Yitian Xu

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 97

Top Venues

Publications

Xinying Pang, Chang Xu, Yitian Xu
MTKSVCR: A novel multi-task multi-class support vector machine with safe acceleration rule. Neural Networks 175 (2024)
Zhiji Yang, Wanyi Chen, Huan Zhang, Yitian Xu, Lei Shi, Jianhua Zhao
A safe screening rule with bi-level optimization of ν support vector machine. Pattern Recognit. 155 (2024)
Hongmei Wang, Kun Jiang, Xiao Li, Yitian Xu
Sequential safe static and dynamic screening rule for accelerating support tensor machine. Neural Networks 178 (2024)
Xinpei Su, Yitian Xu
Imbalanced and missing multi-label data learning with global and local structure. Inf. Sci. 677 (2024)
Ziyi Wang, Yitian Xu
A two-stage multi-view partial multi-label learning for enhanced disambiguation. Knowl. Based Syst. 293 (2024)
Xuan Zhang, Yitian Xu, Xuhua Liu
Multiple instance learning from similarity-confidence bags. Pattern Recognit. 146 (2024)
Zongmin Liu, Ziyi Wang, Ting Wang, Yitian Xu
Multi-task label noise learning for classification. Eng. Appl. Artif. Intell. 130 (2024)
Zhiji Yang, Wanyi Chen, Huan Zhang, Yitian Xu, Lei Shi, Jianhua Zhao
A Safe Screening Rule with Bi-level Optimization of ν Support Vector Machine. CoRR (2024)
Hang Yang, Yitian Xu, Xuhua Liu, Xiaodong Ma
PRIS: Practical robust invertible network for image steganography. Eng. Appl. Artif. Intell. 133 (2024)
Ruonan Liu, Yitian Xu
A log-based non-convex relaxation regularized regression for robust face recognition. Inf. Sci. 667 (2024)
Huiyi Li, Yitian Xu
Support matrix machine with truncated pinball loss for classification. Appl. Soft Comput. 154 (2024)
Peiwei Zhong, Yitian Xu
Subspace screening rule for multi-label estimator with sparsity-inducing regularization. Neurocomputing 527 (2023)
Yinjie Liu, Jie Zhao, Yitian Xu
Robust and unbiased positive and unlabeled learning. Knowl. Based Syst. 277 (2023)
Ran An, Yitian Xu, Xuhua Liu
Multi-task twin bounded support vector machine and its safe screening rule. Appl. Soft Comput. 138 (2023)
Mengdan Ma, Yitian Xu
A two-stage gap safe screening rule for multi-label optimal margin distribution machine. Eng. Appl. Artif. Intell. 118 (2023)
Min Yuan, Yitian Xu
Feature screening strategy for non-convex sparse logistic regression with log sum penalty. Inf. Sci. 624 (2023)
Xinye Wang, Yitian Xu
Label Pair of Instances-Based Safe Screening for Multilabel Rank Support Vector Machine. IEEE Trans. Syst. Man Cybern. Syst. 53 (3) (2023)
Hang Yang, Yitian Xu, Xuhua Liu, Xiaodong Ma
PRIS: Practical robust invertible network for image steganography. CoRR (2023)
Ting Wang, Yitian Xu, Xuhua Liu
Multi-task twin spheres support vector machine with maximum margin for imbalanced data classification. Appl. Intell. 53 (3) (2023)
Yahui Wang, Yitian Xu
A non-convex robust small sphere and large margin support vector machine for imbalanced data classification. Neural Comput. Appl. 35 (4) (2023)
Xinying Pang, Yitian Xu
A reconstructed feasible solution-based safe feature elimination rule for expediting multi-task lasso. Inf. Sci. 642 (2023)
Hang Yang, Liyang Wang, Yitian Xu, Xuhua Liu
CovidViT: a novel neural network with self-attention mechanism to detect Covid-19 through X-ray images. Int. J. Mach. Learn. Cybern. 14 (3) (2023)
Hang Yang, Yitian Xu, Xuhua Liu
DKiS: Decay weight invertible image steganography with private key. CoRR (2023)
Xinshuang Xiao, Yitian Xu, Ying Zhang, Peiwei Zhong
A novel self-weighted Lasso and its safe screening rule. Appl. Intell. 52 (12) (2022)
Min Yuan, Yitian Xu
