Yanshan Xiao

111 papers A* 3A 5C 1Journal 88Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
DyFASA: Dynamic frequency-domain-aware spatial-channel attention for efficient lung disease detection from chest x-rays.
Inf. Sci.
Bo Liu, Qingshan Tang, Yanshan Xiao, Weijie Zeng, Xinzhe Jiang, Yunlong Sun, Jiajun Chen, Zongxiong Yang
2025 J jnl
A multi-view forward positive and unlabeled graph learning method based on dictionary learning.
Inf. Sci.
Bo Liu, Chenlong Ye, Yanshan Xiao, Baoqing Li, Zhitong Wang, Boxu Zhou, Shengxin He, Fan Cao
2025 J jnl
Boosting one-class transfer learning for multiple view uncertain data.
Inf. Sci.
Bo Liu, Fan Cao, Shilei Zhao, Yanshan Xiao
2025 J jnl
GDPNet: Gated Dynamic Prototype Network for Few-Shot Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Neng Liu, Bo Liu, Jinghui He, Yanshan Xiao
2025 J jnl
Multi-Instance Nonparallel Tube Learning.
IEEE Trans. Neural Networks Learn. Syst.
Yanshan Xiao, Bo Liu, Zhifeng Hao
2025 J jnl
Multi-View Semi-Supervised Label Distribution Learning with Local Structure Complementarity.
CoRR
Yanshan Xiao, Kaihong Wu, Bo Liu
2025 J jnl
Multi-view ordinal regression with feature augmentation and privileged information learning.
Inf. Sci.
Yanshan Xiao, Linbin Chen, Bo Liu
2025 J jnl
Pinning synchronization of higher-order nonlinear networks with time delays.
Neurocomputing
Weibin Li, Kaixin Lu, Zhichao Liang, Zhongye Xia, Bo Liu, Yanshan Xiao, Quanying Liu
2025 J jnl
SMT-DL: A semi-supervised multi-task learning framework based on dictionary learning for robust feature sharing.
Neurocomputing
Bo Liu, Boxu Zhou, Yanshan Xiao, Zhitong Wang, Baoqing Li, Shengxin He, Chenlong Ye, Fan Cao
2025 J jnl
Semi-supervised manifold regularized multi-task learning with privileged information.
Inf. Sci.
Bo Liu, Baoqing Li, Yanshan Xiao, Zhitong Wang, Boxu Zhou, Shengxin He, Chenlong Ye, Fan Cao
2024 J jnl
A Multitask Latent Feature Augmentation Method for Few-Shot Learning.
IEEE Trans. Neural Networks Learn. Syst.
Jian Xu, Bo Liu, Yanshan Xiao
2024 J jnl
A multitask tensor-based relation network for cloth-changing person re-identification.
Image Vis. Comput.
Jian Xu, Bo Liu, Yanshan Xiao, Fan Cao, Jinghui He
2024 J jnl
A new multi-view multi-label model with privileged information learning.
Inf. Sci.
Yanshan Xiao, Junfeng Chen, Bo Liu, Liang Zhao, Xiangjun Kong, Zhifeng Hao
2024 J jnl
A two-generation based method for few-shot learning with few-shot instance-level privileged information.
Appl. Intell.
Jian Xu, Jinghui He, Bo Liu, Fan Cao, Yanshan Xiao
2024 J jnl
Adaboost-based SVDD for anomaly detection with dictionary learning.
Expert Syst. Appl.
Bo Liu, Xiaokai Li, Yanshan Xiao, Peng Sun, Shilei Zhao, Tiantian Peng, Zhiyu Zheng, Yongsheng Huang
2024 J jnl
An Efficient Transfer Learning Method with Auxiliary Information.
ACM Trans. Knowl. Discov. Data
Bo Liu, Liangjiao Li, Yanshan Xiao, Kai Wang, Jian Hu, Junrui Liu, Qihang Chen, Ruiguang Huang
2024 J jnl
Dictionary-Based Multi-View Learning With Privileged Information.
