% csauthors.net - beta - BibTeX bibliography of Zongben Xu
@inproceedings{conf/interval/ZhaoyongZK85,
title = {Generalized Theory and Some Specializations of the Region Contraction Algorithm I - Ball Operation.},
year = {1985},
booktitle = {Interval Mathematics},
author = {{Zhaoyong You} and {Zongben Xu} and {Kunkun Liu}},
publisher = {Springer},
booktitle = {Interval Mathemantics 1985: Proceedings of the International Symposium, Freiburg i. Br., Federal Republic of Germany, September 23-26, 1985}
}
@article{journals/computing/XuS92,
title = {A comparison of point and ball iterations in the contractive mapping case.},
year = {1992},
journal = {Computing},
author = {{Zongben Xu} and {Xingzhong Shi}}
}
@article{journals/tsmc/XuLH94,
title = {Asymmetric Bidirectional Associative Memories.},
year = {1994},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Zong-Ben Xu} and {Yee Leung} and {Xiang-Wei He}}
}
@article{journals/ijcm/XuXS95,
title = {The optimal ball algorithm for nonlinear equations of quasi-strongly monotone operators.},
year = {1995},
journal = {Int. J. Comput. Math.},
author = {{Zongben Xu} and {P. Xu} and {Xingzhong Shi}}
}
@article{journals/nca/ChenKX95,
title = {Multiple-Valued Feedback and Recurrent Correlation Neural Networks.},
year = {1995},
journal = {Neural Comput. Appl.},
author = {{Z.-Y. Chen} and {Chung-Ping Kwong} and {Zongben Xu}}
}
@article{journals/tnn/HeKX95,
title = {A competitive associative memory model and its dynamics.},
year = {1995},
journal = {IEEE Trans. Neural Networks},
author = {{Xiang-Wei He} and {Chung-Ping Kwong} and {Zongben Xu}}
}
@inproceedings{conf/asian/XuY96,
title = {The Heuristics for the Constrained Multicast Routing.},
year = {1996},
booktitle = {ASIAN},
author = {{Zongben Xu} and {Bo-Ting Yang}},
publisher = {Springer},
booktitle = {Concurrency and Parallelism, Programming, Networking, and Security: Second Asian Computing Science Conference, ASIAN '96, Singapore, December 2-5, 1996, Proceedings}
}
@article{journals/nn/XuHK96,
title = {Asymmetric Hopfield-type networks: Theory and applications.},
year = {1996},
journal = {Neural Networks},
author = {{Zongben Xu} and {Guo-Qing Hu} and {Chung-Ping Kwong}}
}
@article{journals/nn/XuK96,
title = {A Decomposition Principle for Complexity Reduction of Artificial Neural Networks.},
year = {1996},
journal = {Neural Networks},
author = {{Zongben Xu} and {Chung-Ping Kwong}}
}
@article{journals/tnn/XuHK96,
title = {Some efficient strategies for improving the eigenstructure method in synthesis of feedback neural networks.},
year = {1996},
journal = {IEEE Trans. Neural Networks},
author = {{Zongben Xu} and {Guo-Qing Hu} and {Chung-Ping Kwong}}
}
@article{journals/tnn/LeungGX97,
title = {Degree of population diversity - a perspective on premature convergence in genetic algorithms and its Markov chain analysis.},
year = {1997},
journal = {IEEE Trans. Neural Networks},
author = {{Yee Leung} and {Yong Gao} and {Zongben Xu}}
}
@article{journals/tnn/LeungZX97,
title = {Neural networks for convex hull computation.},
year = {1997},
journal = {IEEE Trans. Neural Networks},
author = {{Yee Leung} and {Jiang-She Zhang 001} and {Zongben Xu}}
}
@article{journals/amc/XuZL98,
title = {An approximate algorithm for computing multidimensional convex hulls.},
year = {1998},
journal = {Appl. Math. Comput.},
author = {{Zong-Ben Xu} and {Jiang-She Zhang 001} and {Yiu-Wing Leung}}
}
@article{journals/nn/LeungDX98,
title = {The optimal encodings for biased association in linear associative memories.},
year = {1998},
journal = {Neural Networks},
author = {{Yee Leung} and {Tian-Xin Dong} and {Zongben Xu}}
}
@article{journals/tec/LeungLX98,
title = {A genetic algorithm for the multiple destination routing problems.},
year = {1998},
journal = {IEEE Trans. Evol. Comput.},
author = {{Yee Leung} and {Guo Li} and {Zongben Xu}}
}
@article{journals/tsmc/LeungZX98,
title = {Optimal neural network algorithm for on-line string matching.},
year = {1998},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Yiu-Wing Leung} and {Jiang-She Zhang 001} and {Zongben Xu}}
}
@article{journals/isci/LiX00,
title = {Characterizations of minimal T3 L-fuzzy topological spaces.},
year = {2000},
journal = {Inf. Sci.},
author = {{Sheng-Gang Li} and {Zongben Xu}}
}
@article{journals/pami/LeungZX00,
title = {Clustering by Scale-Space Filtering.},
year = {2000},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Yee Leung} and {Jiang-She Zhang 001} and {Zongben Xu}}
}
@article{journals/tec/LeungDXW01,
title = {A new model of simulated evolutionary computation-convergence analysis and specifications.},
year = {2001},
journal = {IEEE Trans. Evol. Comput.},
author = {{Kwong-Sak Leung} and {Qihong Duan} and {Zongben Xu} and {C. K. Wong}}
}
@article{journals/tnn/QiaoPX01,
title = {Nonlinear measures: a new approach to exponential stability analysis for Hopfield-type neural networks.},
year = {2001},
journal = {IEEE Trans. Neural Networks},
author = {{Hong Qiao} and {Jigen Peng} and {Zongben Xu}}
}
@article{journals/tsmc/QiaoZX01,
title = {A new data processing method based on a biological model of the compound eye: direction quantization representation.},
year = {2001},
journal = {IEEE Trans. Syst. Man Cybern. Part A},
author = {{Hong Qiao} and {Jiang-She Zhang 001} and {Zongben Xu}}
}
@article{journals/ijon/XuJLLW02,
title = {An automata network for performing combinatorial optimization.},
year = {2002},
journal = {Neurocomputing},
author = {{Zongben Xu} and {Huidong Jin 001} and {Kwong-Sak Leung} and {Yee Leung} and {Chak-Kuen Wong}}
}
@article{journals/ijufks/LiangX02,
title = {The Algorithm on Knowledge Reduction in Incomplete Information Systems.},
year = {2002},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
author = {{Jiye Liang} and {Zongben Xu}}
}
@article{journals/isci/XuLDC02,
title = {Inclusion degree: a perspective on measures for rough set data analysis.},
year = {2002},
journal = {Inf. Sci.},
author = {{Zongben Xu} and {Jiye Liang} and {Chuangyin Dang} and {Kwai-Sang Chin}}
}
@article{journals/nn/PengQX02,
title = {A new approach to stability of neural networks with time-varying delays.},
year = {2002},
journal = {Neural Networks},
author = {{Jigen Peng} and {Hong Qiao} and {Zongben Xu}}
}
@article{journals/amc/XuLLL03,
title = {Efficiency speed-up strategies for evolutionary computation: fundamentals and fast-GAs.},
year = {2003},
journal = {Appl. Math. Comput.},
author = {{Zongben Xu} and {Kwong-Sak Leung} and {Yong Liang 001} and {Yee Leung}}
}
@article{journals/ijon/WangXLZ03,
title = {Determination of the spread parameter in the Gaussian kernel for classification and regression.},
year = {2003},
journal = {Neurocomputing},
author = {{Wenjian Wang} and {Zongben Xu} and {Weizhen Lu} and {Xiaoyun Zhang}}
}
@article{journals/tsmc/JinLWX03,
title = {An efficient self-organizing map designed by genetic algorithms for the traveling salesman problem.},
year = {2003},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Huidong Jin 001} and {Kwong-Sak Leung} and {Man Leung Wong} and {Zongben Xu}}
}
@article{journals/tsmc/QiaoPXZ03,
title = {A reference model approach to stability analysis of neural networks.},
year = {2003},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Hong Qiao} and {Jigen Peng} and {Zongben Xu} and {Bo Zhang 006}}
}
@inproceedings{conf/isnn/WangXX04,
title = {Approximation Bounds by Neural Networks in Lpomega.},
year = {2004},
booktitle = {ISNN (1)},
author = {{Jianjun Wang 003} and {Zongben Xu} and {Weijun Xu}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2004, International Symposium on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings, Part I}
}
@article{journals/chinaf/XuC04,
title = {The essential order of approximation for neural networks.},
year = {2004},
journal = {Sci. China Ser. F Inf. Sci.},
author = {{Zongben Xu} and {Feilong Cao}}
}
@article{journals/fss/LiZX04,
title = {Strong fuzzy compact sets and ultra-fuzzy compact sets in L-topological spaces.},
year = {2004},
journal = {Fuzzy Sets Syst.},
author = {{Sheng-Gang Li} and {Li-Li Zhang} and {Zongben Xu}}
}
@article{journals/ijgs/PeiX04,
title = {Rough Set Models on Two universes.},
year = {2004},
journal = {Int. J. Gen. Syst.},
author = {{Daowu Pei} and {Zongben Xu}}
}
@article{journals/ijon/LeungJX04,
title = {An expanding self-organizing neural network for the traveling salesman problem.},
year = {2004},
journal = {Neurocomputing},
author = {{Kwong-Sak Leung} and {Huidong Jin 001} and {Zongben Xu}}
}
@article{journals/ijon/WangX04,
title = {A heuristic training for support vector regression.},
year = {2004},
journal = {Neurocomputing},
author = {{Wenjian Wang} and {Zongben Xu}}
}
@article{journals/nn/XuQPZ04,
title = {A comparative study of two modeling approaches in neural networks.},
year = {2004},
journal = {Neural Networks},
author = {{Zongben Xu} and {Hong Qiao} and {Jigen Peng} and {Bo Zhang 006}}
}
@inproceedings{conf/cis/ZhangX05,
title = {A Generalized Global Convergence Theory of Projection-Type Neural Networks for Optimization.},
year = {2005},
booktitle = {CIS (1)},
author = {{Rui Zhang 005} and {Zongben Xu}},
publisher = {Springer},
booktitle = {Computational Intelligence and Security, International Conference, CIS 2005, Xi'an, China, December 15-19, 2005, Proceedings, Part I}
}
@inproceedings{conf/isnn/CaoXL05,
title = {Pointwise Approximation for Neural Networks.},
year = {2005},
booktitle = {ISNN (1)},
author = {{Feilong Cao} and {Zongben Xu} and {Youmei Li}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part I}
}
@inproceedings{conf/isnn/LiXC05,
title = {Generalization and Property Analysis of GENET.},
year = {2005},
booktitle = {ISNN (1)},
author = {{Youmei Li} and {Zongben Xu} and {Feilong Cao}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part I}
}
@inproceedings{conf/isnn/XuMJ05,
title = {A New Approach for Classification: Visual Simulation Point of View.},
year = {2005},
booktitle = {ISNN (2)},
author = {{Zongben Xu} and {Deyu Meng} and {Wenfeng Jing}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part II}
}
@article{journals/coap/JiaoLXZ05,
title = {Variable Programming: A Generalized Minimax Problem. Part I: Models and Theory.},
year = {2005},
journal = {Comput. Optim. Appl.},
