Fast multidimensional reduction and broadcast operations on GPU for machine learning. - Doga Dikbayir; Enis Berk Çoban; Ilker Kesen; Deniz Yuret; Didem Unat (Concurr. Comput. Pract. Exp., 2018)

Exploring Task Parallelism for the Multilevel Fast Multipole Algorithm. - Michael P. Lingg; Stephen M. Hughey; Doga Dikbayir; Balasubramaniam Shanker; Hasan Metin Aktulga (HiPC, 2020)

Optimizing Data Locality and Termination Criterion for t-SNE. - Doga Dikbayir; Balasubramaniam Shanker; Hasan Metin Aktulga (IJCNN, 2021)

A computational-graph partitioning method for training memory-constrained DNNs. - Fareed Qararyah; Mohamed Wahib; Doga Dikbayir; Mehmet Esat Belviranli; Didem Unat (Parallel Comput., 2021)

A Deep Learning Framework for Three Dimensional Shape Reconstruction from Phaseless Acoustic Scattering Far-field Data. - Doga Dikbayir; Abdel Alsnayyan; Vishnu Naresh Boddeti; Balasubramaniam Shanker; Hasan Metin Aktulga (CoRR, 2024)