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Hao Li
ORCID
Publication Activity (10 Years)
Years Active: 2017-2022
Publications (10 Years): 13
Top Topics
Matrix Factorization
Recommender Systems
Data Analysis
Locality Sensitive
Top Venues
CoRR
IEEE Trans. Ind. Informatics
ISPA/IUCC
IEEE Trans. Parallel Distributed Syst.
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Publications
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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)