author = {{Yong-Chang Jiao} and {Yee Leung} and {Zongben Xu} and {Jiang-She Zhang 001}}
}
@article{journals/coap/JiaoLXZ05a,
title = {Variable Programming: A Generalized Minimax Problem. Part II: Algorithms.},
year = {2005},
journal = {Comput. Optim. Appl.},
author = {{Yong-Chang Jiao} and {Yee Leung} and {Zongben Xu} and {Jiang-She Zhang 001}}
}
@article{journals/nn/XuC05,
title = {Simultaneous Lp-approximation order for neural networks.},
year = {2005},
journal = {Neural Networks},
author = {{Zongben Xu} and {Fei-Long Cao}}
}
@article{journals/pr/JinLWX05,
title = {Scalable model-based cluster analysis using clustering features.},
year = {2005},
journal = {Pattern Recognit.},
author = {{Huidong Jin 001} and {Kwong-Sak Leung} and {Man Leung Wong} and {Zongben Xu}}
}
@article{journals/tcas/PengXQZ05,
title = {A critical analysis on global convergence of Hopfield-type neural networks.},
year = {2005},
journal = {IEEE Trans. Circuits Syst. I Regul. Pap.},
author = {{Jigen Peng} and {Zong-Ben Xu} and {Hong Qiao} and {Bo Zhang 006}}
}
@inproceedings{conf/isnn/DingCX06,
title = {The Essential Approximation Order for Neural Networks with Trigonometric Hidden Layer Units.},
year = {2006},
booktitle = {ISNN (1)},
author = {{Chunmei Ding} and {Feilong Cao} and {Zongben Xu}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part I}
}
@inproceedings{conf/isnn/JingMDX06,
title = {A New Pre-processing Method for Regression.},
year = {2006},
booktitle = {ISNN (2)},
author = {{Wenfeng Jing} and {Deyu Meng} and {Ming-Wei Dai} and {Zongben Xu}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part II}
}
@inproceedings{conf/isnn/LiX06,
title = {Integral Transform and Its Application to Neural Network Approximation.},
year = {2006},
booktitle = {ISNN (1)},
author = {{Feng-Jun Li} and {Zongben Xu}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part I}
}
@inproceedings{conf/isnn/SunX06,
title = {An Edge Preserving Regularization Model for Image Restoration Based on Hopfield Neural Network.},
year = {2006},
booktitle = {ISNN (2)},
author = {{Jian Sun 009} and {Zongben Xu}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part II}
}
@inproceedings{conf/isnn/XuWM06,
title = {Approximation Bound of Mixture Networks in Lomegap Spaces.},
year = {2006},
booktitle = {ISNN (1)},
author = {{Zongben Xu} and {Jianjun Wang 003} and {Deyu Meng}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part I}
}
@article{journals/chinaf/XuW06,
title = {The essential order of approximation for nearly exponential type neural networks.},
year = {2006},
journal = {Sci. China Ser. F Inf. Sci.},
author = {{Zongben Xu} and {Jianjun Wang 003}}
}
@article{journals/tcas/WangX06,
title = {Sufficient and necessary conditions for global exponential stability of discrete-time recurrent neural networks.},
year = {2006},
journal = {IEEE Trans. Circuits Syst. I Regul. Pap.},
author = {{Lisheng Wang} and {Zongben Xu}}
}
@inproceedings{conf/cec/GuZLX07,
title = {Immunity diversity based multi-agent intrusion detection.},
year = {2007},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Yu Gu 007} and {Jiashu Zhao} and {Dong Liang} and {Zongben Xu}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore}
}
@inproceedings{conf/cvpr/SunKXTS07,
title = {Flash Cut: Foreground Extraction with Flash and No-flash Image Pairs.},
year = {2007},
booktitle = {CVPR},
author = {{Jian Sun 009} and {Jian Sun 001} and {Sing Bing Kang} and {Zongben Xu} and {Xiaoou Tang} and {Heung-Yeung Shum}},
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/isnn/LiangLX07,
title = {Neural Network Training Using Genetic Algorithm with a Novel Binary Encoding.},
year = {2007},
booktitle = {ISNN (2)},
author = {{Yong Liang 001} and {Kwong-Sak Leung} and {Zongben Xu}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2007, 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part II}
}
@inproceedings{conf/isnn/QiaoX07,
title = {New Critical Analysis on Global Convergence of Recurrent Neural Networks with Projection Mappings.},
year = {2007},
booktitle = {ISNN (3)},
author = {{Chen Qiao} and {Zongben Xu}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2007, 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part III}
}
@inproceedings{conf/skg/WangXJ07,
title = {Constructive Trigonometric Function Approximation of Neural Networks.},
year = {2007},
booktitle = {SKG},
author = {{Jianjun Wang 003} and {Zongben Xu} and {Jia Jing}},
publisher = {IEEE Computer Society},
booktitle = {Third International Conference on Semantics, Knowledge and Grid, Xian, Shan Xi, China, October 29-31, 2007}
}
@article{journals/amc/LiX07,
title = {The essential order of simultaneous approximation for neural networks.},
year = {2007},
journal = {Appl. Math. Comput.},
author = {{Feng-Jun Li} and {Zongben Xu}}
}
@article{journals/amc/LiangLX07,
title = {A novel splicing/decomposable binary encoding and its operators for genetic and evolutionary algorithms.},
year = {2007},
journal = {Appl. Math. Comput.},
author = {{Yong Liang 001} and {Kwong-Sak Leung} and {Zongben Xu}}
}
@article{journals/kbs/PeiX07,
title = {Transformation of rough set models.},
year = {2007},
journal = {Knowl. Based Syst.},
author = {{Daowu Pei} and {Zongben Xu}}
}
@article{journals/tac/WangX07,
title = {On Characterizations of Exponential Stability of Nonlinear Discrete Dynamical Systems on Bounded Regions.},
year = {2007},
journal = {IEEE Trans. Autom. Control.},
author = {{Lisheng Wang} and {Zongben Xu}}
}
@article{journals/tac/WangXZ07,
title = {Quantitative Characterizations of Exponential Convergence Property of Nonlinear Discrete Dynamical Systems.},
year = {2007},
journal = {IEEE Trans. Autom. Control.},
author = {{Lisheng Wang} and {Zongben Xu} and {Qunfei Zhao}}
}
@inproceedings{conf/cvpr/SunXS08,
title = {Image super-resolution using gradient profile prior.},
year = {2008},
booktitle = {CVPR},
author = {{Jian Sun 009} and {Zongben Xu} and {Heung-Yeung Shum}},
publisher = {IEEE Computer Society},
booktitle = {2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 24-26 June 2008, Anchorage, Alaska, USA}
}
@inproceedings{conf/ifip12/Xu08,
title = {Data Mining Technologies Inspired from Visual Principle.},
year = {2008},
booktitle = {Intelligent Information Processing},
author = {{Zongben Xu}},
publisher = {Springer},
booktitle = {Intelligent Information Processing IV, 5th IFIP International Conference on Intelligent Information Processing, October 19-22, 2008, Beijing, China}
}
@inproceedings{conf/isnn/LiXC08,
title = {An Improvement to Ant Colony Optimization Heuristic.},
year = {2008},
booktitle = {ISNN (1)},
author = {{Youmei Li} and {Zongben Xu} and {Feilong Cao}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2008, 5th International Symposium on Neural Networks, ISNN 2008, Beijing, China, September 24-28, 2008, Proceedings, Part I}
}
@article{journals/appml/ZhuX08,
title = {Inequalities and solution of an operator equation.},
year = {2008},
journal = {Appl. Math. Lett.},
author = {{Chuanxi Zhu} and {Zongben Xu}}
}
@article{journals/ijon/CaoXX08,
title = {The estimate for approximation error of neural networks: A constructive approach.},
year = {2008},
journal = {Neurocomputing},
author = {{Feilong Cao} and {Tingfan Xie} and {Zongben Xu}}
}
@article{journals/ijon/LiXZ08,
title = {The essential order of approximation for Suzuki's neural networks.},
year = {2008},
journal = {Neurocomputing},
author = {{Feng-Jun Li} and {Zong-Ben Xu} and {Yue-Ting Zhou}}
}
@article{journals/kbs/YuX08,
title = {A comparative study for content-based dynamic spam classification using four machine learning algorithms.},
year = {2008},
journal = {Knowl. Based Syst.},
author = {{Bo Yu} and {Zongben Xu}}
}
@article{journals/kbs/YuXL08,
title = {Latent semantic analysis for text categorization using neural network.},
year = {2008},
journal = {Knowl. Based Syst.},
author = {{Bo Yu} and {Zongben Xu} and {Cheng-hua Li}}
}
@article{journals/prl/MengLXFZ08,
title = {Improving geodesic distance estimation based on locally linear assumption.},
year = {2008},
journal = {Pattern Recognit. Lett.},
author = {{Deyu Meng} and {Yee Leung} and {Zongben Xu} and {Tung Fung} and {Qingfu Zhang 001}}
}
@article{journals/tit/LiXL08,
title = {Standard Forms of Stabilizer and Normalizer Matrices for Additive Quantum Codes.},
year = {2008},
journal = {IEEE Trans. Inf. Theory},
author = {{Ruihu Li} and {Zongben Xu} and {Xueliang Li 001}}
}
@article{journals/tit/LiXZ08,
title = {On The Classification of Binary Optimal Self-Orthogonal Codes.},
year = {2008},
journal = {IEEE Trans. Inf. Theory},
author = {{Ruihu Li} and {Zongben Xu} and {Xuejun Zhao}}
}
@article{journals/tsmc/MengLFX08,
title = {Nonlinear Dimensionality Reduction of Data Lying on the Multicluster Manifold.},
year = {2008},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Deyu Meng} and {Yee Leung} and {Tung Fung} and {Zongben Xu}}
}
@article{journals/chinaf/CaoZX09,
title = {Lower estimation of approximation rate for neural networks.},
year = {2009},
journal = {Sci. China Ser. F Inf. Sci.},
author = {{Feilong Cao} and {Yongquan Zhang} and {Zongben Xu}}
}
@article{journals/corr/abs-0906-2509,
title = {On [[n,n-4,3]]q Quantum MDS Codes for odd prime power q},
year = {2009},
journal = {CoRR},
author = {{Ruihu Li} and {Zongben Xu}}
}
@article{journals/ijon/QiaoX09,
title = {A critical global convergence analysis of recurrent neural networks with general projection mappings.},
year = {2009},
journal = {Neurocomputing},
author = {{Chen Qiao} and {Zongben Xu}}
}
@article{journals/jc/ZouZX09,
title = {Learning from uniformly ergodic Markov chains.},
year = {2009},
journal = {J. Complex.},
author = {{Bin Zou 002} and {Hai Zhang 001} and {Zongben Xu}}
}
@article{journals/ml/ZouLX09,
title = {The generalization performance of ERM algorithm with strongly mixing observations.},
year = {2009},
journal = {Mach. Learn.},
author = {{Bin Zou 002} and {Luoqing Li} and {Zongben Xu}}
}
@article{journals/tnn/Xu0J09,
title = {When Does Online BP Training Converge?},
year = {2009},
journal = {IEEE Trans. Neural Networks},
author = {{Zongben Xu} and {Rui Zhang 005} and {Wenfeng Jing}}
}
@article{journals/tsmc/WangZXP09,
