210 citations · 1.1k across the 95 of their papers we have counts for
4 papers · 1 filter
Low-Rank Matrix Completion for Mobile Edge Caching in Fog-RAN via Riemannian Optimization
Kai Yang, Yuanming Shi, Zhi Ding
The upcoming big data era is likely to demand tremendous computation and storage resources for communications. By pushing computation and storage to network edges, fog radio access…
Topological Interference Management with User Admission Control via Riemannian Optimization
Yuanming Shi, Bamdev Mishra
Topological interference management (TIM) provides a promising way to manage interference only based on the network connectivity information. Previous works on the TIM problem main…
A Sparse and Low-Rank Optimization Framework for Index Coding via Riemannian Optimization
Yuanming Shi, Bamdev Mishra
Side information provides a pivotal role for message delivery in many communication scenarios to accommodate increasingly large data sets, e.g., caching networks. Although index co…
Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit
Yuanming Shi, Jun Zhang, Khaled B. Letaief
In this paper, we present a flexible low-rank matrix completion (LRMC) approach for topological interference management (TIM) in the partially connected K-user interference channel…