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A Markovian Model-Driven Deep Learning Framework for Massive MIMO CSI Feedback

Sep 20, 2020
Zhenyu Liu, Mason del Rosario, Zhi Ding

* 14 pages, 14 figures, 4 tables. Submitted to IEEE Transactions on Wireless Communications 

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From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation

Jul 01, 2020
Songyang Zhang, Han Zhang, Shuguang Cui, Zhi Ding


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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


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Hypergraph Spectral Analysis and Processing in 3D Point Cloud

Jan 08, 2020
Songyang Zhang, Shuguang Cui, Zhi Ding


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Faster and Accurate Classification for JPEG2000 Compressed Images in Networked Applications

Sep 04, 2019
Lahiru D. Chamain, Zhi Ding

* 9 pages 

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Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference

Jul 29, 2019
Kai Yang, Yuanming Shi, Wei Yu, Zhi Ding


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Federated Learning via Over-the-Air Computation

Jan 04, 2019
Kai Yang, Tao Jiang, Yuanming Shi, Zhi Ding


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Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow

Nov 12, 2018
Jialin Dong, Yuanming Shi, Zhi Ding

* 15 pages 

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