Guanyi Wang

Orcid: 0000-0002-7116-3005

According to our database1, Guanyi Wang authored at least 16 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2023
An image watermark removal method for secure internet of things applications based on federated learning.
Expert Syst. J. Knowl. Eng., June, 2023

Solving sparse principal component analysis with global support.
Math. Program., May, 2023

Do algorithms and barriers for sparse principal component analysis extend to other structured settings?
CoRR, 2023

A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
A Gated Convolution and Self-Attention-Based Pyramid Image Inpainting Network.
J. Circuits Syst. Comput., 2022

Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA.
Oper. Res., 2022

A Simple Algorithm for Online Decision Making.
CoRR, 2022

2021
Only Train Once: A One-Shot Neural Network Training And Pruning Framework.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Approximation Algorithms for Training One-Node ReLU Neural Networks.
IEEE Trans. Signal Process., 2020

Orthant Based Proximal Stochastic Gradient Method for 𝓁<sub>1</sub>-Regularized Optimization.
CoRR, 2020

Orthant Based Proximal Stochastic Gradient Method for ℓ <sub>1</sub>-Regularized Optimization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Upper bounds for Model-Free Row-Sparse Principal Component Analysis.
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
Mixed-Integer Linear Representability, Disjunctions, and Chvátal Functions - Modeling Implications.
Math. Oper. Res., 2019

2018
The strength of multi-row aggregation cuts for sign-pattern integer programs.
Oper. Res. Lett., 2018

2017
Mixed-Integer Linear Representability, Disjunctions, and Variable Elimination.
Proceedings of the Integer Programming and Combinatorial Optimization, 2017

2013
Accurate Assessment Model for Multi-system GNSS.
Proceedings of the Information Computing and Applications - 4th International Conference, 2013


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