Haihong Yang

Knowledge-graph-based cell-cell communication inference for spatially resolved transcriptomic data with SpaTalk

Xin Shao, Chengyu Li, Haihong Yang et al. · Nature Communications · 2022 · 199 citations · Full text

Engineering, Transcriptomics Technology, Spatial Omics +23

scDeepSort: a pre-trained cell-type annotation method for single-cell transcriptomics using deep learning with a weighted graph neural network

Xin Shao, Haihong Yang, Xiang Zhuang et al. · Nucleic Acids Research · 2021 · 159 citations · Full text

Engineering, Immunology, Transcriptome Profiling +18

Molecular Contrastive Learning with Chemical Element Knowledge Graph

Fang Yin, Qiang Zhang, Haihong Yang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 95 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +22

De novo analysis of bulk RNA-seq data at spatially resolved single-cell resolution

Jie Liao, Jingyang Qian, Fang Yin et al. · Nature Communications · 2022 · 84 citations · Full text

Knowledge-graph-based cell-cell communication inference for spatially resolved transcriptomic data with SpaTalk

Xin Shao, Chengyu Li, Haihong Yang et al. · 2022 · 20 citations · Full text