IEEE Trans. Circuits Syst. Video Technol.
Bo Liu, Peng Sun, Yanshan Xiao, Shilei Zhao, Xiaokai Li, Tiantian Peng, Zhiyu Zheng, Yongsheng Huang
2024 J jnl
Dictionary-based multi-instance learning method with universum information.
Inf. Sci.
Fan Cao, Bo Liu, Kai Wang, Yanshan Xiao, Jinghui He, Jian Xu
2024 J jnl
Few-Shot Object Counting With Dynamic Similarity-Aware in Latent Space.
IEEE Trans. Geosci. Remote. Sens.
Jinghui He, Bo Liu, Fan Cao, Jian Xu, Yanshan Xiao
2024 J jnl
Multi-View Maximum Margin Clustering With Privileged Information Learning.
IEEE Trans. Circuits Syst. Video Technol.
Yanshan Xiao, Jianwei Zhang, Bo Liu, Liang Zhao, Xiangjun Kong, Zhifeng Hao
2024 J jnl
Multi-task ordinal regression with task weight discovery.
Knowl. Based Syst.
Yanshan Xiao, Mengyue Zeng, Bo Liu, Liang Zhao, Xiangjun Kong, Zhifeng Hao
2024 J jnl
Ordinal Regression With Pinball Loss.
IEEE Trans. Neural Networks Learn. Syst.
Guangzheng Zhong, Yanshan Xiao, Bo Liu, Liang Zhao, Xiangjun Kong
2024 J jnl
Partial label learning with heterogeneous domain adaptation.
Neurocomputing
Liang Zhao, Yanshan Xiao, Bo Liu
2024 J jnl
Privacy preservation-based federated learning with uncertain data.
Inf. Sci.
Fan Cao, Bo Liu, Jinghui He, Jian Xu, Yanshan Xiao
2024 J jnl
Privileged multi-view one-class support vector machine.
Neurocomputing
Yanshan Xiao, Guitao Pan, Bo Liu, Liang Zhao, Xiangjun Kong, Zhifeng Hao
2024 J jnl
Self-paced method for transfer partial label learning.
Inf. Sci.
Bo Liu, Zhiyu Zheng, Yanshan Xiao, Peng Sun, Xiaokai Li, Shilei Zhao, Yongsheng Huang, Tiantian Peng
2024 J jnl
The multi-task transfer learning for multiple data streams with uncertain data.
Inf. Sci.
Bo Liu, Yongsheng Huang, Yanshan Xiao, Zhiyu Zheng, Peng Sun, Shilei Zhao, Xiaokai Li, Tiantian Peng
2023 J jnl
A Ranking Based Multi-View Method for Positive and Unlabeled Graph Classification.
IEEE Trans. Knowl. Data Eng.
Bo Liu, Zhiyong Che, Haowen Zhong, Yanshan Xiao
2023 J jnl
A Variational Inference Method for Few-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol.
Jian Xu, Bo Liu, Yanshan Xiao
2023 J jnl
A least squares twin support vector machine method with uncertain data.
Appl. Intell.
Yanshan Xiao, Jinneng Liu, Kairun Wen, Bo Liu, Liang Zhao, Xiangjun Kong
2023 J jnl
Boost two-view learning-based method for label proportions problem.
Appl. Intell.
Jiantao Lai, Yanshan Xiao, Bo Liu
2023 J jnl
Multi-task ordinal regression with labeled and unlabeled data.
Inf. Sci.
Yanshan Xiao, Liangwang Zhang, Bo Liu, Ruichu Cai, Zhifeng Hao
2023 J jnl
Multi-view multi-label learning with high-order label correlation.
Inf. Sci.
Bo Liu, Weibin Li, Yanshan Xiao, Xiaodong Chen, Laiwang Liu, Changdong Liu, Kai Wang, Peng Sun
2023 J jnl
Privileged information learning with weak labels.
