Generalized Segmentation.
AAAI
Xinhui Li, Mingjia Li, Yaxing Wang, Chuan-Xian Ren, Xiaojie Guo
2023 J jnl
Adaptive Texture Filtering for Single-Domain Generalized Segmentation.
CoRR
Xinhui Li, Mingjia Li, Yaxing Wang, Chuan-Xian Ren, Xiaojie Guo
2023 J jnl
BuresNet: Conditional Bures Metric for Transferable Representation Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Chuan-Xian Ren, You-Wei Luo, Dao-Qing Dai
2023 J jnl
Conditional Independence Induced Unsupervised Domain Adaptation.
Pattern Recognit.
Xiao-Lin Xu, Gengxin Xu, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
2023 J jnl
Hyperspectral Image Classification via Cross-Domain Few-Shot Learning With Kernel Triplet Loss.
IEEE Trans. Geosci. Remote. Sens.
Ke-Kun Huang, Hao-tian Yuan, Chuan-Xian Ren, Yueen Hou, Jieli Duan, Zhou Yang
2023 A* conf
MOT: Masked Optimal Transport for Partial Domain Adaptation.
CVPR
You-Wei Luo, Chuan-Xian Ren
2023 J jnl
SPNet: A novel deep neural network for retinal vessel segmentation based on shared decoder and pyramid-like loss.
Neurocomputing
Gengxin Xu, Chuan-Xian Ren
2023 J jnl
Unsupervised Domain Adaptation via Deep Conditional Adaptation Network.
Pattern Recognit.
Pengfei Ge, Chuan-Xian Ren, Xiao-Lin Xu, Hong Yan
2022 J jnl
A Two-Way alignment approach for unsupervised multi-Source domain adaptation.
Pattern Recognit.
Yong Hui Liu, Chuan-Xian Ren
2022 J jnl
Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation.
CoRR
Yong Hui Liu, Chuan-Xian Ren, Xiao-Lin Xu, Ke-Kun Huang
2022 J jnl
Cross-Site Severity Assessment of COVID-19 From CT Images via Domain Adaptation.
IEEE Trans. Medical Imaging
Gengxin Xu, Chen Liu, Jun Liu, Zhongxiang Ding, Feng Shi, Man Guo, Wei Zhao, Xiaoming Li, Ying Wei, Yaozong Gao, Chuan-Xian Ren, Dinggang Shen
2022 J jnl
Generalized Label Shift Correction via Minimum Uncertainty Principle: Theory and Algorithm.
CoRR
You-Wei Luo, Chuan-Xian Ren
2022 J jnl
Hyperspectral Image Classification via Discriminant Gabor Ensemble Filter.
IEEE Trans. Cybern.
Ke-Kun Huang, Chuan-Xian Ren, Hui Liu, Zhao-Rong Lai, Yu-Feng Yu, Dao-Qing Dai
2022 J jnl
Learning representation for multiple biological networks via a robust graph regularized integration approach.
Briefings Bioinform.
Xiwen Zhang, Weiwen Wang, Chuan-Xian Ren, Dao-Qing Dai
2022 J jnl
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain.
CoRR
Chuan-Xian Ren, Yong Hui Liu, Xi-Wen Zhang, Ke-Kun Huang
2022 J jnl
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain.
IEEE Trans. Image Process.
Chuan-Xian Ren, Yong Hui Liu, Xiwen Zhang, Ke-Kun Huang
2022 J jnl
Pomelo Tree Detection Method Based on Attention Mechanism and Cross-Layer Feature Fusion.
Remote. Sens.
Haotian Yuan, Kekun Huang, Chuan-Xian Ren, Yongzhu Xiong, Jieli Duan, Zhou Yang
2022 J jnl
SPNet: A novel deep neural network for retinal vessel segmentation based on shared decoder and pyramid-like loss.
