Ran Su

Institute of Wetland Research — China

Biochemistry, Genetics and Molecular Biology · Life Sciences

42h-index7.1kcitations135works3.22yr avg
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Research Topics

Machine Learning in Bioinformatics(40), Computational Drug Discovery Methods(18), RNA and protein synthesis mechanisms(14), Genomics and Phylogenetic Studies(13), Bioinformatics and Genomic Networks(13)

Publications135 total

AI ethics in geoscience: Toward trustworthy and responsible innovation
Geography and sustainability·2026· 2 citedOpen Access
Self-supervised exceptional prototypical network for few-shot grading of gastric intestinal metaplasia
Neural Networks·2026
A Multi-Modal Contrastive Learning Framework for Cyclic Peptide Permeability Prediction
IEEE Transactions on Computational Biology and Bioinformatics·2025
Melody: Decoding the Sequence Determinants of Locus-Specific DNA Methylation Across Human Tissues
bioRxiv (Cold Spring Harbor Laboratory)·2025Open Access
CDI-DTI: A Strong Cross-domain Interpretable Drug-Target Interaction Prediction Framework Based on Multi-Strategy Fusion
arXiv (Cornell University)·2025Open Access
TCN-RDP: Predicting Drug-Induced Liver Injury from Time-Series Toxicogenomic Data
Journal of Chemical Information and Modeling·2025
Functions of RNA N6-Methyladenosine Demethylases in Plant Development and Stress Responses
Agronomy·2025Open Access
Drug-induced liver injury prediction based on graph convolutional networks and toxicogenomics
PLoS Computational Biology·2025· 3 citedOpen Access
Mechanism of xihuang pill inhibition of SLC7A11 deubiquitination through downregulation of the OTUB1 to promote ferroptosis in triple-negative breast cancer
Journal of Ethnopharmacology·2025· 2 cited
scMomer: A modality-aware pretraining framework for single-cell multi-omics modeling under missing modality conditions
2025Open Access
PKDF-Net: Anticancer peptide prediction via a prior-knowledge-aware dual-path feature-entangled network
Engineering Applications of Artificial Intelligence·2025· 3 cited
Iterative clustering algorithm G-DESC-E and pan-cancer key gene analysis based on single-cell sequencing data
Briefings in Bioinformatics·2025Open Access
Iterative pseudo-labeling based adaptive copy-paste supervision for semi-supervised tumor segmentation
Knowledge-Based Systems·2025· 22 citedOpen Access
Synergizing multimodal data and fingerprint space exploration for mechanism of action prediction
Bioinformatics·2025· 1 citedOpen Access
A self-conformation-aware pre-training framework for molecular property prediction with substructure interpretability
Nature Communications·2025· 22 citedOpen Access
Investigating the Interaction Mechanism of CAT-BT-Br and Key Residue Mutations for Castration-Resistant Prostate Cancer through Molecular Dynamics Simulation
The Journal of Physical Chemistry B·2025
BFGTP: A BERT-Guided Two-Stage Molecular Representation Learning Framework for Toxicity Prediction
IEEE Journal of Biomedical and Health Informatics·2025· 1 cited
Multi-Modal Deep Representation Learning Accurately Identifies and Interprets Drug-Target Interactions
IEEE Journal of Biomedical and Health Informatics·2025· 5 cited
TPNET: A Time-Sensitive Small Sample Multimodal Network for Cardiotoxicity Risk Prediction
IEEE Journal of Biomedical and Health Informatics·2025
HRProtoKD: A hierarchical and relational prototype based knowledge distillation framework for few-shot cancer molecular subtyping
IEEE Journal of Biomedical and Health Informatics·2025
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Frequent Co-authors

Leyi Wei(39), Quan Zou(14), Changming Sun(10), Zhaopeng Meng(9), Qiangguo Jin(8), Yi Jiang(5), Junru Jin(5), Hui Cui(5), Balachandran Manavalan(4), Lizhen Cui(4), Tuan D. Pham(3), Huangrong Chen(3), Pengwei Xing(3), Ruheng Wang(3), Kenta Nakai(3), Zhongshen Li(3), Wenjia He(3), Lit‐Hsin Loo(3), Daniele Zink(3), Guobao Xiao(3)