Mingyue Zheng

University of Technology Sydney — Australia

Computer Science · Physical Sciences

51h-index12.2kcitations529works6.82yr avg
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Research Topics

Computational Drug Discovery Methods(132), Protein Structure and Dynamics(40), Machine Learning in Materials Science(37), Bioinformatics and Genomic Networks(30), Chemical Synthesis and Analysis(26)

Publications526 total

E-Commerce Customer Churn Prediction and Key Determinant Investigation Based on Machine Learning Algorithms
Finance & Economics·2025Open Access
Emerging Strategies for Sustainable Nitrogen Activation to Ammonia
Small·2025
AI-driven breakthroughs in ion channel drug discovery: the future is now
Acta Pharmacologica Sinica·2025· 1 citedOpen Access
Multiple blue fingernails caused by chromhidrosis
Annales de Dermatologie et de Vénéréologie·2025
Mechanistic Insights into the Allosteric Regulation of P53 Y220C by Small-Molecule Stabilizers
Journal of Chemical Information and Modeling·2025
Furo[2,3- <i>f</i> ]quinazolin-7(6 <i>H</i> )-one Derivatives as Potent, Selective, and Orally Bioavailable MAT2A Inhibitors for MTAP-Deficient Cancer Therapy
Journal of Medicinal Chemistry·2025
Threshold of adequate resection margin for sub-lobar resection in peripheral clinical stage IA1-2 non-small cell lung cancer with tumor spread through air spaces
Lung Cancer·2025
Multimodal pre-training models of molecular representation for drug discovery
National Science Review·2025Open Access
Benchmarking Real-World Applicability of Molecular Generative Models from De novo Design to Lead Optimization with MolGenBench
2025Open Access
UCH-L1 down-regulates HER2 expression and increases lapatinib sensitivity by interacting with HSP90 in HER2-positive breast cancer
Genes & Diseases·2025Open Access
STEM-04. LONGITUDINAL DNA METHYLATION CHANGE FUELS DISEASE PROGRESSION THROUGH ALTERED CELL STATE DIFFERENTIATION IN IDH-MUTANT GLIOMA
Neuro-Oncology·2025Open Access
Omics-based large language models: A new engine for drug discovery innovation
Acta Pharmaceutica Sinica B·2025Open Access
Unveiling conformation-selective regulation of the norepinephrine transporter
Cell·2025
Deep Residual Learning for Molecular Force Fields
2025
Functional Ion-Sieving Separators Based on Covalent Organic Frameworks toward Stable Aqueous Energy Storage and Conversion
ACS Materials Letters·2025· 1 cited
Lobar vs Sublobar Resection for Clinical Stage IA1-2 Non-Small Cell Lung Cancer With Tumor Spread Through Air Spaces
The Annals of Thoracic Surgery·2025· 1 cited
Epidermal hydrodynamics controls water homeostasis of shoot meristems for plant adaptation to terrestrial environments
Developmental Cell·2025· 1 citedOpen Access
Discovery and characterization of a novel HIF-2α agonist for the treatment of CKD-related renal anemia
Acta Pharmacologica Sinica·2025Open Access
Deep Residual Learning for Molecular Force Fields
2025Open Access
A polarity-sensitive fluorescent probe for monitoring liver disease and edible oil quality
Microchemical Journal·2025· 2 cited
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Frequent Co-authors

Hualiang Jiang(34), Kaixian Chen(15), Xiaomin Luo(14), Xutong Li(11), Cheng Luo(9), Xiaohong Liu(8), Hong Liu(8), Zhaoping Xiong(7), Feisheng Zhong(7), Sulin Zhang(7), Hong Liu(7), Xiaoqin Tan(6), Zunyun Fu(6), Weiliang Zhu(6), Dingyan Wang(5), Xiaozhe Wan(5), Yuan Xu(5), Zhaojun Li(4), Lifan Chen(4), Tianbiao Yang(4)