CoRR
Gengxin Xu, Chuan-Xian Ren
2022 J jnl
Towards Unsupervised Domain Adaptation via Domain-Transformer.
CoRR
Chuan-Xian Ren, Yi-Ming Zhai, You-Wei Luo, Meng-Xue Li
2022 J jnl
Unsupervised Domain Adaptation via Discriminative Manifold Propagation.
IEEE Trans. Pattern Anal. Mach. Intell.
You-Wei Luo, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
2021 A* conf
Conditional Bures Metric for Domain Adaptation.
CVPR
You-Wei Luo, Chuan-Xian Ren
2021 J jnl
Conditional Bures Metric for Domain Adaptation.
CoRR
You-Wei Luo, Chuan-Xian Ren
2021 J jnl
Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation.
CoRR
Gengxin Xu, Chen Liu, Jun Liu, Zhongxiang Ding, Feng Shi, Man Guo, Wei Zhao, Xiaoming Li, Ying Wei, Yaozong Gao, Chuan-Xian Ren, Dinggang Shen
2021 J jnl
Geometry-Aware Unsupervised Domain Adaptation.
CoRR
You-Wei Luo, Chuan-Xian Ren, Zi-Ying Chen
2021 J jnl
Heterogeneous Domain Adaptation via Covariance Structured Feature Translators.
IEEE Trans. Cybern.
Chuan-Xian Ren, Jiashi Feng, Dao-Qing Dai, Shuicheng Yan
2021 J jnl
Hyperspectral image classification via discriminative convolutional neural network with an improved triplet loss.
Pattern Recognit.
Ke-Kun Huang, Chuan-Xian Ren, Hui Liu, Zhao-Rong Lai, Yu-Feng Yu, Dao-Qing Dai
2021 J jnl
Learning Kernel for Conditional Moment-Matching Discrepancy-Based Image Classification.
IEEE Trans. Cybern.
Chuan-Xian Ren, Pengfei Ge, Dao-Qing Dai, Hong Yan
2021 J jnl
Learning Target-Domain-Specific Classifier for Partial Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst.
Chuan-Xian Ren, Pengfei Ge, Pei-Yi Yang, Shuicheng Yan
2021 — conf
MetaCon: Meta Contrastive Learning for Microsatellite Instability Detection.
MICCAI (8)
Yuqing Liu, Weiwen Wang, Chuan-Xian Ren, Dao-Qing Dai
2020 J jnl
Discriminative Residual Analysis for Image Set Classification With Posture and Age Variations.
IEEE Trans. Image Process.
Chuan-Xian Ren, You-Wei Luo, Xiao-Lin Xu, Dao-Qing Dai, Hong Yan
2020 J jnl
Discriminative Residual Analysis for Image Set Classification with Posture and Age Variations.
CoRR
Chuan-Xian Ren, You-Wei Luo, Xiao-Lin Xu, Dao-Qing Dai, Hong Yan
2020 J jnl
Domain Adaptation and Image Classification via Deep Conditional Adaptation Network.
CoRR
Pengfei Ge, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
2020 J jnl
Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation.
IEEE Trans. Inf. Forensics Secur.
Chuan-Xian Ren, Bo-Hua Liang, Pengfei Ge, Yiming Zhai, Zhen Lei
2020 J jnl
Dual Adversarial Auto-Encoders for Clustering.
CoRR
Pengfei Ge, Chuan-Xian Ren, Jiashi Feng, Shuicheng Yan
2020 J jnl
Dual Adversarial Autoencoders for Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Pengfei Ge, Chuan-Xian Ren, Dao-Qing Dai, Jiashi Feng, Shuicheng Yan
2020 A* conf
Enhanced Transport Distance for Unsupervised Domain Adaptation.
CVPR
Mengxue Li, Yiming Zhai, You-Wei Luo, Pengfei Ge, Chuan-Xian Ren
2020 J jnl
Generalized Conditional Domain Adaptation: A Causal Perspective With Low-Rank Translators.
