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ResearcherID: J-8050-2013
Loop profile: 801622
SciProfiles: 346878

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Employment (1)

Shaoyang University: Shaoyang, Hunan, CN

2001-06-30 to 2017-10-30
Employment
Source: Self-asserted source
Guohua Huang

Education and qualifications (3)

Shanghai University: Shanghai, Shanghai, CN

2012-09-01 to 2015-06-31 | doctor (Institute of Systems Biology)
Education
Source: Self-asserted source
Guohua Huang

Hunan University: Changsha, Hunan, CN

2006-09-01 to 2009-06-31 | master (Computer)
Education
Source: Self-asserted source
Guohua Huang

Hunan Normal University: Changsha, Hunan, CN

1997-09-01 to 2001-06-31 | bachelor (Mathematics)
Education
Source: Self-asserted source
Guohua Huang

Works (29)

DO-GMA: An End-to-End Drug-Target Interaction Identification Framework with a Depthwise Overparameterized Convolutional Network and the Gated Multihead Attention Mechanism

Journal of Chemical Information and Modeling
2025 | Journal article
DOI: 10.1021/ACS.JCIM.4C02088
WOSUID: WOS:001408078700001
Contributors: Peng, Lihong; Mao, Jiale; Huang, Guohua; Han, Guosheng; Liu, Xin; Liao, Wen; Tian, Geng; Yang, Jialiang
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One-step Multi-view Spectral Clustering with Subspaces Fusion on Grassmann manifold

Neurocomputing
2025 | Journal article
DOI: 10.1016/J.NEUCOM.2025.129568
WOSUID: WOS:001424334800001
Contributors: Dou, Zengfa; Ren, Haodong; Ma, Yaxiong; Gao, Yue; Huang, Guohua; Ma, Xiaoke
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Clustering dynamic networks by discriminating roles of vertices and capturing temporality with subsequent feature projection

Knowledge-Based Systems
2024 | Journal article
DOI: 10.1016/J.KNOSYS.2024.112660
WOSUID: WOS:001348766300001
Contributors: Ma, Yaxiong; Gao, Yue; Dou, Zengfa; Huang, Guohua; Ma, Xiaoke
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Deepm6A-MT: A deep learning-based method for identifying RNA N6-methyladenosine sites in multiple tissues

Methods
2024 | Journal article
DOI: 10.1016/J.YMETH.2024.03.004
WOSUID: WOS:001227345500001
Contributors: Huang, Guohua; Huang, Xiaohong; Jiang, Jinyun
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GBMPhos: A Gating Mechanism and Bi-GRU-Based Method for Identifying Phosphorylation Sites of SARS-CoV-2 Infection

Biology
2024-10-06 | Journal article
DOI: 10.3390/biology13100798
Contributors: Guohua Huang; Runjuan Xiao; Weihong Chen; Qi Dai
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6mA-StackingCV: an improved stacking ensemble model for predicting DNA N6-methyladenine site

BioData Mining
2023 | Journal article
DOI: 10.1186/S13040-023-00348-8
WOSUID: WOS:001114091100001
Contributors: Huang, Guohua; Huang, Xiaohong; Luo, Wei
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DeepHLAPred: a deep learning-based method for non-classical HLA binder prediction

BMC Genomics
2023 | Journal article
DOI: 10.1186/S12864-023-09796-2
WOSUID: WOS:001156108500001
Contributors: Huang, Guohua; Tang, Xingyu; Zheng, Peijie
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DeepLBCEPred: A Bi-LSTM and multi-scale CNN-based deep learning method for predicting linear B-cell epitopes

Frontiers in Microbiology
2023 | Journal article
DOI: 10.3389/FMICB.2023.1117027
WOSUID: WOS:000945770600001
Contributors: Qi, Yue; Zheng, Peijie; Huang, Guohua
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LightGBM-LncLoc: A LightGBM-Based Computational Predictor for Recognizing Long Non-Coding RNA Subcellular Localization

Mathematics
2023 | Journal article
DOI: 10.3390/MATH11030602
WOSUID: WOS:000930888700001
Contributors: Lyu, Jianyi; Zheng, Peijie; Qi, Yue; Huang, Guohua
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MultiScale-CNN-4mCPred: a multi-scale CNN and adaptive embedding-based method for mouse genome DNA N4-methylcytosine prediction

BMC Bioinformatics
2023 | Journal article
DOI: 10.1186/S12859-023-05135-0
WOSUID: WOS:000917286500001
Contributors: Zheng, Peijie; Zhang, Guiyang; Liu, Yuewu; Huang, Guohua
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A capsule network-based method for identifying transcription factors

