Hao Li

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 13

Top Topics

Matrix Factorization

Recommender Systems

Locality Sensitive

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Parallel Distributed Syst.

Publications

Hao Li, Kenli Li, Jiyao An, Keqin Li
An Online and Scalable Model for Generalized Sparse Nonnegative Matrix Factorization in Industrial Applications on Multi-GPU. IEEE Trans. Ind. Informatics 18 (1) (2022)
Jin Wang, Hui Han, Hao Li, Shiming He, Pradip Kumar Sharma, Lydia Y. Chen
Multiple Strategies Differential Privacy on Sparse Tensor Factorization for Network Traffic Analysis in 5G. IEEE Trans. Ind. Informatics 18 (3) (2022)
Hao Li, Zixuan Li, Kenli Li, Jan S. Rellermeyer, Lydia Y. Chen, Keqin Li
SGD$\_$_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Zixuan Li, Hao Li, Kenli Li, Fan Wu, Lydia Yiyu Chen, Keqin Li
Locality Sensitive Hash Aggregated Nonlinear Neighborhood Matrix Factorization for Online Sparse Big Data Analysis. Trans. Data Sci. 2 (4) (2021)
Zixuan Li, Hao Li, Kenli Li, Fan Wu, Lydia Y. Chen, Keqin Li
Locality Sensitive Hash Aggregated Nonlinear Neighbourhood Matrix Factorization for Online Sparse Big Data Analysis. CoRR (2021)
Hao Li, Zixuan Li, Kenli Li, Jan S. Rellermeyer, Lydia Y. Chen, Keqin Li
SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition. CoRR (2020)
Linlin Zhuo, Kenli Li, Hao Li, Jiwu Peng, Keqin Li
An online and generalized non-negativity constrained model for large-scale sparse tensor estimation on multi-GPU. Neurocomputing 399 (2020)
Hao Li, Keqin Li, Jiyao An, Weihua Zheng, Kenli Li
An efficient manifold regularized sparse non-negative matrix factorization model for large-scale recommender systems on GPUs. Inf. Sci. 496 (2019)
Linlin Zhuo, Kenli Li, Bo Liao, Hao Li, Xiaohui Wei, Keqin Li
HCFS: A Density Peak Based Clustering Algorithm Employing A Hierarchical Strategy. IEEE Access 7 (2019)
Hao Li, Kenli Li, Ji-yao An, Keqin Li
MSGD: A Novel Matrix Factorization Approach for Large-Scale Collaborative Filtering Recommender Systems on GPUs. IEEE Trans. Parallel Distributed Syst. 29 (7) (2018)
Hao Li, Kenli Li, Ji-yao An, Keqin Li
CUSNTF: A Scalable Sparse Non-negative Tensor Factorization Model for Large-scale Industrial Applications on Multi-GPU. CIKM (2018)
Hao Li, Kenli Li, Jiwu Peng, Keqin Li
CuSNMF: A Sparse Non-Negative Matrix Factorization Approach for Large-Scale Collaborative Filtering Recommender Systems on Multi-GPU. ISPA/IUCC (2017)
Hao Li, Kenli Li, Jiwu Peng, Junyan Hu, Keqin Li
An Efficient Parallelization Approach for Large-Scale Sparse Non-Negative Matrix Factorization Using Kullback-Leibler Divergence on Multi-GPU. ISPA/IUCC (2017)