Siguo Wang - Publications, H-index & Citations

Siguo Wang

Eastern Institute of Technology

10H指数

30论文数

401被引数

收录论文 15

发表时间

GraphLooper: predicting chromatin loops based on hierarchical multi-view graph pooling method GraphLooper：基于分层多视图图池化方法的染色质环预测

Briefings in Bioinformatics

IF7.7

2026-05-01

PREAI

Wang, Siguo; Li, Zhipeng; Feng, Hailin; Cui, Zhen; Guo, Zhen-Hao; Liao, Qi; Hu, Zuquan; Liu, Wenjian; Zhang, Qinhu; Huang, De-Shuang

Graph Pyramid Pooling Transformer for Graph-Level Representation Learning 图金字塔池化Transformer用于图级表示学习

IEEE Transactions on Big Data

IF5.7

2026-04-29

PREAI

Zhi-Peng Li; Si-Guo Wang; Qin-Hu Zhang; Wen-Jian Liu; Valeriya Gribova; Vladimir Fedorovich Filaretov; Anthony G. Cohn; De-Shuang Huang

A brief survey of deep learning-based models for CircRNA-protein binding sites prediction 基于深度学习的CircRNA-蛋白质结合位点预测模型综述

NEUROCOMPUTING

IF6.5

2025-05-01

OAAI

Shen, Zhen; Yuan, Lin; Bao, Wenzheng; Wang, Siguo; Zhang, Qinhu; Huang, De-Shuang

Cross-Species Prediction of Transcription Factor Binding by Adversarial Training of a Novel Nucleotide-Level Deep Neural Network 通过对新型核苷酸水平深度神经网络的对抗性训练对转录因子结合进行跨物种预测

ADVANCED SCIENCE

IF14.1

2024-07-30

OAAI

Zhang, Qinhu; Wang, Siguo; Li, Zhipeng; Pan, Yijie; Huang, De-Shuang

scCorrector: a robust method for integrating multi-study single-cell data scCorrector: 一种集成多研究单细胞数据的稳健方法

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-01-23

OAAI

Guo, Zhen-Hao; Wang, Yan-Bin; Wang, Siguo; Zhang, Qinhu; Huang, De-Shuang

Using Fully Convolutional Network to Locate Transcription Factor Binding Sites Based on DNA Sequence and Conservation Information

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2023-09-01

PREAI

Zhang, Qinhu; Xu, Youhong; Wang, Siguo; Wu, Yong; Ye, Yuannong; Yuan, Chang-An; Gribova, Valeriya; Filaretov, Vladimir Fedorovich; Huang, De-Shuang

DeepTPpred: A Deep Learning Approach With Matrix Factorization for Predicting Therapeutic Peptides by Integrating Length Information

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2023-09-01

PREAI

Cui, Zhen; Wang, Si-Guo; He, Ying; Chen, Zhan-Heng; Zhang, Qin-Hu

MV-CVIB: a microbiome-based multi-view convolutional variational information bottleneck for predicting metastatic colorectal cancer

FRONTIERS IN MICROBIOLOGY

IF4.5

2023-08-22

OAAI

Cui, Zhen; Wu, Yan; Zhang, Qin-Hu; Wang, Si-Guo; He, Ying; Huang, De-Shuang

Predicting the Sequence Specificities of DNA-Binding Proteins by DNA Fine-Tuned Language Model With Decaying Learning Rates 用学习率衰减的DNA微调语言模型预测DNA结合蛋白的序列特异性

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2023-01-01

PREAI

He, Ying; Zhang, Qinhu; Wang, Siguo; Chen, Zhanheng; Cui, Zhen; Guo, Zhen-Hao; Huang, De-Shuang

Predicting In-Vitro DNA-Protein Binding With a Spatially Aligned Fusion of Sequence and Shape 通过序列和形状的空间对齐融合预测体外DNA-蛋白质结合

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2022-11-01

OAAI

Zhang, Qinhu; Zhang, Yindong; Wang, Siguo; Chen, Zhan-Heng; Gribova, Valeriya; Filaretov, Vladimir Fedorovich; Huang, De-Shuang

In silico prediction methods of self-interacting proteins: an empirical and academic survey

FRONTIERS OF COMPUTER SCIENCE

IF4.6

2022-10-06

PREAI

Chen, Zhanheng; You, Zhuhong; Zhang, Qinhu; Guo, Zhenhao; Wang, Siguo; Wang, Yanbin

FCNGRU: Locating Transcription Factor Binding Sites by Combing Fully Convolutional Neural Network With Gated Recurrent Unit

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2022-04-01

PREAI

Wang, Siguo; He, Ying; Chen, Zhanheng; Zhang, Qinhu

Predicting transcription factor binding sites using DNA shape features based on shared hybrid deep learning architecture

MOLECULAR THERAPY NUCLEIC ACIDS

IF6.1

2021-06-01

OAAI

Wang, Siguo; Zhang, Qinhu; Shen, Zhen; He, Ying; Chen, Zhen-Heng; Li, Jianqiang; Huang, De-Shuang

Locating transcription factor binding sites by fully convolutional neural network

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-01-26

OAAI

Zhang, Qinhu; Wang, Siguo; Chen, Zhanheng; He, Ying; Liu, Qi; Huang, De-Shuang

A survey on deep learning in DNA/RNA motif mining 深度学习在DNA/RNA模体挖掘中的应用综述

BRIEFINGS IN BIOINFORMATICS

IF7.7

2020-10-02

OAAI

He, Ying; Shen, Zhen; Zhang, Qinhu; Wang, Siguo; Huang, De-Shuang

研究方向