Frontiers in Microbiology
2022 | Journal article
DOI: 10.3389/FMICB.2022.1048478
WOSUID: WOS:000899341000001
Contributors: Zheng, Peijie; Qi, Yue; Li, Xueyong; Liu, Yuewu; Yao, Yuhua; Huang, Guohua
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Deep6mAPred: A CNN and Bi-LSTM-based deep learning method for predicting DNA N6-methyladenosine sites across plant species

Methods
2022 | Journal article
DOI: 10.1016/J.YMETH.2022.04.011
WOSUID: WOS:000809913700007
Contributors: Tang, Xingyu; Zheng, Peijie; Li, Xueyong; Wu, Hongyan; Wei, Dong-Qing; Liu, Yuewu; Huang, Guohua
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Enhancer-LSTMAtt: A Bi-LSTM and Attention-Based Deep Learning Method for Enhancer Recognition

Biomolecules
2022 | Journal article
DOI: 10.3390/BIOM12070995
WOSUID: WOS:000833284700001
Contributors: Huang, Guohua; Luo, Wei; Zhang, Guiyang; Zheng, Peijie; Yao, Yuhua; Lyu, Jianyi; Liu, Yuewu; Wei, Dong-Qing
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Identification of DNA Methylation Signature and Rules for SARS-CoV-2 Associated with Age

Frontiers in Bioscience-Landmark
2022 | Journal article
DOI: 10.31083/J.FBL2707204
WOSUID: WOS:000831346400025
Contributors: Chen, Lei; Liao, Huiping; Huang, Guohua; Ding, Shijian; Guo, Wei; Huang, Tao; Cai, Yudong
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LangMoDHS: A deep learning language model for predicting DNase I hypersensitive sites in mouse genome

Mathematical Biosciences and Engineering
2022 | Journal article
DOI: 10.3934/MBE.2023048
WOSUID: WOS:000886370300001
Contributors: Tang, Xingyu; Zheng, Peijie; Liu, Yuewu; Yao, Yuhua; Huang, Guohua
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Graph Neural Networks in Biomedical Data: A Review

Current Bioinformatics
2022-07 | Journal article
DOI: 10.2174/1574893617666220513114917
Contributors: You Li; Guiyang Zhang; Pan Wang; Zuo-Guo Yu; Guohua Huang
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CNNLSTMac4CPred: A Hybrid Model for N4-Acetylcytidine Prediction

Interdisciplinary Sciences: Computational Life Sciences
2022-06 | Journal article
DOI: 10.1007/s12539-021-00500-0
Contributors: Guiyang Zhang; Wei Luo; Jianyi Lyu; Zu-Guo Yu; Guohua Huang
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MPMABP: A CNN and Bi-LSTM-Based Method for Predicting Multi-Activities of Bioactive Peptides

Pharmaceuticals
2022-06-03 | Journal article
DOI: 10.3390/ph15060707
Contributors: You Li; Xueyong Li; Yuewu Liu; Yuhua Yao; Guohua Huang
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PRIP: A Protein-RNA Interface Predictor Based on Semantics of Sequences

Life
2022-02-18 | Journal article
DOI: 10.3390/life12020307
Contributors: You Li; Jianyi Lyu; Yaoqun Wu; Yuewu Liu; Guohua Huang
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A Deep Learning and XGBoost-Based Method for Predicting Protein-Protein Interaction Sites

Frontiers in Genetics
2021 | Journal article
DOI: 10.3389/FGENE.2021.752732
WOSUID: WOS:000917805100001
Contributors: Wang, Pan; Zhang, Guiyang; Yu, Zu-Guo; Huang, Guohua
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Computational prediction and analysis of histone H3k27me1-associated miRNAs

Biochimica et Biophysica Acta (BBA) - Proteins and Proteomics
2021 | Journal article
DOI: 10.1016/J.BBAPAP.2020.140539
WOSUID: WOS:000596828700005
Contributors: Huang, Guohua; Zhang, Guiyang; Yu, Zuguo
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Identifying Lung Cancer Cell Markers with Machine Learning Methods and Single-Cell RNA-Seq Data

Life
2021 | Journal article
DOI: 10.3390/LIFE11090940
WOSUID: WOS:000699706300001
Contributors: Huang, Guo-Hua; Zhang, Yu-Hang; Chen, Lei; Li, You; Huang, Tao; Cai, Yu-Dong
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Random Walks on Biomedical Networks