Appl. Soft Comput.
Yanshan Xiao, Zexin Ye, Liang Zhao, Xiangjun Kong, Bo Liu, Kemal Polat, Adi Alhudhaif
2023 J jnl
Self-paced multi-view positive and unlabeled graph learning with auxiliary information.
Inf. Sci.
Bo Liu, Tiantian Peng, Yanshan Xiao, Shilei Zhao, Peng Sun, Xiaokai Li, Zhiyu Zheng, Yongsheng Huang
2023 J jnl
Semi-supervised Multi-task Learning with Auxiliary data.
Inf. Sci.
Bo Liu, Qihang Chen, Yanshan Xiao, Kai Wang, Junrui Liu, Ruiguang Huang, Liangjiao Li
2022 J jnl
A Convex Model for Support Vector Distance Metric Learning.
IEEE Trans. Neural Networks Learn. Syst.
Yibang Ruan, Yanshan Xiao, Zhifeng Hao, Bo Liu
2022 J jnl
A Latent Variable Augmentation Method for Image Categorization with Insufficient Training Samples.
ACM Trans. Knowl. Discov. Data
Luyue Lin, Xin Zheng, Bo Liu, Wei Chen, Yanshan Xiao
2022 — conf
A Separating Embedding Space Based Relation Network with RGB Modality Only for Cloth-Changing Person Re-Identification.
CSAE
Jian Xu, Bo Liu, Yanshan Xiao
2022 J jnl
A Transfer Learning-Based Multi-Instance Learning Method With Weak Labels.
IEEE Trans. Cybern.
Yanshan Xiao, Fei Liang, Bo Liu
2022 J jnl
A convex multi-class model via distance metric learning based class-to-instance confidence.
Knowl. Based Syst.
Yibang Ruan, Yanshan Xiao, Zhifeng Hao, Bo Liu
2022 J jnl
A new method for positive and unlabeled learning with privileged information.
Appl. Intell.
Bo Liu, Qian Liu, Yanshan Xiao
2022 J jnl
A new self-paced learning method for privilege-based positive and unlabeled learning.
Inf. Sci.
Bo Liu, Junrui Liu, Yanshan Xiao, Qihang Chen, Kai Wang, Ruiguang Huang, Liangjiao Li
2022 J jnl
AdaBoost-based transfer learning method for positive and unlabelled learning problem.
Knowl. Based Syst.
Bo Liu, Changdong Liu, Yanshan Xiao, Laiwang Liu, Weibin Li, Xiaodong Chen
2022 J jnl
AdaBoost-based transfer learning with privileged information.
Inf. Sci.
Bo Liu, Laiwang Liu, Yanshan Xiao, Changdong Liu, Xiaodong Chen, Weibin Li
2022 J jnl
Adaptive robust Adaboost-based twin support vector machine with universum data.
Inf. Sci.
Bo Liu, Ruiguang Huang, Yanshan Xiao, Junrui Liu, Kai Wang, Liangjiao Li, Qihang Chen
2022 J jnl
An Efficient Image Categorization Method With Insufficient Training Samples.
IEEE Trans. Cybern.
Luyue Lin, Bo Liu, Xin Zheng, Yanshan Xiao
2022 J jnl
Dictionary-based transfer learning with Universum data.
Inf. Sci.
Zhiyong Che, Bo Liu, Yanshan Xiao, Luyue Lin
2022 J jnl
Learn structured analysis discriminative dictionary for multi-label classification.
Appl. Intell.
Bo Liu, Zhiyong Che, Kejian Song, Yanshan Xiao
2022 J jnl
Multi-task manifold learning for partial label learning.
Inf. Sci.
Liang Zhao, Yanshan Xiao, Kairun Wen, Bo Liu, Xiangjun Kong
2022 J jnl
Multi-view partial label machine.
