% csauthors.net - beta - BibTeX bibliography of Feiping Nie 001
@inproceedings{conf/accv/XiangNZ06,
title = {Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning.},
year = {2006},
booktitle = {ACCV (1)},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Changshui Zhang}},
publisher = {Springer},
booktitle = {Computer Vision - ACCV 2006, 7th Asian Conference on Computer Vision, Hyderabad, India, January 13-16, 2006, Proceedings, Part I}
}
@inproceedings{conf/accv/XiangNZ06a,
title = {Exemplar-Based Human Contour Tracking.},
year = {2006},
booktitle = {ACCV (1)},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Changshui Zhang}},
publisher = {Springer},
booktitle = {Computer Vision - ACCV 2006, 7th Asian Conference on Computer Vision, Hyderabad, India, January 13-16, 2006, Proceedings, Part I}
}
@inproceedings{conf/accv/XiangNZ06b,
title = {Contour Matching Based on Belief Propagation.},
year = {2006},
booktitle = {ACCV (2)},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Changshui Zhang}},
publisher = {Springer},
booktitle = {Computer Vision - ACCV 2006, 7th Asian Conference on Computer Vision, Hyderabad, India, January 13-16, 2006, Proceedings, Part II}
}
@inproceedings{conf/ecml/XiangNZZ06,
title = {Spline Embedding for Nonlinear Dimensionality Reduction.},
year = {2006},
booktitle = {ECML},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Changshui Zhang} and {Chunxia Zhang 001}},
publisher = {Springer},
booktitle = {Machine Learning: ECML 2006, 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings}
}
@inproceedings{conf/cvpr/NieXSZ07,
title = {Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition.},
year = {2007},
booktitle = {CVPR},
author = {{Feiping Nie 001} and {Shiming Xiang} and {Yangqiu Song} and {Changshui Zhang}},
publisher = {IEEE Computer Society},
booktitle = {2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 18-23 June 2007, Minneapolis, Minnesota, USA}
}
@inproceedings{conf/icassp/NieXSZ07,
title = {Extracting the Optimal Dimensionality for Discriminant Analysis.},
year = {2007},
booktitle = {ICASSP (2)},
author = {{Feiping Nie 001} and {Shiming Xiang} and {Yangqiu Song} and {Changshui Zhang}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2007, Honolulu, Hawaii, USA, April 15-20, 2007}
}
@inproceedings{conf/ijcai/NieXZ07,
title = {Neighborhood MinMax Projections.},
year = {2007},
booktitle = {IJCAI},
author = {{Feiping Nie 001} and {Shiming Xiang} and {Changshui Zhang}},
booktitle = {IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007}
}
@inproceedings{conf/mmm/XiangNZZ07,
title = {Interactive Visual Object Extraction Based on Belief Propagation.},
year = {2007},
booktitle = {MMM (1)},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Changshui Zhang} and {Chunxia Zhang 001}},
publisher = {Springer},
booktitle = {Advances in Multimedia Modeling, 13th International Multimedia Modeling Conference, MMM 2007, Singapore, January 9-12, 2007. Proceedings, Part I}
}
@inproceedings{conf/aaai/NieXJZY08,
title = {Trace Ratio Criterion for Feature Selection.},
year = {2008},
booktitle = {AAAI},
author = {{Feiping Nie 001} and {Shiming Xiang} and {Yangqing Jia} and {Changshui Zhang} and {Shuicheng Yan}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, AAAI 2008, Chicago, Illinois, USA, July 13-17, 2008}
}
@article{journals/pr/SongNZX08,
title = {A unified framework for semi-supervised dimensionality reduction.},
year = {2008},
journal = {Pattern Recognit.},
author = {{Yangqiu Song} and {Feiping Nie 001} and {Changshui Zhang} and {Shiming Xiang}}
}
@article{journals/pr/XiangNSZ08,
title = {Contour graph based human tracking and action sequence recognition.},
year = {2008},
journal = {Pattern Recognit.},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Yangqiu Song} and {Changshui Zhang}}
}
@article{journals/pr/XiangNZ08,
title = {Learning a Mahalanobis distance metric for data clustering and classification.},
year = {2008},
journal = {Pattern Recognit.},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Changshui Zhang}}
}
@article{journals/prl/SongNZ08,
title = {Semi-supervised sub-manifold discriminant analysis.},
year = {2008},
journal = {Pattern Recognit. Lett.},
author = {{Yangqiu Song} and {Feiping Nie 001} and {Changshui Zhang}}
}
@inproceedings{conf/cikm/QianNZ09,
title = {Efficient multi-class unlabeled constrained semi-supervised SVM.},
year = {2009},
booktitle = {CIKM},
author = {{Mingjie Qian} and {Feiping Nie 001} and {Changshui Zhang}},
publisher = {ACM},
booktitle = {Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009}
}
@inproceedings{conf/icdm/QianNZ09,
title = {Probabilistic Labeled Semi-supervised SVM.},
year = {2009},
booktitle = {ICDM Workshops},
author = {{Mingjie Qian} and {Feiping Nie 001} and {Changshui Zhang}},
publisher = {IEEE Computer Society},
booktitle = {ICDM Workshops 2009, IEEE International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009}
}
@inproceedings{conf/ijcai/NieXTZ09,
title = {Spectral Embedded Clustering.},
year = {2009},
booktitle = {IJCAI},
author = {{Feiping Nie 001} and {Dong Xu 001} and {Ivor W. Tsang} and {Changshui Zhang}},
booktitle = {IJCAI 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009}
}
@inproceedings{conf/mm/YangXNLZ09,
title = {Ranking with local regression and global alignment for cross media retrieval.},
year = {2009},
booktitle = {ACM Multimedia},
author = {{Yi Yang 001} and {Dong Xu 001} and {Feiping Nie 001} and {Jiebo Luo} and {Yueting Zhuang}},
publisher = {ACM},
booktitle = {Proceedings of the 17th International Conference on Multimedia 2009, Vancouver, British Columbia, Canada, October 19-24, 2009}
}
@article{journals/ijon/ZhangXNS09,
title = {Nonlinear dimensionality reduction with relative distance comparison.},
year = {2009},
journal = {Neurocomputing},
author = {{Chunxia Zhang 001} and {Shiming Xiang} and {Feiping Nie 001} and {Yangqiu Song}}
}
@article{journals/kais/XiangNSZZ09,
title = {Embedding new data points for manifold learning via coordinate propagation.},
year = {2009},
journal = {Knowl. Inf. Syst.},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Yangqiu Song} and {Changshui Zhang} and {Chunxia Zhang 001}}
}
@article{journals/npl/ZhangNXH09,
title = {Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two Interpretations.},
year = {2009},
journal = {Neural Process. Lett.},
author = {{Changshui Zhang} and {Feiping Nie 001} and {Shiming Xiang} and {Chenping Hou}}
}
@article{journals/pr/NieXJZ09,
title = {Semi-supervised orthogonal discriminant analysis via label propagation.},
year = {2009},
journal = {Pattern Recognit.},
author = {{Feiping Nie 001} and {Shiming Xiang} and {Yangqing Jia} and {Changshui Zhang}}
}
@article{journals/pr/NieXSZ09,
title = {Extracting the optimal dimensionality for local tensor discriminant analysis.},
year = {2009},
journal = {Pattern Recognit.},
author = {{Feiping Nie 001} and {Shiming Xiang} and {Yangqiu Song} and {Changshui Zhang}}
}
@article{journals/spl/HouNZW09,
title = {Learning an Orthogonal and Smooth Subspace for Image Classification.},
year = {2009},
journal = {IEEE Signal Process. Lett.},
author = {{Chenping Hou} and {Feiping Nie 001} and {Changshui Zhang} and {Yi Wu 003}}
}
@article{journals/tip/XiangNZZ09,
title = {Interactive Natural Image Segmentation via Spline Regression.},
year = {2009},
journal = {IEEE Trans. Image Process.},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Chunxia Zhang 001} and {Changshui Zhang}}
}
@article{journals/tkde/XiangNZZ09,
title = {Nonlinear Dimensionality Reduction with Local Spline Embedding.},
year = {2009},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Changshui Zhang} and {Chunxia Zhang 001}}
}
@article{journals/tnn/JiaNZ09,
title = {Trace Ratio Problem Revisited.},
year = {2009},
journal = {IEEE Trans. Neural Networks},
author = {{Yangqing Jia} and {Feiping Nie 001} and {Changshui Zhang}}
}
@inproceedings{conf/aaai/YangNXZW10,
title = {Local and Global Regressive Mapping for Manifold Learning with Out-of-Sample Extrapolation.},
year = {2010},
booktitle = {AAAI},
author = {{Yi Yang 001} and {Feiping Nie 001} and {Shiming Xiang} and {Yueting Zhuang} and {Wenhua Wang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2010, Atlanta, Georgia, USA, July 11-15, 2010}
}
@inproceedings{conf/icip/HuangXN10,
title = {Regularized Trace Ratio Discriminant Analysis with Patch Distribution Feature for human gait recognition.},
year = {2010},
booktitle = {ICIP},
author = {{Yi Huang 014} and {Dong Xu 001} and {Feiping Nie 001}},
publisher = {IEEE},
booktitle = {Proceedings of the International Conference on Image Processing, ICIP 2010, September 26-29, Hong Kong, China}
}
@inproceedings{conf/nips/NieHCD10,
title = {Efficient and Robust Feature Selection via Joint ℓ2, 1-Norms Minimization.},
year = {2010},
booktitle = {NIPS},
author = {{Feiping Nie 001} and {Heng Huang} and {Xiao Cai} and {Chris H. Q. Ding}},
publisher = {Curran Associates, Inc.},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada.}
}
@inproceedings{conf/pkdd/NieDLH10,
title = {Improved MinMax Cut Graph Clustering with Nonnegative Relaxation.},
year = {2010},
booktitle = {ECML/PKDD (2)},
author = {{Feiping Nie 001} and {Chris H. Q. Ding} and {Dijun Luo} and {Heng Huang}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part II}
}
@article{journals/ijon/WuWYZN10,
title = {Classification by semi-supervised discriminative regularization.},
year = {2010},
journal = {Neurocomputing},
author = {{Fei Wu 001} and {Wenhua Wang} and {Yi Yang 001} and {Yueting Zhuang} and {Feiping Nie 001}}
}
@article{journals/ijon/ZhangNX10,
title = {A general kernelization framework for learning algorithms based on kernel PCA.},
year = {2010},
journal = {Neurocomputing},
author = {{Changshui Zhang} and {Feiping Nie 001} and {Shiming Xiang}}
}
@article{journals/ml/LuoHDN10,
title = {On the eigenvectors of p-Laplacian.},
year = {2010},
journal = {Mach. Learn.},
author = {{Dijun Luo} and {Heng Huang} and {Chris H. Q. Ding} and {Feiping Nie 001}}
}
@article{journals/nca/NieXLZ10,
title = {A general graph-based semi-supervised learning with novel class discovery.},
year = {2010},
journal = {Neural Comput. Appl.},
author = {{Feiping Nie 001} and {Shiming Xiang} and {Yun Liu} and {Changshui Zhang}}
}
@article{journals/pami/XiangNZ10,
title = {Semi-Supervised Classification via Local Spline Regression.},
year = {2010},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Changshui Zhang}}
}
@article{journals/pr/HouZWN10,
title = {Multiple view semi-supervised dimensionality reduction.},
year = {2010},
journal = {Pattern Recognit.},
author = {{Chenping Hou} and {Changshui Zhang} and {Yi Wu 003} and {Feiping Nie 001}}
}
@article{journals/tip/NieXTZ10,
title = {Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction.},
year = {2010},
journal = {IEEE Trans. Image Process.},
author = {{Feiping Nie 001} and {Dong Xu 001} and {Ivor Wai-Hung Tsang} and {Changshui Zhang}}
}
@article{journals/tip/XiangPNZ10,
title = {TurboPixel Segmentation Using Eigen-Images.},
year = {2010},
journal = {IEEE Trans. Image Process.},
author = {{Shiming Xiang} and {Chunhong Pan} and {Feiping Nie 001} and {Changshui Zhang}}
}
@article{journals/tip/YangXNYZ10,
title = {Image Clustering Using Local Discriminant Models and Global Integration.},
year = {2010},
journal = {IEEE Trans. Image Process.},
author = {{Yi Yang 001} and {Dong Xu 001} and {Feiping Nie 001} and {Shuicheng Yan} and {Yueting Zhuang}}
}
@inproceedings{conf/aaai/WangNH11,
title = {Learning Instance Specific Distance for Multi-Instance Classification.},
year = {2011},
booktitle = {AAAI},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2011, San Francisco, California, USA, August 7-11, 2011}
}
@inproceedings{conf/aaai/YangSNJZ11,
title = {Nonnegative Spectral Clustering with Discriminative Regularization.},
year = {2011},
booktitle = {AAAI},
author = {{Yi Yang 001} and {Heng Tao Shen} and {Feiping Nie 001} and {Rongrong Ji} and {Xiaofang Zhou 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2011, San Francisco, California, USA, August 7-11, 2011}
}
@inproceedings{conf/cvpr/CaiNHK11,
title = {Heterogeneous image feature integration via multi-modal spectral clustering.},
year = {2011},
booktitle = {CVPR},
author = {{Xiao Cai} and {Feiping Nie 001} and {Heng Huang} and {Farhad Kamangar}},
publisher = {IEEE Computer Society},
booktitle = {The 24th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011, Colorado Springs, CO, USA, 20-25 June 2011}
}
@inproceedings{conf/cvpr/YangYHSN11,
title = {Tag localization with spatial correlations and joint group sparsity.},
year = {2011},
booktitle = {CVPR},
author = {{Yang Yang 002} and {Yi Yang 001} and {Zi Huang} and {Heng Tao Shen} and {Feiping Nie 001}},
publisher = {IEEE Computer Society},
booktitle = {The 24th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011, Colorado Springs, CO, USA, 20-25 June 2011}
}
@inproceedings{conf/iccv/NieWHD11,
title = {Unsupervised and semi-supervised learning via ℓ1-norm graph.},
year = {2011},
booktitle = {ICCV},
author = {{Feiping Nie 001} and {Hua Wang 007} and {Heng Huang} and {Chris H. Q. Ding}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Computer Vision, ICCV 2011, Barcelona, Spain, November 6-13, 2011}
}
@inproceedings{conf/iccv/WangNHD11,
title = {Dyadic transfer learning for cross-domain image classification.},
year = {2011},
booktitle = {ICCV},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang} and {Chris H. Q. Ding}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Computer Vision, ICCV 2011, Barcelona, Spain, November 6-13, 2011}
}
@inproceedings{conf/iccv/WangNHRDSSA11,
title = {Sparse multi-task regression and feature selection to identify brain imaging predictors for memory performance.},
year = {2011},
booktitle = {ICCV},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang} and {Shannon L. Risacher} and {Chris H. Q. Ding} and {Andrew J. Saykin} and {Li Shen 001}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Computer Vision, ICCV 2011, Barcelona, Spain, November 6-13, 2011}
}
@inproceedings{conf/icde/LuoDHN11,
title = {Consensus spectral clustering in near-linear time.},
year = {2011},
booktitle = {ICDE},
author = {{Dijun Luo} and {Chris H. Q. Ding} and {Heng Huang} and {Feiping Nie 001}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 27th International Conference on Data Engineering, ICDE 2011, April 11-16, 2011, Hannover, Germany}
}
@inproceedings{conf/icdm/CaiNHD11,
title = {Multi-Class L2, 1-Norm Support Vector Machine.},
year = {2011},
booktitle = {ICDM},
author = {{Xiao Cai} and {Feiping Nie 001} and {Heng Huang} and {Chris H. Q. Ding}},
publisher = {IEEE Computer Society},
booktitle = {11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011}
}
@inproceedings{conf/icdm/WangNHD11,
title = {Nonnegative Matrix Tri-factorization Based High-Order Co-clustering and Its Fast Implementation.},
year = {2011},
booktitle = {ICDM},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang} and {Chris H. Q. Ding}},
publisher = {IEEE Computer Society},
booktitle = {11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011}
}
@inproceedings{conf/icml/LuoDNH11,
title = {Cauchy Graph Embedding.},
year = {2011},
booktitle = {ICML},
author = {{Dijun Luo} and {Chris H. Q. Ding} and {Feiping Nie 001} and {Heng Huang}},
publisher = {Omnipress},
booktitle = {Proceedings of the 28th International Conference on Machine Learning, ICML 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}
}
@inproceedings{conf/ijcai/HouNYW11,
title = {Feature Selection via Joint Embedding Learning and Sparse Regression.},
year = {2011},
booktitle = {IJCAI},
author = {{Chenping Hou} and {Feiping Nie 001} and {Dongyun Yi} and {Yi Wu 003}},
publisher = {IJCAI/AAAI},
booktitle = {IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011}
}
@inproceedings{conf/ijcai/NieHDLW11,
title = {Robust Principal Component Analysis with Non-Greedy l1-Norm Maximization.},
year = {2011},
booktitle = {IJCAI},
author = {{Feiping Nie 001} and {Heng Huang} and {Chris H. Q. Ding} and {Dijun Luo} and {Hua Wang 007}},
publisher = {IJCAI/AAAI},
booktitle = {IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011}
}
@inproceedings{conf/ijcai/WangNHM11,
title = {Fast Nonnegative Matrix Tri-Factorization for Large-Scale Data Co-Clustering.},
year = {2011},
booktitle = {IJCAI},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang} and {Fillia Makedon}},
publisher = {IJCAI/AAAI},
booktitle = {IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011}
}
@inproceedings{conf/mdai/HouNW11,
title = {Semi-supervised Dimensionality Reduction via Harmonic Functions.},
year = {2011},
booktitle = {MDAI},
author = {{Chenping Hou} and {Feiping Nie 001} and {Yi Wu 003}},
publisher = {Springer},
booktitle = {Modeling Decision for Artificial Intelligence - 8th International Conference, MDAI 2011, Changsha, Hunan, China, July 28-30, 2011, Proceedings}
}
@inproceedings{conf/miccai/WangNHRSS11,
title = {Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression.},
year = {2011},
booktitle = {MICCAI (3)},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang} and {Shannon L. Risacher} and {Andrew J. Saykin} and {Li Shen 001}},
publisher = {Springer},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III}
}
@inproceedings{conf/mm/MaYNUS11,
title = {Exploiting the entire feature space with sparsity for automatic image annotation.},
year = {2011},
booktitle = {ACM Multimedia},
author = {{Zhigang Ma} and {Yi Yang 001} and {Feiping Nie 001} and {Jasper R. R. Uijlings} and {Nicu Sebe}},
publisher = {ACM},
booktitle = {Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011}
}
@inproceedings{conf/mm/WangNHY11,
title = {Learning frame relevance for video classification.},
year = {2011},
booktitle = {ACM Multimedia},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang} and {Yi Yang 001}},
publisher = {ACM},
booktitle = {Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011}
}
@inproceedings{conf/nips/WangHKND11,
title = {Maximum Margin Multi-Instance Learning.},
year = {2011},
booktitle = {NIPS},
author = {{Hua Wang 007} and {Heng Huang} and {Farhad Kamangar} and {Feiping Nie 001} and {Chris H. Q. Ding}},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain.}
}
@inproceedings{conf/pkdd/LuoNDH11,
title = {Multi-Subspace Representation and Discovery.},
year = {2011},
booktitle = {ECML/PKDD (2)},
author = {{Dijun Luo} and {Feiping Nie 001} and {Chris H. Q. Ding} and {Heng Huang}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part II}
}
@inproceedings{conf/sigir/WangHND11,
title = {Cross-language web page classification via dual knowledge transfer using nonnegative matrix tri-factorization.},
year = {2011},
booktitle = {SIGIR},
author = {{Hua Wang 007} and {Heng Huang} and {Feiping Nie 001} and {Chris H. Q. Ding}},
publisher = {ACM},
booktitle = {Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011}
}
@article{journals/cviu/ChenYNO11,
title = {3D human pose recovery from image by efficient visual feature selection.},
year = {2011},
journal = {Comput. Vis. Image Underst.},
author = {{Cheng Chen 023} and {Yi Yang 001} and {Feiping Nie 001} and {Jean-Marc Odobez}}
}
@article{journals/tmm/XiangPNZ11a,
title = {Interactive Image Segmentation With Multiple Linear Reconstructions in Windows.},
year = {2011},
journal = {IEEE Trans. Multim.},
author = {{Shiming Xiang} and {Chunhong Pan} and {Feiping Nie 001} and {Changshui Zhang}}
}
@article{journals/tnn/HouNWZW11,
title = {Semisupervised Learning Using Negative Labels.},
year = {2011},
journal = {IEEE Trans. Neural Networks},
