@article{xu2017_ALR,
author = {S. {Xu} and P. {Wang}},
title = {Identifying important nodes by adaptive {LeaderRank}},
journal = {Physica A: Statistical Mechanics and its Applications},
volume = {469},
number = {},
pages = {654--664},
month = {Mar.},
year = {2017},
}
@article{xu2017_ING,
author = {S. {Xu} and P. {Wang} and J. {L{\"{u}}}},
title = {Iterative Neighbour-Information Gathering for Ranking Nodes in Complex Networks},
journal = {Sci. Rep.},
volume = {7},
pages = {41321},
month = {Jan.},
year = {2017},
}
@article{wang2017_SCGC,
author = {P. {Wang} and S. {Xu}},
title = {Spectral coarse grained controllability of complex networks},
journal = {Physica A: Statistical Mechanics and its Applications},
volume = {478},
pages = {168--176},
month = {July},
year = {2017},
}
@article{xu2019_SR,
author = {S. {Xu} and P. {Wang} and C. {Zhang} and J. {L{\"{u}}}},
title = {Spectral Learning Algorithm Reveals Propagation Capability of Complex Networks},
journal = {{IEEE} Trans. Cybern.},
volume = {49},
number = {12},
pages = {4253--4261},
month = {Dec.},
year = {2019},
}
@article{xu2019_SVDRank,
author = {S. {Xu} and P. {Wang} and C. {Zhang}},
title = {Identification of influential spreaders in bipartite networks: A singular value decomposition approach},
journal = {Physica A: Statistical Mechanics and its Applications},
volume = {513},
pages = {297–-306},
month = {Jan.},
year = {2019},
}
@article{zhang2019_vbvslogit,
author = {C. {Zhang} and S. {Xu} and J. {Zhang}},
title = {A novel variational Bayesian method for variable selection in logistic regression models},
journal = {Computational Statistics \& Data Analysis},
volume = {113},
pages = {1--19},
month = {May},
year = {2019},
}
@article{xu2019_moglasso,
author = {S. {Xu} and C. {Zhang}},
title = {Robust sparse regression by modeling noise as a mixture of {G}aussians},
journal = {Journal of Applied Statistics},
volume = {46},
number = {10},
pages = {1738-1755},
month = {},
year = {2019},
}
@article{xu2020_bdmf,
author = {S. {Xu} and C. {Zhang} and J. {Zhang}},
title = {Bayesian deep matrix factorization network for multiple images denoising},
journal = {Neural Networks},
volume = {123},
number = {},
pages = {420--428},
month = {Mar.},
year = {2020},
}
@article{xu2020_hammfn,
author = {Shuang Xu and Ouafa Amira and Junmin Liu and Chun{-}Xia Zhang and Jiangshe Zhang and Guanghai Li},
title = {{HAM-MFN:} Hyperspectral and Multispectral Image Multiscale Fusion Network With {RAP} Loss},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {58},
number = {7},
pages = {4618--4628},
month = {July},
year = {2020},
}
@article{xu2020_VBR,
author = {Shuang Xu and Chunxia Zhang and Pei Wang and Jiangshe Zhang},
title = {Variational Bayesian weighted complex network reconstruction},
journal = {Inf. Sci.},
volume = {521},
number = {},
pages = {291--306},
month = {June},
year = {2020},
}
@article{xu2020_moal2,
author = {Shuang Xu and Chunxia Zhang and Jiangshe Zhang},
title = {Adaptive quantile low-rank matrix factorization},
journal = {Pattern Recognit.},
volume = {103},
number = {},
pages = {107310},
month = {July},
year = {2020},
}
@article{huang2020_moal3,
author = {Xingfang Huang and Shuang Xu and Chunxia Zhang and Jiangshe Zhang},
title = {Robust {CP} Tensor Factorization With Skew Noise},
journal = {{IEEE} Signal Process. Lett.},
volume = {27},
number = {},
pages = {785--789},
month = {Dec.},
year = {2020},
}
@article{zhao2020_IVBF,
author = {Zixiang Zhao and Shuang Xu and Chunxia Zhang and Junmin Liu and Jiangshe Zhang},