Inf. Sci.
Liang Zhao, Yanshan Xiao, Bo Liu, Zhifeng Hao
2022 J jnl
Multi-view support vector ordinal regression with data uncertainty.
Inf. Sci.
Yanshan Xiao, Xi Li, Bo Liu, Liang Zhao, Xiangjun Kong, Adi Alhudhaif, Fayadh Alenezi
2022 J jnl
New Multi-View Classification Method with Uncertain Data.
ACM Trans. Knowl. Discov. Data
Bo Liu, Haowen Zhong, Yanshan Xiao
2022 J jnl
Pinball loss support vector data description for outlier detection.
Appl. Intell.
Guangzheng Zhong, Yanshan Xiao, Bo Liu, Liang Zhao, Xiangjun Kong
2021 — conf
A Dictionary-Based Method for Classification with Universum Data.
CSAE
Zhiyong Che, Bo Liu, Yanshan Xiao
2021 J jnl
A nearest-neighbor search model for distance metric learning.
Inf. Sci.
Yibang Ruan, Yanshan Xiao, Zhifeng Hao, Bo Liu
2021 J jnl
A new dictionary-based positive and unlabeled learning method.
Appl. Intell.
Bo Liu, Zhijing Liu, Yanshan Xiao
2021 J jnl
A new multi-task learning method with universum data.
Appl. Intell.
Yanshan Xiao, Jing Wen, Bo Liu
2021 J jnl
A new transductive learning method with universum data.
Appl. Intell.
Yanshan Xiao, Junyao Feng, Bo Liu
2021 J jnl
A new twin SVM method with dictionary learning.
Appl. Intell.
Zhiyong Che, Bo Liu, Yanshan Xiao, Hao Cai
2021 J jnl
An efficient dictionary-based multi-view learning method.
Inf. Sci.
Bo Liu, Xiaodong Chen, Yanshan Xiao, Weibin Li, Laiwang Liu, Changdong Liu
2021 J jnl
Multi-task analysis discriminative dictionary learning for one-class learning.
Knowl. Based Syst.
Bo Liu, Haoxin Xie, Yanshan Xiao
2021 J jnl
Transfer learning-based one-class dictionary learning for recommendation data stream.
Inf. Sci.
Haoxin Xie, Bo Liu, Yanshan Xiao
2021 J jnl
Twin support vector machines with privileged information.
Inf. Sci.
Zhiyong Che, Bo Liu, Yanshan Xiao, Hao Cai
2020 C conf
A Latent Variables Augmentation Method Based on Adversarial Training for Image Categorization with Insufficient Training Samples.
ICARCV
Luyue Lin, Dacai Liu, Bo Liu, Yanshan Xiao
2020 J jnl
A multi-task transfer learning method with dictionary learning.
Knowl. Based Syst.
Xin Zheng, Luyue Lin, Bo Liu, Yanshan Xiao, Xiaoming Xiong
2020 J jnl
A new self-paced method for multiple instance boosting learning.
Inf. Sci.
Yanshan Xiao, Xiaozhou Yang, Bo Liu
2020 J jnl
A new transfer learning-based method for label proportions problem.
Inf. Sci.
Yanshan Xiao, HuaiPei Wang, Bo Liu
2020 J jnl
A similarity-based two-view multiple instance learning method for classification.
Knowl. Based Syst.
Yanshan Xiao, Zijian Yin, Bo Liu
2020 J jnl
An efficient active learning method for multi-task learning.
Knowl. Based Syst.
Yanshan Xiao, Zheng Chang, Bo Liu
2020 J jnl
An efficient multi-label learning method with label projection.
Knowl. Based Syst.
Luyue Lin, Bo Liu, Xin Zheng, Yanshan Xiao, Zhijing Liu, Hao Cai
2020 J jnl
COB method with online learning for object tracking.
