Search Results for author: Hongyi He

Found 3 papers, 2 papers with code

IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance

1 code implementation19 Dec 2023 Hongyi He, Longjun Liu, Haonan Zhang, Nanning Zheng

Among existing Neural Architecture Search methods, DARTS is known for its efficiency and simplicity.

Neural Architecture Search

Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO System

1 code implementation1 May 2021 Zhilin Lu, Xudong Zhang, Hongyi He, Jintao Wang, Jian Song

Massive multiple-input multiple-output (MIMO) is one of the key techniques to achieve better spectrum and energy efficiency in 5G system.

Binarization Quantization

Aggregated Network for Massive MIMO CSI Feedback

no code implementations17 Jan 2021 Zhilin Lu, Hongyi He, Zhengyang Duan, Jintao Wang, Jian Song

In frequency division duplexing (FDD) mode, it is necessary to send the channel state information (CSI) from user equipment to base station.

valid

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