title = {Bayesian fusion for infrared and visible images},
journal = {Signal Process.},
volume = {177},
number = {},
pages = {107734},
month = {Dec.},
year = {2020},
}
@article{yang2020_tcbb,
author = {Xiaohui Yang and Li Tian and Yunmei Chen and Lijun Yang and Shuang Xu and Wenming Wu},
title = {Inverse Projection Representation and Category Contribution Rate for Robust Tumor Recognition},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {17},
number = {4},
pages = {1262--1275},
month = {July--Aug.},
year = {2020},
}
@article{amira2020_wcfg,
author = {Ouafa Amira and Shuang Xu and Fang Du and Jiangshe Zhang and Chunxia Zhang and Rafik Hamza},
title = {Weighted-capsule routing via a fuzzy {G}aussian model},
journal = {Pattern Recognit. Lett.},
volume = {138},
number = {},
pages = {424--430},
month = {Oct.},
year = {2020},
}
@article{zhou2020_pp,
author = {Changsheng Zhou and Jiangshe Zhang and Junmin Liu and Chunxia Zhang and Rongrong Fei and Shuang Xu},
title = {PercepPan: Towards Unsupervised Pan-Sharpening Based on Perceptual Loss},
journal = {Remote. Sens.},
volume = {12},
number = {14},
pages = {2318},
month = {},
year = {2020},
}
@article{xu2020_mffssim,
author = {Shuang Xu and Lizhen Ji and Zhe Wang and Pengfei Li and Kai Sun and Chunxia Zhang and Jiangshe Zhang},
title = {Towards Reducing Severe Defocus Spread Effects for Multi-Focus Image Fusion via an Optimization Based Strategy},
journal = {{IEEE} Trans. Computational Imaging},
volume = {6},
number = {},
pages = {1561--1570},,
month = {Dec.},
year = {2020},
}
@article{zhou2020_pp,
author = {Yicheng Wang and Shuang Xu and Junmin Liu and Zixiang Zhao and Chunxia Zhang and Jiangshe Zhang},
title = {{MFIF-GAN:} {A} new generative adversarial network for multi-focus image fusion},
journal = {Signal Process. Image Commun.},
volume = {96},
number = {},
pages = {116295},
month = {Aug.},
year = {2021},
}
@article{ji2021_condensenet,
author = {Lizhen Ji and Jiangshe Zhang and Chunxia Zhang and Cong Ma and Shuang Xu and Kai Sun},
title = {CondenseNet with exclusive lasso regularization},
journal = {Neural Comput. Appl.},
volume = {33},
number = {23},
pages = {16197--16212},
month = {},
year = {2021},
}
@article{wei2022_seismic,
author = {Xiao{-}Li Wei and Chunxia Zhang and Sang{-}Woon Kim and Kai{-}Li Jing and Yong{-}Jun Wang and Shuang Xu and Zhuangzhuang Xie},
title = {Seismic fault detection using convolutional neural networks with focal loss},
journal = {Comput. Geosci.},
volume = {158},
number = {},
pages = {104968},
month = {},
year = {2022},
}
@article{zhao2022_auifnet,
author = {Zixiang Zhao and Shuang Xu and Jiangshe Zhang and Chengyang Liang and Chunxia Zhang and Junmin Liu},
title = {Efficient and Model-Based Infrared and Visible Image Fusion via Algorithm Unrolling},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {32},
number = {3},
pages = {1186--1196},
month = {Mar.},
year = {2022},
}
@article{xu2022_MN,
author = {S. Xu, J. Zhang, J. Wang, K. Sun, C. Zhang, J. Liu, J. Hu},
title = {A model-driven network for guided image denoising},
journal = {Inf. Fus.},
volume = {85},
number = {},
pages = {60--71},
month = {Sep.},
year = {2022},
}
@article{xu2017_ALR,
author = {Yan, Yinsong and Liu, Junmin and Xu, Shuang and Wang, Yicheng and Cao, Xiangyong},
title = {MD3Net: Integrating Model-driven and Data-driven Approaches for Pansharpening},
journal = {IEEE Transactions on Geoscience and Remote Sensing},
volume = {},
number = {},
pages = {},
month = {},
year = {2022},
}