author = {{Chenping Hou} and {Feiping Nie 001} and {Fei Wang 001} and {Changshui Zhang} and {Yi Wu 003}}
}
@article{journals/tnn/NieZTXZ11,
title = {Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering.},
year = {2011},
journal = {IEEE Trans. Neural Networks},
author = {{Feiping Nie 001} and {Zinan Zeng} and {Ivor W. Tsang} and {Dong Xu 001} and {Changshui Zhang}}
}
@article{journals/tsmc/NieXLX11,
title = {Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression.},
year = {2011},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Feiping Nie 001} and {Dong Xu 001} and {Xuelong Li 001} and {Shiming Xiang}}
}
@article{journals/tsmc/XiangNPZ11,
title = {Regression Reformulations of LLE and LTSA With Locally Linear Transformation.},
year = {2011},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Chunhong Pan} and {Changshui Zhang}}
}
@article{journals/tvcg/ChenZNYWX11,
title = {Learning a 3D Human Pose Distance Metric from Geometric Pose Descriptor.},
year = {2011},
journal = {IEEE Trans. Vis. Comput. Graph.},
author = {{Cheng Chen 023} and {Yueting Zhuang} and {Feiping Nie 001} and {Yi Yang 001} and {Fei Wu 001} and {Jun Xiao 001}}
}
@inproceedings{conf/aaai/NieHD12,
title = {Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization.},
year = {2012},
booktitle = {AAAI},
author = {{Feiping Nie 001} and {Heng Huang} and {Chris H. Q. Ding}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada.}
}
@inproceedings{conf/cikm/HuangNHT12,
title = {Trust prediction via aggregating heterogeneous social networks.},
year = {2012},
booktitle = {CIKM},
author = {{Jin Huang} and {Feiping Nie 001} and {Heng Huang} and {Yi-Cheng Tu}},
publisher = {ACM},
booktitle = {21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012}
}
@inproceedings{conf/cvpr/WangNH12,
title = {Robust and discriminative distance for Multi-Instance Learning.},
year = {2012},
booktitle = {CVPR},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang}},
publisher = {IEEE Computer Society},
booktitle = {2012 IEEE Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 16-21, 2012}
}
@inproceedings{conf/icdm/NieWCHD12,
title = {Robust Matrix Completion via Joint Schatten p-Norm and lp-Norm Minimization.},
year = {2012},
booktitle = {ICDM},
author = {{Feiping Nie 001} and {Hua Wang 007} and {Xiao Cai} and {Heng Huang} and {Chris H. Q. Ding}},
publisher = {IEEE Computer Society},
booktitle = {12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012}
}
@inproceedings{conf/icml/KongD12,
title = {An Iterative Locally Linear Embedding Algorithm.},
year = {2012},
booktitle = {ICML},
author = {{Deguang Kong} and {Chris H. Q. Ding} and {Heng Huang} and {Feiping Nie 001}},
publisher = {icml.cc / Omnipress},
booktitle = {Proceedings of the 29th International Conference on Machine Learning, ICML 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012}
}
@inproceedings{conf/miccai/ChenCZNLH12,
title = {Group-Wise Consistent Parcellation of Gyri via Adaptive Multi-view Spectral Clustering of Fiber Shapes.},
year = {2012},
booktitle = {MICCAI (2)},
author = {{Hanbo Chen} and {Xiao Cai} and {Dajiang Zhu} and {Feiping Nie 001} and {Tianming Liu 001} and {Heng Huang}},
publisher = {Springer},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II}
}
@inproceedings{conf/nips/LuoDHN12,
title = {Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach.},
year = {2012},
booktitle = {NIPS},
author = {{Dijun Luo} and {Chris H. Q. Ding} and {Heng Huang} and {Feiping Nie 001}},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States.}
}
@inproceedings{conf/nips/WangNHYKRSS12,
title = {High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction.},
year = {2012},
booktitle = {NIPS},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang} and {Jingwen Yan} and {Sungeun Kim} and {Shannon L. Risacher} and {Andrew J. Saykin} and {Li Shen 001}},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States.}
}
@article{journals/bioinformatics/WangNHKNRSS12,
title = {Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort.},
year = {2012},
journal = {Bioinform.},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang} and {Sungeun Kim} and {Kwangsik Nho} and {Shannon L. Risacher} and {Andrew J. Saykin} and {Li Shen 001}}
}
@article{journals/bioinformatics/WangNHRSS12,
title = {Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning.},
year = {2012},
journal = {Bioinform.},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang} and {Shannon L. Risacher} and {Andrew J. Saykin} and {Li Shen 001}}
}
@article{journals/bioinformatics/WangNHYKNRSS12,
title = {From phenotype to genotype: an association study of longitudinal phenotypic markers to Alzheimer's disease relevant SNPs.},
year = {2012},
journal = {Bioinform.},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang} and {Jingwen Yan} and {Sungeun Kim} and {Kwangsik Nho} and {Shannon L. Risacher} and {Andrew J. Saykin} and {Li Shen 001}}
}
@article{journals/nca/YangHNW12,
title = {Unsupervised maximum margin feature selection via L 2, 1-norm minimization.},
year = {2012},
journal = {Neural Comput. Appl.},
author = {{Shizhun Yang} and {Chenping Hou} and {Feiping Nie 001} and {Yi Wu 003}}
}
@article{journals/pami/YangNXLZP12,
title = {A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback.},
year = {2012},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Yi Yang 001} and {Feiping Nie 001} and {Dong Xu 001} and {Jiebo Luo} and {Yueting Zhuang} and {Yunhe Pan}}
}
@article{journals/prl/NieXLHZ12,
title = {Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction.},
year = {2012},
journal = {Pattern Recognit. Lett.},
author = {{Feiping Nie 001} and {Shiming Xiang} and {Yun Liu} and {Chenping Hou} and {Changshui Zhang}}
}
@article{journals/tcsv/HuangXN12,
title = {Patch Distribution Compatible Semisupervised Dimension Reduction for Face and Human Gait Recognition.},
year = {2012},
journal = {IEEE Trans. Circuits Syst. Video Technol.},
author = {{Yi Huang 014} and {Dong Xu 001} and {Feiping Nie 001}}
}
@article{journals/tip/YangWNSZH12,
title = {Web and Personal Image Annotation by Mining Label Correlation With Relaxed Visual Graph Embedding.},
year = {2012},
journal = {IEEE Trans. Image Process.},
author = {{Yi Yang 001} and {Fei Wu 001} and {Feiping Nie 001} and {Heng Tao Shen} and {Yueting Zhuang} and {Alexander G. Hauptmann}}
}
@article{journals/tmm/MaNYUS12,
title = {Web Image Annotation Via Subspace-Sparsity Collaborated Feature Selection.},
year = {2012},
journal = {IEEE Trans. Multim.},
author = {{Zhigang Ma} and {Feiping Nie 001} and {Yi Yang 001} and {Jasper R. R. Uijlings} and {Nicu Sebe}}
}
@article{journals/tmm/MaNYUSH12,
title = {Discriminating Joint Feature Analysis for Multimedia Data Understanding.},
year = {2012},
journal = {IEEE Trans. Multim.},
author = {{Zhigang Ma} and {Feiping Nie 001} and {Yi Yang 001} and {Jasper R. R. Uijlings} and {Nicu Sebe} and {Alexander G. Hauptmann}}
}
@article{journals/tnn/HuangXN12,
title = {Semi-Supervised Dimension Reduction Using Trace Ratio Criterion.},
year = {2012},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Yi Huang 014} and {Dong Xu 001} and {Feiping Nie 001}}
}
@article{journals/tnn/XiangNMPZ12,
title = {Discriminative Least Squares Regression for Multiclass Classification and Feature Selection.},
year = {2012},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Shiming Xiang} and {Feiping Nie 001} and {Gaofeng Meng} and {Chunhong Pan} and {Changshui Zhang}}
}
@article{journals/tsmc/NieXL12,
title = {Initialization Independent Clustering With Actively Self-Training Method.},
year = {2012},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Feiping Nie 001} and {Dong Xu 001} and {Xuelong Li 001}}
}
@inproceedings{conf/aaai/HuangNH13,
title = {Robust Discrete Matrix Completion.},
year = {2013},
booktitle = {AAAI},
author = {{Jin Huang} and {Feiping Nie 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, USA.}
}
@inproceedings{conf/aaai/HuangNH13a,
title = {Spectral Rotation versus K-Means in Spectral Clustering.},
year = {2013},
booktitle = {AAAI},
author = {{Jin Huang} and {Feiping Nie 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, USA.}
}
@inproceedings{conf/aaai/HuangNHD13,
title = {Supervised and Projected Sparse Coding for Image Classification.},
year = {2013},
booktitle = {AAAI},
author = {{Jin Huang} and {Feiping Nie 001} and {Heng Huang} and {Chris H. Q. Ding}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, USA.}
}
@inproceedings{conf/cvpr/WangNHD13,
title = {Heterogeneous Visual Features Fusion via Sparse Multimodal Machine.},
year = {2013},
booktitle = {CVPR},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang} and {Chris H. Q. Ding}},
publisher = {IEEE Computer Society},
booktitle = {2013 IEEE Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013}
}
@inproceedings{conf/iccv/CaiNCH13,
title = {New Graph Structured Sparsity Model for Multi-label Image Annotations.},
year = {2013},
booktitle = {ICCV},
author = {{Xiao Cai} and {Feiping Nie 001} and {Weidong Cai 001} and {Heng Huang}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Computer Vision, ICCV 2013, Sydney, Australia, December 1-8, 2013}
}
@inproceedings{conf/iccv/CaiNCH13a,
title = {Heterogeneous Image Features Integration via Multi-modal Semi-supervised Learning Model.},
year = {2013},
booktitle = {ICCV},
author = {{Xiao Cai} and {Feiping Nie 001} and {Weidong Cai 001} and {Heng Huang}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Computer Vision, ICCV 2013, Sydney, Australia, December 1-8, 2013}
}
@inproceedings{conf/iccv/WangNCH13,
title = {Semi-supervised Robust Dictionary Learning via Efficient l-Norms Minimization.},
year = {2013},
booktitle = {ICCV},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Weidong Cai 001} and {Heng Huang}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Computer Vision, ICCV 2013, Sydney, Australia, December 1-8, 2013}
}
@inproceedings{conf/icml/WangNH13,
title = {Robust and Discriminative Self-Taught Learning.},
year = {2013},
booktitle = {ICML (3)},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang}},
publisher = {JMLR.org},
booktitle = {Proceedings of the 30th International Conference on Machine Learning, ICML 2013, Atlanta, GA, USA, 16-21 June 2013}
}
@inproceedings{conf/icml/WangNH13a,
title = {Multi-View Clustering and Feature Learning via Structured Sparsity.},
year = {2013},
booktitle = {ICML (3)},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang}},
publisher = {JMLR.org},
booktitle = {Proceedings of the 30th International Conference on Machine Learning, ICML 2013, Atlanta, GA, USA, 16-21 June 2013}
}
@inproceedings{conf/ijcai/CaiNH13,
title = {Exact Top-k Feature Selection via l2, 0-Norm Constraint.},
year = {2013},
booktitle = {IJCAI},
author = {{Xiao Cai} and {Feiping Nie 001} and {Heng Huang}},
publisher = {IJCAI/AAAI},
booktitle = {IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013}
}
@inproceedings{conf/ijcai/CaiNH13a,
title = {Multi-View K-Means Clustering on Big Data.},
year = {2013},
booktitle = {IJCAI},
author = {{Xiao Cai} and {Feiping Nie 001} and {Heng Huang}},
publisher = {IJCAI/AAAI},
booktitle = {IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013}
}
@inproceedings{conf/ijcai/HuangNHLD13,
title = {Social Trust Prediction Using Rank-k Matrix Recovery.},
year = {2013},
booktitle = {IJCAI},
author = {{Jin Huang} and {Feiping Nie 001} and {Heng Huang} and {Yu Lei} and {Chris H. Q. Ding}},
publisher = {IJCAI/AAAI},
booktitle = {IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013}
}
@inproceedings{conf/ijcai/MaYNS13,
title = {Thinking of Images as What They Are: Compound Matrix Regression for Image Classification.},
year = {2013},
booktitle = {IJCAI},
author = {{Zhigang Ma} and {Yi Yang 001} and {Feiping Nie 001} and {Nicu Sebe}},
publisher = {IJCAI/AAAI},
booktitle = {IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013}
}
@inproceedings{conf/ijcai/NieWHD13,
title = {Adaptive Loss Minimization for Semi-Supervised Elastic Embedding.},
year = {2013},
booktitle = {IJCAI},
author = {{Feiping Nie 001} and {Hua Wang 007} and {Heng Huang} and {Chris H. Q. Ding}},
publisher = {IJCAI/AAAI},
booktitle = {IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013}
}
@inproceedings{conf/ijcai/NieWHD13a,
title = {Early Active Learning via Robust Representation and Structured Sparsity.},
year = {2013},
booktitle = {IJCAI},
author = {{Feiping Nie 001} and {Hua Wang 007} and {Heng Huang} and {Chris H. Q. Ding}},
publisher = {IJCAI/AAAI},
booktitle = {IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013}
}
@inproceedings{conf/ipmi/WangNHYRSS13,
title = {Structural Brain Network Constrained Neuroimaging Marker Identification for Predicting Cognitive Functions.},
year = {2013},
booktitle = {IPMI},
author = {{De Wang} and {Feiping Nie 001} and {Heng Huang} and {Jingwen Yan} and {Shannon L. Risacher} and {Andrew J. Saykin} and {Li Shen 001}},
publisher = {Springer},
booktitle = {Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings}
}
@inproceedings{conf/kdd/CaiQ13,
title = {On the equivalent of low-rank linear regressions and linear discriminant analysis based regressions.},
year = {2013},
booktitle = {KDD},
author = {{Xiao Cai} and {Chris H. Q. Ding} and {Feiping Nie 001} and {Heng Huang}},
publisher = {ACM},
booktitle = {The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013}
}
@inproceedings{conf/miccai/HuangYNHCSS13,
title = {A New Sparse Simplex Model for Brain Anatomical and Genetic Network Analysis.},
year = {2013},
booktitle = {MICCAI (2)},
author = {{Heng Huang} and {Jingwen Yan} and {Feiping Nie 001} and {Jin Huang} and {Weidong Cai 001} and {Andrew J. Saykin} and {Li Shen 001}},
publisher = {Springer},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II}
}
@inproceedings{conf/miccai/WuWLZNS13,
title = {Minimizing Joint Risk of Mislabeling for Iterative Patch-Based Label Fusion.},
year = {2013},
booktitle = {MICCAI (3)},
author = {{Guorong Wu 001} and {Qian Wang 001} and {Shu Liao} and {Daoqiang Zhang} and {Feiping Nie 001} and {Dinggang Shen}},
publisher = {Springer},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part III}
}
@article{journals/ijon/LiuNWC13,
title = {Efficient semi-supervised feature selection with noise insensitive trace ratio criterion.},
year = {2013},
journal = {Neurocomputing},
author = {{Yun Liu} and {Feiping Nie 001} and {Jigang Wu} and {Lihui Chen 001}}
}
@article{journals/ipm/HouNJZW13,
title = {Learning a subspace for clustering via pattern shrinking.},
year = {2013},
journal = {Inf. Process. Manag.},
author = {{Chenping Hou} and {Feiping Nie 001} and {Yuanyuan Jiao} and {Changshui Zhang} and {Yi Wu 003}}
}
@article{journals/jcb/WangHDN13,
title = {Predicting Protein-Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Tri-Factorization.},
year = {2013},
journal = {J. Comput. Biol.},
author = {{Hua Wang 007} and {Heng Huang} and {Chris H. Q. Ding} and {Feiping Nie 001}}
}
@article{journals/tip/HouNYW13,
title = {Efficient Image Classification via Multiple Rank Regression.},
year = {2013},
journal = {IEEE Trans. Image Process.},
author = {{Chenping Hou} and {Feiping Nie 001} and {Dongyun Yi} and {Yi Wu 003}}
}
@article{journals/tkdd/HuangNHD13,
title = {Robust Manifold Nonnegative Matrix Factorization.},
year = {2013},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Jin Huang} and {Feiping Nie 001} and {Heng Huang} and {Chris H. Q. Ding}}
}
@article{journals/tkdd/HuangNHTL13,
title = {Social trust prediction using heterogeneous networks.},
year = {2013},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Jin Huang} and {Feiping Nie 001} and {Heng Huang} and {Yi-Cheng Tu} and {Yu Lei 001}}
}
@inproceedings{conf/aaai/ChangNYH14,
title = {A Convex Formulation for Semi-Supervised Multi-Label Feature Selection.},
year = {2014},
booktitle = {AAAI},
author = {{Xiaojun Chang} and {Feiping Nie 001} and {Yi Yang 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, July 27 -31, 2014, Québec City, Québec, Canada.}
}
@inproceedings{conf/aaai/WangNH14,
title = {Globally and Locally Consistent Unsupervised Projection.},
year = {2014},
booktitle = {AAAI},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, July 27 -31, 2014, Québec City, Québec, Canada.}
}
@inproceedings{conf/aaai/WangNH14a,
title = {Low-Rank Tensor Completion with Spatio-Temporal Consistency.},
year = {2014},
booktitle = {AAAI},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, July 27 -31, 2014, Québec City, Québec, Canada.}
}
@inproceedings{conf/aaai/ZhangDZN14,
title = {Feature Selection at the Discrete Limit.},
year = {2014},
booktitle = {AAAI},
author = {{Miao Zhang} and {Chris H. Q. Ding} and {Ya Zhang 002} and {Feiping Nie 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, July 27 -31, 2014, Québec City, Québec, Canada.}
}
@inproceedings{conf/icml/NieHH14,
title = {Linear Time Solver for Primal SVM.},
year = {2014},
booktitle = {ICML},
author = {{Feiping Nie 001} and {Yizhen Huang} and {Heng Huang}},
publisher = {JMLR.org},
booktitle = {Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014}
}
@inproceedings{conf/icml/NieYH14,
title = {Optimal Mean Robust Principal Component Analysis.},
year = {2014},
booktitle = {ICML},
author = {{Feiping Nie 001} and {Jianjun Yuan} and {Heng Huang}},
publisher = {JMLR.org},
booktitle = {Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014}
}
@inproceedings{conf/icml/WangNH14,
title = {Robust Distance Metric Learning via Simultaneous L1-Norm Minimization and Maximization.},
year = {2014},
booktitle = {ICML},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang}},
publisher = {JMLR.org},
booktitle = {Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014}
}
@inproceedings{conf/kdd/NieWH14,
title = {Clustering and projected clustering with adaptive neighbors.},
year = {2014},
booktitle = {KDD},
author = {{Feiping Nie 001} and {Xiaoqian Wang 001} and {Heng Huang}},
publisher = {ACM},
booktitle = {The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014}
}
@inproceedings{conf/kdd/WangNH14,
title = {Large-scale adaptive semi-supervised learning via unified inductive and transductive model.},
year = {2014},
booktitle = {KDD},
author = {{De Wang} and {Feiping Nie 001} and {Heng Huang}},
publisher = {ACM},
booktitle = {The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014}
}
@inproceedings{conf/miccai/WangWNYCSSH14,
title = {Human Connectome Module Pattern Detection Using a New Multi-graph MinMax Cut Model.},
year = {2014},
booktitle = {MICCAI (3)},
author = {{De Wang} and {Yang Wang} and {Feiping Nie 001} and {Jingwen Yan} and {Tom Weidong Cai} and {Andrew J. Saykin} and {Li Shen 001} and {Heng Huang}},
publisher = {Springer},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III}
}
@inproceedings{conf/nips/KongF0ND14,
title = {Exclusive Feature Learning on Arbitrary Structures via \\ell_\{1, 2\}-norm.},
year = {2014},
booktitle = {NIPS},
author = {{Deguang Kong} and {Ryohei Fujimaki} and {Ji Liu 002} and {Feiping Nie 001} and {Chris H. Q. Ding}},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}
}
@inproceedings{conf/pkdd/NieCH14,
title = {Flexible Shift-Invariant Locality and Globality Preserving Projections.},
year = {2014},
booktitle = {ECML/PKDD (2)},
author = {{Feiping Nie 001} and {Xiao Cai} and {Heng Huang}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II}
}
@inproceedings{conf/pkdd/WangNH14,
title = {Unsupervised Feature Selection via Unified Trace Ratio Formulation and K-means Clustering (TRACK).},
year = {2014},
booktitle = {ECML/PKDD (3)},
author = {{De Wang} and {Feiping Nie 001} and {Heng Huang}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part III}
}
