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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
5692013
Parallel Triangle Counting and Enumeration using Matrix Algebra
A Azad, A BuluÁ, J Gilbert
Workshop on Graph Algorithms Building Blocks (GABB), in conjunction with IPDPS, 2015
1272015
HipMCL: a high-performance parallel implementation of the Markov clustering algorithm for large-scale networks
A Azad, GA Pavlopoulos, CA Ouzounis, NC Kyrpides, A BuluÁ
Nucleic acids research 46 (6), e33-e33, 2018
902018
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
902016
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 and†…, 2018
82*2018
A work-efficient parallel sparse matrix-sparse vector multiplication algorithm
A Azad, A Buluc
Parallel & Distributed Processing Symposium (IPDPS), 2017
472017
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
High-performance sparse matrix-matrix products on Intel KNL and multicore architectures
Y Nagasaka, S Matsuoka, A Azad, A BuluÁ
Proceedings of the 47th International Conference on Parallel Processing†…, 2018
422018
Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication
P Koanantakool, A Azad, A BuluÁ, D Morozov, SY Oh, L Oliker, K Yelick
Parallel & Distributed Processing Symposium (IPDPS), 2016
412016
Computing Maximum Cardinality Matchings in Parallel on Bipartite Graphs via Tree-Grafting
A Azad, A BuluÁ, A Pothen
IEEE Transactions on Parallel and Distributed Systems (TPDS) 28 (1), 44--59, 2017
29*2017
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
262012
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 for†…, 2020
232020
Identifying rare cell populations in comparative flow cytometry
A Azad, J Langguth, Y Fang, A Qi, A Pothen
International Workshop on Algorithms in Bioinformatics, 162-175, 2010
232010
Performance optimization, modeling and analysis of sparse matrix-matrix products on multi-core and many-core processors
Y Nagasaka, S Matsuoka, A Azad, A BuluÁ
Parallel Computing 90, 102545, 2019
212019
The Reverse Cuthill-McKee Algorithm in Distributed-Memory
A Azad, M Jacquelin, A Buluc, EG Ng
Parallel & Distributed Processing Symposium (IPDPS), 2017
212017
Distributed-Memory Algorithms for Maximum Cardinality Matching in Bipartite Graphs
A Azad, A BuluÁ
Parallel & Distributed Processing Symposium (IPDPS), 2016
212016
Immunophenotype Discovery, Hierarchical Organization, and Template-based Classification of Flow Cytometry Samples
A Azad, A Pothen, B Rajwa
Frontiers in Oncology 6, 188, 2016
18*2016
Communication-avoiding optimization methods for distributed massive-scale sparse inverse covariance estimation
P Koanantakool, A Ali, A Azad, A Buluc, D Morozov, L Oliker, K Yelick, ...
International Conference on Artificial Intelligence and Statistics, 1376-1386, 2018
152018
On parallel push–relabel based algorithms for bipartite maximum matching
J Langguth, A Azad, M Halappanavar, F Manne
Parallel Computing 40 (7), 289-308, 2014
152014
Evaluation of graph analytics frameworks using the GAP benchmark suite
A Azad, MM Aznaveh, S Beamer, M Blanco, J Chen, L D'Alessandro, ...
2020 IEEE International Symposium on Workload Characterization (IISWC), 216-227, 2020
142020
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