Wang, Sheng

Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model

Wang, S., Sun, S., Li, Z., Zhang, R., & Xu, J. (2017) · PLOS Computational Biology

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 931

Adaptive Graph Convolutional Neural Networks

Li, R., Wang, S., Zhu, F., & Huang, J. (2018) · Proceedings of the AAAI Conference on Artificial Intelligence

Advanced Graph Neural NetworksGraph Theory and Algorithms

Cited by 842

Critical assessment of protein intrinsic disorder prediction

Necci, M., Piovesan, D., Predictors, C., Hoque, M. T., Walsh, I., Iqbal, S., Vendruscolo, M., Sormanni, P., Wang, C., Raimondi, D., et al. (2021) · Nature Methods

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 343

A new paradigm for applying deep learning to protein–ligand interaction prediction

Wang, Z., Wang, S., Li, Y., Guo, J., Wei, Y., Mu, Y., Zheng, L., & Li, W. (2024) · Briefings in Bioinformatics

Computational Drug Discovery MethodsMachine Learning in Bioinformatics

Cited by 41

A New Paradigm for Applying Deep Learning to Protein-Ligand Interaction Prediction

Wang, Z., Wang, S., Li, Y., Guo, J., Wei, Y., Mu, Y., Zheng, L., & Li, W. (2023) · Briefings in Bioinformatics

Computational Drug Discovery MethodsMachine Learning in Bioinformatics

Cited by 41

RNA tertiary structure modeling with BRiQ potential in CASP15

Chen, K., Zhou, Y., Wang, S., & Xiong, P. (2023) · Proteins: Structure, Function, and Bioinformatics

RNA and protein synthesis mechanismsProtein Structure and Dynamics

Cited by 37

Deep learning reveals many more inter-protein residue-residue contacts than direct coupling analysis

Zhou, T.-M., Wang, S., & Xu, J. (2017) · bioRxiv (Cold Spring Harbor Laboratory)

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 25

Benchmarking Reverse Docking through AlphaFold2 Human Proteome

Luo, Q., Wang, S., Li, H. Y., Zheng, L., Mu, Y., & Guo, J. (2023) · Protein Science

Computational Drug Discovery MethodsProtein Interaction Studies and Fluorescence Analysis

Cited by 14

Thermo Link: Bridging disulfide bonds and enzyme thermostability through database construction and machine learning prediction

Xu, R., Pan, Q., Zhu, G., Ye, Y., Xin, M., Wang, Z., Wang, S., Li, W., Wei, Y., Guo, J., et al. (2024) · Protein Science

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 12

ThermoLink: Bridging Disulfide Bond and Enzyme Thermostability through Database Construction and Machine Learning Prediction

Xu, R., Ye, Y., Xin, M., Wang, Z., Wang, S., Li, W., Wei, Y., Zheng, L., & Guo, J. (2023) · Protein Science

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 11