Zhen-Hao Guo

22 papers Journal 12Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
NPENN: A Noise Perturbation Ensemble Neural Network for Microbiome Disease Phenotype Prediction.
IEEE J. Biomed. Health Informatics
Zhen Cui, Yan Wu, Qinhu Zhang, Siguo Wang, Zhen-Hao Guo
2024 J jnl
scCorrector: a robust method for integrating multi-study single-cell data.
Briefings Bioinform.
Zhen-Hao Guo, Yan-Bin Wang, Siguo Wang, Qinhu Zhang, De-Shuang Huang
2023 J jnl
In silico prediction methods of self-interacting proteins: an empirical and academic survey.
Frontiers Comput. Sci.
Zhanheng Chen, Zhuhong You, Qinhu Zhang, Zhen-Hao Guo, Siguo Wang, Yanbin Wang
2023 J jnl
Predicting the Sequence Specificities of DNA-Binding Proteins by DNA Fine-Tuned Language Model With Decaying Learning Rates.
IEEE ACM Trans. Comput. Biol. Bioinform.
Ying He, Qinhu Zhang, Siguo Wang, Zhanheng Chen, Zhen Cui, Zhen-Hao Guo, De-Shuang Huang
2023 J jnl
scInterpreter: a knowledge-regularized generative model for interpretably integrating scRNA-seq data.
BMC Bioinform.
Zhen-Hao Guo, Yan Wu, Siguo Wang, Qinhu Zhang, Jin-Ming Shi, Yan-Bin Wang, Zhan-Heng Chen
2022 J jnl
Base-resolution prediction of transcription factor binding signals by a deep learning framework.
PLoS Comput. Biol.
Qinhu Zhang, Ying He, Siguo Wang, Zhanheng Chen, Zhen-Hao Guo, Zhen Cui, Qi Liu, De-Shuang Huang
2022 J jnl
DLoopCaller: A deep learning approach for predicting genome-wide chromatin loops by integrating accessible chromatin landscapes.
PLoS Comput. Biol.
Siguo Wang, Qinhu Zhang, Ying He, Zhen Cui, Zhen-Hao Guo, Kyungsook Han, De-Shuang Huang
2021 J jnl
A learning-based method to predict LncRNA-disease associations by combining CNN and ELM.
BMC Bioinform.
Zhen-Hao Guo, Zhan-Heng Chen, Zhu-Hong You, Yan-Bin Wang, Hai-Cheng Yi, Mei-Neng Wang
2021 J jnl
Learning Representation of Molecules in Association Network for Predicting Intermolecular Associations.
IEEE ACM Trans. Comput. Biol. Bioinform.
Hai-Cheng Yi, Zhu-Hong You, Zhen-Hao Guo, De-Shuang Huang, Keith C. C. Chan
2021 J jnl
MeSHHeading2vec: a new method for representing MeSH headings as vectors based on graph embedding algorithm.
Briefings Bioinform.
Zhen-Hao Guo, Zhu-Hong You, De-Shuang Huang, Hai-Cheng Yi, Kai Zheng, Zhan-Heng Chen, Yan-Bin Wang
2021 — conf
Protein-Protein Interaction Prediction by Integrating Sequence Information and Heterogeneous Network Representation.
ICIC (3)
Xiao-Rui Su, Zhu-Hong You, Zhan-Heng Chen, Hai-Cheng Yi, Zhen-Hao Guo
2020 — conf
A Highly Efficient Biomolecular Network Representation Model for Predicting Drug-Disease Associations.
ICIC (3)
Han-Jing Jiang, Zhu-Hong You, Lun Hu, Zhen-Hao Guo, Bo-Ya Ji, Leon Wong
2020 — conf
A Novel Computational Method for Predicting LncRNA-Disease Associations from Heterogeneous Information Network with SDNE Embedding Model.
ICIC (2)
Ping Zhang, Bo-Wei Zhao, Leon Wong, Zhu-Hong You, Zhen-Hao Guo, Hai-Cheng Yi
2020 — conf
A Unified Deep Biological Sequence Representation Learning with Pretrained Encoder-Decoder Model.
ICIC (2)
Hai-Cheng Yi, Zhu-Hong You, Xiao-Rui Su, De-Shuang Huang, Zhen-Hao Guo
2020 — conf
Inferring Drug-miRNA Associations by Integrating Drug SMILES and MiRNA Sequence Information.
ICIC (2)
Zhen-Hao Guo, Zhu-Hong You, Li-Ping Li, Zhan-Heng Chen, Hai-Cheng Yi, Yan-Bin Wang
2020 — conf
Predicting Drug-Target Interactions by Node2vec Node Embedding in Molecular Associations Network.
ICIC (2)
Zhan-Heng Chen, Zhu-Hong You, Zhen-Hao Guo, Hai-Cheng Yi, Gong-Xu Luo, Yan-Bin Wang
2020 J jnl
RPI-SE: a stacking ensemble learning framework for ncRNA-protein interactions prediction using sequence information.
BMC Bioinform.
Hai-Cheng Yi, Zhu-Hong You, Mei-Neng Wang, Zhen-Hao Guo, Yan-Bin Wang, Ji-Ren Zhou
2020 J jnl
iCDA-CGR: Identification of circRNA-disease associations based on Chaos Game Representation.
PLoS Comput. Biol.
Kai Zheng, Zhu-Hong You, Jian-Qiang Li, Lei Wang, Zhen-Hao Guo, Yu-An Huang
2019 — conf
Combining Evolutionary Information and Sparse Bayesian Probability Model to Accurately Predict Self-interacting Proteins.
ICIC (2)
Yan-Bin Wang, Zhu-Hong You, Hai-Cheng Yi, Zhan-Heng Chen, Zhen-Hao Guo, Kai Zheng
2019 — conf
Combining High Speed ELM with a CNN Feature Encoding to Predict LncRNA-Disease Associations.
ICIC (2)
Zhen-Hao Guo, Zhu-Hong You, Li-Ping Li, Yan-Bin Wang, Zhan-Heng Chen
2019 — conf
Combining LSTM Network Model and Wavelet Transform for Predicting Self-interacting Proteins.
ICIC (1)
Zhan-Heng Chen, Zhu-Hong You, Li-Ping Li, Zhen-Hao Guo, Pengwei Hu, Han-Jing Jiang
2019 — conf
In Silico Identification of Anticancer Peptides with Stacking Heterogeneous Ensemble Learning Model and Sequence Information.
ICIC (2)
Hai-Cheng Yi, Zhu-Hong You, Yan-Bin Wang, Zhan-Heng Chen, Zhen-Hao Guo, Hui-Juan Zhu