title = {Some Characterizations of Global Exponential Stability of a Generic Class of Continuous-Time Recurrent Neural Networks.},
year = {2009},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Lisheng Wang} and {Rui Zhang 005} and {Zongben Xu} and {Jigen Peng}}
}
@article{journals/tsmc/XuDM09,
title = {Fast and Efficient Strategies for Model Selection of Gaussian Support Vector Machine.},
year = {2009},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Zongben Xu} and {Ming-Wei Dai} and {Deyu Meng}}
}
@article{journals/chinaf/XuZWCL10,
title = {L1/2 regularization.},
year = {2010},
journal = {Sci. China Inf. Sci.},
author = {{Zongben Xu} and {Hai Zhang 001} and {Yao Wang 003} and {Xiangyu Chang} and {Yong Liang 001}}
}
@article{journals/ijon/CaoLX10,
title = {Approximation capability of interpolation neural networks.},
year = {2010},
journal = {Neurocomputing},
author = {{Feilong Cao} and {Shaobo Lin} and {Zongben Xu}}
}
@article{journals/ijon/QiaoX10,
title = {On the P-critical dynamics analysis of projection recurrent neural networks.},
year = {2010},
journal = {Neurocomputing},
author = {{Chen Qiao} and {Zongben Xu}}
}
@article{journals/mcm/CaoLX10,
title = {Constructive approximate interpolation by neural networks in the metric space.},
year = {2010},
journal = {Math. Comput. Model.},
author = {{Feilong Cao} and {Shaobo Lin} and {Zongben Xu}}
}
@article{journals/nn/WangX10,
title = {New study on neural networks: the essential order of approximation.},
year = {2010},
journal = {Neural Networks},
author = {{Jianjun Wang 003} and {Zongben Xu}}
}
@article{journals/pr/SunX10,
title = {Scale selection for anisotropic diffusion filter by Markov random field model.},
year = {2010},
journal = {Pattern Recognit.},
author = {{Jian Sun 009} and {Zongben Xu}}
}
@article{journals/tip/XuS10,
title = {Image Inpainting by Patch Propagation Using Patch Sparsity.},
year = {2010},
journal = {IEEE Trans. Image Process.},
author = {{Zongben Xu} and {Jian Sun 009}}
}
@inproceedings{conf/iccv/HanXZ11,
title = {Video Primal Sketch: A generic middle-level representation of video.},
year = {2011},
booktitle = {ICCV},
author = {{Zhi Han} and {Zongben Xu} and {Song-Chun Zhu}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Computer Vision, ICCV 2011, Barcelona, Spain, November 6-13, 2011}
}
@inproceedings{conf/igarss/ZengXJZHW11,
title = {SAR imaging from compressed measurements based on L1/2 regularization.},
year = {2011},
booktitle = {IGARSS},
author = {{Jinshan Zeng} and {Zongben Xu} and {Hai Jiang} and {Bingchen Zhang} and {Wen Hong} and {Yirong Wu}},
publisher = {IEEE},
booktitle = {2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011, Vancouver, BC, Canada, July 24-29, 2011}
}
@article{journals/appml/LiWXZ11,
title = {Some results on the lexicographic product of vertex-transitive graphs.},
year = {2011},
journal = {Appl. Math. Lett.},
author = {{Feng Li} and {Wei Wang} and {Zongben Xu} and {Haixing Zhao}}
}
@article{journals/ijcm/ZhangCX11,
title = {Optimal rate of the regularized regression learning algorithm.},
year = {2011},
journal = {Int. J. Comput. Math.},
author = {{Yongquan Zhang} and {Feilong Cao} and {Zongben Xu}}
}
@article{journals/ijon/MengLX11,
title = {A new quality assessment criterion for nonlinear dimensionality reduction.},
year = {2011},
journal = {Neurocomputing},
author = {{Deyu Meng} and {Yee Leung} and {Zongben Xu}}
}
@article{journals/ijon/ZhangCX11,
title = {Estimation of learning rate of least square algorithm via Jackson operator.},
year = {2011},
journal = {Neurocomputing},
author = {{Yongquan Zhang} and {Feilong Cao} and {Zongben Xu}}
}
@article{journals/ijwmip/ChangXZZ11,
title = {Generalization Bounds of Regularization Algorithms Derived Simultaneously through Hypothesis Space Complexity, Algorithmic Stability and Data Quality.},
year = {2011},
journal = {Int. J. Wavelets Multiresolution Inf. Process.},
author = {{Xiangyu Chang} and {Zongben Xu} and {Bin Zou 002} and {Hai Zhang 001}}
}
@article{journals/jcst/HanMXG10,
title = {Incremental Alignment Manifold Learning.},
year = {2011},
journal = {J. Comput. Sci. Technol.},
author = {{Zhi Han} and {Deyu Meng} and {Zongben Xu} and {Nan-Nan Gu}}
}
@article{journals/jossac/WangX11,
title = {Neural networks and the best trigomometric approximation.},
year = {2011},
journal = {J. Syst. Sci. Complex.},
author = {{Jianjun Wang 003} and {Zongben Xu}}
}
@article{journals/nn/LinCX11,
title = {Essential rate for approximation by spherical neural networks.},
year = {2011},
journal = {Neural Networks},
author = {{Shaobo Lin} and {Feilong Cao} and {Zongben Xu}}
}
@article{journals/tip/SunSXS11,
title = {Gradient Profile Prior and Its Applications in Image Super-Resolution and Enhancement.},
year = {2011},
journal = {IEEE Trans. Image Process.},
author = {{Jian Sun 009} and {Jian Sun 001} and {Zongben Xu} and {Heung-Yeung Shum}}
}
@inproceedings{conf/igarss/FangXJZH12,
title = {SAR range ambiguity suppression via sparse regularization.},
year = {2012},
booktitle = {IGARSS},
author = {{Jian Fang 001} and {Zongben Xu} and {Chenglong Jiang} and {Bingchen Zhang} and {Wen Hong}},
publisher = {IEEE},
booktitle = {2012 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Germany, July 22-27, 2012}
}
@inproceedings{conf/ppsn/LiSXZ12,
title = {MOEA/D with Iterative Thresholding Algorithm for Sparse Optimization Problems.},
year = {2012},
booktitle = {PPSN (2)},
author = {{Hui Li 020} and {Xiaolei Su} and {Zongben Xu} and {Qingfu Zhang 001}},
publisher = {Springer},
booktitle = {Parallel Problem Solving from Nature - PPSN XII - 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part II}
}
@inproceedings{conf/qlsc/LiXZ12,
title = {On the Average Distance and Wiener Index of Cartesian Product Networks.},
year = {2012},
booktitle = {QLSC},
author = {{Feng Li} and {Zongben Xu} and {Haixing Zhao}},
publisher = {World Scientific},
booktitle = {Quantitative Logic and Soft Computing, Proceedings of the QLSC 2012, Xi'an, China, 12-15 May 2012}
}
@inproceedings{conf/swarm/LiuLLLCXZ12,
title = {Iterative L1/2 Regularization Algorithm for Variable Selection in the Cox Proportional Hazards Model.},
year = {2012},
booktitle = {ICSI (2)},
author = {{Cheng Liu} and {Yong Liang 001} and {Xin-Ze Luan} and {Kwong-Sak Leung} and {Tak-Ming Chan} and {Zongben Xu} and {Hai Zhang 001}},
publisher = {Springer},
booktitle = {Advances in Swarm Intelligence - Third International Conference, ICSI 2012, Shenzhen, China, June 17-20, 2012 Proceedings, Part II}
}
@inproceedings{conf/swarm/LuanLLXZLC12,
title = {Regularization Path for Linear Model via Net Method.},
year = {2012},
booktitle = {ICSI (2)},
author = {{Xin-Ze Luan} and {Yong Liang 001} and {Cheng Liu} and {Zongben Xu} and {Hai Zhang 001} and {Kwong-Sak Leung} and {Tak-Ming Chan}},
publisher = {Springer},
booktitle = {Advances in Swarm Intelligence - Third International Conference, ICSI 2012, Shenzhen, China, June 17-20, 2012 Proceedings, Part II}
}
@article{journals/adcm/ZouXC12,
title = {Generalization bounds of ERM algorithm with V-geometrically Ergodic Markov chains.},
year = {2012},
journal = {Adv. Comput. Math.},
author = {{Bin Zou 002} and {Zongben Xu} and {Xiangyu Chang}}
}
@article{journals/chinaf/FangZXZ12,
title = {Efficient DPCA SAR imaging with fast iterative spectrum reconstruction method.},
year = {2012},
journal = {Sci. China Inf. Sci.},
author = {{Jian Fang 001} and {Jinshan Zeng} and {Zongben Xu} and {Yao Zhao}}
}
@article{journals/chinaf/XuZC12,
title = {Estimation of convergence rate for multi-regression learning algorithm.},
year = {2012},
journal = {Sci. China Inf. Sci.},
author = {{Zongben Xu} and {Yongquan Zhang} and {Feilong Cao}}
}
@article{journals/chinaf/ZengFX12,
title = {Sparse SAR imaging based on L 1/2 regularization.},
year = {2012},
journal = {Sci. China Inf. Sci.},
author = {{Jinshan Zeng} and {Jian Fang 001} and {Zongben Xu}}
}
@article{journals/chinaf/ZhangLGX12,
title = {The essential ability of sparse reconstruction of different compressive sensing strategies.},
year = {2012},
journal = {Sci. China Inf. Sci.},
author = {{Hai Zhang 001} and {Yong Liang 001} and {HaiLiang Gou} and {Zongben Xu}}
}
@article{journals/corr/ZhaoMX12,
title = {A recursive divide-and-conquer approach for sparse principal component analysis.},
year = {2012},
journal = {CoRR},
author = {{Qian Zhao 002} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/corr/abs-1202-6562,
title = {Dictionary learning under global sparsity constraint},
year = {2012},
journal = {CoRR},
author = {{Deyu Meng} and {Yee Leung} and {Qian Zhao 002} and {Zongben Xu}}
}
@article{journals/ijon/QiaoX12,
title = {Critical dynamics study on recurrent neural networks: Globally exponential stability.},
year = {2012},
journal = {Neurocomputing},
author = {{Chen Qiao} and {Zongben Xu}}
}
@article{journals/isci/LvHXZ12,
title = {Kronecker product approximations for image restoration with whole-sample symmetric boundary conditions.},
year = {2012},
journal = {Inf. Sci.},
author = {{Xiao-Guang Lv} and {Ting-Zhu Huang} and {Zongben Xu} and {Xi-Le Zhao}}
}
@article{journals/jat/LinCCX12,
title = {A general radial quasi-interpolation operator on the sphere.},
year = {2012},
journal = {J. Approx. Theory},
author = {{Shaobo Lin} and {Feilong Cao} and {Xiangyu Chang} and {Zongben Xu}}
}
@article{journals/pr/MengZX12,
title = {Improve robustness of sparse PCA by L1-norm maximization.},
year = {2012},
journal = {Pattern Recognit.},
author = {{Deyu Meng} and {Qian Zhao 002} and {Zongben Xu}}
}
@article{journals/tnn/XuCXZ12,
title = {L1/2 Regularization: A Thresholding Representation Theory and a Fast Solver.},
year = {2012},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Zongben Xu} and {Xiangyu Chang} and {Fengmin Xu} and {Hai Zhang 001}}
}
@article{journals/tnn/ZhangLHX12,
title = {Universal Approximation of Extreme Learning Machine With Adaptive Growth of Hidden Nodes.},
year = {2012},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Rui Zhang 005} and {Yuan Lan} and {Guang-Bin Huang} and {Zongben Xu}}
}
@article{journals/tnn/ZhangXHW12,
title = {Global Convergence of Online BP Training With Dynamic Learning Rate.},
year = {2012},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Rui Zhang 005} and {Zongben Xu} and {Guang-Bin Huang} and {Dianhui Wang}}
