Mert Hidayetoğlu

Most-cited papers

MemXCT: Memory-Centric X-Ray CT Reconstruction with Massive Parallelization
Mert Hidayetoğlu, Tekin Bicer, Simon Garcia De Gonzalo, Bin Ren +4 more
2019International Conference for High Performance Computing, Networking, Storage and Analysis44 citations Open access
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Petascale XCT: 3D Image Reconstruction with Hierarchical Communications on Multi-GPU Nodes
Mert Hidayetoğlu, Tekin Bicer, Simon Garcia De Gonzalo, Bin Ren +5 more
2020International Conference for High Performance Computing, Networking, Storage and Analysis35 citations Open access
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Accelerating Fourier and Number Theoretic Transforms using Tensor Cores and Warp Shuffles
Sultan Durrani, Muhammad Saad Chughtai, Mert Hidayetoğlu, Rashid Tahir +4 more
2021International Conference on Parallel Architectures and Compilation Techniques33 citations
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HiCCL: A Hierarchical Collective Communication Library
Mert Hidayetoğlu, Simon Garcia De Gonzalo, Elliott Slaughter, P. Surana +3 more
2024IEEE International Parallel and Distributed Processing Symposium24 citations Open access
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Graph Neural Network Training and Data Tiering
S. Min, Kun Wu, Mert Hidayetoğlu, Jin-Jun Xiong +2 more
2021Knowledge Discovery and Data Mining21 citations
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At-Scale Sparse Deep Neural Network Inference With Efficient GPU Implementation
Mert Hidayetoğlu, Carl Pearson, Vikram Sharma Mailthody, E. Ebrahimi +3 more
2020IEEE Conference on High Performance Extreme Computing21 citations Open access
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CommBench: Micro-Benchmarking Hierarchical Networks with Multi-GPU, Multi-NIC Nodes
Mert Hidayetoğlu, Simon Garcia De Gonzalo, Elliott Slaughter, Yu Li +6 more
2024International Conference on Supercomputing15 citations Open access
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Comparative benchmarking: matrix multiplication on a multicore coprocessor and a GPU
Md. Salim, Ali O. Akkirman, Mert Hidayetoğlu, L. Gurel
20152015 Computational Electromagnetics International Workshop (CEM)10 citations
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MemXCT: Design, Optimization, Scaling, and Reproducibility of X-ray Tomography Imaging
Mert Hidayetoğlu, Tekin Bicer, Simon Garcia de Gonzalo, Bin Ren +4 more
2021IEEE Transactions on Parallel and Distributed Systems9 citations Open access
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Rotation-as-fast-axis scanning-probe x-ray tomography: the importance of angular diversity for fly-scan modes.
Daniel J. Ching, Mert Hidayetoğlu, Tekin Bicer, D. Gürsoy
2018Applied Optics9 citations Open access
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Hector: An Efficient Programming and Compilation Framework for Implementing Relational Graph Neural Networks in GPU Architectures
Kun Wu, Mert Hidayetoğlu, Xiang Song, Sitao Huang +3 more
2023International Conference on Architectural Support for Programming Languages and Operating Systems8 citations Open access
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New Trends in Computational Electromagnetics
W. Chew, Q. Dai, Qin S. Liu, Tian Xia +8 more
2019New Trends in Computational Electromagnetics8 citations
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A Fast and Massively-Parallel Inverse Solver for Multiple-Scattering Tomographic Image Reconstruction
Mert Hidayetoğlu, Carl Pearson, Izzat El Hajj, L. Gurel +2 more
2018IEEE International Parallel and Distributed Processing Symposium8 citations
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MLFMA memory reduction techniques for solving large-scale problems
Mert Hidayetoğlu, L. Gurel
2014IEEE Antennas and Propagation Society International Symposium8 citations Open access
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Shift Parallelism: Low-Latency, High-Throughput LLM Inference for Dynamic Workloads
Mert Hidayetoğlu, Aurick Qiao, Michael Wyatt, Jeff Rasley +2 more
2025International Conference on Architectural Support for Programming Languages and Operating Systems7 citations Open access
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Node-Aware Stencil Communication for Heterogeneous Supercomputers
Carl Pearson, Mert Hidayetoğlu, M. Almasri, Omer Anjum +3 more
2020IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum6 citations
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Parallel solutions of inverse multiple scattering problems with born-type fast solvers
Mert Hidayetoğlu, Chunxia Yang, Lan Wang, Anthony Podkowa +3 more
