A Model-based GNN for Learning Precoding

1 December 2022

Papers citing "A Model-based GNN for Learning Precoding"

12 / 12 papers shown

Title
Learn to Communicate with Neural Calibration: Scalability and Generalization Yifan Ma Yifei Shen Xianghao Yu Jun Zhang S. H. Song Khaled B. Letaief 79 12 0 01 Oct 2021
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective Haoran Sun Wenqiang Pu Xiao Fu Tsung-Hui Chang Mingyi Hong 65 30 0 03 May 2021
Model-Based Deep Learning Nir Shlezinger Jay Whang Yonina C. Eldar A. Dimakis 92 325 0 15 Dec 2020
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis Yifei Shen Yuanming Shi Jun Zhang Khaled B. Letaief GNN 37 265 0 15 Jul 2020
Deep Learning Methods for Universal MISO Beamforming Junbeom Kim Hoon Lee Seung‐Eun Hong Seok-Hwan Park 38 54 0 02 Jul 2020
Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems Qiyu Hu Yunlong Cai Qingjiang Shi Kaidi Xu Guanding Yu Z. Ding 40 175 0 15 Jun 2020
Improving Learning Efficiency for Wireless Resource Allocation with Symmetric Prior Chengjian Sun Jiajun Wu Chenyang Yang 54 18 0 18 May 2020
Accelerating Generalized Benders Decomposition for Wireless Resource Allocation Mengyuan Lee Ning Ma Guanding Yu H. Dai AI4CE 41 31 0 03 Mar 2020
Learning to Optimize with Unsupervised Learning: Training Deep Neural Networks for URLLC Chengjian Sun Chenyang Yang 40 45 0 27 May 2019
Learning to Detect N. Samuel Tzvi Diskin A. Wiesel 72 437 0 19 May 2018
Deep Models of Interactions Across Sets Jason S. Hartford Devon R. Graham Kevin Leyton-Brown Siamak Ravanbakhsh 159 158 0 07 Mar 2018
Deep Sets Manzil Zaheer Satwik Kottur Siamak Ravanbakhsh Barnabás Póczós Ruslan Salakhutdinov Alex Smola 429 2,480 0 10 Mar 2017