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Minhui Huang

Orcid: 0000-0001-6232-333X

According to our database1, Minhui Huang authored at least 12 papers between 2020 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis.
[BibTeX]
[DOI]
Yifan Yang
,
Hao Ban
,
Minhui Huang
,
Shiqian Ma
,
Kaiyi Ji
CoRR, 2024

Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization.
[BibTeX]
[DOI]
Wei Shen
,
Minhui Huang
,
Jiawei Zhang
,
Cong Shen
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
Achieving Linear Speedup in Non-IID Federated Bilevel Learning.
[BibTeX]
[DOI]
Minhui Huang
,
Dewei Zhang
,
Kaiyi Ji
Proceedings of the International Conference on Machine Learning, 2023

Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity.
[BibTeX]
[DOI]
Xuxing Chen
,
Minhui Huang
,
Shiqian Ma
,
Krishna Balasubramanian
Proceedings of the International Conference on Machine Learning, 2023

2022
Decentralized Stochastic Bilevel Optimization with Improved Per-Iteration Complexity.
[BibTeX]
[DOI]
Xuxing Chen
,
Minhui Huang
,
Shiqian Ma
,
Krishnakumar Balasubramanian
CoRR, 2022

Efficiently Escaping Saddle Points in Bilevel Optimization.
[BibTeX]
[DOI]
Minhui Huang
,
Kaiyi Ji
,
Shiqian Ma
,
Lifeng Lai
CoRR, 2022

2021
Robust Low-Rank Matrix Completion via an Alternating Manifold Proximal Gradient Continuation Method.
[BibTeX]
[DOI]
Minhui Huang
,
Shiqian Ma
,
Lifeng Lai
IEEE Trans. Signal Process., 2021

On the Convergence of Projected Alternating Maximization for Equitable and Optimal Transport.
[BibTeX]
[DOI]
Minhui Huang
,
Shiqian Ma
,
Lifeng Lai
CoRR, 2021

Escaping Saddle Points for Nonsmooth Weakly Convex Functions via Perturbed Proximal Algorithms.
[BibTeX]
[DOI]
Minhui Huang
CoRR, 2021

Projection Robust Wasserstein Barycenters.
[BibTeX]
[DOI]
Minhui Huang
,
Shiqian Ma
,
Lifeng Lai
Proceedings of the 38th International Conference on Machine Learning, 2021

A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance.
[BibTeX]
[DOI]
Minhui Huang
,
Shiqian Ma
,
Lifeng Lai
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Spatial Co-Location Pattern Mining Based on Hesitant Fuzzy Location.
[BibTeX]
[DOI]
Minhui Huang
,
Bo Wei
,
Zhaowei Liu
Proceedings of the ICITEE2020: The 3rd International Conference on Information Technologies and Electrical Engineering, 2020


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