Fei Guo

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 23

Top Topics

Machine Learning

Helicobacter Pylori Infection

Binding Protein

Top Venues

PLoS computational biology

Briefings in bioinformatics

BMC bioinformatics

This page only lists publications with an associated author ORCID identifier.

Publications

Chengwei Ai, Hongpeng Yang, Xiaoyi Liu, Ruihan Dong, Yijie Ding, Fei Guo
MTMol-GPT: De novo multi-target molecular generation with transformer-based generative adversarial imitation learning. PLoS computational biology 20 (6) (2024)
Yuqing Qian, Guishen Wang, Mengyuan Zhao, Yi Liu, Fei Guo, Yijie Ding
scRNMF: An imputation method for single-cell RNA-seq data by robust and non-negative matrix factorization. PLoS computational biology 20 (8) (2024)
Yuqing Qian, Guishen Wang, Mengyuan Zhao, Yi Liu, Fei Guo, Yijie Ding
scRNMF: An imputation method for single-cell RNA-seq data by robust and non-negative matrix factorization. PLoS computational biology 20 (8) (2024)
Chengwei Ai, Hongpeng Yang, Xiaoyi Liu, Ruihan Dong, Yijie Ding, Fei Guo
MTMol-GPT: De novo multi-target molecular generation with transformer-based generative adversarial imitation learning. PLoS computational biology 20 (6) (2024)
Chengwei Ai, Hongpeng Yang, Xiaoyi Liu, Ruihan Dong, Yijie Ding, Fei Guo
MTMol-GPT: De novo multi-target molecular generation with transformer-based generative adversarial imitation learning. PLoS computational biology 20 (6) (2024)
Hoai-Nhan Tran, Phuc-Xuan-Quynh Nguyen, Fei Guo, Jianxin Wang
Prediction of Protein-Protein Interactions Based on Integrating Deep Learning and Feature Fusion. International journal of molecular sciences 25 (11) (2024)
Chengwei Ai, Hongpeng Yang, Xiaoyi Liu, Ruihan Dong, Yijie Ding, Fei Guo
MTMol-GPT: De novo multi-target molecular generation with transformer-based generative adversarial imitation learning. PLoS computational biology 20 (6) (2024)
Yuqing Qian, Guishen Wang, Mengyuan Zhao, Yi Liu, Fei Guo, Yijie Ding
scRNMF: An imputation method for single-cell RNA-seq data by robust and non-negative matrix factorization. PLoS computational biology 20 (8) (2024)
Hoai-Nhan Tran, Phuc-Xuan-Quynh Nguyen, Fei Guo, Jianxin Wang
Prediction of Protein-Protein Interactions Based on Integrating Deep Learning and Feature Fusion. International journal of molecular sciences 25 (11) (2024)
Shengbo Wu, Jie Feng, Chunjiang Liu, Hao Wu, Zekai Qiu, Jianjun Ge, Shuyang Sun, Xia Hong, Yukun Li, Xiaona Wang, Aidong Yang, Fei Guo, Jianjun Qiao
Machine learning aided construction of the quorum sensing communication network for human gut microbiota. Nature communications 13 (1) (2022)
Mengyuan Zhao, Wenying He, Jijun Tang, Quan Zou, Fei Guo
A hybrid deep learning framework for gene regulatory network inference from single-cell transcriptomic data. Briefings in bioinformatics 23 (2) (2022)
Jitong Feng, Shengbo Wu, Hongpeng Yang, Chengwei Ai, Jianjun Qiao, Junhai Xu, Fei Guo
Microbe-bridged disease-metabolite associations identification by heterogeneous graph fusion. Briefings in bioinformatics 23 (6) (2022)
Hao Wang, Yijie Ding, Jijun Tang, Quan Zou, Fei Guo
Identify RNA-associated subcellular localizations based on multi-label learning using Chou's 5-steps rule. BMC genomics 22 (1) (2021)
Jing Li, Lichao Zhang, Shida He, Fei Guo, Guishen Wang
SubLocEP: a novel ensemble predictor of subcellular localization of eukaryotic mRNA based on machine learning. Briefings in bioinformatics 22 (5) (2021)
Yuqing Qian, Limin Jiang, Yijie Ding, Jijun Tang, Fei Guo
A sequence-based multiple kernel model for identifying DNA-binding proteins. BMC bioinformatics 22 (Suppl 3) (2021)
Shengbo Wu, Chunjiang Liu, Jie Feng, Aidong Yang, Fei Guo, Jianjun Qiao
QSIdb: quorum sensing interference molecules. Briefings in bioinformatics 22 (4) (2021)
Limin Jiang, Fei Guo, Jijun Tang, Hui Yu, Scott Ness, Mingrui Duan, Peng Mao, Ying-Yong Zhao, Yan Guo
SBSA: an online service for somatic binding sequence annotation. Nucleic acids research (2021)
Hongpeng Yang, Yijie Ding, Jijun Tang, Fei Guo
Identifying potential association on gene-disease network via dual hypergraph regularized least squares. BMC genomics 22 (1) (2021)
Limin Jiang, Mingrui Duan, Fei Guo, Jijun Tang, Olufunmilola Oybamiji, Hui Yu, Scott Ness, Ying-Yong Zhao, Peng Mao, Yan Guo
SMDB: pivotal somatic sequence alterations reprogramming regulatory cascades. NAR cancer 2 (4) (2020)
Limin Jiang, Chongqing Wang, Jijun Tang, Fei Guo
LightCpG: a multi-view CpG sites detection on single-cell whole genome sequence data. BMC genomics 20 (1) (2019)
Limin Jiang, Chongqing Wang, Jijun Tang, Fei Guo
Correction to: LightCpG: a multi-view CpG sites detection on single-cell whole genome sequence data. BMC genomics 20 (1) (2019)
Fei Guo, Quan Zou, Guang Yang, Dan Wang, Jijun Tang, Junhai Xu
Identifying protein-protein interface via a novel multi-scale local sequence and structural representation. BMC bioinformatics 20 (Suppl 15) (2019)
Yubo Wang, Yijie Ding, Fei Guo, Leyi Wei, Jijun Tang
Improved detection of DNA-binding proteins via compression technology on PSSM information. PloS one 12 (9) (2017)