IEEE Trans. Cybern.
Chuan-Xian Ren, Xiao-Lin Xu, Hong Yan
2020 J jnl
Learning Kernel for Conditional Moment-Matching Discrepancy-based Image Classification.
CoRR
Chuan-Xian Ren, Pengfei Ge, Dao-Qing Dai, Hong Yan
2020 J jnl
Learning Target Domain Specific Classifier for Partial Domain Adaptation.
CoRR
Chuan-Xian Ren, Pengfei Ge, Peiyi Yang, Shuicheng Yan
2020 A* conf
Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment.
AAAI
You-Wei Luo, Chuan-Xian Ren, Pengfei Ge, Ke-Kun Huang, Yu-Feng Yu
2020 J jnl
Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment.
CoRR
You-Wei Luo, Chuan-Xian Ren, Pengfei Ge, Ke-Kun Huang, Yu-Feng Yu
2020 J jnl
Unsupervised Domain Adaptation via Discriminative Manifold Propagation.
CoRR
You-Wei Luo, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
2019 — conf
A Bypass-Based U-Net for Medical Image Segmentation.
IScIDE (1)
Kaixuan Chen, Gengxin Xu, Jiaying Qian, Chuan-Xian Ren
2019 J jnl
A Deep and Structured Metric Learning Method for Robust Person Re-Identification.
Pattern Recognit.
Chuan-Xian Ren, Xiao-Lin Xu, Zhen Lei
2019 J jnl
Deep metric learning via subtype fuzzy clustering.
Pattern Recognit.
Chuan-Xian Ren, Juzheng Li, Pengfei Ge, Xiao-Lin Xu
2019 J jnl
Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation.
CoRR
Chuan-Xian Ren, Bo-Hua Liang, Zhen Lei
2019 J jnl
Sparse approximation to discriminant projection learning and application to image classification.
Pattern Recognit.
Yu-Feng Yu, Chuan-Xian Ren, Min Jiang, Man-Yu Sun, Dao-Qing Dai, Guodong Guo
2018 J jnl
A Peak Price Tracking-Based Learning System for Portfolio Selection.
IEEE Trans. Neural Networks Learn. Syst.
Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
2018 — conf
A Sparse Substitute for Deconvolution Layers in GANs.
PRCV (2)
Juzheng Li, Pengfei Ge, Chuan-Xian Ren
2018 — conf
Face Image Set Recognition Based on Bilinear Regression.
PRCV (3)
Wen-Wen Hua, Chuan-Xian Ren
2018 J jnl
Kernel Embedding Multiorientation Local Pattern for Image Representation.
IEEE Trans. Cybern.
Yu-Feng Yu, Chuan-Xian Ren, Dao-Qing Dai, Ke-Kun Huang
2018 J jnl
Radial Basis Functions With Adaptive Input and Composite Trend Representation for Portfolio Selection.
IEEE Trans. Neural Networks Learn. Syst.
Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
2017 J jnl
Discriminative multi-layer illumination-robust feature extraction for face recognition.
Pattern Recognit.
Yu-Feng Yu, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
2017 J jnl
Discriminative multi-scale sparse coding for single-sample face recognition with occlusion.
Pattern Recognit.
Yu-Feng Yu, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
2017 J jnl
Fusing landmark-based features at kernel level for face recognition.
Pattern Recognit.
Ke-Kun Huang, Dao-Qing Dai, Chuan-Xian Ren, Yu-Feng Yu, Zhao-Rong Lai
2017 J jnl
Learning Kernel Extended Dictionary for Face Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Ke-Kun Huang, Dao-Qing Dai, Chuan-Xian Ren, Zhao-Rong Lai
2017 J jnl
Quadtree coding with adaptive scanning order for space-borne image compression.
Signal Process. Image Commun.
Hui Liu, Ke-Kun Huang, Chuan-Xian Ren, Yu-Feng Yu, Zhao-Rong Lai
2017 J jnl
Regularized coplanar discriminant analysis for dimensionality reduction.