2016Progress in Electromagnetics Research Symposium6 citations
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An Efficient GPU Implementation Technique for Higher-Order 3D Stencils
Omer Anjum, Garcia de Gonzalo Simon, Mert Hidayetoğlu, W. Hwu
20192019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)3 citations
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Task-Based Programming for Adaptive Mesh Refinement in Compressible Flow Simulations
Anjiang Wei, Hang Song, Mert Hidayetoğlu, Elliott Slaughter +2 more
2025arXiv.org2 citations
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Arctic Inference with Shift Parallelism: Fast and Efficient Open Source Inference System for Enterprise AI
Samyam Rajbhandari, Mert Hidayetoğlu, Aurick Qiao, Ye Wang +4 more
2025arXiv.org2 citations
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A Wideband 2-D Fast Multipole Algorithm With a Novel Diagonalization Form
Ling-Ling Meng, Mert Hidayetoğlu, Tian Xia, Wei E. I. Sha +2 more
2018IEEE Transactions on Antennas and Propagation2 citations Open access
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Seeing the invisible: Limited-view imaging with multiple-scattering reconstruction
Mert Hidayetoğlu, W. Hwu, W. Chew
2018United States National Committee of URSI National Radio Science Meeting2 citations
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On computational complexity of the multilevel fast multipole algorithm in various dimensions
Mert Hidayetoğlu, Cho-Chew Weng
20162016 IEEE International Symposium on Antennas and Propagation (APSURSI)2 citations
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Parallel out-of-core MLFMA on distributed-memory computer architectures
Mert Hidayetoğlu, L. Gurel
20152015 Computational Electromagnetics International Workshop (CEM)2 citations
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An MPIxOpenMP implementation of the hierarchical parallelization of MLFMA
Mert Hidayetoğlu, L. Gurel
20152015 Computational Electromagnetics International Workshop (CEM)2 citations
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PIGEON: Optimizing CUDA Code Generator for End-to-End Training and Inference of Relational Graph Neural Networks
Kun Wu, Mert Hidayetoğlu, Xiang Song, Sitao Huang +3 more
2023arXiv.org1 citations Open access
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Fast Numerical Integration Techniques for 2.5-Dimensional Inverse Problems
Mert Hidayetoğlu, M. Oelze, E. Kudeki, W. Chew
2022arXiv.org1 citations Open access
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Efficient Inference on GPUs for the Sparse Deep Neural Network Graph Challenge 2020
Mert Hidayetoğlu, Carl Pearson, Vikram Sharma Mailthody, E. Ebrahimi +3 more
2020arXiv.org1 citations
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Supercomputing for Full-Wave Tomographic Image Reconstruction in Near-Real Time
Mert Hidayetoğlu, W. Hwu, Cho-Chew Weng
20182018 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting1 citations
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Scaling Analysis of a Hierarchical Parallelization of Large Inverse Multiple-Scattering Solutions
Mert Hidayetoğlu, Carl Pearson, Izzat El Hajj, Cho-Chew Weng +2 more
20171 citations
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Full-wave and approximate solutions of large electromagnetic scattering problems
Mert Hidayetoğlu, L. Gurel
20152015 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting1 citations
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Accelerating hybrid integral-equation and physical-optics solutions with MLFMA
Mert Hidayetoğlu, L. Gurel
20151 citations
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Reducing MLFMA memory with out-of-core implementation and data-structure parallelization
Mert Hidayetoğlu, B. Karaosmanoğlu, L. Gurel
2013CEM'13 Computational Electromagnetics International Workshop1 citations Open access
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Comparative performance evaluation of multi-GPU MLFMA implementation for 2-D VIE problems
Carl Pearson, Mert Hidayetoğlu, Wei Ren, Cho-Chew Weng +1 more
20172017 Computing and Electromagnetics International Workshop (CEM)0 citations
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Reconstruction of sound speed distributions from pulse-echo data
Anthony Podkowa, Mert Hidayetoğlu, Chunxia Yang, M. Oelze +1 more
20160 citations
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Large-scale solutions of electromagnetics problems using the multilevel fast multipole algorithm and physical optics
Mert Hidayetoğlu
20150 citations
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