@article{journals/corr/ChangNMY14,
title = {Balanced k-Means and Min-Cut Clustering.},
year = {2014},
journal = {CoRR},
author = {{Xiaojun Chang} and {Feiping Nie 001} and {Zhigang Ma} and {Yi Yang 001}}
}
@article{journals/corr/ChangNYH14,
title = {A Convex Sparse PCA for Feature Analysis.},
year = {2014},
journal = {CoRR},
author = {{Xiaojun Chang} and {Feiping Nie 001} and {Yi Yang 001} and {Heng Huang}}
}
@article{journals/corr/ChangSNWYZ14,
title = {Compound Rank-k Projections for Bilinear Analysis.},
year = {2014},
journal = {CoRR},
author = {{Xiaojun Chang} and {Haoquan Shen} and {Feiping Nie 001} and {Sen Wang 001} and {Yi Yang 001} and {Xiaofang Zhou 001}}
}
@article{journals/ijcv/MaYNSYH14,
title = {Harnessing Lab Knowledge for Real-World Action Recognition.},
year = {2014},
journal = {Int. J. Comput. Vis.},
author = {{Zhigang Ma} and {Yi Yang 001} and {Feiping Nie 001} and {Nicu Sebe} and {Shuicheng Yan} and {Alexander G. Hauptmann}}
}
@article{journals/mia/WuWZNHS14,
title = {A generative probability model of joint label fusion for multi-atlas based brain segmentation.},
year = {2014},
journal = {Medical Image Anal.},
author = {{Guorong Wu 001} and {Qian Wang 001} and {Daoqiang Zhang} and {Feiping Nie 001} and {Heng Huang} and {Dinggang Shen}}
}
@article{journals/nca/HouNWYZ14,
title = {Learning high-dimensional correspondence via manifold learning and local approximation.},
year = {2014},
journal = {Neural Comput. Appl.},
author = {{Chenping Hou} and {Feiping Nie 001} and {Hua Wang 007} and {Dongyun Yi} and {Changshui Zhang}}
}
@article{journals/pr/HouNZYW14,
title = {Multiple rank multi-linear SVM for matrix data classification.},
year = {2014},
journal = {Pattern Recognit.},
author = {{Chenping Hou} and {Feiping Nie 001} and {Changshui Zhang} and {Dongyun Yi} and {Yi Wu 003}}
}
@article{journals/tcyb/HouNLYW14,
title = {Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection.},
year = {2014},
journal = {IEEE Trans. Cybern.},
author = {{Chenping Hou} and {Feiping Nie 001} and {Xuelong Li 001} and {Dongyun Yi} and {Yi Wu 003}}
}
@inproceedings{conf/aaai/ChangNMYZ15,
title = {A Convex Formulation for Spectral Shrunk Clustering.},
year = {2015},
booktitle = {AAAI},
author = {{Xiaojun Chang} and {Feiping Nie 001} and {Zhigang Ma} and {Yi Yang 001} and {Xiaofang Zhou 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA.}
}
@inproceedings{conf/aaai/LiNHH15,
title = {Large-Scale Multi-View Spectral Clustering via Bipartite Graph.},
year = {2015},
booktitle = {AAAI},
author = {{Yeqing Li} and {Feiping Nie 001} and {Heng Huang} and {Junzhou Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA.}
}
@inproceedings{conf/aaai/WangNH15,
title = {Learning Robust Locality Preserving Projection via p-Order Minimization.},
year = {2015},
booktitle = {AAAI},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA.}
}
@inproceedings{conf/aaai/ZhengCDNH15,
title = {A Closed Form Solution to Multi-View Low-Rank Regression.},
year = {2015},
booktitle = {AAAI},
author = {{Shuai Zheng 002} and {Xiao Cai} and {Chris H. Q. Ding} and {Feiping Nie 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA.}
}
@inproceedings{conf/cikm/GaoNCH15,
title = {Robust Capped Norm Nonnegative Matrix Factorization: Capped Norm NMF.},
year = {2015},
booktitle = {CIKM},
author = {{Hongchang Gao} and {Feiping Nie 001} and {Tom Weidong Cai} and {Heng Huang}},
publisher = {ACM},
booktitle = {Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015}
}
@inproceedings{conf/cvpr/GaoSNYSS15,
title = {Optimal graph learning with partial tags and multiple features for image and video annotation.},
year = {2015},
booktitle = {CVPR},
author = {{Lianli Gao} and {Jingkuan Song} and {Feiping Nie 001} and {Yan Yan 002} and {Nicu Sebe} and {Heng Tao Shen}},
publisher = {IEEE Computer Society},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, Boston, MA, USA, June 7-12, 2015}
}
@inproceedings{conf/iccv/GaoNLH15,
title = {Multi-view Subspace Clustering.},
year = {2015},
booktitle = {ICCV},
author = {{Hongchang Gao} and {Feiping Nie 001} and {Xuelong Li 001} and {Heng Huang}},
publisher = {IEEE Computer Society},
booktitle = {2015 IEEE International Conference on Computer Vision, ICCV 2015, Santiago, Chile, December 7-13, 2015}
}
@inproceedings{conf/ijcai/HuangNH15,
title = {A New Simplex Sparse Learning Model to Measure Data Similarity for Clustering.},
year = {2015},
booktitle = {IJCAI},
author = {{Jin Huang} and {Feiping Nie 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015}
}
@inproceedings{conf/ijcai/JiangNH15,
title = {Robust Dictionary Learning with Capped l1-Norm.},
year = {2015},
booktitle = {IJCAI},
author = {{Wenhao Jiang} and {Feiping Nie 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015}
}
@inproceedings{conf/ijcai/WangLNH15,
title = {Discriminative Unsupervised Dimensionality Reduction.},
year = {2015},
booktitle = {IJCAI},
author = {{Xiaoqian Wang 001} and {Yun Liu} and {Feiping Nie 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015}
}
@inproceedings{conf/miccai/GaoCYYCWNWSSH15,
title = {Identifying Connectome Module Patterns via New Balanced Multi-graph Normalized Cut.},
year = {2015},
booktitle = {MICCAI (2)},
author = {{Hongchang Gao} and {Chengtao Cai} and {Jingwen Yan} and {Lin Yan 003} and {Joaquín Goñi Cortes} and {Yang Wang} and {Feiping Nie 001} and {John D. West} and {Andrew J. Saykin} and {Li Shen 001} and {Heng Huang}},
publisher = {Springer},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part II}
}
@inproceedings{conf/pkdd/WangNCYLS15,
title = {Unsupervised Feature Analysis with Class Margin Optimization.},
year = {2015},
booktitle = {ECML/PKDD (1)},
author = {{Sen Wang 001} and {Feiping Nie 001} and {Xiaojun Chang} and {Lina Yao 001} and {Xue Li 001} and {Quan Z. Sheng}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part I}
}
@article{journals/corr/JiangNCH15,
title = {Algorithm and Theoretical Analysis for Domain Adaptation Feature Learning with Linear Classifiers.},
year = {2015},
journal = {CoRR},
author = {{Wenhao Jiang} and {Feiping Nie 001} and {Korris Fu-Lai Chung} and {Heng Huang}}
}
@article{journals/corr/TaoHNJY15,
title = {Effective Discriminative Feature Selection with Non-trivial Solutions.},
year = {2015},
journal = {CoRR},
author = {{Hong Tao} and {Chenping Hou} and {Feiping Nie 001} and {Yuanyuan Jiao} and {Dongyun Yi}}
}
@article{journals/ijcv/YangMNCH15,
title = {Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization.},
year = {2015},
journal = {Int. J. Comput. Vis.},
author = {{Yi Yang 001} and {Zhigang Ma} and {Feiping Nie 001} and {Xiaojun Chang} and {Alexander G. Hauptmann}}
}
@article{journals/kais/NieWHD15,
title = {Joint Schatten p-norm and ℓp-norm robust matrix completion for missing value recovery.},
year = {2015},
journal = {Knowl. Inf. Syst.},
author = {{Feiping Nie 001} and {Hua Wang 007} and {Heng Huang} and {Chris H. Q. Ding}}
}
@article{journals/tcyb/WangNYGY15,
title = {Robust 2DPCA With Non-greedy ℓ1-Norm Maximization for Image Analysis.},
year = {2015},
journal = {IEEE Trans. Cybern.},
author = {{Rong Wang 001} and {Feiping Nie 001} and {Xiaojun Yang} and {Feifei Gao} and {Minli Yao}}
}
@article{journals/tcyb/YangMYNS15,
title = {Multitask Spectral Clustering by Exploring Intertask Correlation.},
year = {2015},
journal = {IEEE Trans. Cybern.},
author = {{Yang Yang 002} and {Zhigang Ma} and {Yi Yang 001} and {Feiping Nie 001} and {Heng Tao Shen}}
}
@article{journals/tkdd/WangNH15,
title = {Large-Scale Cross-Language Web Page Classification via Dual Knowledge Transfer Using Fast Nonnegative Matrix Trifactorization.},
year = {2015},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Hua Wang 007} and {Feiping Nie 001} and {Heng Huang}}
}
@article{journals/tkde/WangNH15,
title = {Feature Selection via Global Redundancy Minimization.},
year = {2015},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{De Wang} and {Feiping Nie 001} and {Heng Huang}}
}
@article{journals/tnn/HouNYT15,
title = {Discriminative Embedded Clustering: A Framework for Grouping High-Dimensional Data.},
year = {2015},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Chenping Hou} and {Feiping Nie 001} and {Dongyun Yi} and {Dacheng Tao}}
}
@inproceedings{conf/aaai/GaoSNZSS16,
title = {Graph-without-cut: An Ideal Graph Learning for Image Segmentation.},
year = {2016},
booktitle = {AAAI},
author = {{Lianli Gao} and {Jingkuan Song} and {Feiping Nie 001} and {Fuhao Zou} and {Nicu Sebe} and {Heng Tao Shen}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA.}
}
@inproceedings{conf/aaai/HouNT16,
title = {Discriminative Vanishing Component Analysis.},
year = {2016},
booktitle = {AAAI},
author = {{Chenping Hou} and {Feiping Nie 001} and {Dacheng Tao}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA.}
}
@inproceedings{conf/aaai/NieWDGLH16,
title = {New l1-Norm Relaxations and Optimizations for Graph Clustering.},
year = {2016},
booktitle = {AAAI},
author = {{Feiping Nie 001} and {Hua Wang 007} and {Cheng Deng} and {Xinbo Gao 001} and {Xuelong Li 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA.}
}
@inproceedings{conf/aaai/NieWJH16,
title = {The Constrained Laplacian Rank Algorithm for Graph-Based Clustering.},
year = {2016},
booktitle = {AAAI},
author = {{Feiping Nie 001} and {Xiaoqian Wang 001} and {Michael I. Jordan} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA.}
}
@inproceedings{conf/aaai/NieZL16,
title = {Unsupervised Feature Selection with Structured Graph Optimization.},
year = {2016},
booktitle = {AAAI},
author = {{Feiping Nie 001} and {Wei Zhu 015} and {Xuelong Li 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA.}
}
@inproceedings{conf/bmvc/0108YNAYS16,
title = {Projective Unsupervised Flexible Embedding with Optimal Graph.},
year = {2016},
booktitle = {BMVC},
author = {{Wei Wang 108} and {Yan Yan 002} and {Feiping Nie 001} and {Xavier Alameda-Pineda} and {Shuicheng Yan} and {Nicu Sebe}},
publisher = {BMVA Press},
booktitle = {Proceedings of the British Machine Vision Conference 2016, BMVC 2016, York, UK, September 19-22, 2016}
}
@inproceedings{conf/cvpr/QuanHZN16,
title = {Object Co-segmentation via Graph Optimized-Flexible Manifold Ranking.},
year = {2016},
booktitle = {CVPR},
author = {{Rong Quan} and {Junwei Han} and {Dingwen Zhang} and {Feiping Nie 001}},
publisher = {IEEE Computer Society},
booktitle = {2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, June 27-30, 2016}
}
@inproceedings{conf/cvpr/XuHN16,
title = {Discriminatively Embedded K-Means for Multi-view Clustering.},
year = {2016},
booktitle = {CVPR},
author = {{Jinglin Xu} and {Junwei Han} and {Feiping Nie 001}},
publisher = {IEEE Computer Society},
booktitle = {2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, June 27-30, 2016}
}
@inproceedings{conf/huc/YaoNSGLW16,
title = {Learning from less for better: semi-supervised activity recognition via shared structure discovery.},
year = {2016},
booktitle = {UbiComp},
author = {{Lina Yao 001} and {Feiping Nie 001} and {Quan Z. Sheng} and {Tao Gu} and {Xue Li 001} and {Sen Wang 001}},
publisher = {ACM},
booktitle = {Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2016, Heidelberg, Germany, September 12-16, 2016}
}
@inproceedings{conf/icdm/GuoHNY16,
title = {Semi-Supervised Multi-label Dimensionality Reduction.},
year = {2016},
booktitle = {ICDM},
author = {{Baolin Guo} and {Chenping Hou} and {Feiping Nie 001} and {Dongyun Yi}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain}
}
@inproceedings{conf/icdm/WangNH16,
title = {Learning Task Relational Structure for Multi-task Feature Learning.},
year = {2016},
booktitle = {ICDM},
author = {{De Wang} and {Feiping Nie 001} and {Heng Huang}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain}
}
@inproceedings{conf/icmcs/Tang0NPJ16,
title = {A graph based multimodal geospatial interpolation framework.},
year = {2016},
booktitle = {ICME},
author = {{Mengfan Tang} and {Pranav Agrawal 002} and {Feiping Nie 001} and {Siripen Pongpaichet} and {Ramesh C. Jain}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Multimedia and Expo, ICME 2016, Seattle, WA, USA, July 11-15, 2016}
}
@inproceedings{conf/icpr/LiuNZWL16,
title = {Unsupervised automatic attribute discovery method via multi-graph clustering.},
year = {2016},
booktitle = {ICPR},
author = {{Liangchen Liu} and {Feiping Nie 001} and {Teng Zhang} and {Arnold Wiliem} and {Brian C. Lovell}},
publisher = {IEEE},
booktitle = {23rd International Conference on Pattern Recognition, ICPR 2016, Cancún, Mexico, December 4-8, 2016}
}
@inproceedings{conf/icpr/ZhugeHNY16,
title = {Unsupervised feature extraction using a learned graph with clustering structure.},
year = {2016},
booktitle = {ICPR},
author = {{Wenzhang Zhuge} and {Chenping Hou} and {Feiping Nie 001} and {Dongyun Yi}},
publisher = {IEEE},
booktitle = {23rd International Conference on Pattern Recognition, ICPR 2016, Cancún, Mexico, December 4-8, 2016}
}
@inproceedings{conf/ictai/0002NDH16,
title = {A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification.},
year = {2016},
booktitle = {ICTAI},
author = {{Shuai Zheng 002} and {Feiping Nie 001} and {Chris H. Q. Ding} and {Heng Huang}},
publisher = {IEEE Computer Society},
booktitle = {28th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2016, San Jose, CA, USA, November 6-8, 2016}
}
@inproceedings{conf/ijcai/LuoNCYHZ16,
title = {Avoiding Optimal Mean Robust PCA/2DPCA with Non-greedy ℓ1-Norm Maximization.},
year = {2016},
booktitle = {IJCAI},
author = {{Minnan Luo} and {Feiping Nie 001} and {Xiaojun Chang} and {Yi Yang 001} and {Alexander G. Hauptmann} and {Qinghua Zheng}},
publisher = {IJCAI/AAAI Press},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016}
}
@inproceedings{conf/ijcai/NieH16,
title = {Subspace Clustering via New Low-Rank Model with Discrete Group Structure Constraint.},
year = {2016},
booktitle = {IJCAI},
author = {{Feiping Nie 001} and {Heng Huang}},
publisher = {IJCAI/AAAI Press},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016}
}
@inproceedings{conf/ijcai/NieLL16,
title = {Parameter-Free Auto-Weighted Multiple Graph Learning: A Framework for Multiview Clustering and Semi-Supervised Classification.},
year = {2016},
booktitle = {IJCAI},
author = {{Feiping Nie 001} and {Jing Li 009} and {Xuelong Li 001}},
publisher = {IJCAI/AAAI Press},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016}
}
@inproceedings{conf/ijcai/WangNH16,
title = {Fast Robust Non-Negative Matrix Factorization for Large-Scale Human Action Data Clustering.},
year = {2016},
booktitle = {IJCAI},
author = {{De Wang} and {Feiping Nie 001} and {Heng Huang}},
publisher = {IJCAI/AAAI Press},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016}
}
@inproceedings{conf/ijcai/XuHXN16,
title = {Robust and Sparse Fuzzy K-Means Clustering.},
year = {2016},
booktitle = {IJCAI},
author = {{Jinglin Xu} and {Junwei Han} and {Kai Xiong} and {Feiping Nie 001}},
publisher = {IJCAI/AAAI Press},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016}
}
@inproceedings{conf/kdd/HuoNH16,
title = {Robust and Effective Metric Learning Using Capped Trace Norm: Metric Learning via Capped Trace Norm.},
year = {2016},
booktitle = {KDD},
author = {{Zhouyuan Huo} and {Feiping Nie 001} and {Heng Huang}},
publisher = {ACM},
booktitle = {Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016}
}
@inproceedings{conf/kdd/WangNH16,
title = {Structured Doubly Stochastic Matrix for Graph Based Clustering: Structured Doubly Stochastic Matrix.},
year = {2016},
booktitle = {KDD},
author = {{Xiaoqian Wang 001} and {Feiping Nie 001} and {Heng Huang}},
publisher = {ACM},
booktitle = {Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016}
}
@inproceedings{conf/miccai/WangZAZZNSW16,
title = {Progressive Graph-Based Transductive Learning for Multi-modal Classification of Brain Disorder Disease.},
year = {2016},
booktitle = {MICCAI (1)},
author = {{Zhengxia Wang} and {Xiaofeng Zhu 001} and {Ehsan Adeli 001} and {Yingying Zhu 004} and {Chen Zu} and {Feiping Nie 001} and {Dinggang Shen} and {Guorong Wu 001}},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I}
}
@inproceedings{conf/mm/SongGPNSS16,
title = {Joint Graph Learning and Video Segmentation via Multiple Cues and Topology Calibration.},
year = {2016},
booktitle = {ACM Multimedia},
author = {{Jingkuan Song} and {Lianli Gao} and {Mihai Marian Puscas} and {Feiping Nie 001} and {Fumin Shen} and {Nicu Sebe}},
publisher = {ACM},
booktitle = {Proceedings of the 2016 ACM Conference on Multimedia Conference, MM 2016, Amsterdam, The Netherlands, October 15-19, 2016}
}
@inproceedings{conf/mm/TangNJ16,
title = {Capped Lp-Norm Graph Embedding for Photo Clustering.},
year = {2016},
booktitle = {ACM Multimedia},
author = {{Mengfan Tang} and {Feiping Nie 001} and {Ramesh C. Jain}},
publisher = {ACM},
booktitle = {Proceedings of the 2016 ACM Conference on Multimedia Conference, MM 2016, Amsterdam, The Netherlands, October 15-19, 2016}
}
@inproceedings{conf/pkdd/WangNCLSY16,
title = {Uncovering Locally Discriminative Structure for Feature Analysis.},
year = {2016},
booktitle = {ECML/PKDD (1)},
author = {{Sen Wang 001} and {Feiping Nie 001} and {Xiaojun Chang} and {Xue Li 001} and {Quan Z. Sheng} and {Lina Yao 001}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part I}
}
@article{journals/corr/NieH16,
title = {Non-Greedy L21-Norm Maximization for Principal Component Analysis.},
year = {2016},
journal = {CoRR},
author = {{Feiping Nie 001} and {Heng Huang}}
}
@article{journals/ieeemm/ZhangYNS16,
title = {Guest editors' introduction: Perception, Aesthetics, and Emotion in Multimedia Quality Modeling.},
year = {2016},
journal = {IEEE Multim.},
author = {{Luming Zhang} and {Yi Yang 001} and {Feiping Nie 001} and {Ling Shao 001}}
}
@article{journals/ijon/WangCGGN16,
title = {On the schatten norm for matrix based subspace learning and classification.},
year = {2016},
journal = {Neurocomputing},
author = {{Qianqian Wang} and {Fang Chen} and {Quanxue Gao} and {Xinbo Gao 001} and {Feiping Nie 001}}
}
@article{journals/ijon/ZhaoWN16,
title = {Orthogonal least squares regression for feature extraction.},
year = {2016},
journal = {Neurocomputing},
author = {{Haifeng Zhao 001} and {Zheng Wang 037} and {Feiping Nie 001}}
}
@article{journals/pami/ShiGNYYT16,
title = {Two-Dimensional Whitening Reconstruction for Enhancing Robustness of Principal Component Analysis.},
year = {2016},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Xiaoshuang Shi} and {Zhenhua Guo 001} and {Feiping Nie 001} and {Lin Yang 002} and {Jane You} and {Dacheng Tao}}
}
@article{journals/tip/SongGNSYS16,
title = {Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation.},
year = {2016},
journal = {IEEE Trans. Image Process.},
author = {{Jingkuan Song} and {Lianli Gao} and {Feiping Nie 001} and {Heng Tao Shen} and {Yan Yan 002} and {Nicu Sebe}}
}
@article{journals/tkdd/ChangNYZH16,
title = {Convex Sparse PCA for Unsupervised Feature Learning.},
year = {2016},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Xiaojun Chang} and {Feiping Nie 001} and {Yi Yang 001} and {Chengqi Zhang} and {Heng Huang}}
}
@article{journals/tmm/YanNLGYX16,
title = {Image Classification by Cross-Media Active Learning With Privileged Information.},
year = {2016},
journal = {IEEE Trans. Multim.},
author = {{Yan Yan 006} and {Feiping Nie 001} and {Wen Li 001} and {Chenqiang Gao} and {Yi Yang 001} and {Dong Xu 001}}
}
@article{journals/tnn/ChangNWYZZ16,
title = {Compound Rank-k Projections for Bilinear Analysis.},
year = {2016},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Xiaojun Chang} and {Feiping Nie 001} and {Sen Wang 001} and {Yi Yang 001} and {Xiaofang Zhou 001} and {Chengqi Zhang}}
