Chunqiu Xia

GraphBind: protein structural context embedded rules learned by hierarchical graph neural networks for recognizing nucleic-acid-binding residues

Ying Xia, Chunqiu Xia, Xiaoyong Pan et al. · Nucleic Acids Research · 2021 · 169 citations · Full text

Engineering, Molecular Biology, Residue Recognition +20

Protein–ligand binding residue prediction enhancement through hybrid deep heterogeneous learning of sequence and structure data

Chunqiu Xia, Xiaoyong Pan, Hong‐Bin Shen · Bioinformatics · 2020 · 72 citations · Full text

A Self-Training Subspace Clustering Algorithm under Low-Rank Representation for Cancer Classification on Gene Expression Data

Chunqiu Xia, Ke Han, Yong Qi et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2017 · 60 citations · Full text

Engineering, Machine Learning, Pathology +22

Fast protein structure comparison through effective representation learning with contrastive graph neural networks

Chunqiu Xia, Shihao Feng, Ying Xia et al. · PLoS Computational Biology · 2022 · 32 citations · Full text

Graph Representation Learning, Engineering, Structural Bioinformatics +19

Leveraging scaffold information to predict protein–ligand binding affinity with an empirical graph neural network

Chunqiu Xia, Shihao Feng, Ying Xia et al. · Briefings in Bioinformatics · 2022 · 24 citations

Graph Representation Learning, Machine Learning, Engineering +18