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OTFPF: Optimal Transport-Based Feature Pyramid Fusion Network for Brain Age Estimation with 3D Overlapped ConvNeXt


May 11, 2022
Yu Fu, Yanyan Huang, Yalin Wang, Shunjie Dong, Le Xue, Xunzhao Yin, Qianqian Yang, Yiyu Shi, Cheng Zhuo


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A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis


Feb 14, 2022
Yu Fu, Shunjie Dong, Yi Liao, Le Xue, Yuanfan Xu, Feng Li, Qianqian Yang, Tianbai Yu, Mei Tian, Cheng Zhuo


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Wireless Transmission of Images With The Assistance of Multi-level Semantic Information


Feb 08, 2022
Zhenguo Zhang, Qianqian Yang, Shibo He, Mingyang Sun, Jiming Chen


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Semantic-aware Speech to Text Transmission with Redundancy Removal


Feb 07, 2022
Tianxiao Han, Qianqian Yang, Zhiguo Shi, Shibo He, Zhaoyang Zhang


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Blind Channel Estimation for MIMO Systems via Variational Inference


Nov 16, 2021
Jiancheng Tang, Qianqian Yang, Zhaoyang Zhang


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JMSNAS: Joint Model Split and Neural Architecture Search for Learning over Mobile Edge Networks


Nov 16, 2021
Yuqing Tian, Zhaoyang Zhang, Zhaohui Yang, Qianqian Yang

* 6 pages, 6 figures, Submitted to IEEE ICC'22 - CRAIN Symposium 

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FTPipeHD: A Fault-Tolerant Pipeline-Parallel Distributed Training Framework for Heterogeneous Edge Devices


Oct 06, 2021
Yuhao Chen, Qianqian Yang, Shibo He, Zhiguo Shi, Jiming Chen

* 11 pages, 8 figures 

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Communication-Efficient Federated Learning with Binary Neural Networks


Oct 05, 2021
Yuzhi Yang, Zhaoyang Zhang, Qianqian Yang

* Accepted for publication in IEEE Journal on Selected Areas in Communications 

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Fractional order magnetic resonance fingerprinting in the human cerebral cortex


Jun 09, 2021
Viktor Vegh, Shahrzad Moinian, Qianqian Yang, David C. Reutens


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RCoNet: Deformable Mutual Information Maximization and High-order Uncertainty-aware Learning for Robust COVID-19 Detection


Feb 22, 2021
Shunjie Dong, Qianqian Yang, Yu Fu, Mei Tian, Cheng Zhuo


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Distributed Deep Convolutional Compression for Massive MIMO CSI Feedback


Mar 07, 2020
Qianqian Yang, Mahdi Boloursaz Mashhadi, Deniz Gunduz

* 23 pages 10 figures. arXiv admin note: substantial text overlap with arXiv:1907.02942 

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CNN-based Analog CSI Feedback in FDD MIMO-OFDM Systems


Oct 23, 2019
Mahdi Boloursaz Mashhadi, Qianqian Yang, Deniz Gunduz


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Deep Convolutional Compression for Massive MIMO CSI Feedback


Jul 02, 2019
Qianqian Yang, Mahdi Boloursaz Mashhadi, Deniz Gündüz

* Submitted to MLSP 

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The Multi-layer Information Bottleneck Problem


Nov 14, 2017
Qianqian Yang, Pablo Piantanida, Deniz Gündüz

* 5 pages, 2 figures 

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