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Ariful Azad
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Critical assessment of automated flow cytometry data analysis techniques
N Aghaeepour, G Finak, F Consortium, D Consortium, H Hoos, ...
Nature Methods, 2013
6552013
Parallel Triangle Counting and Enumeration using Matrix Algebra
A Azad, A Buluš, J Gilbert
Workshop on Graph Algorithms Building Blocks (GABB), in conjunction with IPDPS, 2015
1662015
HipMCL: a high-performance parallel implementation of the Markov clustering algorithm for large-scale networks
A Azad, GA Pavlopoulos, CA Ouzounis, NC Kyrpides, A Buluš
Nucleic acids research 46 (6), e33-e33, 2018
1522018
Exploiting multiple levels of parallelism in sparse matrix-matrix multiplication
A Azad, G Ballard, A Buluc, J Demmel, L Grigori, O Schwartz, S Toledo, ...
SIAM Journal on Scientific Computing 38 (6), C624–C651, 2016
1262016
Integrated model, batch, and domain parallelism in training neural networks
A Gholami, A Azad, P Jin, K Keutzer, A Buluc
Proceedings of the 30th on Symposium on Parallelism in Algorithms andá…, 2018
107*2018
A work-efficient parallel sparse matrix-sparse vector multiplication algorithm
A Azad, A Buluc
Parallel & Distributed Processing Symposium (IPDPS), 2017
682017
Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication
P Koanantakool, A Azad, A Buluš, D Morozov, SY Oh, L Oliker, K Yelick
Parallel & Distributed Processing Symposium (IPDPS), 2016
672016
High-performance sparse matrix-matrix products on Intel KNL and multicore architectures
Y Nagasaka, S Matsuoka, A Azad, A Buluš
Workshop Proceedings of the 47th International Conference on Parallelá…, 2018
652018
Multithreaded Algorithms for Maximum Matching in Bipartite Graphs
A Azad, M Halappanavar, S Rajamanickam, EG Boman, A Khan, ...
Parallel & Distributed Processing Symposium (IPDPS), 860-872, 2012
462012
FastSV: A distributed-memory connected component algorithm with fast convergence
Y Zhang, A Azad, Z Hu
Proceedings of the 2020 SIAM Conference on Parallel Processing forá…, 2020
412020
Performance optimization, modeling and analysis of sparse matrix-matrix products on multi-core and many-core processors
Y Nagasaka, S Matsuoka, A Azad, A Buluš
Parallel Computing 90, 102545, 2019
412019
FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks
M Rahman, MH Sujon, A Azad
2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2021
402021
The Reverse Cuthill-McKee Algorithm in Distributed-Memory
A Azad, M Jacquelin, A Buluc, EG Ng
Parallel & Distributed Processing Symposium (IPDPS), 2017
362017
Computing Maximum Cardinality Matchings in Parallel on Bipartite Graphs via Tree-Grafting
A Azad, A Buluš, A Pothen
IEEE Transactions on Parallel and Distributed Systems (TPDS) 28 (1), 44--59, 2017
33*2017
Evaluation of graph analytics frameworks using the gap benchmark suite
A Azad, MM Aznaveh, S Beamer, MP Blanco, J Chen, L D'Alessandro, ...
2020 IEEE International Symposium on Workload Characterization (IISWC), 216-227, 2020
322020
Contrastive learning improves critical event prediction in COVID-19 patients
T Wanyan, H Honarvar, SK Jaladanki, C Zang, N Naik, S Somani, ...
Patterns 2 (12), 2021
312021
Unraveling the functional dark matter through global metagenomics
GA Pavlopoulos, FA Baltoumas, S Liu, O Selvitopi, AP Camargo, ...
Nature 622 (7983), 594-602, 2023
282023
LACC: A linear-algebraic algorithm for finding connected components in distributed memory
A Azad, A Buluš
2019 IEEE International Parallel and Distributed Processing Symposium (IPDPSá…, 2019
272019
Matching phosphorylation response patterns of antigen-receptor-stimulated T cells via flow cytometry
A Azad, S Pyne, A Pothen
BMC Bioinformatics 13 (Suppl 2), S10, 2012
272012
Combinatorial BLAS 2.0: Scaling combinatorial algorithms on distributed-memory systems
A Azad, O Selvitopi, MT Hussain, JR Gilbert, A Buluš
IEEE Transactions on Parallel and Distributed Systems 33 (4), 989-1001, 2021
262021
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