Xingguo Li
Orcid: 0000-0002-5510-9447
According to our database1,
Xingguo Li
authored at least 59 papers
between 2004 and 2024.
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Bibliography
2024
UAVs-assisted QoS guarantee scheme of IoT applications for reliable mobile edge computing.
Comput. Commun., 2024
2023
Exploration of a network security situational awareness model based on multisource data fusion.
Neural Comput. Appl., December, 2023
2022
Security Risk Assessment Method of High Voltage Power Communication Network Based on Fuzzy Clustering.
Proceedings of the Machine Learning for Cyber Security - 4th International Conference, 2022
2020
A Dictionary-Based Generalization of Robust PCA With Applications to Target Localization in Hyperspectral Imaging.
IEEE Trans. Signal Process., 2020
IEEE Signal Process. Lett., 2020
Exploring emerging IoT technologies in smart health research: a knowledge graph analysis.
BMC Medical Informatics Decis. Mak., 2020
Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of Dimensionality.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Provable Online CP/PARAFAC Decomposition of a Structured Tensor via Dictionary Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Symmetry, Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization.
IEEE Trans. Inf. Theory, 2019
Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and Python.
J. Mach. Learn. Res., 2019
Research on large data intelligent search engine based on multilayer perceptive botnet algorithm.
J. Intell. Fuzzy Syst., 2019
A Dictionary-Based Generalization of Robust PCA Part II: Applications to Hyperspectral Demixing.
CoRR, 2019
A Dictionary-Based Generalization of Robust PCA Part I: Study of Theoretical Properties.
CoRR, 2019
Real-Time Simulation and Optimization of Elastic Aircraft Vehicle Based on Multi-GPU Workstation.
IEEE Access, 2019
Discovering and Visualizing Knowledge Evolution of Chronic Disease Research Driven by Emerging Technologies.
IEEE Access, 2019
On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don't Worry About its Nonsmooth Loss Function.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
On Constrained Nonconvex Stochastic Optimization: A Case Study for Generalized Eigenvalue Decomposition.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
CoRR, 2018
On Landscape of Lagrangian Functions and Stochastic Search for Constrained Nonconvex Optimization.
CoRR, 2018
The Effects of Transshipment Link on the Design of Spare Parts Network With Time-Window Based Service Level.
IEEE Access, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
2017
On Faster Convergence of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization.
J. Mach. Learn. Res., 2017
Visualizing the knowledge structure and evolution of big data research in healthcare informatics.
Int. J. Medical Informatics, 2017
On Quadratic Convergence of DC Proximal Newton Algorithm for Nonconvex Sparse Learning in High Dimensions.
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
On Quadratic Convergence of DC Proximal Newton Algorithm in Nonconvex Sparse Learning.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Communication-Efficient distributed optimization for sparse learning via two-way truncation.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
CoRR, 2016
CoRR, 2016
A refined analysis for the sample complexity of adaptive compressive outlier sensing.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2016
An Improved Convergence Analysis of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
IEEE Trans. Signal Process., 2015
The flare package for high dimensional linear regression and precision matrix estimation in R.
J. Mach. Learn. Res., 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
2012
Integrating gray system theory and logistic regression into case-based reasoning for safety assessment of thermal power plants.
Expert Syst. Appl., 2012
2010
Intelligent Technique for Knowledge Reuse of Dental Medical Records Based on Case-Based Reasoning.
J. Medical Syst., 2010
Proceedings of the International Conference on E-Business and E-Government, 2010
2009
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009
2007
Proceedings of the Advanced Parallel Processing Technologies, 7th International Symposium, 2007
2004
Proceedings of the Advances in Biometric Person Authentication, 2004