Alert button
Picture for Guanding Yu

Guanding Yu

Alert button

Deep-Unfolding Beamforming for Intelligent Reflecting Surface assisted Full-Duplex Systems

Dec 04, 2021
Yanzhen Liu, Qiyu Hu, Yunlong Cai, Guanding Yu, Geoffrey Ye Li

Figure 1 for Deep-Unfolding Beamforming for Intelligent Reflecting Surface assisted Full-Duplex Systems
Figure 2 for Deep-Unfolding Beamforming for Intelligent Reflecting Surface assisted Full-Duplex Systems
Figure 3 for Deep-Unfolding Beamforming for Intelligent Reflecting Surface assisted Full-Duplex Systems
Figure 4 for Deep-Unfolding Beamforming for Intelligent Reflecting Surface assisted Full-Duplex Systems
Viaarxiv icon

Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding

Oct 26, 2021
Qiyu Hu, Yunlong Cai, Kai Kang, Guanding Yu, Jakob Hoydis, Yonina C. Eldar

Figure 1 for Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding
Figure 2 for Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding
Figure 3 for Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding
Figure 4 for Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding
Viaarxiv icon

A New Distributed Method for Training Generative Adversarial Networks

Jul 19, 2021
Jinke Ren, Chonghe Liu, Guanding Yu, Dongning Guo

Figure 1 for A New Distributed Method for Training Generative Adversarial Networks
Figure 2 for A New Distributed Method for Training Generative Adversarial Networks
Figure 3 for A New Distributed Method for Training Generative Adversarial Networks
Figure 4 for A New Distributed Method for Training Generative Adversarial Networks
Viaarxiv icon

Decentralized Inference with Graph Neural Networks in Wireless Communication Systems

Apr 19, 2021
Mengyuan Lee, Guanding Yu, Huaiyu Dai

Figure 1 for Decentralized Inference with Graph Neural Networks in Wireless Communication Systems
Figure 2 for Decentralized Inference with Graph Neural Networks in Wireless Communication Systems
Figure 3 for Decentralized Inference with Graph Neural Networks in Wireless Communication Systems
Figure 4 for Decentralized Inference with Graph Neural Networks in Wireless Communication Systems
Viaarxiv icon

Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO with Lens Arrays

Jan 05, 2021
Qiyu Hu, Yanzhen Liu, Yunlong Cai, Guanding Yu, Zhi Ding

Figure 1 for Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO with Lens Arrays
Figure 2 for Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO with Lens Arrays
Figure 3 for Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO with Lens Arrays
Figure 4 for Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO with Lens Arrays
Viaarxiv icon

A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions

Sep 29, 2020
Mengyuan Lee, Seyyedali Hosseinalipour, Christopher G. Brinton, Guanding Yu, Huaiyu Dai

Figure 1 for A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions
Figure 2 for A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions
Figure 3 for A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions
Figure 4 for A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions
Viaarxiv icon

Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems

Jun 15, 2020
Qiyu Hu, Yunlong Cai, Qingjiang Shi, Kaidi Xu, Guanding Yu, Zhi Ding

Figure 1 for Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems
Figure 2 for Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems
Figure 3 for Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems
Figure 4 for Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems
Viaarxiv icon

Scheduling in Cellular Federated Edge Learning with Importance and Channel Awareness

Apr 01, 2020
Jinke Ren, Yinghui He, Dingzhu Wen, Guanding Yu, Kaibin Huang, Dongning Guo

Figure 1 for Scheduling in Cellular Federated Edge Learning with Importance and Channel Awareness
Figure 2 for Scheduling in Cellular Federated Edge Learning with Importance and Channel Awareness
Figure 3 for Scheduling in Cellular Federated Edge Learning with Importance and Channel Awareness
Figure 4 for Scheduling in Cellular Federated Edge Learning with Importance and Channel Awareness
Viaarxiv icon

Accelerating Generalized Benders Decomposition for Wireless Resource Allocation

Mar 03, 2020
Mengyuan Lee, Ning Ma, Guanding Yu, Huaiyu Dai

Figure 1 for Accelerating Generalized Benders Decomposition for Wireless Resource Allocation
Figure 2 for Accelerating Generalized Benders Decomposition for Wireless Resource Allocation
Figure 3 for Accelerating Generalized Benders Decomposition for Wireless Resource Allocation
Figure 4 for Accelerating Generalized Benders Decomposition for Wireless Resource Allocation
Viaarxiv icon

Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks

Jul 07, 2019
Le Liang, Hao Ye, Guanding Yu, Geoffrey Ye Li

Figure 1 for Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks
Figure 2 for Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks
Figure 3 for Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks
Figure 4 for Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks
Viaarxiv icon