Kai Liu

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Negative Matrix Factorization

Drug Resistance

Probabilistic Latent Semantic Indexing

Principal Component Analysis

Top Venues

Publications

Xiao Li, Zhihui Zhu, Qiuwei Li, Kai Liu
A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Kai Liu, Xiangyu Li, Zhihui Zhu, Lodewijk Brand, Hua Wang
Factor-Bounded Nonnegative Matrix Factorization. ACM Trans. Knowl. Discov. Data 15 (6) (2021)
Lodewijk Brand, Xue Yang, Kai Liu, Saad Elbeleidy, Hua Wang, Hao Zhang, Feiping Nie
Learning Robust Multilabel Sample Specific Distances for Identifying HIV-1 Drug Resistance. J. Comput. Biol. 27 (4) (2020)
Kai Liu, Hua Wang, Fei Han, Hao Zhang
Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration. AAAI (2019)
Kai Liu, Lodewijk Brand, Hua Wang, Feiping Nie
Learning Robust Distance Metric with Side Information via Ratio Minimization of Orthogonally Constrained L21-Norm Distances. IJCAI (2019)
Kai Liu, Qiuwei Li, Hua Wang, Gongguo Tang
Spherical Principal Component Analysis. CoRR (2019)
Kai Liu, Qiuwei Li, Hua Wang, Gongguo Tang
Spherical Principal Component Analysis. SDM (2019)
Haoxuan Yang, Kai Liu, Hua Wang, Feiping Nie
Learning Strictly Orthogonal p-Order Nonnegative Laplacian Embedding via Smoothed Iterative Reweighted Method. IJCAI (2019)
Lodewijk Brand, Xue Yang, Kai Liu, Saad El Beleidy, Hua Wang, Hao Zhang
Learning Robust Multi-label Sample Specific Distances for Identifying HIV-1 Drug Resistance. RECOMB (2019)
Zhihui Zhu, Xiao Li, Kai Liu, Qiuwei Li
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization. NeurIPS (2018)
Zhihui Zhu, Xiao Li, Kai Liu, Qiuwei Li
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization. CoRR (2018)
Kai Liu, Hua Wang, Shannon L. Risacher, Andrew J. Saykin, Li Shen
Multiple incomplete views clustering via non-negative matrix factorization with its application in Alzheimer's disease analysis. ISBI (2018)
Kai Liu, Hua Wang, Feiping Nie, Hao Zhang
Learning Multi-Instance Enriched Image Representations via Non-Greedy Ratio Maximization of the l1-Norm Distances. CVPR (2018)