Qian Huang

From Topology to Cognition: A Unified Graph-Driven Framework for Scalable Intelligent Data Mining

Modern data are increasingly represented and utilized as interconnected networks, including collaboration graphs, multi-relational user–item interactions, and schema-less knowledge graphs that support retrieval-augmented generation pipelines. While graph analytics has become a key foundation for intelligent data mining...