2 citations · 2 across the 1 of their papers we have counts for
2 papers
cs.LG2024
Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch
Saurabh Bajaj, Hojae Son, Juelin Liu +2
Graph Neural Networks (GNNs) have gained significant attention in recent years due to their ability to learn representations of graph-structured data. Two common methods for traini…
cs.DB2024★ 2 cited
GraphMini: Accelerating Graph Pattern Matching Using Auxiliary Graphs
Juelin Liu, Sandeep Polisetty, Hui Guan +1
Graph pattern matching is a fundamental problem encountered by many common graph mining tasks and the basic building block of several graph mining systems. This paper explores for…