37 citations · 38 across the 9 of their papers we have counts for
Showing cs.DCShow all
2 papers · 1 filter
cs.DC2024
Improving Locality in Sparse and Dense Matrix Multiplications
Mohammad Mahdi Salehi Dezfuli, Kazem Cheshmi
Consecutive matrix multiplications are commonly used in graph neural networks and sparse linear solvers. These operations frequently access the same matrices for both reading and w…
cs.DC2018
MatRox: Modular approach for improving data locality in Hierarchical (Mat)rix App(Rox)imation
Bangtian Liu, Kazem Cheshmi, Saeed Soori +2
Hierarchical matrix approximations have gained significant traction in the machine learning and scientific community as they exploit available low-rank structures in kernel methods…