}
@inproceedings{conf/aaai/MengXZZ13,
title = {A Cyclic Weighted Median Method for L1 Low-Rank Matrix Factorization with Missing Entries.},
year = {2013},
booktitle = {AAAI},
author = {{Deyu Meng} and {Zongben Xu} and {Lei Zhang 006} and {Ji Zhao 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, USA.}
}
@inproceedings{conf/icdm/WangCLX13,
title = {Sparse K-Means with the l_q(0leq q< 1) Constraint for High-Dimensional Data Clustering.},
year = {2013},
booktitle = {ICDM},
author = {{Yu Wang 075} and {Xiangyu Chang} and {Rongjian Li} and {Zongben Xu}},
publisher = {IEEE Computer Society},
booktitle = {2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013}
}
@article{journals/amc/LinGCX13,
title = {Approximation by neural networks with scattered data.},
year = {2013},
journal = {Appl. Math. Comput.},
author = {{Shaobo Lin} and {Xiaofei Guo} and {Feilong Cao} and {Zongben Xu}}
}
@article{journals/bmcbi/LiangLLLCXZ13,
title = {Sparse logistic regression with a L1/2 penalty for gene selection in cancer classification.},
year = {2013},
journal = {BMC Bioinform.},
author = {{Yong Liang 001} and {Cheng Liu} and {Xin-Ze Luan} and {Kwong-Sak Leung} and {Tak-Ming Chan} and {Zongben Xu} and {Hai Zhang 001}}
}
@article{journals/chinaf/HuangHZX13,
title = {Image restoration with shifting reflective boundary conditions.},
year = {2013},
journal = {Sci. China Inf. Sci.},
author = {{Jie Huang 005} and {Ting-Zhu Huang} and {Xi-Le Zhao} and {Zongben Xu}}
}
@article{journals/chinaf/ZouPX13,
title = {The learning performance of support vector machine classification based on Markov sampling.},
year = {2013},
journal = {Sci. China Inf. Sci.},
author = {{Bin Zou 002} and {Zhiming Peng} and {Zongben Xu}}
}
@article{journals/corr/FangXZHW13,
title = {Compressed Sensing SAR Imaging with Multilook Processing.},
year = {2013},
journal = {CoRR},
author = {{Jian Fang 001} and {Zongben Xu} and {Bingchen Zhang} and {Wen Hong} and {Yirong Wu}}
}
@article{journals/corr/LinZFX13,
title = {Learning rates of lq coefficient regularization learning with Gaussian kernel.},
year = {2013},
journal = {CoRR},
author = {{Shaobo Lin} and {Jinshan Zeng} and {Jian Fang 001} and {Zongben Xu}}
}
@article{journals/dke/MengCXJ13,
title = {Following the entire solution path of sparse principal component analysis by coordinate-pairwise algorithm.},
year = {2013},
journal = {Data Knowl. Eng.},
author = {{Deyu Meng} and {Hengbin Cui} and {Zongben Xu} and {Kaili Jing}}
}
@article{journals/ejasp/WangWX13,
title = {On recovery of block-sparse signals via mixed l2/lq (0 < q ≤ 1) norm minimization.},
year = {2013},
journal = {EURASIP J. Adv. Signal Process.},
author = {{Yao Wang 003} and {Jianjun Wang 003} and {Zongben Xu}}
}
@article{journals/eor/KeXFSQ13,
title = {Proportion-based robust optimization and team orienteering problem with interval data.},
year = {2013},
journal = {Eur. J. Oper. Res.},
author = {{Liangjun Ke} and {Zongben Xu} and {Zuren Feng} and {Ke Shang} and {Xueming Qian}}
}
@article{journals/ijon/MengZLX13,
title = {Learning dictionary from signals under global sparsity constraint.},
year = {2013},
journal = {Neurocomputing},
author = {{Deyu Meng} and {Qian Zhao 002} and {Yee Leung} and {Zongben Xu}}
}
@article{journals/ijon/QiaoJX13,
title = {The UPPAM continuous-time RNN model and its critical dynamics study.},
year = {2013},
journal = {Neurocomputing},
author = {{Chen Qiao} and {Wenfeng Jing} and {Zongben Xu}}
}
@article{journals/inffus/SunZXH13,
title = {Poisson image fusion based on Markov random field fusion model.},
year = {2013},
journal = {Inf. Fusion},
author = {{Jian Sun 009} and {Hongyan Zhu} and {Zongben Xu} and {Chongzhao Han}}
}
@article{journals/isci/MengLX13,
title = {The strong convergence of visual classification method and its applications.},
year = {2013},
journal = {Inf. Sci.},
author = {{Deyu Meng} and {Yee Leung} and {Zongben Xu}}
}
@article{journals/jvcir/Cao0X13,
title = {Fast image deconvolution using closed-form thresholding formulas of regularization.},
year = {2013},
journal = {J. Vis. Commun. Image Represent.},
author = {{Wenfei Cao} and {Jian Sun 009} and {Zongben Xu}}
}
@article{journals/pr/MengLX13,
title = {Passage method for nonlinear dimensionality reduction of data on multi-cluster manifolds.},
year = {2013},
journal = {Pattern Recognit.},
author = {{Deyu Meng} and {Yee Leung} and {Zongben Xu}}
}
@article{journals/prl/LiXL13,
title = {A heuristic hierarchical clustering based on multiple similarity measurements.},
year = {2013},
journal = {Pattern Recognit. Lett.},
author = {{Chun-Zhong Li} and {Zongben Xu} and {Tao Luo 006}}
}
@article{journals/qic/LiZLX13,
title = {Hermitian dual containing BCH codes and construction of new quantum codes.},
year = {2013},
journal = {Quantum Inf. Comput.},
author = {{Ruihu Li} and {Fei Zuo} and {Yang Liu 035} and {Zongben Xu}}
}
@article{journals/sigpro/ZengXZHW13,
title = {Accelerated L1/2 regularization based SAR imaging via BCR and reduced Newton skills.},
year = {2013},
journal = {Signal Process.},
author = {{Jinshan Zeng} and {Zongben Xu} and {Bingchen Zhang} and {Wen Hong} and {Yirong Wu}}
}
@article{journals/tcyb/ZhangLHXS13,
title = {Dynamic Extreme Learning Machine and Its Approximation Capability.},
year = {2013},
journal = {IEEE Trans. Cybern.},
author = {{Rui Zhang 005} and {Yuan Lan} and {Guang-Bin Huang} and {Zongben Xu} and {Yeng Chai Soh}}
}
@article{journals/tkde/MengLX13,
title = {Detecting Intrinsic Loops Underlying Data Manifold.},
year = {2013},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Deyu Meng} and {Yee Leung} and {Zongben Xu}}
}
@article{journals/tnn/LinRSX13,
title = {Learning Capability of Relaxed Greedy Algorithms.},
year = {2013},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Shaobo Lin} and {Yuanhua Rong} and {Xingping Sun} and {Zongben Xu}}
}
@article{journals/tnn/ZouLXLT13,
title = {Generalization Performance of Fisher Linear Discriminant Based on Markov Sampling.},
year = {2013},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Bin Zou 002} and {Luoqing Li} and {Zongben Xu} and {Tao Luo 006} and {Yuan Yan Tang}}
}
@article{journals/tvt/LiXZ13,
title = {Variational-Inference-Based Data Detection for OFDM Systems With Imperfect Channel Estimation.},
year = {2013},
journal = {IEEE Trans. Veh. Technol.},
author = {{Feng Li} and {Zongben Xu} and {Shihua Zhu}}
}
@inproceedings{conf/cvpr/PengMXGYZ14,
title = {Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising.},
year = {2014},
booktitle = {CVPR},
author = {{Yi Peng} and {Deyu Meng} and {Zongben Xu} and {Chenqiang Gao} and {Yi Yang 001} and {Biao Zhang 005}},
publisher = {IEEE Computer Society},
booktitle = {2014 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, USA, June 23-28, 2014}
}
@inproceedings{conf/icml/ZhaoMXZZ14,
title = {Robust Principal Component Analysis with Complex Noise.},
year = {2014},
booktitle = {ICML},
author = {{Qian Zhao 002} and {Deyu Meng} and {Zongben Xu} and {Wangmeng Zuo} and {Lei Zhang 006}},
publisher = {JMLR.org},
booktitle = {Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014}
}
@article{journals/asc/LiuLLLCXZ14,
title = {The L1/2 regularization method for variable selection in the Cox model.},
year = {2014},
journal = {Appl. Soft Comput.},
author = {{Cheng Liu} and {Yong Liang 001} and {Xin-Ze Luan} and {Kwong-Sak Leung} and {Tak-Ming Chan} and {Zongben Xu} and {Hai Zhang 001}}
}
@article{journals/chinaf/LiXQL14,
title = {Hierarchical clustering driven by cognitive features.},
year = {2014},
journal = {Sci. China Inf. Sci.},
author = {{Chun-Zhong Li} and {Zongben Xu} and {Chen Qiao} and {Tao Luo 006}}
}
@article{journals/chinaf/LiangLX14,
title = {The number of spanning trees in a new lexicographic product of graphs.},
year = {2014},
journal = {Sci. China Inf. Sci.},
author = {{Dong Liang} and {Feng Li} and {Zongben Xu}}
}
@article{journals/chinaf/ZhaoMX14,
title = {Robust sparse principal component analysis.},
year = {2014},
journal = {Sci. China Inf. Sci.},
author = {{Qian Zhao 002} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/corr/ChangWLX14,
title = {Sparse K-Means with ℓ∞/ℓ0 Penalty for High-Dimensional Data Clustering.},
year = {2014},
journal = {CoRR},
author = {{Xiangyu Chang} and {Yu Wang 075} and {Rongjian Li} and {Zongben Xu}}
}
@article{journals/corr/FangLX14,
title = {Learning and approximation capability of orthogonal super greedy algorithm.},
year = {2014},
journal = {CoRR},
author = {{Jian Fang 001} and {Shaobo Lin} and {Zongben Xu}}
}
@article{journals/corr/XieMGZZFX14,
title = {On the Optimal Solution of Weighted Nuclear Norm Minimization.},
year = {2014},
journal = {CoRR},
author = {{Qi Xie} and {Deyu Meng} and {Shuhang Gu} and {Lei Zhang 006} and {Wangmeng Zuo} and {Xiangchu Feng} and {Zongben Xu}}
}
@article{journals/corr/XuLZX14,
title = {Greedy metrics in orthogonal greedy learning.},
year = {2014},
journal = {CoRR},
author = {{Lin Xu} and {Shaobo Lin} and {Jinshan Zeng} and {Zongben Xu}}
}
@article{journals/corr/YuX14,
title = {Categorization Axioms for Classification and Clustering.},
year = {2014},
journal = {CoRR},
author = {{Jian Yu} and {Zongben Xu}}
}
@article{journals/isci/HuangHZXL14,
title = {Two soft-thresholding based iterative algorithms for image deblurring.},
year = {2014},
journal = {Inf. Sci.},
author = {{Jie Huang 005} and {Ting-Zhu Huang} and {Xi-Le Zhao} and {Zongben Xu} and {Xiao-Guang Lv}}
}
@article{journals/isci/WangHXW14,
title = {An active contour model and its algorithms with local and global Gaussian distribution fitting energies.},
year = {2014},
journal = {Inf. Sci.},
author = {{Hui Wang} and {Ting-Zhu Huang} and {Zongben Xu} and {Yilun Wang}}
}
@article{journals/ml/LinLRX14,
title = {Almost optimal estimates for approximation and learning by radial basis function networks.},
year = {2014},
journal = {Mach. Learn.},
author = {{Shaobo Lin} and {Xia Liu} and {Yuanhua Rong} and {Zongben Xu}}
}
@article{journals/neco/LinZFX14,
title = {Learning Rates of lq Coefficient Regularization Learning with Gaussian Kernel.},
year = {2014},
journal = {Neural Comput.},
author = {{Shaobo Lin} and {Jinshan Zeng} and {Jian Fang 001} and {Zongben Xu}}
}
@article{journals/nn/XuTZXLL14,
