Junqi Tang
Scholar

Junqi Tang

Google Scholar ID: pF4UnroAAAAJ
Assistant Professor, University of Birmingham
OptimizationMachine LearningStatisticsInverse ProblemsComputational Social Science
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Citations & Impact
All-time
Citations
451
 
H-index
13
 
i10-index
16
 
Publications
20
 
Co-authors
0
 
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Publications
9 items
A New Convergence Analysis of Plug-and-Play Proximal Gradient Descent Under Prior Mismatch
2026
Cited
0
The Practicality of Normalizing Flow Test-Time Training in Bayesian Inference for Agent-Based Models
2026
Cited
0
From Image Denoisers to Regularizing Imaging Inverse Problems: An Overview
2025
Cited
0
Fast Equivariant Imaging: Acceleration for Unsupervised Learning via Augmented Lagrangian and Auxiliary PnP Denoisers
2025
Cited
0
Sketched Equivariant Imaging Regularization and Deep Internal Learning for Inverse Problems
arXiv.org · 2024
Cited
0
Blessing of Dimensionality for Approximating Sobolev Classes on Manifolds
arXiv.org · 2024
Cited
0
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation
arXiv.org · 2024
Cited
0
Stochastic Primal-Dual Three Operator Splitting Algorithm with Extension to Equivariant Regularization-by-Denoising
2022
Cited
0
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)