A. Azad

Most-cited papers

Parallel Triangle Counting and Enumeration Using Matrix Algebra
A. Azad, Aydın Buluç, J. Gilbert
20152015 IEEE International Parallel and Distributed Processing Symposium Workshop165 citations
Semantic Scholar
HipMCL: a high-performance parallel implementation of the Markov clustering algorithm for large-scale networks
A. Azad, G. Pavlopoulos, C. Ouzounis, N. Kyrpides +1 more
2018Nucleic Acids Research142 citations Open access
Semantic Scholar
Exploiting Multiple Levels of Parallelism in Sparse Matrix-Matrix Multiplication
A. Azad, Grey Ballard, Aydın Buluç, J. Demmel +4 more
2015SIAM Journal on Scientific Computing115 citations Open access
Semantic Scholar
Integrated Model, Batch, and Domain Parallelism in Training Neural Networks
A. Gholami, A. Azad, Peter H. Jin, K. Keutzer +1 more
2017ACM Symposium on Parallelism in Algorithms and Architectures88 citations Open access
Semantic Scholar
FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks
Md. Khaledur Rahman, Majedul Haque Sujon, A. Azad
2020IEEE International Parallel and Distributed Processing Symposium75 citations Open access
Semantic Scholar
Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication
Penporn Koanantakool, A. Azad, Aydın Buluç, D. Morozov +3 more
2016IEEE International Parallel and Distributed Processing Symposium66 citations Open access
Semantic Scholar
A Work-Efficient Parallel Sparse Matrix-Sparse Vector Multiplication Algorithm
A. Azad, Aydın Buluç
2016IEEE International Parallel and Distributed Processing Symposium62 citations Open access
Semantic Scholar
High-Performance Sparse Matrix-Matrix Products on Intel KNL and Multicore Architectures
Yusuke Nagasaka, S. Matsuoka, A. Azad, Aydın Buluç
2018ICPP Workshops57 citations Open access
Semantic Scholar
Performance optimization, modeling and analysis of sparse matrix-matrix products on multi-core and many-core processors
Yusuke Nagasaka, S. Matsuoka, A. Azad, Aydın Buluç
2019Parallel Computing49 citations Open access
Semantic Scholar
flowVS: channel-specific variance stabilization in flow cytometry
A. Azad, Bartek Rajwa, A. Pothen
2016BMC Bioinformatics38 citations Open access
Semantic Scholar
The Reverse Cuthill-McKee Algorithm in Distributed-Memory
A. Azad, M. Jacquelin, Aydın Buluç, E. Ng
2016IEEE International Parallel and Distributed Processing Symposium38 citations Open access
Semantic Scholar
Multithreaded Algorithms for Maximum Matching in Bipartite Graphs
A. Azad, M. Halappanavar, S. Rajamanickam, E. Boman +2 more
2012IEEE International Parallel and Distributed Processing Symposium38 citations
Semantic Scholar
Contrastive learning improves critical event prediction in COVID-19 patients
Tingyi Wanyan, Hossein Honarvar, S. Jaladanki, Cheng-Xi Zang +14 more
2021Patterns37 citations Open access
Semantic Scholar
Combinatorial BLAS 2.0: Scaling Combinatorial Algorithms on Distributed-Memory Systems
A. Azad, Oguz Selvitopi, Md Taufique Hussain, J. Gilbert +1 more
2021IEEE Transactions on Parallel and Distributed Systems36 citations Open access
Semantic Scholar
FastSV: A Distributed-Memory Connected Component Algorithm with Fast Convergence
Yongzhe Zhang, A. Azad, Zhen-Jiang Hu
2019PP34 citations Open access
Semantic Scholar
Bandwidth Optimized Parallel Algorithms for Sparse Matrix-Matrix Multiplication using Propagation Blocking
Zhixiang Gu, J. Moreira, D. Edelsohn, A. Azad
2020ACM Symposium on Parallelism in Algorithms and Architectures33 citations Open access
Semantic Scholar
Distributed Many-to-Many Protein Sequence Alignment using Sparse Matrices
