Shenggeng Lin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Attention Mechanism

Spatio Temporal Data

Top Venues

J. Cheminformatics

J. Syst. Control. Eng.

Briefings Bioinform.

J. Chem. Inf. Model.

Publications

Yufang Zhang, Jiayi Li, Shenggeng Lin, Jianwei Zhao, Yi Xiong, Dong-Qing Wei
An end-to-end method for predicting compound-protein interactions based on simplified homogeneous graph convolutional network and pre-trained language model. J. Cheminformatics 16 (1) (2024)
Heqi Sun, Jianmin Wang, Hongyan Wu, Shenggeng Lin, Junwei Chen, Jinghua Wei, Shuai Lv, Yi Xiong, Dong-Qing Wei
A Multimodal Deep Learning Framework for Predicting PPI-Modulator Interactions. J. Chem. Inf. Model. 63 (23) (2023)
Shenggeng Lin, Weizhi Chen, Gengwang Chen, Songchi Zhou, Dong-Qing Wei, Yi Xiong
MDDI-SCL: predicting multi-type drug-drug interactions via supervised contrastive learning. J. Cheminformatics 14 (1) (2022)
Shenggeng Lin, Yanjing Wang, Lingfeng Zhang, Yanyi Chu, Yatong Liu, Yitian Fang, Mingming Jiang, Qiankun Wang, Bowen Zhao, Yi Xiong, Dong-Qing Wei
MDF-SA-DDI: predicting drug-drug interaction events based on multi-source drug fusion, multi-source feature fusion and transformer self-attention mechanism. Briefings Bioinform. 23 (1) (2022)
Shenggeng Lin, Guangwei Zhang, Dong-Qing Wei, Yi Xiong
DeepPSE: Prediction of polypharmacy side effects by fusing deep representation of drug pairs and attention mechanism. Comput. Biol. Medicine 149 (2022)
Yu Jiang, Shenggeng Lin, Jinjian Ruan, Hong Qi
Spatio-temporal dependence-based tensor fusion for thermocline analysis in Argo data. J. Syst. Control. Eng. 235 (10) (2021)