Get started
Author

Shenggeng Lin

MDF-SA-DDI: predicting drug–drug interaction events based on multi-source drug fusion, multi-source feature fusion and transformer self-attention mechanism
2021 · Shenggeng Lin, Yanjing Wang, et al. · Briefings in Bioinformatics · 205
MDDI-SCL: predicting multi-type drug-drug interactions via supervised contrastive learning
2022 · Shenggeng Lin, Weizhi Chen, et al. · Journal of Cheminformatics · 63
PDF
TEPCAM : Prediction of T ‐cell receptor–epitope binding specificity via interpretable deep learning
2023 · Junwei Chen, Bowen Zhao, et al. · Protein Science · 40
PDF
An end-to-end method for predicting compound-protein interactions based on simplified homogeneous graph convolutional network and pre-trained language model
2024 · Yufang Zhang, Jiayi Li, et al. · Journal of Cheminformatics · 25
DeepPSE: Prediction of polypharmacy side effects by fusing deep representation of drug pairs and attention mechanism
2022 · Shenggeng Lin, Guangwei Zhang, et al. · Computers in Biology and Medicine · 23
Network pharmacology- and molecular simulation-based exploration of therapeutic targets and mechanisms of heparin for the treatment of sepsis/COVID-19
2023 · Yitian Fang, Shenggeng Lin, et al. · Journal of Biomolecular Structure and Dynamics · 17
MATT-DDI: Predicting multi-type drug-drug interactions via heterogeneous attention mechanisms
2023 · Shenggeng Lin, Xueying Mao, et al. · Methods · 16
ReHoGCNES-MDA: prediction of miRNA-disease associations using homogenous graph convolutional networks based on regular graph with random edge sampler
2024 · Yufang Zhang, Yanyi Chu, et al. · Briefings in Bioinformatics · 9
PDF
Towards interpretable drug interaction prediction via dual-stage attention and Bayesian calibration with active learning
2025 · Rongpei Li, Yufang Zhang, et al. · PeerJ Computer Science · 5
Construction of Network Biomarkers Using Inter-Feature Correlation Coefficients (FeCO3) and their Application in Detecting High-Order Breast Cancer Biomarkers
2022 · Shenggeng Lin, Yuqi Lin, et al. · Current Bioinformatics · 5
ProStab: Prediction of protein stability change upon mutations by protein language and inverse folding models
2025 · Hong Tan, Xiaowei Wei, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 4
PDF
Spatio-temporal dependence-based tensor fusion for thermocline analysis in Argo data
2020 · Yu Jiang, Shenggeng Lin, et al. · Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering · 4
Hot-Spot-Guided Generative Deep Learning for Drug-Like PPI Inhibitor Design
2025 · Heqi Sun, Jiayi Li, et al. · Interdisciplinary Sciences Computational Life Sciences · 3
Target-specific design of drug-like PPI inhibitors via hot-spot-guided generative deep learning
2024 · Heqi Sun, Jiayi Li, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2
Leveraging deep transfer learning for identification of essential human miRNAs
2025 · Shenggeng Lin, Tong Zhu, et al. · Molecular Therapy
Network pharmacology- and molecular simulation-based exploration of therapeutic targets and mechanisms of heparin for the treatment of sepsis/COVID-19
2023 · Fang, Yitian, Lin, Shenggeng, et al. · Figshare
Supplementary material to "Water-saving ground cover rice production system reduces net greenhouse gas fluxes in an annual rice-based cropping system"
2014 · Z. Yao, Y. Du, et al.
PDF
Works count: 20
Citation count: 425
H-index: 8
I10-index: 7
Year
Topic
Type