Oguz Selvitopi, S. Ekanayake, Giulia Guidi, G. Pavlopoulos +2 more
2020International Conference for High Performance Computing, Networking, Storage and Analysis30 citations Open access
Semantic Scholar
Evaluation of Graph Analytics Frameworks Using the GAP Benchmark Suite
A. Azad, M. Aznaveh, S. Beamer, M. Blanco +21 more
2020IEEE International Symposium on Workload Characterization30 citations Open access
Semantic Scholar
Optimizing High Performance Markov Clustering for Pre-Exascale Architectures
Oguz Selvitopi, Md Taufique Hussain, A. Azad, Aydın Buluç
2020IEEE International Parallel and Distributed Processing Symposium29 citations Open access
Semantic Scholar
Deep Learning with Heterogeneous Graph Embeddings for Mortality Prediction from Electronic Health Records
Tingyi Wanyan, Hossein Honarvar, A. Azad, Ying Ding +1 more
2020Data Intelligence28 citations Open access
Semantic Scholar
Force2Vec: Parallel force-directed graph embedding
Md. Khaledur Rahman, Majedul Haque Sujon, A. Azad
2020Industrial Conference on Data Mining24 citations Open access
Semantic Scholar
Computing Maximum Cardinality Matchings in Parallel on Bipartite Graphs via Tree-Grafting
A. Azad, Aydın Buluç, A. Pothen
2017IEEE Transactions on Parallel and Distributed Systems24 citations
Semantic Scholar
Distributed-Memory Algorithms for Maximum Cardinality Matching in Bipartite Graphs
A. Azad, Aydın Buluç
2016IEEE International Parallel and Distributed Processing Symposium23 citations
Semantic Scholar
Matching phosphorylation response patterns of antigen-receptor-stimulated T cells via flow cytometry
A. Azad, Saumyadipta Pyne, A. Pothen
2012BMC Bioinformatics23 citations Open access
Semantic Scholar
LACC: A Linear-Algebraic Algorithm for Finding Connected Components in Distributed Memory
A. Azad, Aydın Buluç
2019IEEE International Parallel and Distributed Processing Symposium22 citations
Semantic Scholar
Inductive predictions of hydrologic events using a Long Short-Term Memory network and the Soil and Water Assessment Tool
Nicholas Majeske, Xuesong Zhang, McKailey Sabaj, Lei Gong +2 more
2022Environmental Modelling & Software21 citations Open access
Semantic Scholar
Parallel algorithms for finding connected components using linear algebra
Yongzhe Zhang, A. Azad, Aydın Buluç
2020J. Parallel Distributed Comput.21 citations Open access
Semantic Scholar
A Distributed-Memory Algorithm for Computing a Heavy-Weight Perfect Matching on Bipartite Graphs
A. Azad, Aydın Buluç, X. Li, Xinliang Wang +1 more
2020SIAM Journal on Scientific Computing21 citations Open access
Semantic Scholar
Identifying Rare Cell Populations in Comparative Flow Cytometry
A. Azad, J. Langguth, Youhan Fang, Yuan Qi +1 more
2010Workshop on Algorithms in Bioinformatics21 citations
Semantic Scholar
The parallelism motifs of genomic data analysis
K. Yelick, Aydın Buluç, M. Awan, A. Azad +10 more
2020Philosophical Transactions of the Royal Society A20 citations Open access
Semantic Scholar
Communication-Avoiding and Memory-Constrained Sparse Matrix-Matrix Multiplication at Extreme Scale
Md Taufique Hussain, Oguz Selvitopi, Aydın Buluç, A. Azad
2020IEEE International Parallel and Distributed Processing Symposium19 citations Open access
Semantic Scholar
Using convolutional neural networks for tick image recognition – a preliminary exploration
Oghenekaro Omodior, Mohammad R. Saeedpour-Parizi, Md. Khaledur Rahman, A. Azad +1 more
2021Experimental & applied acarology18 citations
Semantic Scholar
