Liping Jing

ACM Trans. Inf. Syst., 2020

Adaptive Sample-Level Graph Combination for Partial Multiview Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Cross-Task Transfer for Multimodal Aerial Scene Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

Important sampling based active learning for imbalance classification.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2020

Deep Global and Local Generative Model for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Deep Generative Recommendation with Maximizing Reciprocal Rank.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2020

Unsupervised Deep Imputed Hashing for Partial Cross-modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Deep Generative Model for Robust Imbalance Classification.

[BibT_eX]

[DOI]

Xinyue Wang

Yilin Lyu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Hyperbolic Capsule Networks for Multi-Label Classification.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Hyperbolic Interaction Model for Hierarchical Multi-Label Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Adaptive Local Low-rank Matrix Approximation for Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Tensor-Based Low-Dimensional Representation Learning for Multi-View Clustering.

[BibT_eX]

[DOI]

MiaoMiao Cheng

IEEE Trans. Image Process., 2019

Sentiment Lexicon Construction With Hierarchical Supervision Topic Model.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Sparse Self-Attention LSTM for Sentiment Lexicon Construction.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2019

样本自适应的不平衡分类器 (Sample Adaptive Classifier for Imbalanced Data).

[BibT_eX]

[DOI]

计算机科学, 2019

Collaboration Matrix Factorization on Rate and Review for Recommendation.

[BibT_eX]

[DOI]

J. Database Manag., 2019

Group Collaborative Representation for Image Set Classification.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2019

Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Clustering ensemble based on sample's stability.

[BibT_eX]

[DOI]

Artif. Intell., 2019

Deep generative ranking for personalized recommendation.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Informative Instance Detection for Active Learning on Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Heterogeneous Transfer Clustering for Partial Co-occurrence Data.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Unsupervised Deep Fusion Cross-modal Hashing.

[BibT_eX]

[DOI]

Jiaming Huang

Chen Min

Proceedings of the International Conference on Multimodal Interaction, 2019

Supervised Class Distribution Learning for GANs-Based Imbalanced Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Label-Specific Document Representation for Multi-Label Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

In2Rec: Influence-based Interpretable Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

A Weighted Tensor Factorization Method for Low-Rank Tensor Completion.

[BibT_eX]

[DOI]

Miaomiao Cheng

Michael Kwok-Po Ng

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

Self-Supervised Deep Multi-View Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of The 11th Asian Conference on Machine Learning, 2019

2018

Attention, Please! Adversarial Defense via Attention Rectification and Preservation.

[BibT_eX]

[DOI]

CoRR, 2018

The Automatic Identification of Butterfly Species.

[BibT_eX]

[DOI]

CoRR, 2018

Neural gaussian mixture model for review-based rating prediction.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Adaptive Ensemble Probabilistic Matrix Approximation for Recommendation.

[BibT_eX]

[DOI]

Xingxing Li

Huafeng Liu

Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

A Joint Multi-Task CNN for Cross-Age Face Recognition.

[BibT_eX]

[DOI]

Jinbiao Yu

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Partial Multi-view Clustering via Auto-Weighting Similarity Completion.

[BibT_eX]

[DOI]

Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

Discriminative Semi-Supervised Feature Selection via Rescaled Least Squares Regression-Supplement.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

DCAR: A Discriminative and Compact Audio Representation for Audio Processing.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Multi-Label Classification by Semi-Supervised Singular Value Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Common latent space identification for heterogeneous co-transfer clustering.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Additive Co-Clustering with Social Influence for Recommendation.

[BibT_eX]

[DOI]

Xixi Du

Huafeng Liu

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

2016

Learning Transferred Weights From Co-Occurrence Data for Heterogeneous Transfer Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

A discriminative and sparse topic model for image classification and annotation.

[BibT_eX]

[DOI]

Image Vis. Comput., 2016

Robust graph learning via constrained elastic-net regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2016

DCAR: A Discriminative and Compact Audio Representation to Improve Event Detection.

[BibT_eX]

[DOI]

CoRR, 2016

An Efficient Parallel Trust-Based Recommendation Method on Multicores.

[BibT_eX]

[DOI]

Huafeng Liu

MiaoMiao Cheng

Proceedings of the 2016 High Performance Graph Data Management and Processing Workshop, 2016

A Discriminative and Compact Audio Representation for Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

2015

Robust and Non-Negative Collective Matrix Factorization for Text-to-Image Transfer Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Stratified feature sampling method for ensemble clustering of high dimensional data.