title = {Generalization performance of Gaussian kernels SVMC based on Markov sampling.},
year = {2014},
journal = {Neural Networks},
author = {{Jie Xu 006} and {Yuan Yan Tang} and {Bin Zou 002} and {Zongben Xu} and {Luoqing Li} and {Yang Lu 009}}
}
@article{journals/qic/LiGX14,
title = {Entanglement-assisted quantum codes achieving the quantum singleton bound but violating the quantum hamming bound.},
year = {2014},
journal = {Quantum Inf. Comput.},
author = {{Ruihu Li} and {Luobin Guo} and {Zongben Xu}}
}
@article{journals/sigpro/WangWX14,
title = {Restricted p-isometry properties of nonconvex block-sparse compressed sensing.},
year = {2014},
journal = {Signal Process.},
author = {{Yao Wang 003} and {Jianjun Wang 003} and {Zongben Xu}}
}
@article{journals/sigpro/ZengLX14,
title = {Sparse solution of underdetermined linear equations via adaptively iterative thresholding.},
year = {2014},
journal = {Signal Process.},
author = {{Jinshan Zeng} and {Shaobo Lin} and {Zongben Xu}}
}
@article{journals/soco/LuanLLLCXZ14,
title = {A novel L1/2 regularization shooting method for Cox's proportional hazards model.},
year = {2014},
journal = {Soft Comput.},
author = {{Xin-Ze Luan} and {Yong Liang 001} and {Cheng Liu} and {Kwong-Sak Leung} and {Tak-Ming Chan} and {Zongben Xu} and {Hai Zhang 001}}
}
@article{journals/spl/LiX14,
title = {Sparse Bayesian Hierarchical Prior Modeling Based Cooperative Spectrum Sensing in Wideband Cognitive Radio Networks.},
year = {2014},
journal = {IEEE Signal Process. Lett.},
author = {{Feng Li} and {Zongben Xu}}
}
@article{journals/staeors/0001XZHW14,
title = {Fast Compressed Sensing SAR Imaging Based on Approximated Observation.},
year = {2014},
journal = {IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
author = {{Jian Fang 001} and {Zongben Xu} and {Bingchen Zhang} and {Wen Hong} and {Yirong Wu}}
}
@article{journals/tac/WangX14,
title = {Quantitative Studies on Asymptotic Growth Behaviors of Trajectories of Nonlinear Discrete Dynamical Systems.},
year = {2014},
journal = {IEEE Trans. Autom. Control.},
author = {{Lisheng Wang} and {Zongben Xu}}
}
@article{journals/tcyb/ZouTXLXL14,
title = {The Generalization Performance of Regularized Regression Algorithms Based on Markov Sampling.},
year = {2014},
journal = {IEEE Trans. Cybern.},
author = {{Bin Zou 002} and {Yuan Yan Tang} and {Zongben Xu} and {Luoqing Li} and {Jie Xu 006} and {Yang Lu 009}}
}
@article{journals/tgrs/HuangSCPX14,
title = {Spatial and Spectral Image Fusion Using Sparse Matrix Factorization.},
year = {2014},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Bo Huang 001} and {Huihui Song} and {Hengbin Cui} and {Jigen Peng} and {Zongben Xu}}
}
@article{journals/tip/LiuCZX14,
title = {Enhancing Low-Rank Subspace Clustering by Manifold Regularization.},
year = {2014},
journal = {IEEE Trans. Image Process.},
author = {{Junmin Liu} and {Yijun Chen} and {Jiang-She Zhang 001} and {Zongben Xu}}
}
@article{journals/tsp/ZengLWX14,
title = {L1/2 Regularization: Convergence of Iterative Half Thresholding Algorithm.},
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title = {Self-Paced Learning for Matrix Factorization.},
year = {2015},
booktitle = {AAAI},
author = {{Qian Zhao 002} and {Deyu Meng} and {Lu Jiang 004} and {Qi Xie} and {Zongben Xu} and {Alexander G. Hauptmann}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA.}
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title = {Learning a convolutional neural network for non-uniform motion blur removal.},
year = {2015},
booktitle = {CVPR},
author = {{Jian Sun 009} and {Wenfei Cao} and {Zongben Xu} and {Jean Ponce}},
publisher = {IEEE Computer Society},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, Boston, MA, USA, June 7-12, 2015}
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title = {Low-Rank Matrix Factorization under General Mixture Noise Distributions.},
year = {2015},
booktitle = {ICCV},
author = {{Xiangyong Cao} and {Yang Chen} and {Qian Zhao 002} and {Deyu Meng} and {Yao Wang 003} and {Dong Wang} and {Zongben Xu}},
publisher = {IEEE Computer Society},
booktitle = {2015 IEEE International Conference on Computer Vision, ICCV 2015, Santiago, Chile, December 7-13, 2015}
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title = {A Novel Sparsity Measure for Tensor Recovery.},
year = {2015},
booktitle = {ICCV},
author = {{Qian Zhao 002} and {Deyu Meng} and {Xu Kong} and {Qi Xie} and {Wenfei Cao} and {Yao Wang 003} and {Zongben Xu}},
publisher = {IEEE Computer Society},
booktitle = {2015 IEEE International Conference on Computer Vision, ICCV 2015, Santiago, Chile, December 7-13, 2015}
}
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title = {Robust low-rank tensor factorization by cyclic weighted median.},
year = {2015},
journal = {Sci. China Inf. Sci.},
author = {{Deyu Meng} and {Biao Zhang 005} and {Zongben Xu} and {Lei Zhang 006} and {Chenqiang Gao}}
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title = {New Trends of Learning in Computational Intelligence [Guest Editorial].},
year = {2015},
journal = {IEEE Comput. Intell. Mag.},
author = {{Guang-Bin Huang} and {Erik Cambria} and {Kar-Ann Toh} and {Bernard Widrow} and {Zongben Xu}}
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title = {New Trends of Learning in Computational Intelligence (Part II) [Guest Editorial].},
year = {2015},
journal = {IEEE Comput. Intell. Mag.},
author = {{Guang-Bin Huang} and {Erik Cambria} and {Kar-Ann Toh} and {Bernard Widrow} and {Zongben Xu}}
}
@article{journals/corr/CaoW0MYCX15,
title = {A Novel Tensor Robust PCA Approach for Background Subtraction from Compressive Measurements.},
year = {2015},
journal = {CoRR},
author = {{Wenfei Cao} and {Yao Wang 003} and {Jian Sun 009} and {Deyu Meng} and {Can Yang 002} and {Andrzej Cichocki} and {Zongben Xu}}
}
@article{journals/corr/LiSWXC15,
title = {Deep Representation of Facial Geometric and Photometric Attributes for Automatic 3D Facial Expression Recognition.},
year = {2015},
journal = {CoRR},
author = {{Huibin Li} and {Jian Sun 009} and {Dong Wang} and {Zongben Xu} and {Liming Chen 002}}
}
@article{journals/corr/XuLWX15,
title = {Shrinkage degree in L2-re-scale boosting for regression.},
year = {2015},
journal = {CoRR},
author = {{Lin Xu} and {Shaobo Lin} and {Yao Wang 003} and {Zongben Xu}}
}
@article{journals/ijon/CaoWYCHX15,
title = {Folded-concave penalization approaches to tensor completion.},
year = {2015},
journal = {Neurocomputing},
author = {{Wenfei Cao} and {Yao Wang 003} and {Can Yang 002} and {Xiangyu Chang} and {Zhi Han} and {Zongben Xu}}
}
@article{journals/ijon/ZhaoMXG15,
title = {A block coordinate descent approach for sparse principal component analysis.},
year = {2015},
journal = {Neurocomputing},
author = {{Qian Zhao 002} and {Deyu Meng} and {Zongben Xu} and {Chenqiang Gao}}
}
@article{journals/jcam/ZhangLX15,
title = {On parallel multisplitting block iterative methods for linear systems arising in the numerical solution of Euler equations.},
year = {2015},
journal = {J. Comput. Appl. Math.},
author = {{Cheng-Yi Zhang} and {Shuanghua Luo} and {Zongben Xu}}
}
@article{journals/jmiv/HanXZ15,
title = {Video Primal Sketch: A Unified Middle-Level Representation for Video.},
year = {2015},
journal = {J. Math. Imaging Vis.},
author = {{Zhi Han} and {Zongben Xu} and {Song-Chun Zhu}}
}
@article{journals/nn/LinZXX15,
title = {Jackson-type inequalities for spherical neural networks with doubling weights.},
year = {2015},
journal = {Neural Networks},
author = {{Shaobo Lin} and {Jinshan Zeng} and {Lin Xu} and {Zongben Xu}}
}
@article{journals/npl/LinZX15,
title = {Error Estimate for Spherical Neural Networks Interpolation.},
year = {2015},
journal = {Neural Process. Lett.},
author = {{Shaobo Lin} and {Jinshan Zeng} and {Zongben Xu}}
}
@article{journals/tcyb/XuTZXLLZ15,
title = {The Generalization Ability of SVM Classification Based on Markov Sampling.},
year = {2015},
journal = {IEEE Trans. Cybern.},
author = {{Jie Xu 006} and {Yuan Yan Tang} and {Bin Zou 002} and {Zongben Xu} and {Luoqing Li} and {Yang Lu 009} and {Baochang Zhang 001}}
}
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title = {Color Image Denoising via Discriminatively Learned Iterative Shrinkage.},
year = {2015},
journal = {IEEE Trans. Image Process.},
author = {{Jian Sun 009} and {Jian Sun 001} and {Zongben Xu}}
}
@article{journals/tnn/LinLFX15,
title = {Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II).},
year = {2015},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Shaobo Lin} and {Xia Liu} and {Jian Fang 001} and {Zongben Xu}}
}
@article{journals/tnn/LiuLFX15,
title = {Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part I).},
year = {2015},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Xia Liu} and {Shaobo Lin} and {Jian Fang 001} and {Zongben Xu}}
}
@article{journals/tnn/XuTZXLL15,
title = {The Generalization Ability of Online SVM Classification Based on Markov Sampling.},
year = {2015},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Jie Xu 006} and {Yuan Yan Tang} and {Bin Zou 002} and {Zongben Xu} and {Luoqing Li} and {Yang Lu 009}}
}
@article{journals/tnn/ZhaoMXZY15,
title = {L1-Norm Low-Rank Matrix Factorization by Variational Bayesian Method.},
year = {2015},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Qian Zhao 002} and {Deyu Meng} and {Zongben Xu} and {Wangmeng Zuo} and {Yan Yan 002}}
}
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title = {Linear Convergence of Adaptively Iterative Thresholding Algorithms for Compressed Sensing.},
year = {2015},
journal = {IEEE Trans. Signal Process.},
author = {{Yu Wang 075} and {Jinshan Zeng} and {Zhimin Peng} and {Xiangyu Chang} and {Zongben Xu}}
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title = {A multi-phase multiobjective approach based on decomposition for sparse reconstruction.},
year = {2016},
booktitle = {CEC},
author = {{Hui Li 020} and {Yuanyuan Fan} and {Qingfu Zhang 001} and {Zongben Xu} and {Jingda Deng}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cvpr/XieZMXGZZ16,
title = {Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization.},
year = {2016},
booktitle = {CVPR},
author = {{Qi Xie} and {Qian Zhao 002} and {Deyu Meng} and {Zongben Xu} and {Shuhang Gu} and {Wangmeng Zuo} and {Lei Zhang 006}},
