Rui Liu

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 18

Top Topics

Sparsity Constraints

Negative Matrix Factorization

Text Categorization

Top Venues

Publications

Hao Geng, Deqing Wang, Fuzhen Zhuang, Xuehua Ming, Chenguang Du, Ting Jiang, Haolong Guo, Rui Liu
Modeling Dynamic Heterogeneous Graph and Node Importance for Future Citation Prediction. CoRR (2023)
Hao Geng, Deqing Wang, Fuzhen Zhuang, Xuehua Ming, Chenguang Du, Ting Jiang, Haolong Guo, Rui Liu
Modeling Dynamic Heterogeneous Graph and Node Importance for Future Citation Prediction. CIKM (2022)
Quanye Jia, Rui Liu, Jianying Lin
Using Query Expansion in Manifold Ranking for Query-Oriented Multi-Document Summarization. CoRR (2021)
Quanye Jia, Rui Liu, Jianying Lin
Using Query Expansion in Manifold Ranking for Query-Oriented Multi-document Summarization. CCL (2021)
Yong Chen, Junjie Wu, Jianying Lin, Rui Liu, Hui Zhang, Zhiwen Ye
Affinity Regularized Non-Negative Matrix Factorization for Lifelong Topic Modeling. IEEE Trans. Knowl. Data Eng. 32 (7) (2020)
Yong Chen, Hui Zhang, Rui Liu, Zhiwen Ye, Jianying Lin
Experimental explorations on short text topic mining between LDA and NMF based Schemes. Knowl. Based Syst. 163 (2019)
Lu You, Rui Liu, He Zhang, Z. M. Shan
Graph Regularized Non-negative Matrix Factorization with Long-tail Constraint. PACRIM (2019)
Yifei Wang, Rui Liu, Yong Chen, Hui Zhang, Zhiwen Ye
Regularized Non-Negative Spectral Embedding for Clustering. ICTAI (2019)
Yifei Wang, Rui Liu, Yong Chen, Hui Zhang, Zhiwen Ye
Regularized Non-negative Spectral Embedding for Clustering. CoRR (2019)
Jianying Lin, Rui Liu, Quanye Jia
Joint Lifelong Topic Model and Manifold Ranking for Document Summarization. CoRR (2019)
Yong Chen, Hui Zhang, Xiaopeng Zhang, Rui Liu
Regularized Semi-non-negative Matrix Factorization for Hashing. IEEE Trans. Multim. 20 (7) (2018)
Xiaoyu Guo, Hui Zhang, Rui Liu, Xin Ding, Runqi Tian, Bencheng Wang
Attention-Based Combination of CNN and RNN for Relation Classification. ICONIP (4) (2018)
Yong Chen, Hui Zhang, Rui Liu, Zhiwen Ye
Soft orthogonal non-negative matrix factorization with sparse representation: Static and dynamic. Neurocomputing 310 (2018)
Xiaopeng Zhang, Hui Zhang, Rui Liu, Yong Chen, Zhiwen Ye
Discriminatively Local Hashing for Preserving Semantic Manifold. DASC/PiCom/DataCom/CyberSciTech (2017)
Jianying Lin, Rui Liu, Quanye Jia, Yahui Zhao
From Top to Down Hierarchical Classification Process with the Candidates' Strategy. CSE/EUC (1) (2017)
Fei Wang, Rui Liu, Yuan Zuo, Hui Zhang, He Zhang, Junjie Wu
Robust Word-Network Topic Model for Short Texts. ICTAI (2016)
Wenjie Zhang, Hui Zhang, Deqing Wang, Rui Liu, He Zhang, Xianlin Jiang, Yong Chen
Transfer Learning by Linking Similar Feature Clusters for Sentiment Classification. ICTAI (2016)
Deqing Wang, Hui Zhang, Rui Liu, Xianglong Liu, Jing Wang
Unsupervised feature selection through Gram-Schmidt orthogonalization - A word co-occurrence perspective. Neurocomputing 173 (2016)
Yong Chen, Hui Zhang, Junjie Wu, Xingguang Wang, Rui Liu, Mengxiang Lin
Modeling Emerging, Evolving and Fading Topics Using Dynamic Soft Orthogonal NMF with Sparse Representation. ICDM (2015)
Deqing Wang, Hui Zhang, Rui Liu
GS-Orthogonalization Based "Basis Feature" Selection from Word Co-occurrence Matrix. ICDM (2015)
Deqing Wang, Hui Zhang, Rui Liu, Weifeng Lv, Datao Wang
t-Test feature selection approach based on term frequency for text categorization. Pattern Recognit. Lett. 45 (2014)
Deqing Wang, Hui Zhang, Rui Liu, Weifeng Lv
Feature Selection Based on Term Frequency and T-Test for Text Categorization CoRR (2013)
Deqing Wang, Hui Zhang, Rui Liu, Mengxiang Lin, Wenjun Wu
Predicting Bugs' Components via Mining Bug Reports. J. Softw. 7 (5) (2012)
Deqing Wang, Hui Zhang, Rui Liu, Weifeng Lv
Feature selection based on term frequency and T-test for text categorization. CIKM (2012)
Kun Gao, Rui Liu, Deqing Wang
Web Object Mining Based on Entropy Pruning. SKG (2008)
Hui Zhang, Liping Zhao, Rui Liu, Deqing Wang
A No-Word-Segmentation Hierarchical Clustering Approach to Chinese Web Search Results. AIRS (2008)