}
@article{journals/tnn/HeCCCEdLMNOPSSS16,
title = {Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond.},
year = {2016},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Haibo He} and {Nitesh V. Chawla} and {Huanhuan Chen} and {Yoonsuck Choe} and {Andries P. Engelbrecht} and {Jaya deva} and {Lyle N. Long} and {Ali A. Minai} and {Feiping Nie 001} and {Umut Ozertem} and {Barak A. Pearlmutter} and {Ling Shao 001} and {Jennie Si} and {Jochen J. Steil} and {Brijesh K. Verma} and {Ding Wang 001}}
}
@article{journals/tnn/TaoHNJY16,
title = {Effective Discriminative Feature Selection With Nontrivial Solution.},
year = {2016},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Hong Tao} and {Chenping Hou} and {Feiping Nie 001} and {Yuanyuan Jiao} and {Dongyun Yi}}
}
@inproceedings{conf/aaai/GaoNH17,
title = {Local Centroids Structured Non-Negative Matrix Factorization.},
year = {2017},
booktitle = {AAAI},
author = {{Hongchang Gao} and {Feiping Nie 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/aaai/HanSNL17,
title = {Bilateral k-Means Algorithm for Fast Co-Clustering.},
year = {2017},
booktitle = {AAAI},
author = {{Junwei Han} and {Kun Song 001} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/aaai/LiCNW17,
title = {A Multiview-Based Parameter Free Framework for Group Detection.},
year = {2017},
booktitle = {AAAI},
author = {{Xuelong Li 001} and {Mulin Chen} and {Feiping Nie 001} and {Qi Wang 009}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/aaai/LiHN17,
title = {Large Graph Hashing with Spectral Rotation.},
year = {2017},
booktitle = {AAAI},
author = {{Xuelong Li 001} and {Di Hu 001} and {Feiping Nie 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/aaai/LiuGWNH17,
title = {Semi-Supervised Classifications via Elastic and Robust Embedding.},
year = {2017},
booktitle = {AAAI},
author = {{Yun Liu} and {Yiming Guo} and {Hua Wang 007} and {Feiping Nie 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/aaai/LiuHNL17,
title = {Balanced Clustering with Least Square Regression.},
year = {2017},
booktitle = {AAAI},
author = {{Hanyang Liu} and {Junwei Han} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/aaai/LuoNCYHZ17,
title = {Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling.},
year = {2017},
booktitle = {AAAI},
author = {{Minnan Luo} and {Feiping Nie 001} and {Xiaojun Chang} and {Yi Yang 001} and {Alexander G. Hauptmann} and {Qinghua Zheng}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/aaai/NieCL17,
title = {Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours.},
year = {2017},
booktitle = {AAAI},
author = {{Feiping Nie 001} and {Guohao Cai} and {Xuelong Li 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/aaai/NieWH17,
title = {Multiclass Capped ℓp-Norm SVM for Robust Classifications.},
year = {2017},
booktitle = {AAAI},
author = {{Feiping Nie 001} and {Xiaoqian Wang 001} and {Heng Huang}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/aaai/NieZL17,
title = {Unsupervised Large Graph Embedding.},
year = {2017},
booktitle = {AAAI},
author = {{Feiping Nie 001} and {Wei Zhu 015} and {Xuelong Li 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/aaai/SongNHL17,
title = {Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning.},
year = {2017},
booktitle = {AAAI},
author = {{Kun Song 001} and {Feiping Nie 001} and {Junwei Han} and {Xuelong Li 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/aaai/XueNWCSY17,
title = {Multi-View Correlated Feature Learning by Uncovering Shared Component.},
year = {2017},
booktitle = {AAAI},
author = {{Xiaowei Xue} and {Feiping Nie 001} and {Sen Wang 001} and {Xiaojun Chang} and {Bela Stantic} and {Min Yao}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/icassp/ZhangNL17,
title = {Embedded clustering via robust orthogonal least square discriminant analysis.},
year = {2017},
booktitle = {ICASSP},
author = {{Rui Zhang 017} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017}
}
@inproceedings{conf/icassp/ZhangNL17a,
title = {Semi-supervised classification via both label and side information.},
year = {2017},
booktitle = {ICASSP},
author = {{Rui Zhang 017} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017}
}
@inproceedings{conf/icassp/ZhangNL17b,
title = {Auto-weighted two-dimensional principal component analysis with robust outliers.},
year = {2017},
booktitle = {ICASSP},
author = {{Rui Zhang 017} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017}
}
@inproceedings{conf/icassp/ZhangYNW17,
title = {Largest center-specific margin for dimension reduction.},
year = {2017},
booktitle = {ICASSP},
author = {{Jian'an Zhang} and {Yuan Yuan 001} and {Feiping Nie 001} and {Qi Wang 009}},
publisher = {IEEE},
booktitle = {2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017}
}
@inproceedings{conf/icassp/ZhuNL17,
title = {Fast Spectral Clustering with efficient large graph construction.},
year = {2017},
booktitle = {ICASSP},
author = {{Wei Zhu 015} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017}
}
@inproceedings{conf/iccv/0004HNCW17,
title = {A Self-Balanced Min-Cut Algorithm for Image Clustering.},
year = {2017},
booktitle = {ICCV},
author = {{Xiaojun Chen 006} and {Joshua Zhexue Huang} and {Feiping Nie 001} and {Renjie Chen 004} and {Qingyao Wu}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017}
}
@inproceedings{conf/ijcai/0004NHY17,
title = {Scalable Normalized Cut with Improved Spectral Rotation.},
year = {2017},
booktitle = {IJCAI},
author = {{Xiaojun Chen 006} and {Feiping Nie 001} and {Joshua Zhexue Huang} and {Min Yang 007}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/0004YNH17,
title = {Semi-supervised Feature Selection via Rescaled Linear Regression.},
year = {2017},
booktitle = {IJCAI},
author = {{Xiaojun Chen 006} and {Guowen Yuan} and {Feiping Nie 001} and {Joshua Zhexue Huang}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/HanXN17,
title = {Orthogonal and Nonnegative Graph Reconstruction for Large Scale Clustering.},
year = {2017},
booktitle = {IJCAI},
author = {{Junwei Han} and {Kai Xiong} and {Feiping Nie 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/JiangDLNCH17,
title = {Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning.},
year = {2017},
booktitle = {IJCAI},
author = {{Wenhao Jiang} and {Cheng Deng} and {Wei Liu 005} and {Feiping Nie 001} and {Fu-Lai Chung} and {Heng Huang}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/LiCNW17,
title = {Locality Adaptive Discriminant Analysis.},
year = {2017},
booktitle = {IJCAI},
author = {{Xuelong Li 001} and {Mulin Chen} and {Feiping Nie 001} and {Qi Wang 009}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/LiuHN17,
title = {Semi-supervised Orthogonal Graph Embedding with Recursive Projections.},
year = {2017},
booktitle = {IJCAI},
author = {{Hanyang Liu} and {Junwei Han} and {Feiping Nie 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/LuoZNCQZ17,
title = {Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression.},
year = {2017},
booktitle = {IJCAI},
author = {{Minnan Luo} and {Lingling Zhang} and {Feiping Nie 001} and {Xiaojun Chang} and {Buyue Qian} and {Qinghua Zheng}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/NieHH17,
title = {Joint Capped Norms Minimization for Robust Matrix Recovery.},
year = {2017},
booktitle = {IJCAI},
author = {{Feiping Nie 001} and {Zhouyuan Huo} and {Heng Huang}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/NieLL17,
title = {Self-weighted Multiview Clustering with Multiple Graphs.},
year = {2017},
booktitle = {IJCAI},
author = {{Feiping Nie 001} and {Jing Li 009} and {Xuelong Li 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/PangNH17,
title = {Flexible Orthogonal Neighborhood Preserving Embedding.},
year = {2017},
booktitle = {IJCAI},
author = {{Tianji Pang} and {Feiping Nie 001} and {Junwei Han}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/SongNH17,
title = {Two dimensional Large Margin Nearest Neighbor for Matrix Classification.},
year = {2017},
booktitle = {IJCAI},
author = {{Kun Song 001} and {Feiping Nie 001} and {Junwei Han}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/WangGGN17,
title = {Angle Principal Component Analysis.},
year = {2017},
booktitle = {IJCAI},
author = {{Qianqian Wang} and {Quanxue Gao} and {Xinbo Gao 001} and {Feiping Nie 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/WangQNY17,
title = {Convolutional 2D LDA for Nonlinear Dimensionality Reduction.},
year = {2017},
booktitle = {IJCAI},
author = {{Qi Wang 009} and {Zequn Qin} and {Feiping Nie 001} and {Yuan Yuan 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/XiongNH17,
title = {Linear Manifold Regularization with Adaptive Graph for Semi-supervised Dimensionality Reduction.},
year = {2017},
booktitle = {IJCAI},
author = {{Kai Xiong} and {Feiping Nie 001} and {Junwei Han}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/XuHN17,
title = {Multi-view Feature Learning with Discriminative Regularization.},
year = {2017},
booktitle = {IJCAI},
author = {{Jinglin Xu} and {Junwei Han} and {Feiping Nie 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/XuLHDNH17,
title = {Multi-Class Support Vector Machine via Maximizing Multi-Class Margins.},
year = {2017},
booktitle = {IJCAI},
author = {{Jie Xu 012} and {Xianglong Liu 001} and {Zhouyuan Huo} and {Cheng Deng} and {Feiping Nie 001} and {Heng Huang}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcai/XuNH17,
title = {Feature Selection via Scaling Factor Integrated Multi-Class Support Vector Machines.},
year = {2017},
booktitle = {IJCAI},
author = {{Jinglin Xu} and {Feiping Nie 001} and {Junwei Han}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
}
@inproceedings{conf/ijcnn/ZhangNL17,
title = {Projected clustering via robust orthogonal least square regression with optimal scaling.},
year = {2017},
booktitle = {IJCNN},
author = {{Rui Zhang 017} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {2017 International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, AK, USA, May 14-19, 2017}
}
@inproceedings{conf/nips/NieWDH17,
title = {Learning A Structured Optimal Bipartite Graph for Co-Clustering.},
year = {2017},
booktitle = {NIPS},
author = {{Feiping Nie 001} and {Xiaoqian Wang 001} and {Cheng Deng} and {Heng Huang}},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA}
}
@article{journals/cgf/WangLNTGL17,
title = {Linear Discriminative Star Coordinates for Exploring Class and Cluster Separation of High Dimensional Data.},
year = {2017},
journal = {Comput. Graph. Forum},
author = {{Yunhai Wang} and {Jingting Li} and {Feiping Nie 001} and {Holger Theisel} and {Minglun Gong} and {Dirk J. Lehmann}}
}
@article{journals/chinaf/Nie0L17,
title = {A generalized power iteration method for solving quadratic problem on the Stiefel manifold.},
year = {2017},
journal = {Sci. China Inf. Sci.},
author = {{Feiping Nie 001} and {Rui Zhang 017} and {Xuelong Li 001}}
}
@article{journals/corr/GaoZN017,
title = {Local Shrunk Discriminant Analysis (LSDA).},
year = {2017},
journal = {CoRR},
author = {{Zan Gao} and {Guotai Zhang} and {Feiping Nie 001} and {Hua Zhang 003}}
}
@article{journals/corr/TangNPJ17,
title = {From Photo Streams to Evolving Situations.},
year = {2017},
journal = {CoRR},
author = {{Mengfan Tang} and {Feiping Nie 001} and {Siripen Pongpaichet} and {Ramesh C. Jain}}
}
@article{journals/expert/ChenPHNM17,
title = {Local PurTree Spectral Clustering for Massive Customer Transaction Data.},
year = {2017},
journal = {IEEE Intell. Syst.},
author = {{Xiaojun Chen 006} and {Si Peng} and {Joshua Zhexue Huang} and {Feiping Nie 001} and {Yong Ming}}
}
@article{journals/ijon/TangNJ17,
title = {A graph regularized dimension reduction method for out-of-sample data.},
year = {2017},
journal = {Neurocomputing},
author = {{Mengfan Tang} and {Feiping Nie 001} and {Ramesh C. Jain}}
}
@article{journals/ijon/ZhangNL17,
title = {Self-weighted spectral clustering with parameter-free constraint.},
year = {2017},
journal = {Neurocomputing},
author = {{Rui Zhang 017} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/jvcir/TangNPJ17,
title = {Semi-supervised learning on large-scale geotagged photos for situation recognition.},
year = {2017},
journal = {J. Vis. Commun. Image Represent.},
author = {{Mengfan Tang} and {Feiping Nie 001} and {Siripen Pongpaichet} and {Ramesh C. Jain}}
}
@article{journals/lgrs/WangNY17,
title = {Fast Spectral Clustering With Anchor Graph for Large Hyperspectral Images.},
year = {2017},
journal = {IEEE Geosci. Remote. Sens. Lett.},
author = {{Rong Wang 001} and {Feiping Nie 001} and {Weizhong Yu}}
}
@article{journals/mia/WangZAZNMW17,
title = {Multi-modal classification of neurodegenerative disease by progressive graph-based transductive learning.},
year = {2017},
journal = {Medical Image Anal.},
author = {{Zhengxia Wang} and {Xiaofeng Zhu 001} and {Ehsan Adeli 001} and {Yingying Zhu 004} and {Feiping Nie 001} and {Brent C. Munsell} and {Guorong Wu 001}}
}
@article{journals/neco/ChangNLCH17,
title = {Refined Spectral Clustering via Embedded Label Propagation.},
year = {2017},
journal = {Neural Comput.},
author = {{Yan-shuo Chang} and {Feiping Nie 001} and {Zhihui Li 001} and {Xiaojun Chang} and {Heng Huang}}
}
@article{journals/neco/ChangNW17,
title = {Multiview Feature Analysis via Structured Sparsity and Shared Subspace Discovery.},
year = {2017},
journal = {Neural Comput.},
author = {{Yan-shuo Chang} and {Feiping Nie 001} and {Ming-Yu Wang}}
}
@article{journals/neco/ChengNSG17,
title = {A Weight-Adaptive Laplacian Embedding for Graph-Based Clustering.},
year = {2017},
journal = {Neural Comput.},
author = {{De Cheng} and {Feiping Nie 001} and {Jiande Sun 001} and {Yihong Gong}}
}
@article{journals/neco/LuoNCYHZ17,
title = {Avoiding Optimal Mean ℓ2, 1-Norm Maximization-Based Robust PCA for Reconstruction.},
year = {2017},
journal = {Neural Comput.},
author = {{Minnan Luo} and {Feiping Nie 001} and {Xiaojun Chang} and {Yi Yang 001} and {Alexander G. Hauptmann} and {Qinghua Zheng}}
}
@article{journals/neco/ZhaoNWGXC17,
title = {Unsupervised 2D Dimensionality Reduction with Adaptive Structure Learning.},
year = {2017},
journal = {Neural Comput.},
author = {{Xiaowei Zhao 002} and {Feiping Nie 001} and {Sen Wang 001} and {Jun Guo} and {Pengfei Xu 003} and {Xiaojiang Chen}}
}
@article{journals/pr/WangGGN17,
title = {Optimal mean two-dimensional principal component analysis with F-norm minimization.},
year = {2017},
journal = {Pattern Recognit.},
author = {{Qianqian Wang} and {Quanxue Gao} and {Xinbo Gao 001} and {Feiping Nie 001}}
}
@article{journals/tip/HouJNLZ17,
title = {2D Feature Selection by Sparse Matrix Regression.},
year = {2017},
journal = {IEEE Trans. Image Process.},
author = {{Chenping Hou} and {Yuanyuan Jiao} and {Feiping Nie 001} and {Tingjin Luo} and {Zhi-Hua Zhou}}
}
@article{journals/tip/LiuGMGNL17,
title = {A Non-Greedy Algorithm for L1-Norm LDA.},
year = {2017},
journal = {IEEE Trans. Image Process.},
author = {{Yang Liu 084} and {Quanxue Gao} and {Shuo Miao} and {Xinbo Gao 001} and {Feiping Nie 001} and {Yunsong Li}}
}
@article{journals/tip/NieLL17,
title = {Convex Multiview Semi-Supervised Classification.},
year = {2017},
journal = {IEEE Trans. Image Process.},
author = {{Feiping Nie 001} and {Jing Li 009} and {Xuelong Li 001}}
}
@article{journals/tip/TaoHNZY17,
title = {Scalable Multi-View Semi-Supervised Classification via Adaptive Regression.},
year = {2017},
journal = {IEEE Trans. Image Process.},
author = {{Hong Tao} and {Chenping Hou} and {Feiping Nie 001} and {Jubo Zhu} and {Dongyun Yi}}
}
@article{journals/tip/WangNHCYY17,
title = {Fast and Orthogonal Locality Preserving Projections for Dimensionality Reduction.},
year = {2017},
journal = {IEEE Trans. Image Process.},
author = {{Rong Wang 001} and {Feiping Nie 001} and {Richang Hong} and {Xiaojun Chang} and {Xiaojun Yang} and {Weizhong Yu}}
}
@article{journals/tip/XuHNL17,
title = {Re-Weighted Discriminatively Embedded K-Means for Multi-View Clustering.},
year = {2017},
journal = {IEEE Trans. Image Process.},
author = {{Jinglin Xu} and {Junwei Han} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/tip/YaoHZN17,
title = {Revisiting Co-Saliency Detection: A Novel Approach Based on Two-Stage Multi-View Spectral Rotation Co-clustering.},
year = {2017},
journal = {IEEE Trans. Image Process.},
author = {{Xiwen Yao} and {Junwei Han} and {Dingwen Zhang} and {Feiping Nie 001}}
}
@article{journals/tkde/HouNTY17,
title = {Multi-View Unsupervised Feature Selection with Adaptive Similarity and View Weight.},
year = {2017},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Chenping Hou} and {Feiping Nie 001} and {Hong Tao} and {Dongyun Yi}}
}
@article{journals/tkde/LiNCY17,
title = {Beyond Trace Ratio: Weighted Harmonic Mean of Trace Ratios for Multiclass Discriminant Analysis.},
year = {2017},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Zhihui Li 001} and {Feiping Nie 001} and {Xiaojun Chang} and {Yi Yang 001}}
}
@article{journals/tkde/ZhugeNHY17,
title = {Unsupervised Single and Multiple Views Feature Extraction with Structured Graph.},
year = {2017},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Wenzhang Zhuge} and {Feiping Nie 001} and {Chenping Hou} and {Dongyun Yi}}
}
@article{journals/tnn/ZhangNL17,
title = {Regularized Class-Specific Subspace Classifier.},
year = {2017},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Rui Zhang 017} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@inproceedings{conf/aaai/LiNCMY18,
title = {Balanced Clustering via Exclusive Lasso: A Pragmatic Approach.},
year = {2018},
booktitle = {AAAI},
author = {{Zhihui Li 001} and {Feiping Nie 001} and {Xiaojun Chang} and {Zhigang Ma} and {Yi Yang 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}
}
@inproceedings{conf/aaai/LiYNZX18,
title = {Multi-Rate Gated Recurrent Convolutional Networks for Video-Based Pedestrian Re-Identification.},
year = {2018},
booktitle = {AAAI},
author = {{Zhihui Li 001} and {Lina Yao 001} and {Feiping Nie 001} and {Dingwen Zhang} and {Min Xu}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}
}
@inproceedings{conf/aaai/YangDLN18,
title = {New l2, 1-Norm Relaxation of Multi-Way Graph Cut for Clustering.},
year = {2018},
booktitle = {AAAI},
author = {{Xu Yang 019} and {Cheng Deng} and {Xianglong Liu 001} and {Feiping Nie 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}
}
@inproceedings{conf/aaai/YuanCWNJ18,
title = {Discriminative Semi-Supervised Feature Selection via Rescaled Least Squares Regression-Supplement.},
year = {2018},
booktitle = {AAAI},
author = {{Guowen Yuan} and {Xiaojun Chen 006} and {Chen Wang 032} and {Feiping Nie 001} and {Liping Jing}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}
}
@inproceedings{conf/cikm/GuoZNL18,
title = {Embedding Fuzzy K-Means with Nonnegative Spectral Clustering via Incorporating Side Information.},
year = {2018},
booktitle = {CIKM},
author = {{Muhan Guo} and {Rui Zhang 017} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {ACM},
booktitle = {Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018}
}
@inproceedings{conf/cvpr/LiuWNZ18,
title = {Learning Multi-Instance Enriched Image Representations via Non-Greedy Ratio Maximization of the l1-Norm Distances.},
year = {2018},
booktitle = {CVPR},
author = {{Kai Liu 018} and {Hua Wang 007} and {Feiping Nie 001} and {Hao Zhang 011}},
publisher = {Computer Vision Foundation / IEEE Computer Society},
booktitle = {2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018}
}
@inproceedings{conf/icassp/LiNL18,
title = {Directly Solving the Original Ratiocut Problem for Effective Data Clustering.},
year = {2018},
