Multiple Strategies Differential Privacy on Sparse Tensor Factorization for Network Traffic Analysis in 5G

Hui Han, Hao Li, Shiming He, +2

IEEE Transactions on Industrial Informatics

Privacy ProtectionEngineeringSparse TensorInformation SecurityNetwork Analysis +15

An efficient manifold regularized sparse non-negative matrix factorization model for large-scale recommender systems on GPUs

Hao Li, Keqin Li, Jiyao An, +2

Information Sciences

Low-rank ApproximationGroup RecommendersEngineeringMachine LearningData Science +7

15.4 A 5.99-to-691.1TOPS/W Tensor-Train In-Memory-Computing Processor Using Bit-Level-Sparsity-Based Optimization and Variable-Precision Quantization

Ruiqi Guo, Zhiheng Yue, Xin Si, +9

EngineeringMachine LearningNeural Networks (Machine Learning)Energy EfficiencyComputer Architecture +16

An Online and Scalable Model for Generalized Sparse Nonnegative Matrix Factorization in Industrial Applications on Multi-GPU

Hao Li, Kenli Li, Jiyao An, +1

IEEE Transactions on Industrial Informatics

Mathematical ProgrammingCluster ComputingIndustrial ApplicationsEngineeringMachine Learning +18

TT@CIM: A Tensor-Train In-Memory-Computing Processor Using Bit-Level-Sparsity Optimization and Variable Precision Quantization

Ruiqi Guo, Zhiheng Yue, Xin Si, +10

IEEE Journal of Solid-State Circuits

SGD_Tucker: A Novel Stochastic Optimization Strategy for Scalable Parallel Sparse Tucker Decomposition

Hao Li, Zixuan Li, Kenli Li, +3

IEEE Transactions on Parallel and Distributed Systems

HCFS: A Density Peak Based Clustering Algorithm Employing A Hierarchical Strategy

Linlin Zhuo, Kenli Li, Bo Liao, +3

IEEE Access

Cluster ComputingEngineeringHierarchical StrategyUneven DistributionUnsupervised Machine Learning +16

Sequential optimization and moment-based method for efficient probabilistic design

Wang Zhen-hu, Hao Li, Ziming Chen, +2

Structural and Multidisciplinary Optimization

Mathematical ProgrammingEngineeringStochastic OptimizationUncertainty QuantificationDesign +3

SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition

Hao Li, Zixuan Li, Kenli Li, +3

ArXiv.org

Mathematical ProgrammingEngineeringMachine LearningSparse TensorData Science +15

ESG performance and corporate fraud

Dengjia Li, Chaoqun Ma, Jinglan Yang, +1

Finance research letters