Pattern Recognit.
Ke-Kun Huang, Dao-Qing Dai, Chuan-Xian Ren
2017 J jnl
Remote sensing image compression based on binary tree and optimized truncation.
Digit. Signal Process.
Ke-Kun Huang, Hui Liu, Chuan-Xian Ren, Yu-Feng Yu, Zhao-Rong Lai
2017 J jnl
Sliced Inverse Regression With Adaptive Spectral Sparsity for Dimension Reduction.
IEEE Trans. Cybern.
Xiao-Lin Xu, Chuan-Xian Ren, Ran-Chao Wu, Hong Yan
2016 J jnl
Enhanced Local Gradient Order Features and Discriminant Analysis for Face Recognition.
IEEE Trans. Cybern.
Chuan-Xian Ren, Zhen Lei, Dao-Qing Dai, Stan Z. Li
2015 J jnl
Discriminative and Compact Coding for Robust Face Recognition.
IEEE Trans. Cybern.
Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
2015 J jnl
Multiscale Logarithm Difference Edgemaps for Face Recognition Against Varying Lighting Conditions.
IEEE Trans. Image Process.
Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
2015 J jnl
Sample Weighting: An Inherent Approach for Outlier Suppressing Discriminant Analysis.
IEEE Trans. Knowl. Data Eng.
Chuan-Xian Ren, Dao-Qing Dai, Xiaofei He, Hong Yan
2014 J jnl
Band-Reweighed Gabor Kernel Embedding for Face Image Representation and Recognition.
IEEE Trans. Image Process.
Chuan-Xian Ren, Dao-Qing Dai, Xiao-Xin Li, Zhao-Rong Lai
2014 J jnl
Multilayer Surface Albedo for Face Recognition With Reference Images in Bad Lighting Conditions.
IEEE Trans. Image Process.
Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
2014 J jnl
Transfer Learning of Structured Representation for Face Recognition.
IEEE Trans. Image Process.
Chuan-Xian Ren, Dao-Qing Dai, Ke-Kun Huang, Zhao-Rong Lai
2013 J jnl
Structured Sparse Error Coding for Face Recognition With Occlusion.
IEEE Trans. Image Process.
Xiao-Xin Li, Dao-Qing Dai, Xiao-Fei Zhang, Chuan-Xian Ren
2012 J jnl
Coupled Kernel Embedding for Low-Resolution Face Image Recognition.
IEEE Trans. Image Process.
Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
2012 — conf
Face Recognition Using Nonlinear Partial Least Squares in Reproducing Kernel Hilbert Space.
CCPR
Ye-Gang Hu, Chuan-Xian Ren, Yun-Fei Yao, Wan-Yi Li, Feng Wang
2012 — conf
Face Recognition under Variable Illumination by Weighted-Subband Edge Enhancement.
CCPR
Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren
2012 — conf
Learning with Multiple Orientations and Scales for Face Recognition.
CCPR
Chuan-Xian Ren, Dao-Qing Dai, Zhao-Rong Lai
2012 J jnl
Robust classification using ℓ
Pattern Recognit.
Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
2011 — conf
Face recognition with continuous occlusion using partially iteratively reweighted sparse coding.
ACPR
Xiao-Xin Li, Dao-Qing Dai, Xiao-Fei Zhang, Chuan-Xian Ren
2011 — conf
Low resolution facial image recognition via multiple kernel criterion.
ACPR
Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
2011 — conf
ℓ2;1-norm based Regression for Classification.
ACPR
Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
2010 J jnl
Bilinear Lanczos components for fast dimensionality reduction and feature extraction.
Pattern Recognit.
Chuan-Xian Ren, Dao-Qing Dai
2010 J jnl
Incremental learning of bidirectional principal components for face recognition.
Pattern Recognit.
Chuan-Xian Ren, Dao-Qing Dai