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Xianchao Xiu

shanghai university

14H-index
70Paper Count
561Citation Count
Published Papers 31
Publication Date
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Bi-level unsupervised feature selection with t2,0-norm
errPattern Recognition
IF7.6
err2026-08-01
err0
PREAI
errLiu, Jingjing; Ju, Xiansen; Xiu, Xianchao; Liu, Wanquan
errShare
errSave
Robust sparse phase retrieval: statistical guarantee, optimality theory and convergent algorithm
errInverse Problems
IF2.1
err2026-04-30
err0
PREAI
errFan, Jun; Yan, Ailing; Xiu, Xianchao; Liu, Wanquan
errShare
errSave
Robust orthogonal NMF with label propagation for image clustering
errNeural Networks
IF6.3
err2026-01-19
err0
PREAI
errJingjing Liu; Nian Wu; Xianchao Xiu; Jianhua Zhang
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errSave
Group sparsity-based fusion regularized clustering: New model and convergent algorithm
errJournal of Industrial and Management Optimization
IF1.6
err2026-01-01
err1
PREAI
errXing, Xiangru; Kong, Lingchen; Wang, Xin; Xiu, Xianchao
errShare
errSave
STAR-Net: an interpretable model-aided network for remote sensing image denoising
errPattern Recognition
IF7.6
err2025-09-26
err0
PREAI
errJingjing Liu; Jiashun Jin; Xianchao Xiu; Jianhua Zhang; Wanquan Liu
errShare
errSave
Efficient and Robust Sparse Linear Discriminant Analysis for Data Classification
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2025-02-01
err0
PREAI
errLiu, Jingjing; Feng, Manlong; Xiu, Xianchao; Liu, Wanquan; Zeng, Xiaoyang
errShare
errSave
Adaptive Multiorder Graph Regularized NMF With Dual Sparsity for Hyperspectral Unmixing
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errHui Chen; Liangyu Liu; Xianchao Xiu; Wanquan Liu
errShare
errSave
Bi-Sparse Unsupervised Feature Selection
errIEEE Transactions on Image Processing
IF13.7
err2025-01-01
err0
PREAI
errXianchao Xiu; Chenyi Huang; Pan Shang; Wanquan Liu
errShare
errSave
Towards robust and sparse linear discriminant analysis for image classification
errPATTERN RECOGNITION
IF7.6
err2024-09-01
err0
PREAI
errLiu, Jingjing; Feng, Manlong; Xiu, Xianchao; Liu, Wanquan
errShare
errSave
Efficient and Fast Joint Sparse Constrained Canonical Correlation Analysis for Fault Detection
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-03-01
err3
PREAI
errXiu, Xianchao; Pan, Lili; Yang, Ying; Liu, Wanquan
errShare
errSave
A New End-to-End Monitoring Framework for Nonlinear Dynamic Processes With Unknown Noise Statistics
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err0
PREAI
errXiu, Xianchao; Zhang, Yuhan; Guo, Yufei; Liu, Xiaode; Yang, Ying
errShare
errSave
Moving object detection in gigapixel-level videos using manifold sparse representation
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2023-07-17
err0
PREAI
errLiu, Jingjing; Feng, Manlong; Gu, Dongzhou; Zeng, Xiaoyang; Liu, Wanquan; Xiu, Xianchao
errShare
errSave
Learning Sparse Kernel CCA With Graph Priors for Nonlinear Process Monitoring
errIEEE SENSORS JOURNAL
IF4.5
err2023-04-01
err3
PREAI
errXiu, Xianchao; Li, Yunhui
errShare
errSave
Toward Efficient Process Monitoring Using Spatiotemporal PCA
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2023-02-01
err6
PREAI
errLi, Yunhui; Xiu, Xianchao; Liu, Wanquan
errShare
errSave
A Sparsity-Aware Fault Diagnosis Framework Focusing on Accurate Isolation
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2023-02-01
err4
PREAI
errXiu, Xianchao; Miao, Zhonghua; Liu, Wanquan
errShare
errSave
An Enhanced Regularized Clustering Method With Adaptive Spurious Connection Detection
errieee signal processing magazine
IF3.9
err2023-01-01
err0
PREAI
errChen, Huangyue; Kong, Lingchen; Qu, Wentao; Xiu, Xianchao
errShare
errSave
Structured Joint Sparse Orthogonal Nonnegative Matrix Factorization for Fault Detection
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2023-01-01
err5
PREAI
errZhang, Xi; Xiu, Xianchao; Zhang, Chao
errShare
errSave
A Spatiotemporal Calibration Algorithm for IMU-LiDAR Navigation System Based on Similarity of Motion Trajectories
errSENSORS
IF3.5
err2022-10-09
err8
errOAAI
errLi, Yunhui; Yang, Shize; Xiu, Xianchao; Miao, Zhonghua
errShare
errSave
Deep Canonical Correlation Analysis Using Sparsity-Constrained Optimization for Nonlinear Process Monitoring
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2022-10-01
err15
PREAI
errXiu, Xianchao; Miao, Zhonghua; Yang, Ying; Liu, Wanquan
errShare
errSave
Efficient and Robust Process Monitoring Using Structured Low-Rank Representation
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2022-08-01
err1
PREAI
errMiao, Zhonghua; Xiu, Xianchao
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
H
He Li
H-index: 52 · Papers: 267
张
张建华 (Jianhua Zhang)
H-index: 48 · Papers: 653
Y
Yan Li
H-index: 41 · Papers: 691
W
Wanquan Liu
H-index: 38 · Papers: 594
刘晶晶 cover
刘晶晶 (Jingjing Liu)
H-index: 35 · Papers: 155
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