Zhenni Li
Orcid: 0000-0001-5696-3488
According to our database1,
Zhenni Li
authored at least 84 papers
between 2012 and 2024.
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Bibliography
2024
A Spatiotemporal Information-Driven Cross-Attention Model With Sparse Representation for GNSS NLOS Signal Classification.
IEEE Internet Things J., October, 2024
Adaptive Output Synchronization With Designated Convergence Rate of Multiagent Systems Based on Off-Policy Reinforcement Learning.
IEEE Trans. Syst. Man Cybern. Syst., August, 2024
Log-Regularized Dictionary-Learning-Based Reinforcement Learning Algorithm for GNSS Positioning Correction.
IEEE Internet Things J., April, 2024
An Efficient Convolutional Denoising Autoencoder-Based BDS NLOS Detection Method in Urban Forest Environments.
Sensors, March, 2024
Label-Weighted Graph-Based Learning for Semi-Supervised Classification Under Label Noise.
IEEE Trans. Big Data, February, 2024
A Few-Shot Learning-Based Semi-Supervised Method to Enhance NLOS Recognition Accuracy Across Multiple Locations by Cross-Spatiotemporal Information.
IEEE Trans. Instrum. Meas., 2024
Dictionary Learning-Structured Reinforcement Learning With Adaptive-Sparsity Regularizer.
IEEE Trans. Aerosp. Electron. Syst., 2024
Compressing Deep Reinforcement Learning Networks with a Dynamic Structured Pruning Method for Autonomous Driving.
CoRR, 2024
2023
Accelerated Partially Shared Dictionary Learning With Differentiable Scale-Invariant Sparsity for Multi-View Clustering.
IEEE Trans. Neural Networks Learn. Syst., November, 2023
Dynamic sparse coding-based value estimation network for deep reinforcement learning.
Neural Networks, November, 2023
IEEE Trans. Neural Networks Learn. Syst., July, 2023
Semi-supervised multi-view clustering by label relaxation based non-negative matrix factorization.
Vis. Comput., April, 2023
IET Image Process., April, 2023
Sci. China Inf. Sci., March, 2023
Double Sparse Deep Reinforcement Learning via Multilayer Sparse Coding and Nonconvex Regularized Pruning.
IEEE Trans. Cybern., 2023
Sensors, 2023
Auto-weighted collective matrix factorization with graph dual regularization for multi-view clustering.
Knowl. Based Syst., 2023
Adaptive sparsity-regularized deep dictionary learning based on lifted proximal operator machine.
Knowl. Based Syst., 2023
What is Your Location Privacy Worth? Monetary Valuation of Different Location Types and Privacy Influencing Factors.
Proceedings of the 16th ACM Conference on Security and Privacy in Wireless and Mobile Networks, 2023
Research on the Design of Building a Personalized Intelligent Art Interaction System from the Perspective of Scenes.
Proceedings of the HCI International 2023 Posters, 2023
Proceedings of the Eleventh International Symposium of Chinese CHI, 2023
2022
Accelerated Log-Regularized Convolutional Transform Learning and Its Convergence Guarantee.
IEEE Trans. Cybern., 2022
IEEE Trans. Artif. Intell., 2022
Group non-convex sparsity regularized partially shared dictionary learning for multi-view learning.
Knowl. Based Syst., 2022
IEEE J. Sel. Areas Commun., 2022
Co-consensus semi-supervised multi-view learning with orthogonal non-negative matrix factorization.
Inf. Process. Manag., 2022
Multiagent Federated Reinforcement Learning for Secure Incentive Mechanism in Intelligent Cyber-Physical Systems.
IEEE Internet Things J., 2022
Label prediction based constrained non-negative matrix factorization for semi-supervised multi-view classification.
Neurocomputing, 2022
IEEE CAA J. Autom. Sinica, 2022
Circuits Syst. Signal Process., 2022
Incomplete multi-view clustering with incomplete graph-regularized orthogonal non-negative matrix factorization.
Appl. Intell., 2022
An Intelligent Scoring Method for Sketch Portrait Based on Attention Convolution Neural Network.
Proceedings of the IEEE Smartworld, 2022
Brain Tumor Grading Prediction and Brain Health Management Based on Multi-Physiological Data Fusion.
Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022
Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2022
2021
IEEE Trans. Engineering Management, 2021
IEEE Trans. Cybern., 2021
Semi-supervised multi-view learning by using label propagation based non-negative matrix factorization.
Knowl. Based Syst., 2021
Block-Sparse Coding-Based Machine Learning Approach for Dependable Device-Free Localization in IoT Environment.
IEEE Internet Things J., 2021
NOMA-Enabled Cooperative Computation Offloading for Blockchain-Empowered Internet of Things: A Learning Approach.
IEEE Internet Things J., 2021
Neurocomputing, 2021
Entropy, 2021
Appl. Intell., 2021
Gradient-Free Neural Network Training Based on Deep Dictionary Learning with the Log Regularizer.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021
2020
IEEE Trans. Veh. Technol., 2020
IEEE Trans. Green Commun. Netw., 2020
Semi-supervised multi-view clustering with Graph-regularized Partially Shared Non-negative Matrix Factorization.
Knowl. Based Syst., 2020
Multi-view clustering by non-negative matrix factorization with co-orthogonal constraints.
Knowl. Based Syst., 2020
Proceedings of the 20th International Conference on Data Mining Workshops, 2020
2019
IEEE Trans. Ind. Informatics, 2019
A Novel Debt-Credit Mechanism for Blockchain-Based Data-Trading in Internet of Vehicles.
IEEE Internet Things J., 2019
Credit-Based Payments for Fast Computing Resource Trading in Edge-Assisted Internet of Things.
IEEE Internet Things J., 2019
An $\ell_{1/2}$ -Norm Regularizer-Based Sparse Coding Framework for Gaze Prediction in First-Person Videos.
IEEE Access, 2019
Sparse Representation Based on the Analysis Model With Optimization on the Stiefel Manifold.
IEEE Access, 2019
2018
Proximal Alternating Minimization for Analysis Dictionary Learning and Convergence Analysis.
IEEE Trans. Emerg. Top. Comput. Intell., 2018
Manifold optimization-based analysis dictionary learning with an ℓ1∕2-norm regularizer.
Neural Networks, 2018
Dictionary learning with the \({{\ell }_{1/2}}\) -regularizer and the coherence penalty and its convergence analysis.
Int. J. Mach. Learn. Cybern., 2018
J. Parallel Distributed Comput., 2018
An Accurate and Efficient Device-Free Localization Approach Based on Sparse Coding in Subspace.
IEEE Access, 2018
2017
IEEE Trans. Computers, 2017
Analysis dictionary learning using block coordinate descent framework with proximal operators.
Neurocomputing, 2017
Digit. Signal Process., 2017
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017
Dictionary learning in the analysis sparse representation with optimization on Stiefel manifold.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
2016
IEEE Trans. Computers, 2016
Dictionary learning with the cosparse analysis model based on summation of blocked determinants as the sparseness measure.
Digit. Signal Process., 2016
An efficient algorithm for incoherent analysis dictionary learning based on proximal operator.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the Big Data Computing and Communications - Second International Conference, 2016
Proceedings of the Big Data Computing and Communications - Second International Conference, 2016
2015
A Fast Algorithm for Learning Overcomplete Dictionary for Sparse Representation Based on Proximal Operators.
Neural Comput., 2015
Proceedings of the IIAI 4th International Congress on Advanced Applied Informatics, 2015
An efficient algorithm for dictionary learning with a mixed-norm regularizer for sparsity based on proximal operator.
Proceedings of the 9th International Conference on Signal Processing and Communication Systems, 2015
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Analysis dictionary learning based on summation of blocked determinants measure of sparseness.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Proceedings of the IEEE 7th International Conference on Awareness Science and Technology, 2015
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015
2014
A dictionary-learning algorithm for the analysis sparse model with a determinant-type of sparsity measure.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014
2013
A SoC design and implementation of dynamic image edge detection based on the LEON3 open source processor.
Proceedings of the Ninth International Conference on Natural Computation, 2013
Sparse representation and dictionary learning based on alternating parallel coordinate descent.
Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013
Dictionary learning by nonnegative matrix factorization with 1/2-norm sparsity constraint.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013
2012
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012