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Israt Nisa
Israt Nisa
AWS AI, Berkeley Lab, The Ohio State University
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
Adaptive sparse tiling for sparse matrix multiplication
C Hong, A Sukumaran-Rajam, I Nisa, K Singh, P Sadayappan
Proceedings of the 24th Symposium on Principles and Practice of Parallel …, 2019
1342019
Efficient sparse-matrix multi-vector product on GPUs
C Hong, A Sukumaran-Rajam, B Bandyopadhyay, J Kim, SE Kurt, I Nisa, ...
Proceedings of the 27th International Symposium on High-Performance Parallel …, 2018
75*2018
Tgl: A general framework for temporal gnn training on billion-scale graphs
H Zhou, D Zheng, I Nisa, V Ioannidis, X Song, G Karypis
arXiv preprint arXiv:2203.14883, 2022
572022
Load-balanced sparse mttkrp on gpus
I Nisa, J Li, A Sukumaran-Rajam, R Vuduc, P Sadayappan
2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2019
462019
Effective machine learning based format selection and performance modeling for SpMV on GPUs
I Nisa, C Siegel, AS Rajam, A Vishnu, P Sadayappan
2018 IEEE International Parallel and Distributed Processing Symposium …, 2018
402018
Sampled dense matrix multiplication for high-performance machine learning
I Nisa, A Sukumaran-Rajam, SE Kurt, C Hong, P Sadayappan
2018 IEEE 25th International Conference on High Performance Computing (HiPC …, 2018
362018
An efficient mixed-mode representation of sparse tensors
I Nisa, J Li, A Sukumaran-Rajam, PS Rawat, S Krishnamoorthy, ...
Proceedings of the International Conference for High Performance Computing …, 2019
342019
Parallel ccd++ on gpu for matrix factorization
I Nisa, A Sukumaran-Rajam, R Kunchum, P Sadayappan
Proceedings of the General Purpose GPUs, 73-83, 2017
252017
On improving performance of sparse matrix-matrix multiplication on gpus
R Kunchum, A Chaudhry, A Sukumaran-Rajam, Q Niu, I Nisa, ...
Proceedings of the International Conference on Supercomputing, 1-11, 2017
232017
Distributed-memory parallel algorithms for sparse times tall-skinny-dense matrix multiplication
O Selvitopi, B Brock, I Nisa, A Tripathy, K Yelick, A Buluç
Proceedings of the ACM International Conference on Supercomputing, 431-442, 2021
132021
Distributed-Memory k-mer Counting on GPUs
I Nisa, P Pandey, M Ellis, L Oliker, A Buluç, K Yelick
2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2021
62021
Parallel algorithms for masked sparse matrix-matrix products
S Milaković, O Selvitopi, I Nisa, Z Budimlić, A Buluç
Proceedings of the 51st International Conference on Parallel Processing, 1-11, 2022
52022
Nimble gnn embedding with tensor-train decomposition
C Yin, D Zheng, I Nisa, C Faloutsos, G Karypis, R Vuduc
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
52022
Parallel latent dirichlet allocation on gpus
GE Moon, I Nisa, A Sukumaran-Rajam, B Bandyopadhyay, ...
Computational Science–ICCS 2018: 18th International Conference, Wuxi, China …, 2018
32018
Optimizing irregular dense operators of heterogeneous GNN models on GPU
I Nisa, M Wang, D Zheng, Q Fu, Ü Çatalyürek, G Karypis
2023 IEEE International Parallel and Distributed Processing Symposium …, 2023
12023
Pigeon: Optimizing cuda code generator for end-to-end training and inference of relational graph neural networks
K Wu, M Hidayetoğlu, X Song, S Huang, D Zheng, I Nisa, W Hwu
arXiv preprint arXiv:2301.06284, 2023
12023
GraphStorm an Easy-to-use and Scalable Graph Neural Network Framework: From Beginners to Heroes
J Zhang, D Zheng, X Song, T Vasiloudis, I Nisa, J Lu
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
2023
TGL: A general framework for temporal GNN training on billion-scale graphs
D Zheng, I Nisa, VN Ioannidis, X Song, G Karypis
2022
Surgical instrument sleeve system
MM Jamil, I Nisa
US Patent App. 16/878,684, 2020
2020
Architecture-aware Algorithm Design of Sparse Tensor/Matrix Primitives for GPUs
IJ Nisa
The Ohio State University, 2019
2019
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Articles 1–20