Kai Liu
Kai Liu
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Dropping symmetry for fast symmetric nonnegative matrix factorization
Z Zhu, X Li, K Liu, Q Li
Advances in Neural Information Processing Systems 31, 2018
Factor-bounded nonnegative matrix factorization
K Liu, X Li, Z Zhu, L Brand, H Wang
ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (6), 1-18, 2021
Learning multi-instance enriched image representations via non-greedy ratio maximization of the l1-norm distances
K Liu, H Wang, F Nie, H Zhang
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
Learning robust distance metric with side information via ratio minimization of orthogonally constrained l21-norm distances
K Liu, L Brand, H Wang, F Nie
Proceedings of the Twenty-Eighth International Joint Conference on …, 2019
Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration
K Liu, H Wang, F Han, H Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 8034-8041, 2019
Spherical principal component analysis
K Liu, Q Li, H Wang, G Tang
Proceedings of the 2019 SIAM international conference on data mining, 387-395, 2019
Learning strictly orthogonal p-order nonnegative laplacian embedding via smoothed iterative reweighted method
H Yang, K Liu, H Wang, F Nie
IJCAI, 2019
Robust Multi-Relational Clustering via ℓ1-Norm Symmetric Nonnegative Matrix Factorization-Norm Symmetric Nonnegative Matrix Factorization
K Liu, H Wang
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
High-order co-clustering via strictly orthogonal and symmetric l1-norm nonnegative matrix tri-factorization
K Liu, H Wang
Proceedings of the Twenty-Seventh International Joint Conference on …, 2018
Multiple incomplete views clustering via non-negative matrix factorization with its application in Alzheimer's disease analysis
K Liu, H Wang, S Risacher, A Saykin, L Shen
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
Incentivized exploration for multi-armed bandits under reward drift
Z Liu, H Wang, F Shen, K Liu, L Chen
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4981-4988, 2020
Learning robust multilabel sample specific distances for identifying hiv-1 drug resistance
L Brand, X Yang, K Liu, S Elbeleidy, H Wang, H Zhang, F Nie
Journal of Computational Biology 27 (4), 655-672, 2020
Timing performance simulation for 3D 4H-SiC detector
Y Tan, T Yang, K Liu, C Wang, X Zhang, M Zhao, X Xia, H Liang, R Xu, ...
Micromachines 13 (1), 46, 2022
A provable splitting approach for symmetric nonnegative matrix factorization
X Li, Z Zhu, Q Li, K Liu
IEEE Transactions on Knowledge and Data Engineering, 2021
A semi-automated entity relation extraction mechanism with weakly supervised learning for Chinese Medical webpages
Z Liu, J Tong, J Gu, K Liu, B Hu
Smart Health: International Conference, ICSH 2016, Haikou, China, December …, 2017
A Study of Non-Negative Matrix Factorizations: Foundations, Methods, Algorithms, and Applications
K Liu
Colorado School of Mines, 2019
Rethinking Symmetric Matrix Factorization: A More General and Better Clustering Perspective
M Zhang, K Liu
arXiv preprint arXiv:2209.02528, 2022
Spherical Matrix Factorization
K Liu
arXiv preprint arXiv:2111.14536, 2021
Transvae: a novel variational sequence-to-sequence framework for semi-supervised learning and diversity improvement
X Wang, T Hu, X Ren, J Sun, K Liu, M Zhang
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
Adaptive Weighted Multiview Kernel Matrix Factorization with its application in Alzheimer's Disease Analysis--A clustering Perspective
K Liu, Y Cao
arXiv preprint arXiv:2303.04154, 2023
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