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/miccai/Yang0LWX16,
title = {Deep Fusion Net for Multi-atlas Segmentation: Application to Cardiac MR Images.},
year = {2016},
booktitle = {MICCAI (2)},
author = {{Heran Yang} and {Jian Sun 009} and {Huibin Li} and {Lisheng Wang} and {Zongben Xu}},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II}
}
@inproceedings{conf/nips/Yang0LX16,
title = {Deep ADMM-Net for Compressive Sensing MRI.},
year = {2016},
booktitle = {NIPS},
author = {{Yan Yang 007} and {Jian Sun 001} and {Huibin Li} and {Zongben Xu}},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}
}
@article{journals/bioinformatics/FangLSXCW16,
title = {Joint sparse canonical correlation analysis for detecting differential imaging genetics modules.},
year = {2016},
journal = {Bioinform.},
author = {{Jian Fang 001} and {Dongdong Lin} and {S. Charles Schulz} and {Zongben Xu} and {Vince D. Calhoun} and {Yu-Ping Wang 002}}
}
@article{journals/chinaf/XuLX16,
title = {Learning capability of the truncated greedy algorithm.},
year = {2016},
journal = {Sci. China Inf. Sci.},
author = {{Lin Xu} and {Shaobo Lin} and {Zongben Xu}}
}
@article{journals/corr/CaoZMCX16,
title = {Low-rank Matrix Factorization under General Mixture Noise Distributions.},
year = {2016},
journal = {CoRR},
author = {{Xiangyong Cao} and {Qian Zhao 002} and {Deyu Meng} and {Yang Chen} and {Zongben Xu}}
}
@article{journals/corr/XuLZLX16,
title = {Greedy Criterion in Orthogonal Greedy Learning.},
year = {2016},
journal = {CoRR},
author = {{Lin Xu} and {Shaobo Lin} and {Jinshan Zeng} and {Xia Liu} and {Zongben Xu}}
}
@article{journals/iet-spr/He00X16,
title = {Block-sparse compressed sensing with partially known signal support via non-convex minimisation.},
year = {2016},
journal = {IET Signal Process.},
author = {{Shiying He} and {Yao Wang 003} and {Jianjun Wang 003} and {Zongben Xu}}
}
@article{journals/kbs/FangLX16,
title = {Learning and approximation capabilities of orthogonal super greedy algorithm.},
year = {2016},
journal = {Knowl. Based Syst.},
author = {{Jian Fang 001} and {Shaobo Lin} and {Zongben Xu}}
}
@article{journals/kbs/YangXCX16,
title = {Re-scale AdaBoost for attack detection in collaborative filtering recommender systems.},
year = {2016},
journal = {Knowl. Based Syst.},
author = {{Zhihai Yang} and {Lin Xu} and {Zhongmin Cai} and {Zongben Xu}}
}
@article{journals/oms/XuLX16,
title = {An efficient optimization approach for a cardinality-constrained index tracking problem.},
year = {2016},
journal = {Optim. Methods Softw.},
author = {{Fengmin Xu} and {Zhaosong Lu} and {Zongben Xu}}
}
@article{journals/tcyb/GongZX16,
title = {Learning With ℓ1-Regularizer Based on Markov Resampling.},
year = {2016},
journal = {IEEE Trans. Cybern.},
author = {{Tieliang Gong} and {Bin Zou 002} and {Zongben Xu}}
}
@article{journals/tip/CaoW0MYCX16,
title = {Total Variation Regularized Tensor RPCA for Background Subtraction From Compressive Measurements.},
year = {2016},
journal = {IEEE Trans. Image Process.},
author = {{Wenfei Cao} and {Yao Wang 003} and {Jian Sun 009} and {Deyu Meng} and {Can Yang 002} and {Andrzej Cichocki} and {Zongben Xu}}
}
@article{journals/tip/CaoZMCX16,
title = {Robust Low-Rank Matrix Factorization Under General Mixture Noise Distributions.},
year = {2016},
journal = {IEEE Trans. Image Process.},
author = {{Xiangyong Cao} and {Qian Zhao 002} and {Deyu Meng} and {Yang Chen} and {Zongben Xu}}
}
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title = {Sparse Regularization: Convergence Of Iterative Jumping Thresholding Algorithm.},
year = {2016},
journal = {IEEE Trans. Signal Process.},
author = {{Jinshan Zeng} and {Shaobo Lin} and {Zongben Xu}}
}
@inproceedings{conf/iccv/WeiYXZMX17,
title = {Should We Encode Rain Streaks in Video as Deterministic or Stochastic?},
year = {2017},
booktitle = {ICCV},
author = {{Wei Wei} and {Lixuan Yi} and {Qi Xie} and {Qian Zhao 002} and {Deyu Meng} and {Zongben Xu}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017}
}
@inproceedings{conf/igarss/BiXCX17,
title = {Polsar image classification based on three-dimensional wavelet texture features and Markov random field.},
year = {2017},
booktitle = {IGARSS},
author = {{Haixia Bi} and {Lin Xu} and {Xiangyong Cao} and {Zongben Xu}},
publisher = {IEEE},
booktitle = {2017 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017, Fort Worth, TX, USA, July 23-28, 2017}
}
@article{journals/bioinformatics/DaiMCLYWX17,
title = {IGESS: a statistical approach to integrating individual-level genotype data and summary statistics in genome-wide association studies.},
year = {2017},
journal = {Bioinform.},
author = {{Mingwei Dai} and {Jingsi Ming} and {Mingxuan Cai} and {Jin Liu 011} and {Can Yang 002} and {Xiang Wan} and {Zongben Xu}}
}
@article{journals/corr/CaoZXMXP17,
title = {Hyperspectral Image Segmentation with Markov Random Fields and a Convolutional Neural Network.},
year = {2017},
journal = {CoRR},
author = {{Xiangyong Cao} and {Feng Zhou 001} and {Lin Xu} and {Deyu Meng} and {Zongben Xu} and {John W. Paisley}}
}
@article{journals/corr/WangWZMX17,
title = {SPLBoost: An Improved Robust Boosting Algorithm Based on Self-paced Learning.},
year = {2017},
journal = {CoRR},
author = {{Kaidong Wang} and {Yao Wang 003} and {Qian Zhao 002} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/corr/YangSLX17,
title = {ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI.},
year = {2017},
journal = {CoRR},
author = {{Yan Yang 007} and {Jian Sun 009} and {Huibin Li} and {Zongben Xu}}
}
@article{journals/ijon/CaoXMZX17,
title = {Integration of 3-dimensional discrete wavelet transform and Markov random field for hyperspectral image classification.},
year = {2017},
journal = {Neurocomputing},
author = {{Xiangyong Cao} and {Lin Xu} and {Deyu Meng} and {Qian Zhao 002} and {Zongben Xu}}
}
@article{journals/neco/GongXC17,
title = {Generalization Analysis of Fredholm Kernel Regularized Classifiers.},
year = {2017},
journal = {Neural Comput.},
author = {{Tieliang Gong} and {Zongben Xu} and {Hong Chen 004}}
}
@article{journals/tgrs/Bi0X17,
title = {Unsupervised PolSAR Image Classification Using Discriminative Clustering.},
year = {2017},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Haixia Bi} and {Jian Sun 009} and {Zongben Xu}}
}
@article{journals/tmi/XieZZMXLM17,
title = {Robust Low-Dose CT Sinogram Preprocessing via Exploiting Noise-Generating Mechanism.},
year = {2017},
journal = {IEEE Trans. Medical Imaging},
author = {{Qi Xie} and {Dong Zeng} and {Qian Zhao 002} and {Deyu Meng} and {Zongben Xu} and {Zhengrong Liang} and {Jianhua Ma 001}}
}
@article{journals/tmi/ZengXCLZZHBMXLC17,
title = {Low-Dose Dynamic Cerebral Perfusion Computed Tomography Reconstruction via Kronecker-Basis-Representation Tensor Sparsity Regularization.},
year = {2017},
journal = {IEEE Trans. Medical Imaging},
author = {{Dong Zeng} and {Qi Xie} and {Wenfei Cao} and {Jiahui Lin} and {Hao Zhang 026} and {Shanli Zhang} and {Jing Huang 018} and {Zhaoying Bian} and {Deyu Meng} and {Zongben Xu} and {Zhengrong Liang} and {Wufan Chen} and {Jianhua Ma 001}}
}
@article{journals/tmm/LiSXC17,
title = {Multimodal 2D+3D Facial Expression Recognition With Deep Fusion Convolutional Neural Network.},
year = {2017},
journal = {IEEE Trans. Multim.},
author = {{Huibin Li} and {Jian Sun 009} and {Zongben Xu} and {Liming Chen 002}}
}
@article{journals/tmm/ZhuLZXYW17,
title = {Graph PCA Hashing for Similarity Search.},
year = {2017},
journal = {IEEE Trans. Multim.},
author = {{Xiaofeng Zhu 001} and {Xuelong Li 001} and {Shichao Zhang} and {Zongben Xu} and {Litao Yu} and {Can Wang 004}}
}
@article{journals/tnn/XuLWX17,
title = {Shrinkage Degree in L2-Rescale Boosting for Regression.},
year = {2017},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Lin Xu} and {Shaobo Lin} and {Yao Wang 003} and {Zongben Xu}}
}
@article{journals/tvcg/LanWSWYSXX17,
title = {Improving Separability of Structures with Similar Attributes in 2D Transfer Function Design.},
year = {2017},
journal = {IEEE Trans. Vis. Comput. Graph.},
author = {{Shouren Lan} and {Lisheng Wang} and {Yipeng Song} and {Yu-Ping Wang 002} and {Liping Yao} and {Kun Sun} and {Bin Xia} and {Zongben Xu}}
}
@inproceedings{conf/aaai/GongWYXL18,
title = {Margin Based PU Learning.},
year = {2018},
booktitle = {AAAI},
author = {{Tieliang Gong} and {Guangtao Wang} and {Jieping Ye} and {Zongben Xu} and {Ming Lin}},
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/miccai/YangSCZLXP18,
title = {Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN.},
year = {2018},
booktitle = {DLMIA/ML-CDS@MICCAI},
author = {{Heran Yang} and {Jian Sun 009} and {Aaron Carass} and {Can Zhao 001} and {Junghoon Lee} and {Zongben Xu} and {Jerry L. Prince}},
publisher = {Springer},
booktitle = {Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support - 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings}
}
@article{journals/chinaf/WangCX18,
title = {Convergence of multi-block Bregman ADMM for nonconvex composite problems.},
year = {2018},
journal = {Sci. China Inf. Sci.},
author = {{Fenghui Wang} and {Wenfei Cao} and {Zongben Xu}}
}
@article{journals/corr/abs-1807-11078,
title = {Semi-supervised CNN for Single Image Rain Removal.},
year = {2018},
journal = {CoRR},
author = {{Wei Wei} and {Deyu Meng} and {Qian Zhao 002} and {Zongben Xu}}
}
@article{journals/corr/abs-1808-04572,
title = {Small Sample Learning in Big Data Era.},
year = {2018},
journal = {CoRR},
author = {{Jun Shu} and {Zongben Xu} and {Deyu Meng}}
}
@article{journals/ijon/ChenWSCFLHX18,
title = {Diverse lesion detection from retinal images by subspace learning over normal samples.},
year = {2018},
journal = {Neurocomputing},
author = {{Benzhi Chen} and {Lisheng Wang} and {Jian Sun 009} and {Huai Chen} and {Yinghua Fu} and {Shouren Lan} and {Yijie Huang} and {Zongben Xu}}
}
@article{journals/ijon/YaoCZMX18,
title = {Robust subspace clustering via penalized mixture of Gaussians.},
year = {2018},
journal = {Neurocomputing},
author = {{Jing Yao 002} and {Xiangyong Cao} and {Qian Zhao 002} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/mia/YangSLWX18,
title = {Neural multi-atlas label fusion: Application to cardiac MR images.},
