Nabil Abubaker | Researcher Profile | Sotabase

Career

· Computer Scientist, Forschungszentrum Jülich (Current)2025–

· Postdoctoral Fellow, ETH Zürich2023–2025

· Postdoctoral Research Scientist, Bilkent University2022–2023

· Full Stack Engineer, ETGI GRUP2017–2018

· Research Assistant, Bilkent University2016–2022

· Teaching Assistant, Bilkent University2014–2022

· Software Engineer, Birzeit University2014–2014

· Software Engineering Intern, EXALT Technologies Ltd.2013–2013

Publications (7)

Spatiotemporal Graph and Hypergraph Partitioning Models for Sparse Matrix-Vector Multiplication on Many-Core Architectures

IEEE Transactions on Parallel and Distributed Systems · 2019

cited

Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication

ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming · 2024

cited

Minimizing Staleness and Communication Overhead in Distributed SGD for Collaborative Filtering

IEEE transactions on computers · 2023

cited

True Load Balancing for Matricized Tensor Times Khatri-Rao Product

IEEE Transactions on Parallel and Distributed Systems · 2021

cited

Scaling Stratified Stochastic Gradient Descent for Distributed Matrix Completion

IEEE Transactions on Knowledge and Data Engineering · 2023

cited

Scalable Unsupervised ML: Latency Hiding in Distributed Sparse Tensor Decomposition

IEEE Transactions on Parallel and Distributed Systems · 2021

cited

Novel algorithms and models for scaling parallel sparse tensor and matrix factorizations (Paralel seyrek tensör ve matris ayrışımı için yeni yöntem ve modeller)

2022

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