Concepedia

Mingyi Hong

MH

Statistics

Publications

165

Citations

14.3K

H-Index

58

Active since

2005

Affiliations

University of Minnesota(Current)

Iowa State University

Chinese University of Hong Kong, Shenzhen

University of Minnesota System

Twin Cities Orthopedics

Mingyi Hong is an author at University of Minnesota specializing in optimization, computer science, and computing.

Publications per year

2005–2024

165

Publications

165

A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization

Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo · SIAM Journal on Optimization · 2013 · 1.3K citations

Computing, Computer Science, Algorithms +16

Convergence Analysis of Alternating Direction Method of Multipliers for a Family of Nonconvex Problems

Mingyi Hong, Zhi-Quan Luo, Meisam Razaviyayn · SIAM Journal on Optimization · 2016 · 878 citations

Computing, Computer Science, Algorithms +13

Learning to Optimize: Training Deep Neural Networks for Interference Management

Haoran Sun, Xiangyi Chen, Qingjiang Shi et al. · IEEE Transactions on Signal Processing · 2018 · 870 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

On the linear convergence of the alternating direction method of multipliers

Mingyi Hong, Zhi‐Quan Luo · Mathematical Programming · 2016 · 626 citations

Computing, Computer Science, Algorithms +11

Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering

Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos et al. · arXiv (Cornell University) · 2016 · 600 citations · Full text

Computing, Computer Science, Data Mining +14

1–5 of 165