booktitle = {ICASSP},
author = {{Jing Li} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018}
}
@inproceedings{conf/icassp/PengTKQN18,
title = {Parallel Vector Field Regularized Non-Negative Matrix Factorization for Image Representation.},
year = {2018},
booktitle = {ICASSP},
author = {{Yong Peng 001} and {Rixin Tang} and {Wanzeng Kong} and {Feiwei Qin} and {Feiping Nie 001}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018}
}
@inproceedings{conf/icassp/ZhangZNL18,
title = {A Generalized Uncorrelated Ridge Regression with Nonnegative Labels for Unsupervised Feature Selection.},
year = {2018},
booktitle = {ICASSP},
author = {{Han Zhang 012} and {Rui Zhang 017} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018}
}
@inproceedings{conf/icip/CaiZNL18,
title = {Feature Selection via Incorporating Stiefel Manifold in Relaxed K-Means.},
year = {2018},
booktitle = {ICIP},
author = {{Guohao Cai} and {Rui Zhang 017} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018}
}
@inproceedings{conf/icip/GuoNL18,
title = {Self-Weighted Adaptive Locality Discriminant Analysis.},
year = {2018},
booktitle = {ICIP},
author = {{Muhan Guo} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018}
}
@inproceedings{conf/icip/GuoYNL18,
title = {Locality-Based Discriminant Feature Selection with Trace Ratio.},
year = {2018},
booktitle = {ICIP},
author = {{Muhan Guo} and {Sheng Yang} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018}
}
@inproceedings{conf/icip/HuNL18,
title = {Robust Low Rank Approxiamtion via Inliers Selection.},
year = {2018},
booktitle = {ICIP},
author = {{Zhanxuan Hu} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018}
}
@inproceedings{conf/icip/YangNL18,
title = {Unsupervised Feature Selection with Local Structure Learning.},
year = {2018},
booktitle = {ICIP},
author = {{Sheng Yang} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018}
}
@inproceedings{conf/kdd/ChenHNHYH18,
title = {Spectral Clustering of Large-scale Data by Directly Solving Normalized Cut.},
year = {2018},
booktitle = {KDD},
author = {{Xiaojun Chen 006} and {Weijun Hong} and {Feiping Nie 001} and {Dan He} and {Min Yang 007} and {Joshua Zhexue Huang}},
publisher = {ACM},
booktitle = {Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018}
}
@inproceedings{conf/kdd/NieHL18,
title = {Calibrated Multi-Task Learning.},
year = {2018},
booktitle = {KDD},
author = {{Feiping Nie 001} and {Zhanxuan Hu} and {Xuelong Li 001}},
publisher = {ACM},
booktitle = {Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018}
}
@inproceedings{conf/kdd/NieTL18,
title = {Multiview Clustering via Adaptively Weighted Procrustes.},
year = {2018},
booktitle = {KDD},
author = {{Feiping Nie 001} and {Lai Tian} and {Xuelong Li 001}},
publisher = {ACM},
booktitle = {Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018}
}
@article{journals/cominfsys/NieHL18,
title = {An investigation for loss functions widely used in machine learning.},
year = {2018},
journal = {Commun. Inf. Syst.},
author = {{Feiping Nie 001} and {Zhanxuan Hu} and {Xuelong Li 001}}
}
@article{journals/complexity/PengKQN18,
title = {Manifold Adaptive Kernelized Low-Rank Representation for Semisupervised Image Classification.},
year = {2018},
journal = {Complex.},
author = {{Yong Peng 001} and {Wanzeng Kong} and {Feiwei Qin} and {Feiping Nie 001}}
}
@article{journals/complexity/PengKQN18a,
title = {Corrigendum to "Manifold Adaptive Kernelized Low-Rank Representation for Semisupervised Image Classification".},
year = {2018},
journal = {Complex.},
author = {{Yong Peng 001} and {Wanzeng Kong} and {Feiwei Qin} and {Feiping Nie 001}}
}
@article{journals/corr/abs-1803-05105,
title = {Ranking with Adaptive Neighbors.},
year = {2018},
journal = {CoRR},
author = {{Muge Li} and {Liangyue Li} and {Feiping Nie 001}}
}
@article{journals/corr/abs-1804-05090,
title = {Regularized Singular Value Decomposition and Application to Recommender System.},
year = {2018},
journal = {CoRR},
author = {{Shuai Zheng 002} and {Chris H. Q. Ding} and {Feiping Nie 001}}
}
@article{journals/corr/abs-1807-03094,
title = {Deep Co-Clustering for Unsupervised Audiovisual Learning.},
year = {2018},
journal = {CoRR},
author = {{Di Hu 001} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/corr/abs-1808-04521,
title = {A Comprehensive Survey for Low Rank Regularization.},
year = {2018},
journal = {CoRR},
author = {{Zhanxuan Hu} and {Feiping Nie 001} and {Lai Tian} and {Xuelong Li 001}}
}
@article{journals/corr/abs-1810-03402,
title = {Deep LDA Hashing.},
year = {2018},
journal = {CoRR},
author = {{Di Hu 001} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/corr/abs-1810-03414,
title = {Dense Multimodal Fusion for Hierarchically Joint Representation.},
year = {2018},
journal = {CoRR},
author = {{Di Hu 001} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/ijon/LanHNLY18,
title = {Robust feature selection via simultaneous sapped norm and sparse regularizer minimization.},
year = {2018},
journal = {Neurocomputing},
author = {{Gongmin Lan} and {Chenping Hou} and {Feiping Nie 001} and {Tingjin Luo} and {Dongyun Yi}}
}
@article{journals/ijon/LiuHN18,
title = {Matrix completion and vector completion via robust subspace learning.},
year = {2018},
journal = {Neurocomputing},
author = {{Zhe Liu 008} and {Zhanxuan Hu} and {Feiping Nie 001}}
}
@article{journals/ijon/LiuNG18,
title = {Nuclear-norm based semi-supervised multiple labels learning.},
year = {2018},
journal = {Neurocomputing},
author = {{Yang Liu 069} and {Feiping Nie 001} and {Quanxue Gao}}
}
@article{journals/ijon/ShiNLG18,
title = {Robust principal component analysis via optimal mean by joint ℓ2, 1 and Schatten p-norms minimization.},
year = {2018},
journal = {Neurocomputing},
author = {{Xiaoshuang Shi} and {Feiping Nie 001} and {Zhihui Lai} and {Zhenhua Guo 001}}
}
@article{journals/ijon/SongLGGNC18,
title = {Euler Label Consistent K-SVD for image classification and action recognition.},
year = {2018},
journal = {Neurocomputing},
author = {{Yue Song} and {Yang Liu 069} and {Quanxue Gao} and {Xinbo Gao 001} and {Feiping Nie 001} and {Rongmei Cui}}
}
@article{journals/ijon/WangWNYW18,
title = {Efficient tree classifiers for large scale datasets.},
year = {2018},
journal = {Neurocomputing},
author = {{Fei Wang 008} and {Quan Wang} and {Feiping Nie 001} and {Weizhong Yu} and {Rong Wang 001}}
}
@article{journals/ijon/WuZZXN18,
title = {Self-weighted discriminative feature selection via adaptive redundancy minimization.},
year = {2018},
journal = {Neurocomputing},
author = {{Tong Wu 006} and {Yicang Zhou} and {Rui Zhang 017} and {Yanni Xiao} and {Feiping Nie 001}}
}
@article{journals/ijon/YuWN018,
title = {Multi-view embedded clustering with unsupervised trace ratio LDA.},
year = {2018},
journal = {Neurocomputing},
author = {{Weizhong Yu} and {Rong Wang 001} and {Feiping Nie 001} and {Fei Wang 008}}
}
@article{journals/ijon/YuWNWYY18,
title = {An improved locality preserving projection with ℓ1-norm minimization for dimensionality reduction.},
year = {2018},
journal = {Neurocomputing},
author = {{Weizhong Yu} and {Rong Wang 001} and {Feiping Nie 001} and {Fei Wang 008} and {Qiang Yu} and {Xiaojun Yang}}
}
@article{journals/ijon/ZhangNL18,
title = {Feature selection under regularized orthogonal least square regression with optimal scaling.},
year = {2018},
journal = {Neurocomputing},
author = {{Rui Zhang 017} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/ijon/ZhaoWN18,
title = {Adaptive Neighborhood MinMax Projections.},
year = {2018},
journal = {Neurocomputing},
author = {{Haifeng Zhao 001} and {Zheng Wang 037} and {Feiping Nie 001}}
}
@article{journals/ijon/ZhaoYNW18,
title = {Spectral clustering based on iterative optimization for large-scale and high-dimensional data.},
year = {2018},
journal = {Neurocomputing},
author = {{Yang Zhao} and {Yuan Yuan 001} and {Feiping Nie 001} and {Qi Wang 009}}
}
@article{journals/jstsp/YuNWWL18,
title = {Fast and Flexible Large Graph Embedding Based on Anchors.},
year = {2018},
journal = {IEEE J. Sel. Top. Signal Process.},
author = {{Weizhong Yu} and {Feiping Nie 001} and {Fei Wang 008} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/mta/HuWNYY18,
title = {Fast unsupervised feature selection with anchor graph and ℓ 2, 1-norm regularization.},
year = {2018},
journal = {Multim. Tools Appl.},
author = {{Haojie Hu} and {Rong Wang 001} and {Feiping Nie 001} and {Xiaojun Yang} and {Weizhong Yu}}
}
@article{journals/pr/LiuWGGN18,
title = {SVM based multi-label learning with missing labels for image annotation.},
year = {2018},
journal = {Pattern Recognit.},
author = {{Yang Liu 069} and {Kaiwen Wen} and {Quanxue Gao} and {Xinbo Gao 001} and {Feiping Nie 001}}
}
@article{journals/pr/ZhangNZL18,
title = {Auto-weighted 2-dimensional maximum margin criterion.},
year = {2018},
journal = {Pattern Recognit.},
author = {{Han Zhang 012} and {Feiping Nie 001} and {Rui Zhang 017} and {Xuelong Li 001}}
}
@article{journals/tcyb/GaoMLGN18,
title = {Angle 2DPCA: A New Formulation for 2DPCA.},
year = {2018},
journal = {IEEE Trans. Cybern.},
author = {{Quanxue Gao} and {Lan Ma} and {Yang Liu 069} and {Xinbo Gao 001} and {Feiping Nie 001}}
}
@article{journals/tcyb/XueNLWLY18,
title = {A Multiview Learning Framework With a Linear Computational Cost.},
year = {2018},
journal = {IEEE Trans. Cybern.},
author = {{Xiaowei Xue} and {Feiping Nie 001} and {Zhihui Li 001} and {Sen Wang 001} and {Xue Li 001} and {Min Yao}}
}
@article{journals/tgrs/WangZTNHM18,
title = {LRAGE: Learning Latent Relationships With Adaptive Graph Embedding for Aerial Scene Classification.},
year = {2018},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Yuebin Wang} and {Liqiang Zhang 001} and {Xiaohua Tong} and {Feiping Nie 001} and {Haiyang Huang 001} and {Jie Mei}}
}
@article{journals/tip/HanQZN18,
title = {Robust Object Co-Segmentation Using Background Prior.},
year = {2018},
journal = {IEEE Trans. Image Process.},
author = {{Junwei Han} and {Rong Quan} and {Dingwen Zhang} and {Feiping Nie 001}}
}
@article{journals/tip/LiaoGYCNH18,
title = {Discriminant Analysis via Joint Euler Transform and ℓ2, 1-Norm.},
year = {2018},
journal = {IEEE Trans. Image Process.},
author = {{Shuangli Liao} and {Quanxue Gao} and {Zhaohua Yang} and {Fang Chen} and {Feiping Nie 001} and {Jungong Han}}
}
@article{journals/tip/LiuNWLZL18,
title = {Multi-Modal Joint Clustering With Application for Unsupervised Attribute Discovery.},
year = {2018},
journal = {IEEE Trans. Image Process.},
author = {{Liangchen Liu} and {Feiping Nie 001} and {Arnold Wiliem} and {Zhihui Li 001} and {Teng Zhang} and {Brian C. Lovell}}
}
@article{journals/tip/NieCLL18,
title = {Auto-Weighted Multi-View Learning for Image Clustering and Semi-Supervised Classification.},
year = {2018},
journal = {IEEE Trans. Image Process.},
author = {{Feiping Nie 001} and {Guohao Cai} and {Jing Li 009} and {Xuelong Li 001}}
}
@article{journals/tip/WangGGN18,
title = {ℓ2, p -Norm Based PCA for Image Recognition.},
year = {2018},
journal = {IEEE Trans. Image Process.},
author = {{Qianqian Wang} and {Quanxue Gao} and {Xinbo Gao 001} and {Feiping Nie 001}}
}
@article{journals/tip/WangYNYS18,
title = {Flexible Manifold Learning With Optimal Graph for Image and Video Representation.},
year = {2018},
journal = {IEEE Trans. Image Process.},
author = {{Wei Wang 108} and {Yan Yan 002} and {Feiping Nie 001} and {Shuicheng Yan} and {Nicu Sebe}}
}
@article{journals/tkde/ChenFYNZH18,
title = {PurTreeClust: A Clustering Algorithm for Customer Segmentation from Massive Customer Transaction Data.},
year = {2018},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Xiaojun Chen 006} and {Yixiang Fang} and {Min Yang 007} and {Feiping Nie 001} and {Zhou Zhao} and {Joshua Zhexue Huang}}
}
@article{journals/tkde/LuoHNTY18,
title = {Semi-Supervised Feature Selection via Insensitive Sparse Regression with Application to Video Semantic Recognition.},
year = {2018},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Tingjin Luo} and {Chenping Hou} and {Feiping Nie 001} and {Hong Tao} and {Dongyun Yi}}
}
@article{journals/tmm/QuanHZNQL18,
title = {Unsupervised Salient Object Detection via Inferring From Imperfect Saliency Models.},
year = {2018},
journal = {IEEE Trans. Multim.},
author = {{Rong Quan} and {Junwei Han} and {Dingwen Zhang} and {Feiping Nie 001} and {Xueming Qian} and {Xuelong Li 001}}
}
@article{journals/tnn/ChenYWNCH18,
title = {Local Adaptive Projection Framework for Feature Selection of Labeled and Unlabeled Data.},
year = {2018},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Xiaojun Chen 006} and {Guowen Yuan} and {Wenting Wang} and {Feiping Nie 001} and {Xiaojun Chang} and {Joshua Zhexue Huang}}
}
@article{journals/tnn/LiNCNZY18,
title = {Rank-Constrained Spectral Clustering With Flexible Embedding.},
year = {2018},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Zhihui Li 001} and {Feiping Nie 001} and {Xiaojun Chang} and {Liqiang Nie} and {Huaxiang Zhang 001} and {Yi Yang 001}}
}
@article{journals/tnn/LiNCYZS18,
title = {Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features.},
year = {2018},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Zhihui Li 001} and {Feiping Nie 001} and {Xiaojun Chang} and {Yi Yang 001} and {Chengqi Zhang} and {Nicu Sebe}}
}
@article{journals/tnn/LuoNCYHZ18,
title = {Adaptive Unsupervised Feature Selection With Structure Regularization.},
year = {2018},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Minnan Luo} and {Feiping Nie 001} and {Xiaojun Chang} and {Yi Yang 001} and {Alexander G. Hauptmann} and {Qinghua Zheng}}
}
@article{journals/tnn/SongNHL18,
title = {Rank-k 2-D Multinomial Logistic Regression for Matrix Data Classification.},
year = {2018},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Kun Song 001} and {Feiping Nie 001} and {Junwei Han} and {Xuelong Li 001}}
}
@article{journals/tnn/YaoHNXL18,
title = {Local Regression and Global Information-Embedded Dimension Reduction.},
year = {2018},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Chao Yao} and {Junwei Han} and {Feiping Nie 001} and {Fu Xiao 001} and {Xuelong Li 001}}
}
@article{journals/tnn/ZhangNL18,
title = {Self-Weighted Supervised Discriminative Feature Selection.},
year = {2018},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Rui Zhang 017} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@inproceedings{conf/aaai/MingDN19,
title = {A Probabilistic Derivation of LASSO and L12-Norm Feature Selections.},
year = {2019},
booktitle = {AAAI},
author = {{Di Ming} and {Chris Ding} and {Feiping Nie 001}},
publisher = {AAAI Press},
booktitle = {The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019.}
}
@inproceedings{conf/aaai/Zhong0YLN19,
title = {Semi-Supervised Feature Selection with Adaptive Discriminant Analysis.},
year = {2019},
booktitle = {AAAI},
author = {{Weichan Zhong} and {Xiaojun Chen 006} and {Guowen Yuan} and {Yiqin Li} and {Feiping Nie 001}},
publisher = {AAAI Press},
booktitle = {The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019.}
}
@inproceedings{conf/aistats/TianNL19,
title = {A Unified Weight Learning Paradigm for Multi-view Learning.},
year = {2019},
booktitle = {AISTATS},
author = {{Lai Tian} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {PMLR},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan}
}
@inproceedings{conf/cvpr/Hu0LN019,
title = {Listen to the Image.},
year = {2019},
booktitle = {CVPR},
author = {{Di Hu 001} and {Dong Wang 028} and {Xuelong Li 001} and {Feiping Nie 001} and {Qi Wang 009}},
publisher = {Computer Vision Foundation / IEEE},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019}
}
@inproceedings{conf/cvpr/HuNL19,
title = {Deep Multimodal Clustering for Unsupervised Audiovisual Learning.},
year = {2019},
booktitle = {CVPR},
author = {{Di Hu 001} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {Computer Vision Foundation / IEEE},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019}
}
@inproceedings{conf/icassp/ChangNWL19,
title = {Robust Subspace Clustering by Learning an Optimal Structured Bipartite Graph via Low-rank Representation.},
year = {2019},
booktitle = {ICASSP},
author = {{Wei Chang} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019}
}
@inproceedings{conf/icassp/HuWNL19,
title = {Dense Multimodal Fusion for Hierarchically Joint Representation.},
year = {2019},
booktitle = {ICASSP},
author = {{Di Hu 001} and {Chengze Wang} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019}
}
@inproceedings{conf/icassp/PengLQKNC19,
title = {Flexible Non-negative Matrix Factorization with Adaptively Learned Graph Regularization.},
year = {2019},
booktitle = {ICASSP},
author = {{Yong Peng 001} and {Yanfang Long} and {Feiwei Qin} and {Wanzeng Kong} and {Feiping Nie 001} and {Andrzej Cichocki}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019}
}
@inproceedings{conf/icassp/PengTKZNC19,
title = {Joint Structured Graph Learning and Clustering Based on Concept Factorization.},
year = {2019},
booktitle = {ICASSP},
author = {{Yong Peng 001} and {Rixin Tang} and {Wanzeng Kong} and {Jianhai Zhang} and {Feiping Nie 001} and {Andrzej Cichocki}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019}
}
@inproceedings{conf/icassp/PengZKNC19,
title = {Joint Structured Graph Learning and Unsupervised Feature Selection.},
year = {2019},
booktitle = {ICASSP},
author = {{Yong Peng 001} and {Leijie Zhang} and {Wanzeng Kong} and {Feiping Nie 001} and {Andrzej Cichocki}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019}
}
@inproceedings{conf/icassp/YangZNL19,
title = {Unsupervised Feature Selection Based on Reconstruction Error Minimization.},
year = {2019},
booktitle = {ICASSP},
author = {{Sheng Yang} and {Rui Zhang 017} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019}
}
@inproceedings{conf/ijcai/LiaoGNLZ19,
title = {Worst-Case Discriminative Feature Selection.},
year = {2019},
booktitle = {IJCAI},
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publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019}
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year = {2019},
booktitle = {IJCAI},
author = {{Kai Liu 018} and {Lodewijk Brand} and {Hua Wang 007} and {Feiping Nie 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019}
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year = {2019},
booktitle = {IJCAI},
author = {{Haoxuan Yang} and {Kai Liu 018} and {Hua Wang 007} and {Feiping Nie 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019}
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title = {K-Multiple-Means: A Multiple-Means Clustering Method with Specified K Clusters.},
year = {2019},
booktitle = {KDD},
author = {{Feiping Nie 001} and {Cheng-Long Wang} and {Xuelong Li 001}},
publisher = {ACM},
booktitle = {Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019, Anchorage, AK, USA, August 4-8, 2019.}
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year = {2019},
booktitle = {MICCAI (3)},
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publisher = {Springer},
booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI 2019 - 22nd International Conference, Shenzhen, China, October 13-17, 2019, Proceedings, Part III}
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title = {Learning Feature Sparse Principal Components.},
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title = {An Iteratively Re-weighted Method for Problems with Sparsity-Inducing Norms.},
year = {2019},
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year = {2019},
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title = {An efficient framework for unsupervised feature selection.},