Neurocomputing
Luyue Lin, Bo Liu, Yanshan Xiao
2020 J jnl
Semi-Supervised Multi-view clustering based on orthonormality-constrained nonnegative matrix factorization.
Inf. Sci.
Hao Cai, Bo Liu, Yanshan Xiao, Luyue Lin
2019 J jnl
Semi-supervised multi-view clustering based on constrained nonnegative matrix factorization.
Knowl. Based Syst.
Hao Cai, Bo Liu, Yanshan Xiao, Luyue Lin
2019 — conf
Simultaneously Learning Adaptive Neighbors and Clustering Label via Semi-Supervised NMF.
CSAE
Hao Cai, Bo Liu, Yanshan Xiao, Luyue Lin, Sujuan Zhou, Zhiyong Che
2019 J jnl
Transfer Learning-Based Label Proportions Method with Data of Uncertainty.
CoRR
Yanshan Xiao, HuaiPei Wang, Bo Liu
2018 J jnl
A Selective Multiple Instance Transfer Learning Method for Text Categorization Problems.
Knowl. Based Syst.
Bo Liu, Yanshan Xiao, Zhifeng Hao
2018 J jnl
A multi-task-based classification framework for multi-instance distance metric learning.
Neurocomputing
Zhifeng Hao, Yibang Ruan, Yanshan Xiao, Bo Liu
2018 J jnl
Multiple-Instance Ordinal Regression.
IEEE Trans. Neural Networks Learn. Syst.
Yanshan Xiao, Bo Liu, Zhifeng Hao
2017 J jnl
A Sphere-Description-Based Approach for Multiple-Instance Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Yanshan Xiao, Bo Liu, Zhifeng Hao
2017 J jnl
A multiple-instance stream learning framework for adaptive document categorization.
Knowl. Based Syst.
Yanshan Xiao, Bo Liu, Jie Yin, Zhifeng Hao
2017 — conf
An object tracking method based on CNN and optical flow.
ICNC-FSKD
Luyue Lin, Bo Liu, Yanshan Xiao
2017 — conf
Cluster and dynamic-TrAdaBoost-based transfer learning for text classification.
ICNC-FSKD
Zibin Li, Bo Liu, Yanshan Xiao
2017 — conf
Cross-angle behavior recognition via supervised dictionary learning.
ICNC-FSKD
Guanghui Lu, Bo Liu, Yanshan Xiao
2017 — conf
Multi-View Action Recognition Method Based on Regularized Extreme Learning Machine.
CSE/EUC (1)
Wei He, Bo Liu, Yanshan Xiao
2017 — conf
Real-Time Face Recognition Based on Sparse Illumination Learning.
CSE/EUC (1)
WuYang Ding, Bo Liu, Yanshan Xiao
2017 J jnl
SVM-based multi-state-mapping approach for multi-class classification.
Knowl. Based Syst.
Bo Liu, Yanshan Xiao, Longbing Cao
2016 J jnl
A Maximum Margin Approach for Semisupervised Ordinal Regression Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Yanshan Xiao, Bo Liu, Zhifeng Hao
2015 J jnl
A robust one-class transfer learning method with uncertain data.
Knowl. Inf. Syst.
Yanshan Xiao, Bo Liu, Philip S. Yu, Zhifeng Hao
2014 J jnl
A K-Farthest-Neighbor-based approach for support vector data description.
Appl. Intell.
Yanshan Xiao, Bo Liu, Zhifeng Hao, Longbing Cao
2014 J jnl
A Similarity-Based Classification Framework for Multiple-Instance Learning.
IEEE Trans. Cybern.
Yanshan Xiao, Bo Liu, Zhifeng Hao, Longbing Cao
2014 J jnl
An Efficient Approach for Outlier Detection with Imperfect Data Labels.
IEEE Trans. Knowl. Data Eng.
Bo Liu, Yanshan Xiao, Philip S. Yu, Zhifeng Hao, Longbing Cao
2014 J jnl
An efficient orientation distance-based discriminative feature extraction method for multi-classification.
