73 citations · 115 across the 19 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
q-bio.BM2022★ 3 cited
Predicting Protein-Ligand Binding Affinity with Equivariant Line Graph Network
Yiqiang Yi, Xu Wan, Kangfei Zhao +2
Binding affinity prediction of three-dimensional (3D) protein ligand complexes is critical for drug repositioning and virtual drug screening. Existing approaches transform a 3D pro…
cs.LG2022★ 73 cited
Transformer for Graphs: An Overview from Architecture Perspective
Erxue Min, Runfa Chen, Yatao Bian +7
Recently, Transformer model, which has achieved great success in many artificial intelligence fields, has demonstrated its great potential in modeling graph-structured data. Till n…
cs.DB2022★ 1 cited
Community Search: A Meta-Learning Approach
Shuheng Fang, Kangfei Zhao, Guanghua Li +1
Community Search (CS) is one of the fundamental graph analysis tasks, which is a building block of various real applications. Given any query nodes, CS aims to find cohesive subgra…