EXAGRAPH: Graph and combinatorial methods for enabling exascale applications
Seher Acer, A. Azad, E. Boman, Aydın Buluç +13 more
2021The international journal of high performance computing applications17 citations Open access
Semantic Scholar
BatchLayout: A Batch-Parallel Force-Directed Graph Layout Algorithm in Shared Memory
Md. Khaledur Rahman, Majedul Haque Sujon, A. Azad
2020IEEE Pacific Visualization Symposium16 citations Open access
Semantic Scholar
A Parallel Tree Grafting Algorithm for Maximum Cardinality Matching in Bipartite Graphs
A. Azad, Aydın Buluç, A. Pothen
2015IEEE International Parallel and Distributed Processing Symposium16 citations
Semantic Scholar
Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit
Tingyi Wanyan, Akhil Vaid, J. D. De Freitas, Sulaiman S. Somani +5 more
2020IEEE Transactions on Big Data15 citations Open access
Semantic Scholar
Immunophenotype Discovery, Hierarchical Organization, and Template-Based Classification of Flow Cytometry Samples
A. Azad, Bartek Rajwa, A. Pothen
2016Frontiers in Oncology15 citations Open access
Semantic Scholar
On parallel push-relabel based algorithms for bipartite maximum matching
J. Langguth, A. Azad, M. Halappanavar, F. Manne
2014Parallel Computing15 citations
Semantic Scholar
Bootstrapping Your Own Positive Sample: Contrastive Learning With Electronic Health Record Data
Tingyi Wanyan, Jing Zhang, Ying Ding, A. Azad +2 more
2021arXiv.org13 citations
Semantic Scholar
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation
Penporn Koanantakool, Alnur Ali, A. Azad, Aydın Buluç +4 more
2017International Conference on Artificial Intelligence and Statistics12 citations
Semantic Scholar
Integrated Model and Data Parallelism in Training Neural Networks
A. Gholami, A. Azad, K. Keutzer, Aydın Buluç
2017arXiv.org12 citations
Semantic Scholar
Extreme-Scale Many-against-Many Protein Similarity Search
Oguz Selvitopi, S. Ekanayake, Giulia Guidi, M. Awan +6 more
2022International Conference for High Performance Computing, Networking, Storage and Analysis11 citations Open access
Semantic Scholar
JGCL: Joint Self-Supervised and Supervised Graph Contrastive Learning
Selahattin Akkas, A. Azad
2022The Web Conference10 citations Open access
Semantic Scholar
Target position and avoidance margin effects on path planning in obstacle avoidance
Mohammad R. Saeedpour-Parizi, Shirin E. Hassan, A. Azad, K. J. Baute +2 more
2021Scientific Reports10 citations Open access
Semantic Scholar
Triple Sparsification of Graph Convolutional Networks without Sacrificing the Accuracy
Md. Khaledur Rahman, A. Azad
2022arXiv.org9 citations Open access
Semantic Scholar
Scalable force-directed graph representation learning and visualization
Md. Khaledur Rahman, Majedul Haque Sujon, A. Azad
2022Knowledge and Information Systems9 citations
Semantic Scholar
Title of the Report: Classifying Immunophenotypes with Templates from Flow Cytometry
A. Azad, Arif M. Khan, Bartek Rajwa, Saumyadipta Pyne +2 more
9 citations
Semantic Scholar
Heterogenous Graph Embeddings of Electronic Health Records Improve Critical Care Disease Predictions
Tingyi Wanyan, Martin Kang, Marcus A. Badgeley, Kipp W. Johnson +11 more
20208 citations
Semantic Scholar
Codesign Lessons Learned from Implementing Graph Matching on Multithreaded Architectures
M. Halappanavar, A. Pothen, A. Azad, F. Manne +2 more
2015Computer8 citations
Semantic Scholar
Immunophenotypes of Acute Myeloid Leukemia From Flow Cytometry Data Using Templates
A. Azad, Bartek Rajwa, A. Pothen
2014arXiv.org8 citations
Semantic Scholar