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 | 46 | 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 | 37 | 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 | 31 | 2019 |

The polyhedral model of nonlinear loops A Sukumaran-Rajam, P Clauss ACM Transactions on Architecture and Code Optimization (TACO) 12 (4), 1-27, 2015 | 30 | 2015 |

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 | 27 | 2018 |

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 | 25 | 2017 |

Load-Balanced Sparse MTTKRP on GPUs I Nisa, J Li, A Sukumaran-Rajam, R Vuduc, P Sadayappan arXiv preprint arXiv:1904.03329, 2019 | 22 | 2019 |

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 | 22 | 2017 |

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 | 20 | 2018 |

Speculative program parallelization with scalable and decentralized runtime verification A Sukumaran-Rajam, JMM Caamaño, W Wolff, A Jimborean, P Clauss International Conference on Runtime Verification, 124-139, 2014 | 18 | 2014 |

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 | 16 | 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 | 15 | 2018 |

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 …, 0 | 14 | |

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 | 13 | 2017 |

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 | 12 | 2019 |

Beyond the realm of the polyhedral model: combining speculative program parallelization with polyhedral compilation AS Rajam Université de Strasbourg, 2015 | 12* | 2015 |

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 | 11 | 2019 |

Online dynamic dependence analysis for speculative polyhedral parallelization A Jimborean, P Clauss, JM Martinez, A Sukumaran-Rajam European Conference on Parallel Processing, 191-202, 2013 | 11 | 2013 |

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 | 10 | 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 | 10 | 2017 |