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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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