16 Publications
2023
A Scalable Method for Readable Tree Layouts.
Gray, Kathryn⋅Gray, Kathryn⋅Gray, Kathryn⋅Li, Mingwei⋅Li, Mingwei⋅Li, Mingwei⋅Ahmed, Reyan⋅Ahmed, Reyan⋅Ahmed, Reyan⋅Rahman, Md Khaledur⋅Rahman, Md Khaledur⋅Rahman, Md Khaledur⋅Azad, Ariful⋅Azad, Ariful⋅Azad, Ariful⋅Kobourov, Stephen⋅Kobourov, Stephen⋅Kobourov, Stephen⋅Borner, Katy⋅Borner, Katy and Borner, Katy
IEEE transactions on visualization and computer graphics, vol. PP, May 9, 2023. | Journal Article
2022
Inductive predictions of hydrologic events using a Long Short-Term Memory network and the Soil and Water Assessment Tool
Majeske, Nicholas⋅Majeske, Nicholas⋅Zhang, Xuesong⋅Zhang, Xuesong⋅Sabaj, McKailey⋅Sabaj, McKailey⋅Gong, Lei⋅Gong, Lei⋅Zhu, Chen⋅Zhu, Chen⋅Azad, Ariful and Azad, Ariful
Environmental Modelling & Software, vol. 152, Jun 2022. | Journal Article
 
Supervised Pretraining through Contrastive Categorical Positive Samplings to Improve COVID-19 Mortality Prediction.
Wanyan, Tingyi⋅Wanyan, Tingyi⋅Lin, Mingquan⋅Lin, Mingquan⋅Klang, Eyal⋅Klang, Eyal⋅Menon, Kartikeya M⋅Menon, Kartikeya M⋅Gulamali, Faris F⋅Gulamali, Faris F⋅Azad, Ariful⋅Azad, Ariful⋅Zhang, Yiye⋅Zhang, Yiye⋅Ding, Ying⋅Ding, Ying⋅Wang, Zhangyang⋅Wang, Zhangyang⋅Wang, Fei⋅Wang, Fei⋅Glicksberg, Benjamin⋅Glicksberg, Benjamin⋅Peng, Yifan and Peng, Yifan
ACM-BCB ... ... : the ... ACM Conference on Bioinformatics, Computational Biology and Biomedicine. ACM Conference on Bioinformatics, Computational Biology and Biomedicine, vol. 2022, August 2022. | Journal Article
2021
Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients.
Wanyan, Tingyi⋅Wanyan, Tingyi⋅Honarvar, Hossein⋅Honarvar, Hossein⋅Jaladanki, Suraj K⋅Jaladanki, Suraj K⋅Zang, Chengxi⋅Zang, Chengxi⋅Naik, Nidhi⋅Naik, Nidhi⋅Somani, Sulaiman⋅Somani, Sulaiman⋅De Freitas, Jessica K⋅De Freitas, Jessica K⋅Paranjpe, Ishan⋅Paranjpe, Ishan⋅Vaid, Akhil⋅Vaid, Akhil⋅Zhang, Jing⋅Zhang, Jing⋅Miotto, Riccardo⋅Miotto, Riccardo⋅Wang, Zhangyang⋅Wang, Zhangyang⋅Nadkarni, Girish N⋅Nadkarni, Girish N⋅Zitnik, Marinka⋅Zitnik, Marinka⋅Azad, Ariful⋅Azad, Ariful⋅Wang, Fei⋅Wang, Fei⋅Ding, Ying⋅Ding, Ying⋅Glicksberg, Benjamin S and Glicksberg, Benjamin S
Patterns (New York, N.Y.), pp. 100389, October 25, 2021. | Journal Article
 
Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit.
Wanyan, Tingyi⋅Vaid, Akhil⋅De Freitas, Jessica K⋅Somani, Sulaiman⋅Miotto, Riccardo⋅Nadkarni, Girish N⋅Azad, Ariful⋅Ding, Ying and Glicksberg, Benjamin S
IEEE transactions on big data, vol. 7, (no. 1), pp. 38-44, March 2021. | Journal Article
2020
Attribute2vec: Deep Network Embedding Through Multi-Filtering GCN
Wanyan, Tingyi⋅Zhang, Chenwei⋅Azad, Ariful⋅Liang, Xiaomin⋅Li, Daifeng and Ding, Ying
2020-04-03. | Journal Article
 
