2023

Conlan, Chris, Oakley, Joe, Demirci, Gunduz Vehbi, Sfyridis, Alexandros and Ferhatosmanoglu, Hakan (2023) Real-time spatio-temporal forecasting with dynamic urban event and vehicle-level flow information. In: 5th International Workshop on Big Mobility Data Analytics (BMDA). Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, Ioannina, Greece, 28-31 Mar 2023. Published in: CEUR Workshop Proceedings, 3379 doi:urn:nbn:de:0074-3379-5 ISSN 1613-0073.

2022

Demirci, Gunduz Vehbi, Haldar, Aparajita and Ferhatosmanoglu, Hakan (2022) Scalable graph convolutional network training on distributed-memory systems. Proceedings of the VLDB Endowment, 16 (4). pp. 711-724. doi:10.14778/3574245.3574256 ISSN 2150-8097.

2021

Conlan, Chris, Cunningham, Teddy, Demirci, Gunduz and Ferhatosmanoglu, Hakan (2021) Collective shortest paths for minimizing congestion on temporal load-aware road networks. In: SIGSPATIAL 2021 : 14th International Workshop on Computational Transportation Science (IWCTS '21), Beijing, China, 2-5 Nov 2021. Published in: IWCTS '21: Proceedings of the 14th ACM SIGSPATIAL International Workshop on Computational Transportation Science pp. 1-10. ISBN 9781450391177. doi:10.1145/3486629.3490691

Demirci, Gunduz Vehbi and Ferhatosmanoglu, Hakan (2021) Partitioning sparse deep neural networks for scalable training and inference. In: 2021 International Conference on Supercomputing (ICS ’21), Virtual conference -USA, 14-17 Jun 2021. Published in: ICS '21: Proceedings of the ACM International Conference on Supercomputing pp. 254-265. doi:10.1145/3447818.3460372