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Training Deep Learning Models for Massive MIMO CSI Feedback with Small Datasets in New Environments


Nov 27, 2022
Zhenyu Liu, Zhi Ding

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Task-Balanced Distillation for Object Detection


Aug 05, 2022
Ruining Tang, Zhenyu Liu, Yangguang Li, Yiguo Song, Hui Liu, Qide Wang, Jing Shao, Guifang Duan, Jianrong Tan

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Training Enhancement of Deep Learning Models for Massive MIMO CSI Feedback with Small Datasets


May 07, 2022
Zhenyu Liu, Zhi Ding

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Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention


Nov 16, 2021
Yunkun Xu, Zhenyu Liu, Guifang Duan, Jiangcheng Zhu, Xiaolong Bai, Jianrong Tan

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* CoRL 2021 accepted 

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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

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* 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

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* 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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