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Topological Pilot Assignment in Large-Scale Distributed MIMO Networks


May 26, 2021
Han Yu, Xinping Yi, Giuseppe Caire


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Downlink Precoding for DP-UPA FDD Massive MIMO via Multi-Dimensional Active Channel Sparsification


Apr 27, 2021
Han Yu, Xinping Yi, Giuseppe Caire


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LGD-GCN: Local and Global Disentangled Graph Convolutional Networks


Apr 24, 2021
Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang


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A Little Energy Goes a Long Way: Energy-Efficient, Accurate Conversion from Convolutional Neural Networks to Spiking Neural Networks


Mar 06, 2021
Dengyu Wu, Xinping Yi, Xiaowei Huang


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How does Weight Correlation Affect the Generalisation Ability of Deep Neural Networks


Oct 17, 2020
Gaojie Jin, Xinping Yi, Liang Zhang, Lijun Zhang, Sven Schewe, Xiaowei Huang

* Accpeted by NeurIPS 2020 conference 

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Asymptotic Singular Value Distribution of Linear Convolutional Layers


Jun 12, 2020
Xinping Yi


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Learning to Localize: A 3D CNN Approach to User Positioning in Massive MIMO-OFDM Systems


Nov 14, 2019
Chi Wu, Xinping Yi, Wenjin Wang, Li You, Qing Huang, Xiqi Gao


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Safety and Trustworthiness of Deep Neural Networks: A Survey


Jan 18, 2019
Xiaowei Huang, Daniel Kroening, Marta Kwiatkowska, Wenjie Ruan, Youcheng Sun, Emese Thamo, Min Wu, Xinping Yi

* The paper requires a significant upgrade, and since it could be completely different with its current version, we believe it is more suitable to withdraw 

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