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Learning-Based Phase Compression and Quantization for Massive MIMO CSI Feedback with Magnitude-Aided Information


Feb 28, 2021
Yu-Chien Lin, Zhi Ding, Zhenyu Liu, Ta-Sung Lee

* to be submitted to IEEE Communications Letters 

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Multi-Faceted Representation Learning with Hybrid Architecture for Time Series Classification


Dec 21, 2020
Zhenyu Liu, Jian Cheng


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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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Text Classification based on Multi-granularity Attention Hybrid Neural Network


Aug 12, 2020
Zhenyu Liu, Chaohong Lu, Haiwei Huang, Shengfei Lyu, Zhenchao Tao


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Multichannel CNN with Attention for Text Classification


Jun 29, 2020
Zhenyu Liu, Haiwei Huang, Chaohong Lu, Shengfei Lyu


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Human Activity Recognition based on Dynamic Spatio-Temporal Relations


Jun 29, 2020
Zhenyu Liu, Yaqiang Yao, Yan Liu, Yuening Zhu, Zhenchao Tao, Lei Wang, Yuhong Feng


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MODMA dataset: a Multi-modal Open Dataset for Mental-disorder Analysis


Mar 05, 2020
Hanshu Cai, Yiwen Gao, Shuting Sun, Na Li, Fuze Tian, Han Xiao, Jianxiu Li, Zhengwu Yang, Xiaowei Li, Qinglin Zhao, Zhenyu Liu, Zhijun Yao, Minqiang Yang, Hong Peng, Jing Zhu, Xiaowei Zhang, Guoping Gao, Fang Zheng, Rui Li, Zhihua Guo, Rong Ma, Jing Yang, Lan Zhang, Xiping Hu, Yumin Li, Bin Hu


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A Novel Decision Tree for Depression Recognition in Speech


Feb 22, 2020
Zhenyu Liu, Dongyu Wang, Lan Zhang, Bin Hu


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MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis


Feb 20, 2020
Hanshu Cai, Yiwen Gao, Shuting Sun, Na Li, Fuze Tian, Han Xiao, Jianxiu Li, Zhengwu Yang, Xiaowei Li, Qinglin Zhao, Zhenyu Liu, Zhijun Yao, Minqiang Yang, Hong Peng, Jing Zhu, Xiaowei Zhang, Xiping Hu, Bin Hu


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Computation Error Analysis of Block Floating Point Arithmetic Oriented Convolution Neural Network Accelerator Design


Nov 24, 2017
Zhourui Song, Zhenyu Liu, Dongsheng Wang

* Accepted by AAAI-2018 

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