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title = {A New Formulation of Linear Discriminant Analysis for Robust Dimensionality Reduction.},
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title = {Harmonic Mean Linear Discriminant Analysis.},
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title = {Deep Binary Reconstruction for Cross-Modal Hashing.},
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journal = {IEEE Trans. Neural Networks Learn. Syst.},
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year = {2020},
booktitle = {ICA3PP (2)},
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publisher = {Springer},
booktitle = {Algorithms and Architectures for Parallel Processing - 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2-4, 2020, Proceedings, Part II}
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publisher = {IEEE},
booktitle = {2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020}
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title = {Self-weighted collaborative representation for hyperspectral anomaly detection.},
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title = {Capped ℓp-Norm LDA for Outliers Robust Dimension Reduction.},
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title = {Multiple Features and Isolation Forest-Based Fast Anomaly Detector for Hyperspectral Imagery.},
year = {2020},
journal = {IEEE Trans. Geosci. Remote. Sens.},
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title = {Adaptive Local Linear Discriminant Analysis.},
year = {2020},
journal = {ACM Trans. Knowl. Discov. Data},
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title = {Semi-Supervised Feature Selection via Sparse Rescaled Linear Square Regression.},
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title = {Semi-Supervised Learning with Auto-Weighting Feature and Adaptive Graph.},
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journal = {IEEE Trans. Knowl. Data Eng.},
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title = {Multiview Semi-Supervised Learning Model for Image Classification.},
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title = {Parameter-Free Weighted Multi-View Projected Clustering with Structured Graph Learning.},
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title = {Multi-View Scaling Support Vector Machines for Classification and Feature Selection.},
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title = {WeGAN: Deep Image Hashing With Weighted Generative Adversarial Networks.},
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journal = {IEEE Trans. Multim.},
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title = {A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition.},
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title = {Fast Semisupervised Learning With Bipartite Graph for Large-Scale Data.},
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title = {Supervised Dimensionality Reduction Methods via Recursive Regression.},
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year = {2020},
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title = {Adaptive Weighted Sparse Principal Component Analysis for Robust Unsupervised Feature Selection.},
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journal = {IEEE Trans. Neural Networks Learn. Syst.},
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journal = {IEEE Trans. Neural Networks Learn. Syst.},
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journal = {IEEE Trans. Neural Networks Learn. Syst.},
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title = {Fast Multi-view Discrete Clustering with Anchor Graphs.},
year = {2021},
booktitle = {AAAI},
author = {{Qianyao Qiang} and {Bin Zhang 022} and {Fei Wang 008} and {Feiping Nie 001}},
publisher = {AAAI Press},
booktitle = {Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021}
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title = {Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations.},
year = {2021},
booktitle = {AAAI},
author = {{Hoon Seo} and {Lodewijk Brand} and {Hua Wang 007} and {Feiping Nie 001}},
publisher = {AAAI Press},
booktitle = {Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021}
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title = {New Tight Relaxations of Rank Minimization for Multi-Task Learning.},
year = {2021},
booktitle = {CIKM},
author = {{Wei Chang} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}},
publisher = {ACM},
booktitle = {CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}
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title = {Adaptive Feature Weight Learning For Robust Clustering Problem with Sparse Constraint.},
year = {2021},
booktitle = {ICASSP},
author = {{Feiping Nie 001} and {Wei Chang} and {Xuelong Li 001} and {Jin Xu} and {Gongfu Li}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021}
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title = {Dependence-Guided Multi-View Clustering.},
year = {2021},
booktitle = {ICASSP},
author = {{Xia Dong} and {Danyang Wu} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021}
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title = {A Rank-Constrained Clustering Algorithm with Adaptive Embedding.},
year = {2021},
booktitle = {ICASSP},
author = {{Shenfei Pei} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021}
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title = {Multi-Task Learning Via Sharing Inexact Low-Rank Subspace.},
year = {2021},
booktitle = {ICASSP},
author = {{Xiaoqian Wang 001} and {Feiping Nie 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021}
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title = {Fast Local Representation Learning with Adaptive Anchor Graph.},
year = {2021},
booktitle = {ICASSP},
author = {{Canyu Zhang} and {Feiping Nie 001} and {Zheng Wang 037} and {Rong Wang 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021}
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title = {Discrete Multiple Kernel k-means.},
year = {2021},
booktitle = {IJCAI},
author = {{Rong Wang 001} and {Jitao Lu} and {Yihang Lu} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021.}
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title = {GSPL: A Succinct Kernel Model for Group-Sparse Projections Learning of Multiview Data.},
year = {2021},
booktitle = {IJCAI},
author = {{Danyang Wu} and {Jin Xu 014} and {Xia Dong} and {Meng Liao} and {Rong Wang 001} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021.}
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title = {NP-PROV: Neural Processes with Position-Relevant-Only Variances.},
year = {2021},
booktitle = {WISE (1)},
author = {{Xuesong Wang 002} and {Lina Yao 001} and {Xianzhi Wang 001} and {Feiping Nie 001} and {Boualem Benatallah}},
publisher = {Springer},
booktitle = {Web Information Systems Engineering - WISE 2021 - 22nd International Conference on Web Information Systems Engineering, WISE 2021, Melbourne, VIC, Australia, October 26-29, 2021, Proceedings, Part I}
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title = {Ensemble and Random Collaborative Representation-Based Anomaly Detector for Hyperspectral Imagery.},
year = {2021},
journal = {CoRR},
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title = {A semi-supervised learning algorithm via adaptive Laplacian graph.},
year = {2021},
journal = {Neurocomputing},
author = {{Yuan Yuan 001} and {Xin Li} and {Qi Wang 009} and {Feiping Nie 001}}
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title = {Dimension reduction of multimodal data by auto-weighted local discriminant analysis.},
year = {2021},
journal = {Neurocomputing},
author = {{Rongxiu Lu} and {Yingjie Cai} and {Jianyong Zhu} and {Feiping Nie 001} and {Hui Yang 005}}
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title = {An Efficient Density-based clustering algorithm for face groping.},
year = {2021},
journal = {Neurocomputing},
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title = {Multi-view clustering with interactive mechanism.},
year = {2021},
journal = {Neurocomputing},
author = {{Danyang Wu} and {Zhanxuan Hu} and {Feiping Nie 001} and {Rong Wang 001} and {Hui Yang} and {Xuelong Li 001}}
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title = {Graph regularized nonnegative matrix factorization with label discrimination for data clustering.},
year = {2021},
journal = {Neurocomputing},
author = {{Zhiwei Xing} and {Yingcang Ma} and {Xiaofei Yang} and {Feiping Nie 001}}
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title = {Multilevel projections with adaptive neighbor graph for unsupervised multi-view feature selection.},
year = {2021},
journal = {Inf. Fusion},
author = {{Han Zhang 012} and {Danyang Wu} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Learning to hash based on angularly discriminative embedding.},
year = {2021},
journal = {Inf. Sci.},
author = {{Zhanxuan Hu} and {Shuzheng Hao} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Generalization bottleneck in deep metric learning.},
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journal = {Inf. Sci.},
author = {{Zhanxuan Hu} and {Danyang Wu} and {Feiping Nie 001} and {Rong Wang 001}}
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title = {Matrix completion with column outliers and sparse noise.},
year = {2021},
journal = {Inf. Sci.},
author = {{Ziheng Li} and {Zhanxuan Hu} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Fuzzy graph clustering.},
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journal = {Inf. Sci.},
author = {{Yong Peng 001} and {Xin Zhu} and {Feiping Nie 001} and {Wanzeng Kong} and {Yuan Ge}}
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title = {Learning unsupervised node representation from multi-view network.},
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journal = {Inf. Sci.},
author = {{Chen Wang} and {Xiaojun Chen 006} and {Bingkun Chen} and {Feiping Nie 001} and {Bo Wang} and {Zhong Ming 001}}
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title = {Fast local representation learning via adaptive anchor graph for image retrieval.},
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journal = {Inf. Sci.},
author = {{Canyu Zhang} and {Feiping Nie 001} and {Zheng Wang 037} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Adaptive discriminant analysis for semi-supervised feature selection.},
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title = {Ratio sum formula for dimensionality reduction.},
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journal = {Multim. Tools Appl.},
author = {{Ke Liang} and {Xiaojun Yang} and {Yuxiong Xu} and {Rong Wang 001} and {Feiping Nie 001}}
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title = {Low Rank Regularization: A review.},
year = {2021},
journal = {Neural Networks},
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title = {Flexible multi-view semi-supervised learning with unified graph.},
year = {2021},
journal = {Neural Networks},
author = {{Zhongheng Li} and {Qianyao Qiang} and {Bin Zhang 022} and {Fei Wang 008} and {Feiping Nie 001}}
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title = {Towards Robust Discriminative Projections Learning via Non-Greedy \$\\ell _\{2, 1\}\$ℓ2, 1-Norm MinMax.},
year = {2021},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Feiping Nie 001} and {Zheng Wang 037} and {Rong Wang 001} and {Zhen Wang 004} and {Xuelong Li 001}}
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title = {Large Graph Clustering With Simultaneous Spectral Embedding and Discretization.},
year = {2021},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
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title = {Weighted bilateral K-means algorithm for fast co-clustering and fast spectral clustering.},
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journal = {Pattern Recognit.},
author = {{Kun Song 001} and {Xiwen Yao} and {Feiping Nie 001} and {Xuelong Li 001} and {Mingliang Xu}}
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title = {Local structured feature learning with dynamic maximum entropy graph.},
year = {2021},
journal = {Pattern Recognit.},
author = {{Zheng Wang 037} and {Feiping Nie 001} and {Rong Wang 001} and {Hui Yang} and {Xuelong Li 001}}
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title = {Semi-supervised multi-Layer convolution kernel learning in credit evaluation.},
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journal = {Pattern Recognit.},
author = {{Lixiang Xu} and {Lixin Cui} and {Thomas Weise 001} and {Xinlu Li} and {Zhize Wu} and {Feiping Nie 001} and {Enhong Chen} and {Yuanyan Tang}}
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title = {Joint nonlinear feature selection and continuous values regression network.},
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title = {Multi-Directional Multi-Label Learning.},
year = {2021},
journal = {Signal Process.},
author = {{Danyang Wu} and {Shenfei Pei} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Adaptive Flexible Optimal Graph for Unsupervised Dimensionality Reduction.},
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journal = {IEEE Signal Process. Lett.},
author = {{Hong Chen} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Multi-View Clustering Based on Invisible Weights.},
year = {2021},
journal = {IEEE Signal Process. Lett.},
author = {{Ziheng Li} and {Danyang Wu} and {Feiping Nie 001} and {Rong Wang 001} and {Zhensheng Sun} and {Xuelong Li 001}}
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title = {Semisupervised Band Selection With Graph Optimization for Hyperspectral Image Classification.},
year = {2021},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Fang He} and {Feiping Nie 001} and {Rong Wang 001} and {Weimin Jia} and {Fenggan Zhang} and {Xuelong Li 001}}
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title = {C2DNDA: A Deep Framework for Nonlinear Dimensionality Reduction.},
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journal = {IEEE Trans. Ind. Electron.},
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title = {Self-Weighted Semi-Supervised Classification for Joint EEG-Based Emotion Recognition and Affective Activation Patterns Mining.},
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journal = {IEEE Trans. Instrum. Meas.},
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title = {Fast Manifold Ranking With Local Bipartite Graph.},
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year = {2022},
booktitle = {CIKM},
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publisher = {ACM},
booktitle = {Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022}
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year = {2022},
booktitle = {CIKM},
author = {{Yihang Lu} and {Xuan Zheng} and {Jitao Lu} and {Rong Wang 001} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {ACM},
booktitle = {Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022}
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title = {Discrete Multi-Kernel K-Means with Diverse and Optimal Kernel Learning.},
year = {2022},
booktitle = {ICASSP},
author = {{Yihang Lu} and {Jitao Lu} and {Rong Wang 001} and {Feiping Nie 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022}
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title = {Multiple Kernel K-Means Clustering with Simultaneous Spectral Rotation.},
year = {2022},
booktitle = {ICASSP},
author = {{Jitao Lu} and {Yihang Lu} and {Rong Wang 001} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022}
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booktitle = {ICPR},
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publisher = {IEEE},
booktitle = {26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022}
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year = {2022},
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publisher = {ijcai.org},
booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022.}
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title = {A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges.},
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title = {On the Global Solution of Soft k-Means.},
year = {2022},
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title = {Multi-view clustering based on generalized low rank approximation.},
year = {2022},
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title = {Multi-view unsupervised dimensionality reduction with probabilistic neighbors.},
year = {2022},
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title = {Semi-supervised learning based on intra-view heterogeneity and inter-view compatibility for image classification.},
year = {2022},
journal = {Neurocomputing},
author = {{Shaojun Shi} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {When multi-view classification meets ensemble learning.},
year = {2022},
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title = {Capped ℓp-norm linear discriminant analysis for robust projections learning.},
year = {2022},
journal = {Neurocomputing},
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title = {Structured graph optimization for joint spectral embedding and clustering.},
year = {2022},
journal = {Neurocomputing},
author = {{Xiaojun Yang} and {Siyuan Li} and {Ke Liang} and {Feiping Nie 001} and {Liang Lin}}
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title = {Unified dual-label semi-supervised learning with top-k feature selection.},
year = {2022},
journal = {Neurocomputing},
author = {{Han Zhang 012} and {Maoguo Gong} and {Feiping Nie 001} and {Xuelong Li 001}}
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title = {Improving projected fuzzy K-means clustering via robust learning.},
year = {2022},
journal = {Neurocomputing},
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title = {Subspace clustering by directly solving Discriminative K-means.},
year = {2022},
journal = {Knowl. Based Syst.},
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title = {Multi-modal sequence learning for Alzheimer's disease progression prediction with incomplete variable-length longitudinal data.},
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title = {A portable clustering algorithm based on compact neighbors for face tagging.},
year = {2022},
journal = {Neural Networks},
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title = {Correntropy based semi-supervised concept factorization with adaptive neighbors for clustering.},
year = {2022},
journal = {Neural Networks},
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title = {Efficient correntropy-based multi-view clustering with anchor graph embedding.},
year = {2022},
journal = {Neural Networks},
author = {{Ben Yang} and {Xuetao Zhang 001} and {Badong Chen} and {Feiping Nie 001} and {Zhiping Lin 001} and {Zhixiong Nan}}
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title = {Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method.},
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title = {Truncated Robust Principle Component Analysis With A General Optimization Framework.},
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journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Feiping Nie 001} and {Jingjing Xue} and {Danyang Wu} and {Rong Wang 001} and {Hui Li} and {Xuelong Li 001}}
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title = {Fast Locality Discriminant Analysis With Adaptive Manifold Embedding.},
