Song, Le

Scientific discovery in the age of artificial intelligence.

Wang, H., Fu, T., Du, Y., Gao, W., Huang, K., Liu, Z., Chandak, P., Liu, S., Van Katwyk, P., Deac, A., et al. (2023) · Nature

Artificial Intelligence ApplicationsMachine Learning in Materials Science

Cited by 1,823

Large Scale Foundation Model on Single-cell Transcriptomics

Hao, M., Gong, J., Zeng, X., Liu, C., Guo, Y., Cheng, X., Wang, T., Ma, J., Song, L., & Zhang, X. (2023) · Nature Methods

Single-cell and spatial transcriptomicsGene expression and cancer classification

Cited by 639

Large-scale foundation model on single-cell transcriptomics

Hao, M., Gong, J., Zeng, X., Liu, C., Guo, Y., Cheng, X., Wang, T., Ma, J., Zhang, X., & Song, L. (2024) · Nature Methods

Single-cell and spatial transcriptomicsGene expression and cancer classification

Cited by 628

Emerging materials intelligence ecosystems propelled by machine learning

Batra, R., Song, L., & Ramprasad, R. (2020) · Nature Reviews Materials

Machine Learning in Materials ScienceComputational Drug Discovery Methods

Cited by 446

Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM

Shi, X., Li, D., Zhao, P., Tian, Q., Tian, Y., Long, Q., Zhu, C., Song, J., Qiao, F., Song, L., et al. (2020) · 2020 IEEE International Conference on Robotics and Automation (ICRA)

Robotics and Sensor-Based Localization3D Surveying and Cultural Heritage

Cited by 185

A method for multiple-sequence-alignment-free protein structure prediction using a protein language model

Fang, X., Wang, F., Liu, L., He, J., Lin, D., Xiang, Y., Zhu, K., Zhang, X., Wu, H., Li, H., et al. (2023) · Nature Machine Intelligence

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 132

HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative

Fang, X., Wang, F., Liu, L., He, J., Lin, D., Xiang, Y., Zhang, X., Wu, H., Li, H., & Song, L. (2022) · Nature Machine Intelligence

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 132

Protein multiple conformations prediction using multi-objective evolution algorithm

Hou, M.-H., Jin, S.-R., Cui, X.-Y., Peng, C.-X., Zhao, K.-L., Song, L., & Zhang, G.-J. (2023) · Interdisciplinary Sciences Computational Life Sciences

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 29

GraphCPLMQA: Assessing protein model quality based on deep graph coupled networks using protein language model

Liu, D., Zhang, B., Liu, J., Li, H., Song, L., & Zhang, G.-J. (2023) · Briefings in Bioinformatics

Protein Structure and DynamicsEnzyme Structure and Function

Cited by 18