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Junhao Liu

Interpretable feature extraction and dimensionality reduction in ESM2 for protein localization prediction
2023 · Zeyu Luo, Rui Wang, et al. · Briefings in Bioinformatics · 50
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Interpretable Machine Learning Analysis of Design Factors in Hydrogel Supercapacitors
2025 · Liying Xu, Siqi Liu, et al. · Gels · 11
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Ag/TA@CNC Reinforced Hydrogel Dressing with Enhanced Adhesion and Antibacterial Activity
2025 · Jiahao Yu, Junhao Liu, et al. · Gels · 7
ESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery
2025 · Yawen Sun, Rui Wang, et al. · Briefings in Bioinformatics · 6
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EUP: Enhanced cross-species prediction of ubiquitination sites via a conditional variational autoencoder network based on ESM2
2025 · Junhao Liu, Zeyu Luo, et al. · PLoS Computational Biology · 3
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Physiological and biochemical variations in different pepper (Capsicum annuum var. conoides) varieties under salt stress
2025 · Xinru Li, Yamin Zhang, et al. · BMC Plant Biology · 2
[The role of adenine nucleotide and its metabolites in regulating the homeostasis of glucose and lipid metabolism].
2021 · Wen-Hao Ge, Jun-Hao Liu, et al. · PubMed · 2
Exploring Key Proteins, Pathways and Oxygen Usage Bias of Proteins and Metabolites in Melanoma
2023 · Man Zhang, Chengxu Zhu, et al. · Journal of Computational Biophysics and Chemistry · 1
ProtLoc-Mex1: Interpretable Analysis of Amino Acids Sequence Chemical Feature and GO Annotations for Predicting Protein Subcellular Localization
2025 · Junhao Liu, Zeyu Luo, et al. · Journal of Computational Biophysics and Chemistry
Abstract 3485: PELP1 is a novel mediator of medulloblastoma progression
2019 · Yiliao Luo, Gangadhara Reddy Sareddy, et al. · Molecular and Cellular Biology / Genetics
Retrieval of Snow Depth over Arctic Sea Ice using a Deep Neural Network Approach
2018 · Y. Zhang, Junhao Liu, et al. · AGU Fall Meeting Abstracts
Works count: 11
Citation count: 81
H-index: 4
I10-index: 2
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