Guoqiang Zhong

Ocean University of China

SCHOLARLY PAPERS

6

DOWNLOADS

291

TOTAL CITATIONS

0

Scholarly Papers (6)

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1.

Quantum Recurrent Neural Networks for Sequential Learning

Number of pages: 31 Posted: 09 Dec 2022
Yanan Li, Zhimin Wang, Rongbing Han, Shangshang Shi, Jiaxin Li, Ruimin Shang, Haiyong Zheng, Guoqiang Zhong and Yongjian Gu
Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China and Ocean University of China
Downloads 85 (645,242)

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Quantum deep neural networks, Quantum recurrent neural networks, Temporal sequential data, Meteorological indicators, Stock price, Text categorization

2.

Mf-Net: Multi-Frequency Intrusion Detection Network for Internet Traffic Data

Number of pages: 36 Posted: 03 Feb 2023
Zhaoxu Ding, Guoqiang Zhong, Xianping Qin, Qingyang Li, Zhenlin Fan, Zhaoyang Deng and Wei Xiang
affiliation not provided to SSRN, Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China and La Trobe University - School of Engineering and Mathematical Sciences
Downloads 75 (693,968)

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Cyber Security, Intrusion Detection, deep learning, Multi-frequency Transformer, Multi-frequency LSTM

3.

Progressively Attentional Architecture Search

Number of pages: 32 Posted: 16 Mar 2024
Xianping Qin, Shu Li, Guoqiang Zhong, Fuchang Zhang and Rachid Hedjam
Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China and Sultan Qaboos University
Downloads 59 (789,476)

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Neural Architecture Search, Search Strategy, Progressively Attentional Architecture Search, One-Shot Search

4.

A Natural NISQ Model of Quantum Self-Attention Mechanism

Number of pages: 12 Posted: 19 Oct 2023
Shangshang Shi, Zhimin Wang, Jiaxin Li, Yanan Li, Ruimin Shang, Haiyong Zheng, Guoqiang Zhong and Yongjian Gu
Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China and Ocean University of China
Downloads 35 (995,062)

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Quantum neural networks, Quantum self-attention mechanism, Noisy intermediate-scale quantum computer, Meteorological indicators prediction, Text Classification

5.

Multi-Parameter Sensing and Demodulation of Temperature, Salinity and Pressure in Seawater Based on the Semi-Encapsulated Microfiber Mach-Zehnder Interferometer

Number of pages: 18 Posted: 22 Feb 2022
Jichao Liu, Yunfei Hou, Jing Wang, Guoqiang Zhong, Lihui Zhang, Funa Zhuang, Lijun Yu and Shanshan Wang
affiliation not provided to SSRN, affiliation not provided to SSRN, Ocean University of China, Ocean University of China, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Ocean University of China
Downloads 31 (1,038,067)

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Multi-parameter sensing； temperature, salinity and pressure in seawater； support vector regression

6.

Reconstruction of the Subsurface Temperature and Salinity in the South China Sea Using Deep-Learning Techniques with a Physical Guidance

Number of pages: 30 Posted: 14 May 2025
Qianlong Zhao, Yuting Cai, Guoqiang Zhong, Shiqiu Peng and Shaotian Li
affiliation not provided to SSRN, Hohai University, Ocean University of China, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 6 (1,315,668)

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Deep learning, physical guidance, reconstruction of subsurface temperature and salinity, vertical EOF decomposition