Instance elimination strategy for non-convex multiple-instance support vector machine. Appl. Soft Comput. 129 (2022)
Hongmei Wang, Kun Jiang, Yitian Xu
Sequential safe feature elimination rule for L1-regularized regression with Kullback-Leibler divergence. Neural Networks 155 (2022)
Yuzhou Cao, Shuqi Liu, Yitian Xu
Multi-complementary and unlabeled learning for arbitrary losses and models. Pattern Recognit. 124 (2022)
Huiru Wang, Yitian Xu, Zhijian Zhou
Ramp loss KNN-weighted multi-class twin support vector machine. Soft Comput. 26 (14) (2022)
Jing Wang, Haotian Fan, Xiaoxia Hou, Yitian Xu, Tao Li, Xuechao Lu, Lean Fu
MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion. CoRR (2022)
Hongmei Wang, Yitian Xu
A safe double screening strategy for elastic net support vector machine. Inf. Sci. 582 (2022)
Xianli Pan, Yitian Xu
A Safe Feature Elimination Rule for $L_{1}$L1-Regularized Logistic Regression. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Xinying Pang, Ying Zhang, Yitian Xu
A novel multi-task twin-hypersphere support vector machine for classification. Inf. Sci. 598 (2022)
Zongmin Liu, Yitian Xu
Multi-task nonparallel support vector machine for classification. Appl. Soft Comput. 124 (2022)
Xinying Pang, Jiang Zhao, Yitian Xu
A novel ramp loss-based multi-task twin support vector machine with multi-parameter safe acceleration. Neural Networks 150 (2022)
Renxiu Feng, Yitian Xu
Support matrix machine with pinball loss for classification. Neural Comput. Appl. 34 (21) (2022)
Zongmin Liu, Yitian Xu
Multi-task nonparallel support vector machine for classification. CoRR (2022)
Fan Xie, Yitian Xu, Mengdan Ma, Xinying Pang
A safe acceleration method for multi-task twin support vector machine. Int. J. Mach. Learn. Cybern. 13 (6) (2022)
Jing Wang, Haotian Fan, Xiaoxia Hou, Yitian Xu, Tao Li, Xuechao Lu, Lean Fu
MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion. CVPR Workshops (2022)
Yuzhou Cao, Lei Feng, Senlin Shu, Yitian Xu, Bo An, Gang Niu, Masashi Sugiyama
Multi-Class Classification from Single-Class Data with Confidences. CoRR (2021)
Min Yuan, Yitian Xu, Renxiu Feng, Zongmin Liu
Instance elimination strategy for non-convex multiple-instance learning using sparse positive bags. Neural Networks 142 (2021)
Ran An, Yitian Xu, Xuhua Liu
A rough margin-based multi-task ν-twin support vector machine for pattern classification. Appl. Soft Comput. 112 (2021)
Weichen Wu, Yitian Xu, Xinying Pang
A hybrid acceleration strategy for nonparallel support vector machine. Inf. Sci. 546 (2021)
Ying Zhang, Yitian Xu, Chang Xu, Peiwei Zhong
Safe instance screening for primal multi-label ProSVM. Knowl. Based Syst. 229 (2021)
Mengdan Ma, Yitian Xu
Multi-parameter safe screening rule for hinge-optimal margin distribution machine. Appl. Intell. 51 (4) (2021)
Hongmei Wang, Yitian Xu
Sparse elastic net multi-label rank support vector machine with pinball loss and its applications. Appl. Soft Comput. 104 (2021)
Jie Zhao, Yitian Xu, Chang Xu, Ting Wang
A two-stage safe screening method for non-convex support vector machine with ramp loss. Knowl. Based Syst. 228 (2021)
Yuzhou Cao, Lei Feng, Yitian Xu, Bo An, Gang Niu, Masashi Sugiyama
Learning from Similarity-Confidence Data. ICML (2021)
Min Yuan, Yitian Xu
Bound estimation-based safe acceleration for maximum margin of twin spheres machine with pinball loss. Pattern Recognit. 114 (2021)
Hongmei Wang, Yitian Xu, Qian Chen, Xinye Wang
Diagnosis of complications of type 2 diabetes based on weighted multi-label small sphere and large margin machine. Appl. Intell. 51 (1) (2021)
Huiru Wang, Yitian Xu, Zhijian Zhou
