Concepedia

Xiaomin Fang

XF

16

Publications

1.1K

Citations

14

H-Index

2015

Active since

Affiliations

Baidu (China)(Current)

Tsinghua University

Xiaomin Fang is an author at Baidu (China) specializing in engineering, medicine, and computational biology.

Top concepts

EngineeringMedicineComputational BiologySystems BiologyMachine LearningMolecular BiologyData ScienceStructural BiologyDeep LearningBioinformatics

Publications per year

2015–2023

16

Publications

16

Geometry-enhanced molecular representation learning for property prediction

Xiaomin Fang, Lihang Liu, Jieqiong Lei et al. · Nature Machine Intelligence · 2022 · 517 citations · Full text

Geometric Learning, Graph Representation Learning, Machine Learning +17

Xiaomin Fang, Jizhou Huang, Fan Wang et al. · 2020 · 158 citations

Transport Network Analysis, Recurrent Neural Network, Engineering +12

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

Xiaomin Fang, Fan Wang, Lihang Liu et al. · Nature Machine Intelligence · 2023 · 82 citations · Full text

Artificial Intelligence, Structural Bioinformatics, Biomolecular Structure Prediction +16

DTSyn: a dual-transformer-based neural network to predict synergistic drug combinations

Jing Hu, Jie Gao, Xiaomin Fang et al. · Briefings in Bioinformatics · 2022 · 61 citations

Systems Biology, Synergistic Drug Combinations, Engineering +14

HelixADMET: a robust and endpoint extensible ADMET system incorporating self-supervised knowledge transfer

Shanzhuo Zhang, Zhiyuan Yan, Yueyang Huang et al. · Bioinformatics · 2022 · 53 citations · Full text

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