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 | 75 | 2019 |

Register optimizations for stencils on GPUs PS Rawat, F Rastello, A Sukumaran-Rajam, LN Pouchet, A Rountev, ... Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of …, 2018 | 49 | 2018 |

A code generator for high-performance tensor contractions on GPUs J Kim, A Sukumaran-Rajam, V Thumma, S Krishnamoorthy, A Panyala, ... Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation …, 2019 | 41 | 2019 |

Domain-specific optimization and generation of high-performance GPU code for stencil computations PS Rawat, M Vaidya, A Sukumaran-Rajam, M Ravishankar, V Grover, ... Proceedings of the IEEE 106 (11), 1902-1920, 2018 | 36 | 2018 |

Load-Balanced Sparse MTTKRP on GPUs I Nisa, J Li, A Sukumaran-Rajam, R Vuduc, P Sadayappan arXiv preprint arXiv:1904.03329, 2019 | 33 | 2019 |

MultiGraph: Efficient graph processing on GPUs C Hong, A Sukumaran-Rajam, J Kim, P Sadayappan 2017 26th International Conference on Parallel Architectures and Compilation …, 2017 | 32 | 2017 |

The polyhedral model of nonlinear loops A Sukumaran-Rajam, P Clauss ACM Transactions on Architecture and Code Optimization (TACO) 12 (4), 1-27, 2015 | 32 | 2015 |

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 | 30 | 2018 |

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 | 25 | 2018 |

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 | 23 | 2017 |

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 | 22 | 2018 |

Analytical cache modeling and tilesize optimization for tensor contractions R Li, A Sukumaran-Rajam, R Veras, TM Low, F Rastello, A Rountev, ... Proceedings of the International Conference for High Performance Computing …, 2019 | 20 | 2019 |

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 | 19 | 2019 |

Speculative program parallelization with scalable and decentralized runtime verification A Sukumaran-Rajam, JM Martinez Caamaño, W Wolff, A Jimborean, ... International Conference on Runtime Verification, 124-139, 2014 | 19 | 2014 |

Israt Nisa, Shivani Sabhlok, Ümit V. Çatalyürek, Srinivasan Parthasarathy, and P. Sadayappan. 2018. Efficient Sparse-matrix Multi-vector Product on GPUs C Hong, A Sukumaran-Rajam, B Bandyopadhyay, J Kim, SE Kurt Proceedings of the 27th International Symposium on High-Performance Parallel …, 2018 | 18 | 2018 |

APOLLO: Automatic speculative POLyhedral Loop Optimizer JMM Caamaño, A Sukumaran-Rajam, A Baloian, M Selva, P Clauss IMPACT 2017-7th International Workshop on Polyhedral Compilation Techniques, 8, 2017 | 17 | 2017 |

On Optimizing Complex Stencils on GPUs PS Rawat, M Vaidya, A Sukumaran-Rajam, A Rountev, LN Pouchet, ... | 17* | |

Analytical characterization and design space exploration for optimization of CNNs R Li, Y Xu, A Sukumaran-Rajam, A Rountev, P Sadayappan Proceedings of the 26th ACM International Conference on Architectural …, 2021 | 15 | 2021 |

Optimizing tensor contractions in ccsd (t) for efficient execution on gpus J Kim, A Sukumaran-Rajam, C Hong, A Panyala, RK Srivastava, ... Proceedings of the 2018 International Conference on Supercomputing, 96-106, 2018 | 14 | 2018 |

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, 14, 2017 | 13 | 2017 |