Hao Wang

Orcid: 0000-0001-8821-7260

Affiliations:
  • ShanghaiTech University, School of Information Science and Technology, China
  • Chinese Academy of Sciences, Shanghai Institute of Microsystem and Information Technology, China


According to our database1, Hao Wang authored at least 31 papers between 2011 and 2023.

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

Timeline

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Bibliography

2023
Convergence rate analysis of proximal iteratively reweighted ℓ <sub>1</sub> methods for ℓ <sub>p</sub> regularization problems.
Optim. Lett., March, 2023

2022
Joint Sensor Selection, Beamforming and Phase Control in Reconfigurable Intelligent Surface Aided IoT Fusion Networks.
IEEE Wirel. Commun. Lett., 2022

A Proximal Iteratively Reweighted Approach for Efficient Network Sparsification.
IEEE Trans. Computers, 2022

An inexact first-order method for constrained nonlinear optimization.
Optim. Methods Softw., 2022

Towards An Efficient Approach for the Nonconvex lp Ball Projection: Algorithm and Analysis.
J. Mach. Learn. Res., 2022

A Screening Strategy for Structured Optimization Involving Nonconvex 𝓁<sub>q, p</sub> Regularization.
CoRR, 2022

An extrapolated iteratively reweighted ℓ <sub>1</sub> method with complexity analysis.
Comput. Optim. Appl., 2022

2021
Decentralized Approximate Newton Methods for Convex Optimization on Networked Systems.
IEEE Trans. Control. Netw. Syst., 2021

Relating ℓ <sub>p</sub> regularization and reweighted ℓ <sub>1</sub> regularization.
Optim. Lett., 2021

Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods.
J. Glob. Optim., 2021

An Iteratively Reweighted Method for Sparse Optimization on Nonconvex 𝓁<sub>p</sub> Ball.
CoRR, 2021

Effcient Projection Onto the Nonconvex 𝓁<sub>p</sub>-ball.
CoRR, 2021

2020
Inexact Sequential Quadratic Optimization with Penalty Parameter Updates within the QP Solver.
SIAM J. Optim., 2020

Projections onto the Intersection of a One-Norm Ball or Sphere and a Two-Norm Ball or Sphere.
J. Optim. Theory Appl., 2020

Sparse Optimization for Green Edge AI Inference.
J. Commun. Inf. Networks, 2020

Utilizing Amari-Alpha Divergence to Stabilize the Training of Generative Adversarial Networks.
Entropy, 2020

Super-Resolution Coding Defense Against Adversarial Examples.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

2019
Robust Linear Beamforming in Wireless Sensor Networks.
IEEE Trans. Commun., 2019

Inexact Primal-Dual Gradient Projection Methods for Nonlinear Optimization on Convex Set.
CoRR, 2019

A unified approach for projections onto the intersection of 𝓁<sub>1</sub> and 𝓁<sub>2</sub> balls or spheres.
CoRR, 2019

Deep Learning Tasks Processing in Fog-RAN.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Layer-wise Deep Neural Network Pruning via Iteratively Reweighted Optimization.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Parameter-Free ℓ<sub>p</sub>-Box Decoding of LDPC Codes.
IEEE Commun. Lett., 2018

Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods.
CoRR, 2018

$L_{2}$-Box Optimization for Green Cloud-RAN via Network Adaptation.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Generalized Low-Rank Matrix Completion via Nonconvex Schatten $p$-Norm Minimization.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Topological Interference Alignment via Generalized Low-Rank Optimization with Sequential Convex Approximations.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

An Approximately-Zero-Gradient-Sum Algorithm for Consensus Optimization.
Proceedings of the 15th International Conference on Control, 2018

2015
Iterative Reweighted Linear Least Squares for Exact Penalty Subproblems on Product Sets.
SIAM J. Optim., 2015

2014
A Sequential Quadratic Optimization Algorithm with Rapid Infeasibility Detection.
SIAM J. Optim., 2014

2011
Two-point step-size iterative soft-thresholding method for sparse reconstruction.
Int. J. Comput. Math., 2011


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