year = {2018},
journal = {Medical Image Anal.},
author = {{Heran Yang} and {Jian Sun 009} and {Huibin Li} and {Lisheng Wang} and {Zongben Xu}}
}
@article{journals/pami/XieZMX18,
title = {Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery.},
year = {2018},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Qi Xie} and {Qian Zhao 002} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/tcyb/ChenCZMX18,
title = {Denoising Hyperspectral Image With Non-i.i.d. Noise Structure.},
year = {2018},
journal = {IEEE Trans. Cybern.},
author = {{Yang Chen} and {Xiangyong Cao} and {Qian Zhao 002} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/tcyb/XuLZLFX18,
title = {Greedy Criterion in Orthogonal Greedy Learning.},
year = {2018},
journal = {IEEE Trans. Cybern.},
author = {{Lin Xu} and {Shaobo Lin} and {Jinshan Zeng} and {Xia Liu} and {Yi Fang 006} and {Zongben Xu}}
}
@article{journals/tip/CaoZXMXP18,
title = {Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network.},
year = {2018},
journal = {IEEE Trans. Image Process.},
author = {{Xiangyong Cao} and {Feng Zhou 001} and {Lin Xu} and {Deyu Meng} and {Zongben Xu} and {John W. Paisley}}
}
@article{journals/tnn/LiZDX18,
title = {A Preference-Based Multiobjective Evolutionary Approach for Sparse Optimization.},
year = {2018},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Hui Li 020} and {Qingfu Zhang 001} and {Jingda Deng} and {Zong-Ben Xu}}
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@inproceedings{conf/aaai/Wang0X19,
title = {HyperAdam: A Learnable Task-Adaptive Adam for Network Training.},
year = {2019},
booktitle = {AAAI},
author = {{Shipeng Wang} and {Jian Sun 009} and {Zongben Xu}},
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/cvpr/WeiMZXW19,
title = {Semi-Supervised Transfer Learning for Image Rain Removal.},
year = {2019},
booktitle = {CVPR},
author = {{Wei Wei} and {Deyu Meng} and {Qian Zhao 002} and {Zongben Xu} and {Ying Wu}},
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/XieZ0MZX19,
title = {Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net.},
year = {2019},
booktitle = {CVPR},
author = {{Qi Xie} and {Minghao Zhou} and {Qian Zhao 002} and {Deyu Meng} and {Wangmeng Zuo} and {Zongben Xu}},
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/icc/ZhangXM0X19,
title = {Robust CSI Estimation Under Complex Communication Environment.},
year = {2019},
booktitle = {ICC},
author = {{Haipei Zhang} and {Jiang Xue 001} and {Deyu Meng} and {Qian Zhao 002} and {Zongben Xu}},
publisher = {IEEE},
booktitle = {2019 IEEE International Conference on Communications, ICC 2019, Shanghai, China, May 20-24, 2019}
}
@inproceedings{conf/igarss/BiXWHCXX19,
title = {Unsupervised PolSAR Image Factorization with Deep Convolutional Networks.},
year = {2019},
booktitle = {IGARSS},
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publisher = {IEEE},
booktitle = {2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019, Yokohama, Japan, July 28 - August 2, 2019}
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publisher = {IEEE},
booktitle = {2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019, Yokohama, Japan, July 28 - August 2, 2019}
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booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada.}
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journal = {IEEE Trans. Geosci. Remote. Sens.},
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year = {2019},
journal = {IEEE Trans. Geosci. Remote. Sens.},
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year = {2020},
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author = {{Jing Yao 002} and {Danfeng Hong} and {Jocelyn Chanussot} and {Deyu Meng} and {Xiaoxiang Zhu 001} and {Zongben Xu}},
publisher = {Springer},
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year = {2020},
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title = {Model-Driven Deep Attention Network for Ultra-fast Compressive Sensing MRI Guided by Cross-contrast MR Image.},
year = {2020},
booktitle = {MICCAI (2)},
author = {{Yan Yang 007} and {Na Wang} and {Heran Yang} and {Jian Sun 009} and {Zongben Xu}},
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title = {Learning to Mutate for Differential Evolution.},
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title = {Training Networks in Null Space of Feature Covariance for Continual Learning.},
year = {2021},
booktitle = {CVPR},
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booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021}
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title = {A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation.},
year = {2021},
booktitle = {MICCAI (3)},
author = {{Heran Yang} and {Jian Sun 009} and {Liwei Yang} and {Zongben Xu}},
publisher = {Springer},
booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part III}
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title = {Adversarial Reweighting for Partial Domain Adaptation.},
year = {2021},
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year = {2021},
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title = {Robust online rain removal for surveillance videos with dynamic rains.},
year = {2021},
journal = {Knowl. Based Syst.},
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title = {OMMDE-Net: A Deep Learning-Based Global Optimization Method for Seismic Inversion.},
year = {2021},
journal = {IEEE Geosci. Remote. Sens. Lett.},
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year = {2021},
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publisher = {Springer},
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year = {2022},
booktitle = {GECCO Companion},
author = {{Haotian Zhang} and {Jialong Shi} and {Jianyong Sun} and {Zongben Xu}},
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booktitle = {SIGMOD Conference},
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booktitle = {VTC Fall},
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publisher = {IEEE},
booktitle = {96th Vehicular Technology Conference, VTC Fall 2022, London, United Kingdom, September 26-29, 2022}
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title = {MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion.},
year = {2022},
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year = {2022},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Zhaoqi Gao} and {Sichao Hu} and {Chuang Li 003} and {Hongling Chen} and {Xiudi Jiang} and {Zhibin Pan} and {Jinghuai Gao} and {Zongben Xu}}
}
@article{journals/tgrs/GaoYLLWDGX22,
title = {Self-Supervised Deep Learning for Nonlinear Seismic Full Waveform Inversion.},
year = {2022},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Zhaoqi Gao} and {Wei Yang} and {Chuang Li 003} and {Feipeng Li} and {Qingzhen Wang} and {Jicai Ding} and {Jinghuai Gao} and {Zongben Xu}}
}
@article{journals/tgrs/LiuHGXWL22,
title = {Quantum-Enhanced Deep Learning-Based Lithology Interpretation From Well Logs.},
year = {2022},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Naihao Liu} and {Teng Huang} and {Jinghuai Gao} and {Zongben Xu} and {Daxing Wang} and {Fangyu Li}}
}
@article{journals/tgrs/LiuLWGX22,
title = {Ground-Roll Separation and Attenuation Using Curvelet-Based Multichannel Variational Mode Decomposition.},
year = {2022},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Naihao Liu} and {Fangyu Li} and {Dehua Wang} and {Jinghuai Gao} and {Zongben Xu}}
}
@article{journals/tgrs/XuGHGX22,
title = {Simultaneous Inversion for Reflectivity and Q Using Nonstationary Seismic Data With Deep-Learning-Based Decoupling.},
year = {2022},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Linan Xu} and {Zhaoqi Gao} and {Sichao Hu} and {Jinghuai Gao} and {Zongben Xu}}
}
@article{journals/tgrs/YaoCHWMCX22,
title = {Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification.},
year = {2022},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Jing Yao 002} and {Xiangyong Cao} and {Danfeng Hong} and {Xin Wu} and {Deyu Meng} and {Jocelyn Chanussot} and {Zongben Xu}}
}
@article{journals/tgrs/YaoHXMCX22,
title = {Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing.},
year = {2022},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Jing Yao 002} and {Danfeng Hong} and {Lin Xu} and {Deyu Meng} and {Jocelyn Chanussot} and {Zongben Xu}}
}
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title = {Maximum Likelihood Line Spectral Estimation in the Signal Domain: A Rank-Constrained Structured Matrix Recovery Approach.},
year = {2022},
journal = {IEEE Trans. Signal Process.},
author = {{Xunmeng Wu} and {Zai Yang} and {Petre Stoica} and {Zongben Xu}}
}
@article{journals/tsp/ZhangSXLX22,
title = {Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection.},
year = {2022},
journal = {IEEE Trans. Signal Process.},
author = {{Yiqing Zhang} and {Jianyong Sun} and {Jiang Xue 001} and {Geoffrey Ye Li} and {Zongben Xu}}
}
@article{journals/twc/DuDXMZX22,
title = {Robust Online CSI Estimation in a Complex Environment.},
year = {2022},
journal = {IEEE Trans. Wirel. Commun.},
author = {{Heng Du} and {Yun Deng} and {Jiang Xue 001} and {Deyu Meng} and {Qian Zhao 002} and {Zongben Xu}}
}
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title = {Spectral Super-Resolution on the Unit Circle Via Gradient Descent.},
year = {2023},
booktitle = {ICASSP},
author = {{Xunmeng Wu} and {Zai Yang} and {Jian-Feng Cai 001} and {Zongben Xu}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023}
}
@inproceedings{conf/iccv/YuLZSLLXXZX23,
title = {Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images.},
year = {2023},
booktitle = {ICCV},
author = {{Cuican Yu} and {Guansong Lu} and {Yihan Zeng} and {Jian Sun} and {Xiaodan Liang} and {Huibin Li} and {Zongben Xu} and {Songcen Xu} and {Wei Zhang} and {Hang Xu}},
publisher = {IEEE},
booktitle = {IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023}
}
@inproceedings{conf/nips/0005YSX23,
title = {Optimal Transport-Guided Conditional Score-Based Diffusion Model.},
year = {2023},
booktitle = {NeurIPS},
author = {{Xiang Gu 005} and {Liwei Yang} and {Jian Sun} and {Zongben Xu}},
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.}
