2 papers
cs.AR2023
PIMMiner: A High-performance PIM Architecture-aware Graph Mining Framework
Jiya Su, Peng Jiang, Rujia Wang
Graph mining applications, such as subgraph pattern matching and mining, are widely used in real-world domains such as bioinformatics, social network analysis, and computer vision.…
cs.DB2021
Efficient Mining of Frequent Subgraphs with Two-Vertex Exploration
Peng Jiang, Rujia Wang, Bo Wu
Frequent Subgraph Mining (FSM) is the key task in many graph mining and machine learning applications. Numerous systems have been proposed for FSM in the past decade. Although thes…