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Yongjian Gu

Ocean University of China

5 Yushan Road

Qingdao, 266003

China

  • Ocean University of China

SCHOLARLY PAPERS

4

DOWNLOADS

291

TOTAL CITATIONS

0

Scholarly Papers (4)

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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 108 (649,907)

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

2.

Predicting antimicrobial peptide properties using enhanced quantum recurrent neural network with self-attention and peephole mechanisms

Downloads 79 (809,932)

Predicting antimicrobial peptide properties using enhanced quantum recurrent neural network with self-attention and peephole mechanisms

Number of pages: 19 Posted: 22 Sep 2025
Yanan Li, Zhimin Wang, Ruipeng Xing, Xuefei Wang and Yongjian Gu
Ocean University of China, Ocean University of China, Ocean University of China, affiliation not provided to SSRN and Ocean University of China
Downloads 52 (1,060,784)

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Quantum recurrent neural networks, Hybrid quantum long short-term memory architecture, Quantum self-attention models, Peephole mechanisms, Antimicrobial peptides prediction, Quantum noise

Predicting antimicrobial peptide properties using enhanced quantum recurrent neural network with self-attention and peephole mechanisms

Number of pages: 11 Posted: 17 Nov 2025
Yanan Li, Zhimin Wang, Ruipeng Xing, Xuefei Wang and Yongjian Gu
Ocean University of China, Ocean University of China, Ocean University of China, affiliation not provided to SSRN and Ocean University of China
Downloads 27 (1,400,723)

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Quantum recurrent neural networks, Hybrid quantum long short-term memory architecture, Quantum self-attention models, Peephole mechanisms, Antimicrobial peptides prediction, Quantum noise

3.

A Quantum Neural Network with Built-In Self-Attention Mechanism

Number of pages: 13 Posted: 16 Jun 2025
Shangshang Shi, Zhimin Wang, Jiaxin Li, Yanan Li, Ruimin Shang, Haiyong Zheng, Guoqiang Zhong, Yongjian Gu and Xin Huang
Shandong Police College, 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 Shandong Police College
Downloads 56 (1,000,027)

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

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 48 (1,086,013)

Abstract:

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