11 citations · 16 across the 5 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.DB2021★ 5 cited
Collective Shortest Paths for Minimizing Congestion on Temporal Load-Aware Road Networks
Chris Conlan, Teddy Cunningham, Gunduz Vehbi Demirci +1
Shortest path queries over graphs are usually considered as isolated tasks, where the goal is to return the shortest path for each individual query. In practice, however, such quer…
cs.LG2021★ 11 cited
Partitioning sparse deep neural networks for scalable training and inference
Gunduz Vehbi Demirci, Hakan Ferhatosmanoglu
The state-of-the-art deep neural networks (DNNs) have significant computational and data management requirements. The size of both training data and models continue to increase. Sp…