Twin-parametric margin support vector machine with truncated pinball loss. Neural Comput. Appl. 33 (8) (2021)
Xinying Pang, Yitian Xu, Xinshuang Xiao
A Doubly Sparse Multiclass Support Vector Machine With Simultaneous Feature and Sample Screening. IEEE Trans. Syst. Man Cybern. Syst. 51 (11) (2021)
Fan Xie, Xinying Pang, Yitian Xu
Pinball loss-based multi-task twin support vector machine and its safe acceleration method. Neural Comput. Appl. 33 (22) (2021)
Yuzhou Cao, Lei Feng, Yitian Xu, Bo An, Gang Niu, Masashi Sugiyama
Learning from Similarity-Confidence Data. CoRR (2021)
Xinshuang Xiao, Yitian Xu
Multi-target regression via self-parameterized Lasso and refactored target space. Appl. Intell. 51 (10) (2021)
Yuzhou Cao, Yitian Xu
Multi-Complementary and Unlabeled Learning for Arbitrary Losses and Models. CoRR (2020)
Benshan Mei, Yitian Xu
Safe sample screening for regularized multi-task learning. Knowl. Based Syst. 204 (2020)
Xinye Wang, Yi Yang, Yitian Xu, Qian Chen, Hongmei Wang, Huafang Gao
Predicting hypoglycemic drugs of type 2 diabetes based on weighted rank support vector machine. Knowl. Based Syst. 197 (2020)
Yuzhou Cao, Yitian Xu, Junling Du
Multi-variable estimation-based safe screening rule for small sphere and large margin support vector machine. Knowl. Based Syst. 191 (2020)
Benshan Mei, Yitian Xu
Multi-task ν-twin support vector machines. Neural Comput. Appl. 32 (15) (2020)
Hongmei Wang, Xianli Pan, Yitian Xu
Simultaneous Safe Feature and Sample Elimination for Sparse Support Vector Regression. IEEE Trans. Signal Process. 67 (15) (2019)
Weichen Wu, Yitian Xu
Accelerating improved twin support vector machine with safe screening rule. Int. J. Mach. Learn. Cybern. 10 (12) (2019)
Xianli Pan, Yitian Xu
A Novel and Safe Two-Stage Screening Method for Support Vector Machine. IEEE Trans. Neural Networks Learn. Syst. 30 (8) (2019)
Xinying Pang, Yitian Xu
A safe screening rule for accelerating weighted twin support vector machine. Soft Comput. 23 (17) (2019)
Fan Xie, Yitian Xu
An efficient regularized K-nearest neighbor structural twin support vector machine. Appl. Intell. 49 (12) (2019)
Xianli Pan, Yitian Xu
A safe reinforced feature screening strategy for lasso based on feasible solutions. Inf. Sci. 477 (2019)
Yitian Xu, Ying Tian, Xianli Pan, Hongmei Wang
E-ENDPP: a safe feature selection rule for speeding up Elastic Net. Appl. Intell. 49 (2) (2019)
Qian Wang, Yitian Xu
Concave-Convex Programming for Ramp Loss-Based Maximum Margin and Minimum Volume Twin Spheres Machine. Neural Process. Lett. 50 (2) (2019)
Benshan Mei, Yitian Xu
Multi-task least squares twin support vector machine for classification. Neurocomputing 338 (2019)
Jiang Zhao, Yitian Xu, Hamido Fujita
An improved non-parallel Universum support vector machine and its safe sample screening rule. Knowl. Based Syst. 170 (2019)
Yitian Xu, Yuqun Zhang, Jiang Zhao, Zhiji Yang, Xianli Pan
KNN-based maximum margin and minimum volume hyper-sphere machine for imbalanced data classification. Int. J. Mach. Learn. Cybern. 10 (2) (2019)
Xinying Pang, Xianli Pan, Yitian Xu
Multi-parameter safe sample elimination rule for accelerating nonlinear multi-class support vector machines. Pattern Recognit. 95 (2019)
Yitian Xu, Qian Wang, Xinying Pang, Ying Tian
Maximum margin of twin spheres machine with pinball loss for imbalanced data classification. Appl. Intell. 48 (1) (2018)
Zhiji Yang, Yitian Xu
A safe screening rule for Laplacian support vector machine. Eng. Appl. Artif. Intell. 67 (2018)
Hongmei Wang, Yitian Xu
Scaling up twin support vector regression with safe screening rule. Inf. Sci. 465 (2018)