Current Proteomics
2021-11-23 | Journal article
DOI: 10.2174/1570164617999200731001544
Contributors: Guiyang Zhang; Pan Wang; You Li; Guohua Huang
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LSTMCNNsucc: A Bidirectional LSTM and CNN‐Based Deep Learning Method for Predicting Lysine Succinylation Sites

BioMed Research International
2021-01 | Journal article
DOI: 10.1155/2021/9923112
Contributors: Guohua Huang; Qingfeng Shen; Guiyang Zhang; Pan Wang; Zu-Guo Yu; Quan Zou
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An Information Entropy-Based Approach for Computationally Identifying Histone Lysine Butyrylation

Frontiers in Genetics
2020 | Journal article
DOI: 10.3389/FGENE.2019.01325
WOSUID: WOS:000517453500001
Contributors: Huang, Guohua; Zheng, Yang; Wu, Yao-Qun; Han, Guo-Sheng; Yu, Zu-Guo
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Computational Models and Methods for Drug Target Prediction and Drug Repositioning

Combinatorial Chemistry and High Throughput Screening
2020 | Journal article
DOI: 10.2174/138620732304200409112209
WOSUID: WOS:000535714900001
Contributors: Huang, Guohua
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Stochastic Neighbor Embedding Algorithm and its Application in Molecular Biological Data

Current Bioinformatics
2020-11 | Journal article
DOI: 10.2174/1574893615999200414093636
Contributors: Pan Wang; Guiyang Zhang; You Li; Ammar Oad; Guohua Huang
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Inferring novel genes related to oral cancer with a network embedding method and one-class learning algorithms

Gene Therapy
2019 | Journal article
DOI: 10.1038/S41434-019-0099-Y
WOSUID: WOS:000510690000002
Contributors: Chen, Lei; Zhang, Yu-Hang; Huang, Guohua; Pan, Xiaoyong; Huang, Tao; Cai, Yu-Dong
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Computational Prediction and Analysis of Associations between Small Molecules and Binding-Associated S-Nitrosylation Sites

Molecules
2018-04-19 | Journal article
DOI: 10.3390/molecules23040954
Contributors: Guohua Huang; Jincheng Li; Chenglin Zhao
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Peer review (106 reviews for 44 publications/grants)

Review activity for Biochem. (2)
Review activity for Bioinformatics (1)
Review activity for BioMed research international. (1)
Review activity for BMC bioinformatics (15)
Review activity for BMC gastroenterology (1)
Review activity for BMC genomics (1)
Review activity for Briefings in bioinformatics. (1)
Review activity for Cell genomics. (1)
Review activity for Combinatorial chemistry & high throughput screening. (2)
Review activity for Computational and mathematical methods in medicine. (2)
Review activity for Computational and Structural Biotechnology Journal (1)
Review activity for Computational biology and chemistry. (6)
Review activity for Computers in biology and medicine. (5)
Review activity for Computers in biology and medicine. (3)
Review activity for Current bioinformatics. (3)
Review activity for Drug development research. (2)
Review activity for Food & function. (2)
Review activity for Frontiers in artificial intelligence. (2)
Review activity for Frontiers in big data. (2)
Review activity for Frontiers in bioengineering and biotechnology. (6)
Review activity for Frontiers in cell and developmental biology. (1)
Review activity for Frontiers in genetics. (3)
Review activity for Frontiers in molecular neuroscience. (1)
Review activity for IEEE access : (3)
Review activity for IEEE journal of biomedical and health informatics. (4)
Review activity for Informatics. (1)
Review activity for Interdisciplinary sciences: computational life sciences. (7)
Review activity for Interdisciplinary sciences: computational life sciences. (3)
Review activity for International journal of biological macromolecules. (2)
Review activity for Journal of Cellular and Molecular Medicine. (1)
Review activity for Journal of chemistry. (1)
Review activity for Journal of computational biology. (1)
Review activity for Journal of theoretical biology. (1)
Review activity for Mathematical biosciences and engineering. (2)
Review activity for Mathematics. (2)
Review activity for Methods. (2)
Review activity for Methods. (1)
Review activity for Pharmaceutics. (2)
Review activity for Plants. (1)
Review activity for PloS one. (3)
Review activity for RNA biology. (1)
Review activity for Scientific reports. (2)
Review activity for Statistical applications in genetics and molecular biology. (1)
Review activity for World journal of clinical cases. (1)
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