Bandwidth-Optimized Parallel Algorithms for Sparse Matrix-Matrix Multiplication using Propagation Blocking
Gu, Zhixiang⋅Moreira, Jose⋅Edelsohn, David and Azad, Ariful
2020-02-25. | Journal Article
 
BatchLayout: A Batch-Parallel Force-Directed Graph Layout Algorithm in Shared Memory
Rahman, Md. Khaledur⋅Sujon, Majedul Haque and Azad, Ariful
2020-02-11. | Journal Article
 
Optimizing High Performance Markov Clustering for Pre-Exascale Architectures
Selvitopi, Oguz⋅Hussain, Md Taufique⋅Azad, Ariful and Buluç, Aydın
2020-02-24. | Journal Article
 
Parallel algorithms for finding connected components using linear algebra
Zhang, Yongzhe⋅Azad, Ariful and Buluç, Aydın
Journal of Parallel and Distributed Computing, 2020-05-00. | Journal Article
 
The parallelism motifs of genomic data analysis
Yelick, Katherine⋅Yelick, Katherine⋅Yelick, Katherine⋅Buluç, Aydın⋅Buluç, Aydın⋅Buluç, Aydın⋅Awan, Muaaz⋅Awan, Muaaz⋅Awan, Muaaz⋅Azad, Ariful⋅Azad, Ariful⋅Azad, Ariful⋅Brock, Benjamin⋅Brock, Benjamin⋅Brock, Benjamin⋅Egan, Rob⋅Egan, Rob⋅Egan, Rob⋅Ekanayake, Saliya⋅Ekanayake, Saliya⋅Ekanayake, Saliya⋅Ellis, Marquita⋅Ellis, Marquita⋅Ellis, Marquita⋅Georganas, Evangelos⋅Georganas, Evangelos⋅Georganas, Evangelos⋅Guidi, Giulia⋅Guidi, Giulia⋅Guidi, Giulia⋅Hofmeyr, Steven⋅Hofmeyr, Steven⋅Hofmeyr, Steven⋅Selvitopi, Oguz⋅Selvitopi, Oguz⋅Selvitopi, Oguz⋅Teodoropol, Cristina⋅Teodoropol, Cristina⋅Teodoropol, Cristina⋅Oliker, Leonid⋅Oliker, Leonid and Oliker, Leonid
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, vol. 378, (no. 2166), pp. 20190394, 2020-Mar-06. | Journal Article
2018
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation
Koanantakool, Penporn⋅Ali, Alnur⋅Azad, Ariful⋅Buluç, Aydin⋅Morozov, Dmitriy⋅Oliker, Leonid⋅Yelick, Katherine and Oh, Sang-Yun
2018-01-01. | Journal Article
2017
The Reverse Cuthill-McKee Algorithm in Distributed-Memory
Azad, Ariful⋅Jacquelin, Mathias⋅Buluc, Aydin and Ng, Esmond G
2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 31, 2017-May. | Journal Article
2016
flowVS: channel-specific variance stabilization in flow cytometry
Azad, A.⋅Azad, Ariful⋅Rajwa, B.⋅Pothen, Alex⋅Rajwa, Bartek⋅Pothen, Alex and Pothen, A.
BMC bioinformatics, vol. 17, (no. 1), pp. 291, 2016-Jul-28. | Journal Article
 
Immunophenotype Discovery, Hierarchical Organization, and Template-Based Classification of Flow Cytometry Samples.
Azad, Ariful⋅Rajwa, Bartek and Pothen, Alex
Frontiers in oncology, vol. 6, pp. 188. | Journal Article
2012
Matching phosphorylation response patterns of antigen-receptor-stimulated T cells via flow cytometry
Azad, Md Ariful⋅Pyne, Saumyadipta and Pothen, Alex
BMC Bioinformatics, vol. 13, (no. Suppl 2), pp. S10, 2012. | Journal Article