895 citations · 5.3k across the 104 of their papers we have counts for
11 papers · 1 filter
Decomposition by Successive Convex Approximation: A Unifying Approach for Linear Transceiver Design in Heterogeneous Networks
Mingyi Hong, Qiang Li, Ya-Feng Liu
We study the downlink linear precoder design problem in a multi-cell dense heterogeneous network (HetNet). The problem is formulated as a general sum-utility maximization (SUM) pro…
A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization
Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo
The block coordinate descent (BCD) method is widely used for minimizing a continuous function f of several block variables. At each iteration of this method, a single block of vari…
Joint User Grouping and Linear Virtual Beamforming: Complexity, Algorithms and Approximation Bounds
Mingyi Hong, Zi Xu, Meisam Razaviyayn +1
In a wireless system with a large number of distributed nodes, the quality of communication can be greatly improved by pooling the nodes to perform joint transmission/reception. In…
Linear Transceiver Design for a MIMO Interfering Broadcast Channel Achieving Max-Min Fairness
Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo
We consider the problem of linear transceiver design to achieve max-min fairness in a downlink MIMO multicell network. This problem can be formulated as maximizing the minimum rate…
On the Linear Convergence of the Alternating Direction Method of Multipliers
Mingyi Hong, Zhi-Quan Luo
We analyze the convergence rate of the alternating direction method of multipliers (ADMM) for minimizing the sum of two or more nonsmooth convex separable functions subject to line…
An Adaptive Online Ad Auction Scoring Algorithm for Revenue Maximization
Chenyang Li, Mingyi Hong, Randy Cogill +1
Sponsored search becomes an easy platform to match potential consumers' intent with merchants' advertising. Advertisers express their willingness to pay for each keyword in terms o…