Hongming Chen

Guangzhou Experimental Station — China

Computer Science · Physical Sciences

38h-index8.7kcitations158works5.12yr avg
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Research Topics

Computational Drug Discovery Methods(123), Machine Learning in Materials Science(68), Protein Structure and Dynamics(20), Chemical Synthesis and Analysis(14), Metabolomics and Mass Spectrometry Studies(13)

Publications158 total

Artificial intelligence in drug development for delirium and Alzheimer’s disease
Acta Pharmaceutica Sinica B·2025· 4 citedOpen Access
ECTS: An ultra-fast diffusion model for exploring chemical reactions with equivariant consistency
2025Open Access
Pricing strategy of supply chain considering response time of extended warranty service
Operations Research Perspectives·2025· 3 citedOpen Access
The Optimizing of Supply Chain Strategy for Online Extended Warranty with Trade Old for New Services
Lecture notes in business information processing·2025
PharmaBench: Enhancing ADMET benchmarks with large language models
Scientific Data·2024· 32 citedOpen Access
EC-Conf: A ultra-fast diffusion model for molecular conformation generation with equivariant consistency
Journal of Cheminformatics·2024· 7 citedOpen Access
How good are current pocket based 3D generative models? : The benchmark set and evaluation of protein pocket based 3D molecular generative models
2024· 1 citedOpen Access
How good are current pocket based 3D generative models? : The benchmark set and evaluation on protein pocket based 3D molecular generative models
2024· 2 citedOpen Access
How good are current pocket based 3D generative models? : The benchmark set and evaluation on protein pocket based 3D molecular generative models
2024· 1 citedOpen Access
Glycoengineering in antigen-specific immunotherapies
Current Opinion in Chemical Biology·2024· 7 citedOpen Access
Diff-Shape: A Novel Constrained Diffusion Model for Shape based De Novo Drug Design
2024· 3 citedOpen Access
EC-Conf: A ultra-fast diffusion model for molecular conformation generation with equivariant consistency
2024· 1 citedOpen Access
Enhancing Generic Reaction Yield Prediction through Reaction Condition-Based Contrastive Learning
Research·2023· 12 citedOpen Access
Node-based Knowledge Graph Contrastive Learning for Medical Relationship Prediction
arXiv (Cornell University)·2023· 1 citedOpen Access
Research on Wordle Game Based on Deep Learning Algorithm
2023
Application of message passing neural networks for molecular property prediction
Current Opinion in Structural Biology·2023· 48 cited
An improved 3D quantitative structure-activity relationships (QSAR) of molecules with CNN-based partial least squares model
Artificial Intelligence in the Life Sciences·2023· 7 citedOpen Access
A Novel Atom Pair Attention Methodology for MolecularRepresentation Learning
Research Square (Research Square)·2023Open Access
A Method for Evaluating the Age-friendly Level in Hospitals Based on the Importance and Satisfaction
Journal of Electronics and Information Science·2023Open Access
A Novel Atom Pair Attention Methodology for MolecularRepresentation Learning
2022Open Access
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Frequent Co-authors

Ola Engkvist(38), Esben Jannik Bjerrum(13), Josep Arús‐Pous(11), Thomas Blaschke(7), Christian Tyrchan(7), Jean‐Louis Reymond(6), Günter Klambauer(6), Simon Johansson(5), Lars Carlsson(5), Noé Sturm(5), Rocío Mercado(5), Thierry Kogej(5), Marcus Olivecrona(4), Atanas Patronov(4), Oleksii Prykhodko(4), Jürgen Bajorath(4), Tobias Rastemo(4), Edvard Lindelöf(4), Panagiotis-Christos Kotsias(3), Jiangming Sun(3)