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journal = {Pattern Recognit.},
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author = {{Chen Wang} and {Xiaojun Chen 006} and {Feiping Nie 001} and {Joshua Zhexue Huang}}
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journal = {Pattern Recognit.},
author = {{Jingyu Wang 002} and {Zhenyu Ma} and {Feiping Nie 001} and {Xuelong Li 001}}
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title = {Adaptive-order proximity learning for graph-based clustering.},
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journal = {Pattern Recognit.},
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title = {A general soft-balanced clustering framework based on a novel balance regularizer.},
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journal = {Signal Process.},
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title = {Fast Adaptive Local Subspace Learning With Regressive Regularization.},
year = {2022},
journal = {IEEE Signal Process. Lett.},
author = {{Qiang Chen} and {Xiaowei Zhao 002} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Joint Feature Adaptation and Graph Adaptive Label Propagation for Cross-Subject Emotion Recognition From EEG Signals.},
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journal = {IEEE Trans. Affect. Comput.},
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title = {Balanced Graph Cut With Exponential Inter-Cluster Compactness.},
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title = {GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition.},
year = {2022},
journal = {IEEE Trans. Cogn. Dev. Syst.},
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title = {Confidence Regularized Label Propagation Based Domain Adaptation.},
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title = {Efficient and Robust MultiView Clustering With Anchor Graph Regularization.},
year = {2022},
journal = {IEEE Trans. Circuits Syst. Video Technol.},
author = {{Ben Yang} and {Xuetao Zhang 001} and {Zhiping Lin 001} and {Feiping Nie 001} and {Badong Chen} and {Fei Wang 008}}
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title = {Semisupervised Feature Selection via Structured Manifold Learning.},
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journal = {IEEE Trans. Cybern.},
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title = {Robust Matrix Completion With Column Outliers.},
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journal = {IEEE Trans. Cybern.},
author = {{Feiping Nie 001} and {Ziheng Li} and {Zhanxuan Hu} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Subspace Sparse Discriminative Feature Selection.},
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journal = {IEEE Trans. Cybern.},
author = {{Feiping Nie 001} and {Zheng Wang 037} and {Lai Tian} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Semisupervised Feature Selection With Sparse Discriminative Least Squares Regression.},
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journal = {IEEE Trans. Cybern.},
author = {{Chen Wang} and {Xiaojun Chen 006} and {Guowen Yuan} and {Feiping Nie 001} and {Min Yang 007}}
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title = {Progressive Self-Supervised Clustering With Novel Category Discovery.},
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author = {{Jingyu Wang 002} and {Zhenyu Ma} and {Feiping Nie 001} and {Xuelong Li 001}}
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title = {Fast Fuzzy Clustering Based on Anchor Graph.},
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journal = {IEEE Trans. Fuzzy Syst.},
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title = {Iteratively Reweighted Algorithm for Fuzzy \$c\$-Means.},
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author = {{Feiping Nie 001} and {Wei Chang} and {Zhanxuan Hu} and {Xuelong Li 001}}
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@article{journals/tkde/NieWWL22,
title = {Adaptive Local Embedding Learning for Semi-Supervised Dimensionality Reduction.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Feiping Nie 001} and {Zheng Wang 037} and {Rong Wang 001} and {Xuelong Li 001}}
}
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title = {Unsupervised Large Graph Embedding Based on Balanced and Hierarchical K-Means.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Feiping Nie 001} and {Wei Zhu 015} and {Xuelong Li 001}}
}
@article{journals/tkde/NieZWLL22,
title = {Fuzzy K-Means Clustering With Discriminative Embedding.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Feiping Nie 001} and {Xiaowei Zhao 002} and {Rong Wang 001} and {Xuelong Li 001} and {Zhihui Li 001}}
}
@article{journals/tkde/WangBNL22,
title = {Unsupervised Discriminative Projection for Feature Selection.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Rong Wang 001} and {Jintang Bian} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/tkde/XuWWZN22,
title = {A General Framework for Feature Selection Under Orthogonal Regression With Global Redundancy Minimization.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Xueyuan Xu} and {Xia Wu} and {Fulin Wei} and {Wei Zhong} and {Feiping Nie 001}}
}
@article{journals/tkde/YiNLLHL22,
title = {Fast Extended Inductive Robust Principal Component Analysis With Optimal Mean.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Shuangyan Yi} and {Feiping Nie 001} and {Yongsheng Liang} and {Wei Liu 065} and {Zhenyu He 001} and {Qingmin Liao}}
}
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title = {Fast Multi-View Semi-Supervised Learning With Learned Graph.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Bin Zhang 022} and {Qianyao Qiang} and {Fei Wang 008} and {Feiping Nie 001}}
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title = {Agglomerative Neural Networks for Multiview Clustering.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Zhe Liu 023} and {Yun Li} and {Lina Yao 001} and {Xianzhi Wang 001} and {Feiping Nie 001}}
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title = {Unsupervised Feature Selection With Constrained ℓ₂, ₀-Norm and Optimized Graph.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Feiping Nie 001} and {Xia Dong} and {Lai Tian} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Fast Self-Supervised Clustering With Anchor Graph.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Jingyu Wang 002} and {Zhenyu Ma} and {Feiping Nie 001} and {Xuelong Li 001}}
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title = {Fast Unsupervised Projection for Large-Scale Data.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Jingyu Wang 002} and {Lin Wang} and {Feiping Nie 001} and {Xuelong Li 001}}
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title = {A Novel Formulation of Trace Ratio Linear Discriminant Analysis.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Jingyu Wang 002} and {Lin Wang} and {Feiping Nie 001} and {Xuelong Li 001}}
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title = {Unsupervised Adaptive Embedding for Dimensionality Reduction.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Jingyu Wang 002} and {Fangyuan Xie} and {Feiping Nie 001} and {Xuelong Li 001}}
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title = {Parameter-Free Consensus Embedding Learning for Multiview Graph-Based Clustering.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
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title = {A Survey of GPU Multitasking Methods Supported by Hardware Architecture.},
year = {2022},
journal = {IEEE Trans. Parallel Distributed Syst.},
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title = {Efficient Top-K Feature Selection Using Coordinate Descent Method.},
year = {2023},
booktitle = {AAAI},
author = {{Lei Xu 028} and {Rong Wang 001} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {AAAI Press},
booktitle = {Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023}
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title = {Multi-View K-Means with Laplacian Embedding.},
year = {2023},
booktitle = {ICASSP},
author = {{Zhezheng Hao} and {Zhoumin Lu} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023}
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title = {Unsupervised Feature Selection with self-Weighted and ℓ2,0-Norm Constraint.},
year = {2023},
booktitle = {ICASSP},
author = {{Yongjin Yuan} and {Zheng Wang 037} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023}
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title = {Multilayer Subspace Learning With Self-Sparse Robustness for Two-Dimensional Feature Extraction.},
year = {2023},
booktitle = {ICASSP},
author = {{Han Zhang 012} and {Maoguo Gong} and {Feiping Nie 001} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023}
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title = {Semi-Supervised Top-k Feature Selection with a General Optimization Framework.},
year = {2023},
booktitle = {ICME},
author = {{Lei Xu 028} and {Rong Wang 001} and {Feiping Nie 001} and {Jun Wu} and {Xuelong Li 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Multimedia and Expo, ICME 2023, Brisbane, Australia, July 10-14, 2023}
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title = {Multi-view Graph Clustering via Efficient Global-Local Spectral Embedding Fusion.},
year = {2023},
booktitle = {ACM Multimedia},
author = {{Penglei Wang} and {Danyang Wu} and {Rong Wang 001} and {Feiping Nie 001}},
publisher = {ACM},
booktitle = {Proceedings of the 31st ACM International Conference on Multimedia, MM 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023}
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title = {Joint Feature and Differentiable k-NN Graph Learning using Dirichlet Energy.},
year = {2023},
booktitle = {NeurIPS},
author = {{Lei Xu} and {Lei Chen} and {Rong Wang 001} and {Feiping Nie 001} and {Xuelong Li 001}},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023.}
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title = {Transformer-Based Contrastive Multi-view Clustering via Ensembles.},
year = {2023},
booktitle = {ECML/PKDD (1)},
author = {{Mingyu Zhao} and {Weidong Yang} and {Feiping Nie 001}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I}
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journal = {Appl. Intell.},
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title = {AGFormer: Efficient Graph Representation with Anchor-Graph Transformer.},
year = {2023},
journal = {CoRR},
author = {{Bo Jiang 002} and {Fei Xu} and {Ziyan Zhang} and {Jin Tang} and {Feiping Nie 001}}
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title = {Joint Feature and Differentiable k-NN Graph Learning using Dirichlet Energy.},
year = {2023},
journal = {CoRR},
author = {{Lei Xu 028} and {Lei Chen 011} and {Rong Wang 001} and {Feiping Nie 001} and {Xuelong Li 001}}
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title = {NP2L: Negative Pseudo Partial Labels Extraction for Graph Neural Networks.},
year = {2023},
journal = {CoRR},
author = {{Xinjie Shen} and {Danyang Wu} and {Jitao Lu} and {Junjie Liang} and {Jin Xu} and {Feiping Nie 001}}
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title = {Max-Min Robust Principal Component Analysis.},
year = {2023},
journal = {Neurocomputing},
author = {{Sisi Wang} and {Feiping Nie 001} and {Zheng Wang 037} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Calibrated multi-task subspace learning via binary group structure constraint.},
year = {2023},
journal = {Inf. Sci.},
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title = {Auto-weighted orthogonal and nonnegative graph reconstruction for multi-view clustering.},
year = {2023},
journal = {Inf. Sci.},
author = {{Mingyu Zhao} and {Weidong Yang} and {Feiping Nie 001}}
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title = {An efficient semi-supervised balanced cut with hard pairwise constraints and partial labels.},
year = {2023},
journal = {Knowl. Based Syst.},
author = {{Weizhong Yu} and {Liyin Xing} and {Feiping Nie 001} and {Xuelong Li 001}}
}
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title = {Fast neighborhood reconstruction with adaptive weights learning.},
year = {2023},
journal = {Knowl. Based Syst.},
author = {{Xiaowei Zhao 002} and {Feiping Nie 001} and {Weizhong Yu} and {Xuelong Li 001}}
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title = {Fuzzy C-Multiple-Means Clustering for Hyperspectral Image.},
year = {2023},
journal = {IEEE Geosci. Remote. Sens. Lett.},
author = {{Xiaojun Yang} and {Mingjun Zhu} and {Bo Sun} and {Zheng Wang 037} and {Feiping Nie 001}}
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title = {Centerless Clustering.},
year = {2023},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Shenfei Pei} and {Huimin Chen} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Ensemble and random collaborative representation-based anomaly detector for hyperspectral imagery.},
year = {2023},
journal = {Signal Process.},
author = {{Yihang Lu} and {Xuan Zheng} and {Haonan Xin} and {Haoliang Tang} and {Rong Wang 001} and {Feiping Nie 001}}
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title = {Self-Weighted Euler \$k\$-Means Clustering.},
year = {2023},
journal = {IEEE Signal Process. Lett.},
author = {{Haonan Xin} and {Yihang Lu} and {Haoliang Tang} and {Rong Wang 001} and {Feiping Nie 001}}
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title = {Unsupervised Feature Selection With Weighted and Projected Adaptive Neighbors.},
year = {2023},
journal = {IEEE Trans. Cybern.},
author = {{Zhengxin Li} and {Feiping Nie 001} and {Danyang Wu} and {Zhanxuan Hu} and {Xuelong Li 001}}
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title = {Learning an Optimal Bipartite Graph for Subspace Clustering via Constrained Laplacian Rank.},
year = {2023},
journal = {IEEE Trans. Cybern.},
author = {{Feiping Nie 001} and {Wei Chang} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Sparsity Fuzzy C-Means Clustering With Principal Component Analysis Embedding.},
year = {2023},
journal = {IEEE Trans. Fuzzy Syst.},
author = {{Jingwei Chen} and {Jianyong Zhu} and {Hongyun Jiang} and {Hui Yang 005} and {Feiping Nie 001}}
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title = {Robust Principal Component Analysis Based on Discriminant Information.},
year = {2023},
journal = {IEEE Trans. Knowl. Data Eng.},
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title = {Fast Multi-View Clustering via Prototype Graph.},
year = {2023},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Shaojun Shi} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Fast Optimization of Spectral Embedding and Improved Spectral Rotation.},
year = {2023},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Zhen Wang 004} and {Xiangfeng Dai} and {Peican Zhu} and {Rong Wang 001} and {Xuelong Li 001} and {Feiping Nie 001}}
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@article{journals/tmm/HuWNWL23,
title = {Self-Supervised Learning for Heterogeneous Audiovisual Scene Analysis.},
year = {2023},
journal = {IEEE Trans. Multim.},
author = {{Di Hu 001} and {Zheng Wang 037} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Multi-View Clustering via Nonnegative and Orthogonal Graph Reconstruction.},
year = {2023},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Shaojun Shi} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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@article{journals/tnn/WangLDNCDW23,
title = {Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation.},
year = {2023},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Wei Wang 335} and {Haojie Li} and {Zhengming Ding} and {Feiping Nie 001} and {Junyang Chen} and {Xiao Dong} and {Zhihui Wang 001}}
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title = {Reference-free low-light image enhancement by associating hierarchical wavelet representations.},
year = {2023},
month = {March},
journal = {Expert Syst. Appl.},
author = {{Xiaojun Yang} and {Junhong Gong} and {Lianpei Wu} and {Zhijing Yang} and {Yukai Shi} and {Feiping Nie 001}}
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title = {Robust Fuzzy K-Means Clustering With Shrunk Patterns Learning.},
year = {2023},
month = {March},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Xiaowei Zhao 002} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Unsupervised Optimized Bipartite Graph Embedding.},
year = {2023},
month = {March},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Jianyong Zhu} and {Lihong Tao} and {Hui Yang 005} and {Feiping Nie 001}}
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title = {Robust anchor-based multi-view clustering via spectral embedded concept factorization.},
year = {2023},
month = {April},
journal = {Neurocomputing},
author = {{Ben Yang} and {Jinghan Wu} and {Xuetao Zhang 001} and {Zhiping Lin 001} and {Feiping Nie 001} and {Badong Chen}}
}
@article{journals/ijon/ZhuCXYN23,
title = {Fast orthogonal locality-preserving projections for unsupervised feature selection.},
year = {2023},
month = {April},
journal = {Neurocomputing},
author = {{Jianyong Zhu} and {Jingwei Chen} and {Bin Xu} and {Hui Yang 005} and {Feiping Nie 001}}
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title = {Sparse PCA via \$\\ell _\{2,p\}\$ℓ2,p-Norm Regularization for Unsupervised Feature Selection.},
year = {2023},
month = {April},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Zhengxin Li} and {Feiping Nie 001} and {Jintang Bian} and {Danyang Wu} and {Xuelong Li 001}}
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title = {Learning Feature-Sparse Principal Subspace.},
year = {2023},
month = {April},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Feiping Nie 001} and {Lai Tian} and {Rong Wang 001} and {Xuelong Li 001}}
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@article{journals/tkde/NieLWL23,
title = {An Effective and Efficient Algorithm for K-Means Clustering With New Formulation.},
year = {2023},
month = {April},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Feiping Nie 001} and {Ziheng Li} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {An Effective Clustering Optimization Method for Unsupervised Linear Discriminant Analysis.},
year = {2023},
month = {April},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Quan Wang} and {Fei Wang 008} and {Fuji Ren} and {Zhongheng Li} and {Feiping Nie 001}}
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@article{journals/tnn/YuBNWL23,
title = {Unsupervised Subspace Learning With Flexible Neighboring.},
year = {2023},
month = {April},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Weizhong Yu} and {Jintang Bian} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/ipm/AshrafNN23,
title = {Tran-Switch: A transfer learning approach for sentence level cross-genre author profiling on code-switched English-RomanUrdu Text.},
year = {2023},
month = {May},
journal = {Inf. Process. Manag.},
author = {{Muhammad Adnan Ashraf} and {Rao Muhammad Adeel Nawab} and {Feiping Nie 001}}
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title = {Fast semi-supervised self-training algorithm based on data editing.},
year = {2023},
month = {May},
journal = {Inf. Sci.},
author = {{Bing Li} and {Jikui Wang} and {Zhengguo Yang} and {Jihai Yi} and {Feiping Nie 001}}
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@article{journals/tkde/ChenNWL23,
title = {Fast Unsupervised Feature Selection With Bipartite Graph and \$\\ell _\{2,0\}\$ℓ2,0-Norm Constraint.},
year = {2023},