}
@inproceedings{conf/ssp/WuYWX23,
title = {Source Localization for Constant Modulus Signals Using a Structured Matrix Recovery Technique (SMART).},
year = {2023},
booktitle = {SSP},
author = {{Xunmeng Wu} and {Zai Yang} and {Zhiqiang Wei} and {Zongben Xu}},
publisher = {IEEE},
booktitle = {IEEE Statistical Signal Processing Workshop, SSP 2023, Hanoi, Vietnam, July 2-5, 2023}
}
@article{journals/corr/abs-2301-07306,
title = {Improve Noise Tolerance of Robust Loss via Noise-Awareness.},
year = {2023},
journal = {CoRR},
author = {{Kehui Ding} and {Jun Shu} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/corr/abs-2303-13102,
title = {Keypoint-Guided Optimal Transport.},
year = {2023},
journal = {CoRR},
author = {{Xiang Gu 005} and {Yucheng Yang} and {Wei Zeng} and {Jian Sun 009} and {Zongben Xu}}
}
@article{journals/corr/abs-2305-07892,
title = {DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning.},
year = {2023},
journal = {CoRR},
author = {{Jun Shu} and {Xiang Yuan} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/corr/abs-2308-16758,
title = {Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images.},
year = {2023},
journal = {CoRR},
author = {{Cuican Yu} and {Guansong Lu} and {Yihan Zeng} and {Jian Sun 009} and {Xiaodan Liang} and {Huibin Li} and {Zongben Xu} and {Songcen Xu} and {Wei Zhang 196} and {Hang Xu}}
}
@article{journals/corr/abs-2311-01226,
title = {Optimal Transport-Guided Conditional Score-Based Diffusion Models.},
year = {2023},
journal = {CoRR},
author = {{Xiang Gu 005} and {Liwei Yang} and {Jian Sun} and {Zongben Xu}}
}
@article{journals/corr/abs-2312-15701,
title = {Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration.},
year = {2023},
journal = {CoRR},
author = {{Jiahong Fu} and {Qi Xie} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/isci/ZhangSXS23,
title = {Learning unified mutation operator for differential evolution by natural evolution strategies.},
year = {2023},
journal = {Inf. Sci.},
author = {{Haotian Zhang} and {Jianyong Sun} and {Zongben Xu} and {Jialong Shi}}
}
@article{journals/ivc/Pu0TX23,
title = {Deep expectation-maximization network for unsupervised image segmentation and clustering.},
year = {2023},
journal = {Image Vis. Comput.},
author = {{Yannan Pu} and {Jian Sun 009} and {Niansheng Tang} and {Zongben Xu}}
}
@article{journals/jmlr/ShuMX23,
title = {Learning an Explicit Hyper-parameter Prediction Function Conditioned on Tasks.},
year = {2023},
journal = {J. Mach. Learn. Res.},
author = {{Jun Shu} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/pr/YuZLSX23,
title = {Meta-learning-based adversarial training for deep 3D face recognition on point clouds.},
year = {2023},
journal = {Pattern Recognit.},
author = {{Cuican Yu} and {Zihui Zhang} and {Huibin Li} and {Jian Sun 009} and {Zongben Xu}}
}
@article{journals/tci/WangYYLXS23,
title = {MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging.},
year = {2023},
journal = {IEEE Trans. Computational Imaging},
author = {{Jiazhen Wang} and {Yan Yang 007} and {Heran Yang} and {Chunfeng Lian} and {Zongben Xu} and {Jian Sun 009}}
}
@article{journals/tgrs/LiGGLWSX23,
title = {Generating Azimuth-Reflection Angle Gathers From Reverse Time Migration Using the High-Dimensional Local Phase Space Approximation of Seismic Wavefields.},
year = {2023},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Feipeng Li} and {Jinghuai Gao} and {Zhaoqi Gao} and {Chuang Li 003} and {Qingzhen Wang} and {Wenbo Sun} and {Zongben Xu}}
}
@article{journals/tsp/WuYX23,
title = {Multichannel Frequency Estimation in Challenging Scenarios via Structured Matrix Embedding and Recovery (StruMER).},
year = {2023},
journal = {IEEE Trans. Signal Process.},
author = {{Xunmeng Wu} and {Zai Yang} and {Zongben Xu}}
}
@article{journals/cim/ZhangSBZX23,
title = {Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier].},
year = {2023},
month = {February},
journal = {IEEE Comput. Intell. Mag.},
author = {{Haotian Zhang} and {Jianyong Sun} and {Thomas Bäck} and {Qingfu Zhang 001} and {Zongben Xu}}
}
@article{journals/pami/ShuZZMX23,
title = {MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks.},
year = {2023},
month = {March},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Jun Shu} and {Yanwen Zhu} and {Qian Zhao 002} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/pami/XieZXM23,
title = {Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions.},
year = {2023},
month = {April},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Qi Xie} and {Qian Zhao 002} and {Zongben Xu} and {Deyu Meng}}
}
@article{journals/tetci/ZhangSTX23,
title = {Learning Adaptive Differential Evolution by Natural Evolution Strategies.},
year = {2023},
month = {June},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Haotian Zhang} and {Jianyong Sun} and {Kay Chen Tan} and {Zongben Xu}}
}
@article{journals/twc/YangGXZX23,
title = {MIMO Detector Selection With Federated Learning.},
year = {2023},
month = {July},
journal = {IEEE Trans. Wirel. Commun.},
author = {{Yuwen Yang} and {Feifei Gao} and {Jiang Xue 001} and {Ting Zhou} and {Zongben Xu}}
}
@article{journals/siamis/YangWWSX23,
title = {An Unrolled Implicit Regularization Network for Joint Image and Sensitivity Estimation in Parallel MR Imaging with Convergence Guarantee.},
year = {2023},
month = {September},
journal = {SIAM J. Imaging Sci.},
author = {{Yan Yang 007} and {Yizhou Wang 006} and {Jiazhen Wang} and {Jian Sun} and {Zongben Xu}}
}
@article{journals/tcyb/ZhengSZX23,
title = {Continuous Encoding for Overlapping Community Detection in Attributed Network.},
year = {2023},
month = {September},
journal = {IEEE Trans. Cybern.},
author = {{Wei Zheng 004} and {Jianyong Sun} and {Qingfu Zhang 001} and {Zongben Xu}}
}
@article{journals/pami/LiWSX23,
title = {Variational Data-Free Knowledge Distillation for Continual Learning.},
year = {2023},
month = {October},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Xiaorong Li} and {Shipeng Wang} and {Jian Sun 009} and {Zongben Xu}}
}
@article{journals/pami/ShuYMX23,
title = {CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning.},
year = {2023},
month = {October},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Jun Shu} and {Xiang Yuan} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/tetci/ZhangSWSX23,
title = {Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm.},
year = {2023},
month = {October},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Haotian Zhang} and {Jianyong Sun} and {Yuhao Wang} and {Jialong Shi} and {Zongben Xu}}
}
@article{journals/jcphy/WangGSX23,
title = {Learning-based local weighted least squares for algebraic multigrid method.},
year = {2023},
month = {November},
journal = {J. Comput. Phys.},
author = {{Fan Wang} and {Xiang Gu 005} and {Jian Sun} and {Zongben Xu}}
}
@article{journals/chinaf/HuXLZMX23,
title = {Robust channel estimation based on the maximum entropy principle.},
year = {2023},
month = {December},
journal = {Sci. China Inf. Sci.},
author = {{Zhengyang Hu} and {Jiang Xue 001} and {Feng Li} and {Qian Zhao} and {Deyu Meng} and {Zongben Xu}}
}
@article{journals/pr/LiWSX23,
title = {Memory efficient data-free distillation for continual learning.},
year = {2023},
month = {December},
journal = {Pattern Recognit.},
author = {{Xiaorong Li} and {Shipeng Wang} and {Jian Sun} and {Zongben Xu}}
}
@article{journals/tetci/LiuSZWX23,
title = {Learning to Learn Evolutionary Algorithm: A Learnable Differential Evolution.},
year = {2023},
month = {December},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Xin Liu 078} and {Jianyong Sun} and {Qingfu Zhang 001} and {Zhenkun Wang} and {Zongben Xu}}
}
@article{journals/tmi/YangSX23,
title = {Learning Unified Hyper-Network for Multi-Modal MR Image Synthesis and Tumor Segmentation With Missing Modalities.},
year = {2023},
month = {December},
journal = {IEEE Trans. Medical Imaging},
author = {{Heran Yang} and {Jian Sun 009} and {Zongben Xu}}
}
@article{journals/tvt/XuSX23,
title = {Robust Frequency Selective Precoding for Downlink Massive MIMO in 5G Broadband System.},
year = {2023},
month = {December},
journal = {IEEE Trans. Veh. Technol.},
author = {{Qian Xu} and {Jianyong Sun} and {Zongben Xu}}
}
@article{journals/twc/HuGZLX23,
title = {Understanding Deep MIMO Detection.},
year = {2023},
month = {December},
journal = {IEEE Trans. Wirel. Commun.},
author = {{Qiang Hu} and {Feifei Gao} and {Hao Zhang} and {Geoffrey Ye Li} and {Zongben Xu}}
}
@article{journals/kbs/KongSX24,
title = {Joint orthogonal symmetric non-negative matrix factorization for community detection in attribute network.},
year = {2024},
month = {January},
journal = {Knowl. Based Syst.},
author = {{Qingming Kong} and {Jianyong Sun} and {Zongben Xu}}
}
@article{journals/tvt/ZhangSXX24,
title = {Improving Signal Detector by Precoding in Uplink Multiuser MIMO System.},
year = {2024},
month = {January},
journal = {IEEE Trans. Veh. Technol.},
author = {{Yiqing Zhang} and {Jianyong Sun} and {Jiang Xue 001} and {Zongben Xu}}
}
@article{journals/mlc/ChenLLSXY24,
title = {Entropy regularized fuzzy nonnegative matrix factorization for data clustering.},
year = {2024},
month = {February},
journal = {Int. J. Mach. Learn. Cybern.},
author = {{Kun Chen} and {Junchen Liang} and {Junmin Liu} and {Weilin Shen} and {Zongben Xu} and {Zhengjian Yao}}
}
@article{journals/tcyb/KongSZX24,
title = {Probabilistic Matrix Factorization for Data With Attributes Based on Finite Mixture Modeling.},
year = {2024},
month = {February},
journal = {IEEE Trans. Cybern.},
author = {{Qingming Kong} and {Jianyong Sun} and {Yongquan Zhang} and {Zongben Xu}}
}
@article{journals/tmc/WangYSZXQWX24,
title = {Robust Saliency-Driven Quality Adaptation for Mobile 360-Degree Video Streaming.},
year = {2024},
month = {February},
journal = {IEEE Trans. Mob. Comput.},
author = {{Shibo Wang} and {Shusen Yang} and {Hairong Su} and {Cong Zhao 001} and {Chenren Xu} and {Feng Qian} and {Nanbin Wang} and {Zongben Xu}}
}
@article{journals/pami/GuSX24,
title = {Unsupervised and Semi-Supervised Robust Spherical Space Domain Adaptation.},
year = {2024},
month = {March},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Xiang Gu 005} and {Jian Sun 009} and {Zongben Xu}}
}