[BibT_eX]

[DOI]

Kuang Tian

Pattern Recognit., 2015

Common Latent Space Identification for Heterogeneous Co-transfer Clustering.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

Sparse Probabilistic Matrix Factorization by Laplace Distribution for Collaborative Filtering.

[BibT_eX]

[DOI]

Peng Wang

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Semi-supervised low-rank mapping learning for multi-label classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Sparse Label-Indicator Optimization Methods for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

A New Active Set Method For Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Chao Zhang

Naihua Xiu

SIAM J. Sci. Comput., 2014

Heterogeneous Co-transfer Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014

Constrained Least Squares Regression for Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Weighting Exponent Selection of Fuzzy C-Means via Jacobian Matrix.

[BibT_eX]

[DOI]

Dong Deng

Proceedings of the Knowledge Science, Engineering and Management, 2014

2013

Dictionary Learning-Based Subspace Structure Identification in Spectral Clustering.

[BibT_eX]

[DOI]

Tieyong Zeng

IEEE Trans. Neural Networks Learn. Syst., 2013

A novel semi-supervised learning framework with simultaneous text representing.

[BibT_eX]

[DOI]

Yan Zhu

Knowl. Inf. Syst., 2013

Recommending scientific articles using bi-relational graph-based iterative RWR.

[BibT_eX]

[DOI]

Geng Tian

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Adaptive Graph Constrained NMF for Semi-Supervised Learning.

[BibT_eX]

[DOI]

Qian Li

Proceedings of the Partially Supervised Learning - Second IAPR International Workshop, 2013

Sparse-MIML: A Sparsity-Based Multi-Instance Multi-Learning Algorithm.

[BibT_eX]

[DOI]

Chenyang Shen

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013

2012

SNMFCA: Supervised NMF-Based Image Classification and Annotation.

[BibT_eX]

[DOI]

Chao Zhang

IEEE Trans. Image Process., 2012

A multi-layer text classification framework based on two-level representation model.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

Semi-supervised Clustering via Constrained Symmetric Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics - International Conference, 2012

2011

On gene Selection and Classification for Cancer microarray Data Using Multi-Step Clustering and Sparse Representation.

[BibT_eX]

[DOI]

Tieyong Zeng

Adv. Data Sci. Adapt. Anal., 2011

Least Absolute Deviation Cut.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Text Clustering Based on Granular Computing and Wikipedia.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Unsupervised Feature Weighting Based on Local Feature Relatedness.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

High-Order Co-clustering Text Data on Semantics-Based Representation Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Text Clustering via Constrained Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Yan Zhu

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Sparse representation-based gene selection for cancer prediction.

[BibT_eX]

[DOI]

Kuang Tian

Ninglin Du

Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

2010

Construction of gene networks with hybrid approach from expression profile and gene ontology.

[BibT_eX]

[DOI]

Ying Liu

IEEE Trans. Inf. Technol. Biomed., 2010

Knowledge-based vector space model for text clustering.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2010

Prior knowledge based mining functional modules from Yeast PPI networks with gene ontology.

[BibT_eX]

[DOI]

BMC Bioinform., 2010

Text Clustering via Term Semantic Units.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Semantics-Based Representation Model for Multi-layer Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Medical Document Clustering Using Ontology-Based Term Similarity Measures.

[BibT_eX]

[DOI]

Proceedings of the Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments, 2010

2009

Soft Subspace Clustering for High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

A new fuzzy k-modes clustering algorithm for categorical data.

[BibT_eX]

[DOI]

Int. J. Granul. Comput. Rough Sets Intell. Syst., 2009

SMART: a subspace clustering algorithm that automatically identifies the appropriate number of clusters.

[BibT_eX]

[DOI]

Int. J. Data Min. Model. Manag., 2009

A semi-supervised approach to projected clustering with applications to microarray data.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2009

Granular Computing for Text Mining: New Research Challenges and Opportunities.

[BibT_eX]

[DOI]

Raymond Y. K. Lau

Proceedings of the Rough Sets, 2009

New Labeling Strategy for Semi-supervised Document Categorization.

[BibT_eX]

[DOI]

Yan Zhu

Proceedings of the Knowledge Science, 2009

2008

Medical Document Clustering Using Ontology-Based Term Similarity Measures.

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2008

Spectral geometry for simultaneously clustering and ranking query search results.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

2007

An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data.

[BibT_eX]

[DOI]