Zhiji Yang, Yitian Xu
A safe accelerative approach for pinball support vector machine classifier. Knowl. Based Syst. 147 (2018)
Xianli Pan, Xinying Pang, Hongmei Wang, Yitian Xu
A safe screening based framework for support vector regression. Neurocomputing 287 (2018)
Zhiji Yang, Xianli Pan, Yitian Xu
Piecewise linear solution path for pinball twin support vector machine. Knowl. Based Syst. 160 (2018)
Xianli Pan, Zhiji Yang, Yitian Xu, Laisheng Wang
Safe Screening Rules for Accelerating Twin Support Vector Machine Classification. IEEE Trans. Neural Networks Learn. Syst. 29 (5) (2018)
Xinying Pang, Chang Xu, Yitian Xu
Scaling KNN multi-class twin support vector machine via safe instance reduction. Knowl. Based Syst. 148 (2018)
Yitian Xu, Xiaoyan Li, Xianli Pan, Zhiji Yang
Asymmetric ν-twin support vector regression. Neural Comput. Appl. 30 (12) (2018)
Huiru Wang, Zhijian Zhou, Yitian Xu
An improved ν-twin bounded support vector machine. Appl. Intell. 48 (4) (2018)
Zhiji Yang, Yitian Xu
A safe sample screening rule for Laplacian twin parametric-margin support vector machine. Pattern Recognit. 84 (2018)
Jiayi Niu, Jing Chen, Yitian Xu
Twin support vector regression with Huber loss. J. Intell. Fuzzy Syst. 32 (6) (2017)
Yitian Xu, Zhiji Yang, Xianli Pan
A Novel Twin Support-Vector Machine With Pinball Loss. IEEE Trans. Neural Networks Learn. Syst. 28 (2) (2017)
Yitian Xu
Maximum Margin of Twin Spheres Support Vector Machine for Imbalanced Data Classification. IEEE Trans. Cybern. 47 (6) (2017)
Jiang Zhao, Yitian Xu
A safe sample screening rule for Universum support vector machines. Knowl. Based Syst. 138 (2017)
Yitian Xu, Mei Chen, Zhiji Yang, Guohui Li
ν-twin support vector machine with Universum data for classification. Appl. Intell. 44 (4) (2016)
Jiang Zhao, Zhiji Yang, Yitian Xu
Nonparallel least square support vector machine for classification. Appl. Intell. 45 (4) (2016)
Xianli Pan, Yitian Xu
Two effective sample selection methods for support vector machine. J. Intell. Fuzzy Syst. 30 (2) (2016)
Zhiji Yang, Yitian Xu
Laplacian twin parametric-margin support vector machine for semi-supervised classification. Neurocomputing 171 (2016)
Yitian Xu, Mei Chen, Guohui Li
Least squares twin support vector machine with Universum data for classification. Int. J. Syst. Sci. 47 (15) (2016)
Yitian Xu, Zhiji Yang, Yuqun Zhang, Xianli Pan, Laisheng Wang
A maximum margin and minimum volume hyper-spheres machine with pinball loss for imbalanced data classification. Knowl. Based Syst. 95 (2016)
Yitian Xu
K-nearest neighbor-based weighted multi-class twin support vector machine. Neurocomputing 205 (2016)
Xianli Pan, Yao Luo, Yitian Xu
K-nearest neighbor based structural twin support vector machine. Knowl. Based Syst. 88 (2015)
Yitian Xu, Yuqun Zhang, Zhiji Yang, Xianli Pan, Guohui Li
Imbalanced and semi-supervised classification for prognosis of ACLF. J. Intell. Fuzzy Syst. 28 (2) (2015)
Yitian Xu, Xianli Pan, Zhijian Zhou, Zhiji Yang, Yuqun Zhang
Structural least square twin support vector machine for classification. Appl. Intell. 42 (3) (2015)
Yitian Xu
A novel twin support vector regression. J. Inf. Sci. Eng. 31 (2) (2015)
Yitian Xu, Rui Guo
An improved ν-twin support vector machine. Appl. Intell. 41 (1) (2014)
Yitian Xu, Jia Yu, Yuqun Zhang
KNN-based weighted rough ν-twin support vector machine. Knowl. Based Syst. 71 (2014)
Yitian Xu, Laisheng Wang
K-nearest neighbor-based weighted twin support vector regression. Appl. Intell. 41 (1) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yitian Xu