month = {May},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Hong Chen} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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@article{journals/tkde/WangZWNL23,
title = {Semi-Supervised Learning via Bipartite Graph Construction With Adaptive Neighbors.},
year = {2023},
month = {May},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Zhen Wang 004} and {Long Zhang} and {Rong Wang 001} and {Feiping Nie 001} and {Xuelong Li 001}}
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@article{journals/pami/LuNWL23,
title = {A Differentiable Perspective for Multi-View Spectral Clustering With Flexible Extension.},
year = {2023},
month = {June},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Zhoumin Lu} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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@article{journals/pr/LuWLN23,
title = {Robust weighted co-clustering with global and local discrimination.},
year = {2023},
month = {June},
journal = {Pattern Recognit.},
author = {{Zhoumin Lu} and {Shiping Wang} and {Genggeng Liu} and {Feiping Nie 001}}
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@article{journals/tcyb/NieZWL23,
title = {Adaptive Maximum Entropy Graph-Guided Fast Locality Discriminant Analysis.},
year = {2023},
month = {June},
journal = {IEEE Trans. Cybern.},
author = {{Feiping Nie 001} and {Xiaowei Zhao 002} and {Rong Wang 001} and {Xuelong Li 001}}
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@article{journals/tfs/LiuNWL23,
title = {Graph-Based Soft-Balanced Fuzzy Clustering.},
year = {2023},
month = {June},
journal = {IEEE Trans. Fuzzy Syst.},
author = {{Chaodie Liu} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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@article{journals/tkde/WangZBWNL23,
title = {Sparse and Flexible Projections for Unsupervised Feature Selection.},
year = {2023},
month = {June},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Rong Wang 001} and {Canyu Zhang} and {Jintang Bian} and {Zheng Wang 037} and {Feiping Nie 001} and {Xuelong Li 001}}
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@article{journals/tnn/WangWNL23,
title = {Joint Feature Selection and Extraction With Sparse Unsupervised Projection.},
year = {2023},
month = {June},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Jingyu Wang 002} and {Lin Wang} and {Feiping Nie 001} and {Xuelong Li 001}}
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@article{journals/tnn/ZhaoNWL23,
title = {Joint Dynamic Manifold and Discriminant Information Learning for Feature Extraction.},
year = {2023},
month = {June},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Xiaowei Zhao 002} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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@article{journals/ijon/WangWNL23,
title = {Feature selection with multi-class logistic regression.},
year = {2023},
month = {July},
journal = {Neurocomputing},
author = {{Jingyu Wang 002} and {Hongmei Wang} and {Feiping Nie 001} and {Xuelong Li 001}}
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title = {Elaborate multi-task subspace learning with discrete group constraint.},
year = {2023},
month = {July},
journal = {Pattern Recognit.},
author = {{Wei Chang} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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title = {Sparse feature selection via fast embedding spectral analysis.},
year = {2023},
month = {July},
journal = {Pattern Recognit.},
author = {{Jingyu Wang 002} and {Hongmei Wang} and {Feiping Nie 001} and {Xuelong Li 001}}
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@article{journals/tii/PengLKNLC23,
title = {Joint EEG Feature Transfer and Semisupervised Cross-Subject Emotion Recognition.},
year = {2023},
month = {July},
journal = {IEEE Trans. Ind. Informatics},
author = {{Yong Peng 001} and {Honggang Liu} and {Wanzeng Kong} and {Feiping Nie 001} and {Bao-Liang Lu} and {Andrzej Cichocki}}
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title = {Iteratively Re-Weighted Method for Sparsity-Inducing Norms.},
year = {2023},
month = {July},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Feiping Nie 001} and {Zhanxuan Hu} and {Xiaoqian Wang 001} and {Xuelong Li 001} and {Heng Huang}}
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title = {Rank-\$r\$r Discrete Matrix Factorization for Anchor Graph Clustering.},
year = {2023},
month = {July},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Jingjing Xue} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
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@article{journals/tkde/YangZLNW23,
title = {Efficient Multi-View K-Means Clustering With Multiple Anchor Graphs.},
year = {2023},
month = {July},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Ben Yang} and {Xuetao Zhang 001} and {Zhongheng Li} and {Feiping Nie 001} and {Fei Wang 008}}
}
@article{journals/inffus/WangNWWL23,
title = {Sparse robust subspace learning via boolean weight.},
year = {2023},
month = {August},
journal = {Inf. Fusion},
author = {{Sisi Wang} and {Feiping Nie 001} and {Zheng Wang 037} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/isci/WangWLJRN23,
title = {Efficient random subspace decision forests with a simple probability dimensionality setting scheme.},
year = {2023},
month = {August},
journal = {Inf. Sci.},
author = {{Quan Wang} and {Fei Wang 008} and {Zhongheng Li} and {Peilin Jiang} and {Fuji Ren} and {Feiping Nie 001}}
}
@article{journals/pami/ZhangNL23,
title = {Large-Scale Clustering With Structured Optimal Bipartite Graph.},
year = {2023},
month = {August},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Han Zhang 012} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/tetci/PengCNLK23,
title = {Two-Dimensional Embedded Fuzzy Data Clustering.},
year = {2023},
month = {August},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Yong Peng 001} and {Keding Chen} and {Feiping Nie 001} and {Bao-Liang Lu} and {Wanzeng Kong}}
}
@article{journals/tkde/LiuNWL23,
title = {Scalable Fuzzy Clustering With Anchor Graph.},
year = {2023},
month = {August},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Chaodie Liu} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/tkde/WuNLWL23,
title = {Effective Clustering via Structured Graph Learning.},
year = {2023},
month = {August},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Danyang Wu} and {Feiping Nie 001} and {Jitao Lu} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/tnn/NieSLL23,
title = {Implicit Weight Learning for Multi-View Clustering.},
year = {2023},
month = {August},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Feiping Nie 001} and {Shaojun Shi} and {Jing Li 009} and {Xuelong Li 001}}
}
@article{journals/tcsv/LiLHNY23,
title = {Intermediary-Guided Bidirectional Spatial-Temporal Aggregation Network for Video-Based Visible-Infrared Person Re-Identification.},
year = {2023},
month = {September},
journal = {IEEE Trans. Circuits Syst. Video Technol.},
author = {{Huafeng Li} and {Minghui Liu} and {Zhanxuan Hu} and {Feiping Nie 001} and {Zhengtao Yu 001}}
}
@article{journals/tfs/ChenNYL23,
title = {\$\\ell _\{2,p\}\$-Norm and Mahalanobis Distance-Based Robust Fuzzy C-Means.},
year = {2023},
month = {September},
journal = {IEEE Trans. Fuzzy Syst.},
author = {{Qiang Chen} and {Feiping Nie 001} and {Weizhong Yu} and {Xuelong Li 001}}
}
@article{journals/tnn/ChangNZWL23,
title = {Multitask Learning for Classification Problem via New Tight Relaxation of Rank Minimization.},
year = {2023},
month = {September},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Wei Chang} and {Feiping Nie 001} and {Yijie Zhi} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/air/XiongKN23,
title = {Cauchy balanced nonnegative matrix factorization.},
year = {2023},
month = {October},
journal = {Artif. Intell. Rev.},
author = {{He Xiong} and {Deguang Kong} and {Feiping Nie 001}}
}
@article{journals/isci/ChenYZNL23,
title = {Rooted Mahalanobis distance based Gustafson-Kessel fuzzy C-means.},
year = {2023},
month = {October},
journal = {Inf. Sci.},
author = {{Qiang Chen} and {Weizhong Yu} and {Xiaowei Zhao 002} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/isci/YangZCWN23,
title = {Fast spectral clustering with self-adapted bipartite graph learning.},
year = {2023},
month = {October},
journal = {Inf. Sci.},
author = {{Xiaojun Yang} and {Mingjun Zhu} and {Yongda Cai} and {Zheng Wang 037} and {Feiping Nie 001}}
}
@article{journals/pr/LiNWL23,
title = {Robust rank-one matrix completion with rank estimation.},
year = {2023},
month = {October},
journal = {Pattern Recognit.},
author = {{Ziheng Li} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/pr/WangLZN23,
title = {Simultaneous local clustering and unsupervised feature selection via strong space constraint.},
year = {2023},
month = {October},
journal = {Pattern Recognit.},
author = {{Zheng Wang 037} and {Qi Li} and {Haifeng Zhao 001} and {Feiping Nie 001}}
}
@article{journals/tkde/ZhuCYN23,
title = {Unsupervised Adaptive Bipartite Graph Embedding.},
year = {2023},
month = {October},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Jianyong Zhu} and {Xinyun Chen} and {Hui Yang 005} and {Feiping Nie 001}}
}
@article{journals/tnn/YangZNCWNZ23,
title = {ECCA: Efficient Correntropy-Based Clustering Algorithm With Orthogonal Concept Factorization.},
year = {2023},
month = {October},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Ben Yang} and {Xuetao Zhang 001} and {Feiping Nie 001} and {Badong Chen} and {Fei Wang 008} and {Zhixiong Nan} and {Nanning Zheng 001}}
}
@article{journals/ijon/QiangZNW23,
title = {Multi-view semi-supervised learning with adaptive graph fusion.},
year = {2023},
month = {November},
journal = {Neurocomputing},
author = {{Qianyao Qiang} and {Bin Zhang 022} and {Feiping Nie 001} and {Fei Wang 008}}
}
@article{journals/isci/ZhaoYN23a,
title = {MVCformer: A transformer-based multi-view clustering method.},
year = {2023},
month = {November},
journal = {Inf. Sci.},
author = {{Mingyu Zhao} and {Weidong Yang} and {Feiping Nie 001}}
}
@article{journals/nn/WangWLN23,
title = {A self-training algorithm based on the two-stage data editing method with mass-based dissimilarity.},
year = {2023},
month = {November},
journal = {Neural Networks},
author = {{Jikui Wang} and {Yiwen Wu} and {Shaobo Li} and {Feiping Nie 001}}
}
@article{journals/nn/ZhaoYN23,
title = {Deep graph reconstruction for multi-view clustering.},
year = {2023},
month = {November},
journal = {Neural Networks},
author = {{Mingyu Zhao} and {Weidong Yang} and {Feiping Nie 001}}
}
@article{journals/tfs/ZhuZYN23,
title = {Joint Learning of Anchor Graph-Based Fuzzy Spectral Embedding and Fuzzy K-Means.},
year = {2023},
month = {November},
journal = {IEEE Trans. Fuzzy Syst.},
author = {{Jianyong Zhu} and {Wenjie Zhao} and {Hui Yang 005} and {Feiping Nie 001}}
}
@article{journals/tnn/NieDHWL23,
title = {Discriminative Projected Clustering via Unsupervised LDA.},
year = {2023},
month = {November},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Feiping Nie 001} and {Xia Dong} and {Zhanxuan Hu} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/tnn/NieWWWL23,
title = {Discrete Robust Principal Component Analysis via Binary Weights Self-Learning.},
year = {2023},
month = {November},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Feiping Nie 001} and {Sisi Wang} and {Zheng Wang 037} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/tnn/NieZWWL23,
title = {Local Embedding Learning via Landmark-Based Dynamic Connections.},
year = {2023},
month = {November},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Feiping Nie 001} and {Canyu Zhang} and {Zheng Wang 037} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/tnn/WangBNL23,
title = {Nonlinear Feature Selection Neural Network via Structured Sparse Regularization.},
year = {2023},
month = {November},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Rong Wang 001} and {Jintang Bian} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/tnn/WangXNL23,
title = {Robust Supervised and Semisupervised Least Squares Regression Using ℓ2,p-Norm Minimization.},
year = {2023},
month = {November},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Jingyu Wang 002} and {Fangyuan Xie} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/ijon/WangZNL23,
title = {Enhanced Robust Fuzzy K-Means Clustering joint ℓ0-norm constraint.},
year = {2023},
month = {December},
journal = {Neurocomputing},
author = {{Jingyu Wang} and {Xinru Zhang} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/kbs/HuWNWN23,
title = {Mutual-Taught Deep Clustering.},
year = {2023},
month = {December},
journal = {Knowl. Based Syst.},
author = {{Zhanxuan Hu} and {Yichen Wang} and {Hailong Ning} and {Danyang Wu} and {Feiping Nie 001}}
}
@article{journals/pami/QiangZWN23,
title = {Multi-View Discrete Clustering: A Concise Model.},
year = {2023},
month = {December},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Qianyao Qiang} and {Bin Zhang 022} and {Fei Wang 008} and {Feiping Nie 001}}
}
@article{journals/pami/WangCLZNL23,
title = {Discrete and Balanced Spectral Clustering With Scalability.},
year = {2023},
month = {December},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Rong Wang 001} and {Huimin Chen} and {Yihang Lu} and {Qianrong Zhang} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/pr/ZhaoYN23,
title = {Deep multi-view spectral clustering via ensemble.},
year = {2023},
month = {December},
journal = {Pattern Recognit.},
author = {{Mingyu Zhao} and {Weidong Yang} and {Feiping Nie 001}}
}
@article{journals/prl/WangWNL23,
title = {Discriminative projection fuzzy K-Means with adaptive neighbors.},
year = {2023},
month = {December},
journal = {Pattern Recognit. Lett.},
author = {{Jingyu Wang} and {Yidi Wang} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/tetci/PengHKNL23,
title = {JGSED: An End-to-End Spectral Clustering Model for Joint Graph Construction, Spectral Embedding and Discretization.},
year = {2023},
month = {December},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Yong Peng 001} and {Wenna Huang} and {Wanzeng Kong} and {Feiping Nie 001} and {Bao-Liang Lu}}
}
@inproceedings{conf/aaai/0001H024,
title = {Multi-Class Support Vector Machine with Maximizing Minimum Margin.},
year = {2024},
booktitle = {AAAI},
author = {{Feiping Nie 001} and {Zhezheng Hao} and {Rong Wang 001}},
publisher = {AAAI Press},
booktitle = {Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada}
}
@article{journals/pami/NieLWWL24,
title = {A Novel Normalized-Cut Solver With Nearest Neighbor Hierarchical Initialization.},
year = {2024},
month = {January},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Feiping Nie 001} and {Jitao Lu} and {Danyang Wu} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/pami/WangNZWL24,
title = {Worst-Case Discriminative Feature Learning via Max-Min Ratio Analysis.},
year = {2024},
month = {January},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Zheng Wang 037} and {Feiping Nie 001} and {Canyu Zhang} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/tfs/WangGNL24,
title = {Local-Global Fuzzy Clustering With Anchor Graph.},
year = {2024},
month = {January},
journal = {IEEE Trans. Fuzzy Syst.},
author = {{Jingyu Wang 002} and {Shengzhao Guo} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/ijon/ZhangGGNL24,
title = {Side-constrained graph fusion for semi-supervised multi-view clustering.},
year = {2024},
month = {February},
journal = {Neurocomputing},
author = {{Han Zhang 012} and {Maoguo Gong} and {Yannian Gu} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/pr/WangWLWN24,
title = {Coordinate Descent Optimized Trace Difference Model for Joint Clustering and Feature Extraction.},
year = {2024},
month = {February},
journal = {Pattern Recognit.},
author = {{Quan Wang} and {Fei Wang 008} and {Zhongheng Li} and {Zheng Wang} and {Feiping Nie 001}}
}
@article{journals/pr/WangWLYN24,
title = {Fast anchor graph preserving projections.},
year = {2024},
month = {February},
journal = {Pattern Recognit.},
author = {{Jikui Wang} and {Yiwen Wu} and {Bing Li} and {Zhenguo Yang} and {Feiping Nie 001}}
}
@article{journals/tkde/HaoLLNWL24,
title = {Ensemble Clustering With Attentional Representation.},
year = {2024},
month = {February},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Zhezheng Hao} and {Zhoumin Lu} and {Guoxu Li} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/tnn/ChenNWL24,
title = {Unsupervised Feature Selection With Flexible Optimal Graph.},
year = {2024},
month = {February},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Hong Chen} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/eswa/ChenTZYNC24,
title = {Asymmetric low-rank double-level cooperation for scalable discrete cross-modal hashing.},
year = {2024},
month = {March},
journal = {Expert Syst. Appl.},
author = {{Ruihan Chen} and {Junpeng Tan} and {Yinghong Zhou} and {Zhijing Yang} and {Feiping Nie 001} and {Tianshui Chen}}
}
@article{journals/ijon/YangXWZNC24,
title = {Anchor-graph regularized orthogonal concept factorization for document clustering.},
year = {2024},
month = {March},
journal = {Neurocomputing},
author = {{Ben Yang} and {Zhiyuan Xue} and {Jinghan Wu} and {Xuetao Zhang 001} and {Feiping Nie 001} and {Badong Chen}}
}
@article{journals/inffus/YangWZZNC24,
title = {Discrete correntropy-based multi-view anchor-graph clustering.},
year = {2024},
month = {March},
journal = {Inf. Fusion},
author = {{Ben Yang} and {Jinghan Wu} and {Xuetao Zhang 001} and {Xinhu Zheng} and {Feiping Nie 001} and {Badong Chen}}
}
@article{journals/isci/LingNYLL24,
title = {Robust autoencoder feature selector for unsupervised feature selection.},
year = {2024},
month = {March},
journal = {Inf. Sci.},
author = {{Yunzhi Ling} and {Feiping Nie 001} and {Weizhong Yu} and {Yunhao Ling} and {Xuelong Li 001}}
}
@article{journals/pr/YangZWWNH24,
title = {Geometric-inspired graph-based Incomplete Multi-view Clustering.},
year = {2024},
month = {March},
journal = {Pattern Recognit.},
author = {{Zequn Yang} and {Han Zhang 012} and {Yake Wei} and {Zheng Wang 037} and {Feiping Nie 001} and {Di Hu 001}}
}
@article{journals/tfs/YuXNL24,
title = {Multiview Fuzzy Clustering Based on Anchor Graph.},
year = {2024},
month = {March},
journal = {IEEE Trans. Fuzzy Syst.},
author = {{Weizhong Yu} and {Liyin Xing} and {Feiping Nie 001} and {Xuelong Li 001}}
}
@article{journals/tkde/WangNWWL24,
title = {Outliers Robust Unsupervised Feature Selection for Structured Sparse Subspace.},
year = {2024},
month = {March},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Sisi Wang} and {Feiping Nie 001} and {Zheng Wang 037} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/tnn/BianZNWL24,
title = {Robust and Sparse Principal Component Analysis With Adaptive Loss Minimization for Feature Selection.},
year = {2024},
month = {March},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Jintang Bian} and {Dandan Zhao} and {Feiping Nie 001} and {Rong Wang 001} and {Xuelong Li 001}}
}
@article{journals/pami/NieXYL24,
title = {Fast Clustering With Anchor Guidance.},
year = {2024},
month = {April},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Feiping Nie 001} and {Jingjing Xue} and {Weizhong Yu} and {Xuelong Li 001}}
}
@article{journals/tcyb/LiNWWL24,
title = {Sparse Trace Ratio LDA for Supervised Feature Selection.},
year = {2024},
month = {April},
journal = {IEEE Trans. Cybern.},
author = {{Zhengxin Li} and {Feiping Nie 001} and {Danyang Wu} and {Zheng Wang 037} and {Xuelong Li 001}}
}