Knowl. Inf. Syst.
Bo Liu, Yanshan Xiao, Philip S. Yu, Zhifeng Hao, Longbing Cao
2014 J jnl
Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams.
IEEE Trans. Knowl. Data Eng.
Bo Liu, Yanshan Xiao, Philip S. Yu, Longbing Cao, Yun Zhang, Zhifeng Hao
2013 A conf
MODS: Multiple One-class Data Streams Learning from Homogeneous Data.
SDM
Zhifeng Hao, Bo Liu, Yanshan Xiao, Philip S. Yu
2013 — conf
One-Class Transfer Learning with Uncertain Data.
PAKDD (1)
Bo Liu, Philip S. Yu, Yanshan Xiao, Zhifeng Hao
2013 A conf
Robust Textual Data Streams Mining Based on Continuous Transfer Learning.
SDM
Longbing Cao, Zhifeng Hao, Bo Liu, Yanshan Xiao, Philip S. Yu
2013 J jnl
SVDD-based outlier detection on uncertain data.
Knowl. Inf. Syst.
Bo Liu, Yanshan Xiao, Longbing Cao, Zhifeng Hao, Feiqi Deng
2011 A conf
One-Class-Based Uncertain Data Stream Learning.
SDM
Bo Liu, Yanshan Xiao, Longbing Cao, Philip S. Yu
2011 A* conf
Similarity-Based Approach for Positive and Unlabeled Learning.
IJCAI
Yanshan Xiao, Bo Liu, Jie Yin, Longbing Cao, Chengqi Zhang, Zhifeng Hao
2010 A* conf
Exploiting Local Data Uncertainty to Boost Global Outlier Detection.
ICDM
Bo Liu, Jie Yin, Yanshan Xiao, Longbing Cao, Philip S. Yu
2010 A conf
K-farthest-neighbors-based concept boundary determination for support vector data description.
CIKM
Yanshan Xiao, Bo Liu, Longbing Cao
2010 J jnl
Multi-agent system for customer relationship management with SVMs tool.
Int. J. Intell. Inf. Database Syst.
Yanshan Xiao, Bo Liu, Dan Luo, Longbing Cao, Feiqi Deng, Zhifeng Hao
2010 A conf
Orientation distance-based discriminative feature extraction for multi-class classification.
CIKM
Bo Liu, Yanshan Xiao, Longbing Cao, Philip S. Yu
2010 A* conf
SMILE: A Similarity-Based Approach for Multiple Instance Learning.
ICDM
Yanshan Xiao, Bo Liu, Longbing Cao, Jie Yin, Xindong Wu
2010 — conf
Vote-Based LELC for Positive and Unlabeled Textual Data Streams.
ICDM Workshops
Bo Liu, Yanshan Xiao, Longbing Cao, Philip S. Yu
2009 — conf
Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data.
ICDM Workshops
Yanshan Xiao, Bo Liu, Longbing Cao, Xindong Wu, Chengqi Zhang, Zhifeng Hao, Fengzhao Yang, Jie Cao
2008 J jnl
A Chinese question classification using one-vs-one method as a learning tool.
Int. J. Intell. Inf. Database Syst.
Yanshan Xiao, Bo Liu, Longbing Cao
2008 — conf
A Learning Process Using SVMs for Multi-agents Decision Classification.
Web Intelligence/IAT Workshops
Yanshan Xiao, Feiqi Deng, Bo Liu, Shouqiang Liu, Dan Luo, Guohua Liang
2008 — conf
Agent Collaboration for Multiple Trading Strategy Integration.
KES-AMSTA
Longbing Cao, Dan Luo, Yanshan Xiao, Zhigang Zheng
2008 — conf
Multi-agent System for Custom Relationship Management with SVMs Tool.
KES-AMSTA
Yanshan Xiao, Bo Liu, Dan Luo, Longbing Cao