BibTeX Export of Author::Mazaheri

@INPROCEEDINGS{butler_ea_2024_SC,
     author = {Butler, Branden and Yu, Sixing and Mazaheri, Arya and Jannesari, Ali},
      month = nov,
      title = {PipeInfer: Accelerating LLM Inference using Asynchronous Pipelined Speculation},
  booktitle = {Proc. of the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), Atlanta, GA, USA},
       year = {2024},
      pages = {1--13},
       note = {(accepted)}
}

@INPROCEEDINGS{beringer_ea_ICPP_2024,
     author = {Beringer, Tim and Stock, Jakob and Mazaheri, Arya and Wolf, Felix},
      month = aug,
      title = {Dissecting Convolutional Neural Networks for Runtime and Scalability Prediction},
  booktitle = {Proc. of the 53st International Conference on Parallel Processing (ICPP), Gotland, Sweden},
       year = {2024},
      pages = {168--178},
  publisher = {ACM},
       isbn = {979-8-4007-1793-2},
        doi = {10.1145/3673038.3673107}
}

@INPROCEEDINGS{oezden_ea:2022:icpp,
     author = {{\"{O}}zden, Taylan and Beringer, Tim and Mazaheri, Arya and Fard, Hamid Mohammadi and Wolf, Felix},
   keywords = {adaptive job scheduling, batch systems, malleable workloads, resource management, simulations},
      month = aug,
      title = {ElastiSim: A Batch-System Simulator for Malleable Workloads},
  booktitle = {Proc. of the 51st International Conference on Parallel Processing (ICPP), Bordeaux, France},
       year = {2022},
      pages = {1--11},
  publisher = {ACM},
       isbn = {9781450397339},
        doi = {10.1145/3545008.3545046}
}

@INPROCEEDINGS{yu_ea:2022:icml,
     author = {Yu, Sixing and Mazaheri, Arya and Jannesari, Ali},
   keywords = {deep learning, network pruning, reinforcement learning},
      month = jul,
      title = {Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning},
  booktitle = {Proc. of the 39th International Conference on Machine Learning (ICML), Baltimore, Maryland, USA},
     series = {Proceedings of Machine Learning Research},
     volume = {162},
       year = {2022},
      pages = {25656--25667},
  publisher = {PMLR},
        url = {https://proceedings.mlr.press/v162/yu22e.html}
}

@PHDTHESIS{mazaheri:diss:2022,
    author = {Mazaheri, Arya},
     month = apr,
     title = {Performance engineering of data-intensive applications},
      type = {Dissertation},
      year = {2022},
    school = {Technische Universit{\"{a}}t Darmstadt},
   address = {Darmstadt, Germany},
       url = {https://tuprints.ulb.tu-darmstadt.de/21078/},
       doi = {10.26083/tuprints-00021078}
}

@INPROCEEDINGS{yu_ea:2021:iccv,
     author = {Yu, Sixing and Mazaheri, Arya and Jannesari, Ali},
   keywords = {deep learning, network pruning, reinforcement learning},
      month = oct,
      title = {Auto Graph Encoder-Decoder for Neural Network Pruning},
  booktitle = {Proc. of the IEEE/CVF International Conference on Computer Vision (ICCV), Montreal, Canada},
       year = {2021},
      pages = {6362--6372},
  publisher = {IEEE/CVF},
        url = {https://openaccess.thecvf.com/content/ICCV2021/papers/Yu_Auto_Graph_Encoder-Decoder_for_Neural_Network_Pruning_ICCV_2021_paper.pdf}
}

@INPROCEEDINGS{haehnle_ea:2020:isola,
     author = {H{\"{a}}hnle, Reiner and Heydari Tabar, Asmae and Mazaheri, Arya and Norouzi, Mohammad and Steinh{\"{o}}fel, Dominic and Wolf, Felix},
     editor = {Margaria, Tiziana and Steffen, Bernhard},
      title = {Safer Parallelization},
  booktitle = {Proc. of the 9th International Symposium On Leveraging Applications of Formal Methods, Verification and Validation: Engineering Principles. ISoLA 2020, Rhodes, Greece},
     series = {Lecture Notes in Computer Science},
     volume = {1477},
       year = {2020},
      pages = {117--137},
  publisher = {Springer},
       issn = {978-3-030-61470-6},
        doi = {10.1007/978-3-030-61470-6_8}
}

@INPROCEEDINGS{schrammel_ea:euro-par:2020,
     author = {Schrammel, Fabian and Renk, Florian and Mazaheri, Arya and Wolf, Felix},
      month = aug,
      title = {Efficient Ephemeris Models for Spacecraft Trajectory Simulations on {GPU}s},
  booktitle = {Proc. of the 26th Euro-Par Conference, Warsaw, Poland},
     series = {Lecture Notes in Computer Science},
     volume = {12247},
       year = {2020},
      pages = {561--577},
  publisher = {Springer},
       isbn = {978-3-030-57674-5},
        doi = {10.1007/978-3-030-57675-2_35}
}

@INPROCEEDINGS{mazaheri_ea:2020:eurosys,
     author = {Mazaheri, Arya and Beringer, Tim and Moskewicz, Matthew and Wolf, Felix and Jannesari, Ali},
   keywords = {deep learning, meta-programming, symbolic computation, winograd convolution},
      month = apr,
      title = {Accelerating {W}inograd Convolutions using Symbolic Computation and Meta-programming},
  booktitle = {Proc. of the 15th EuroSys Conference, Heraklion, Crete, Greece},
     number = {40},
       year = {2020},
      pages = {1--14},
  publisher = {ACM},
       isbn = {978-1-45036-882-7},
        doi = {10.1145/3342195.3387549}
}

@INPROCEEDINGS{mazaheri_ea:euro-par:2019,
     author = {Mazaheri, Arya and Schulte, Johannes and Moskewicz, Matthew and Wolf, Felix and Jannesari, Ali},
      month = aug,
      title = {Enhancing the Programmability and Performance Portability of {GPU} Tensor Operations},
  booktitle = {Proc. of the 25th Euro-Par Conference, G{\"{o}}ttingen, Germany},
     series = {Lecture Notes in Computer Science},
     volume = {11725},
       year = {2019},
      pages = {213--226},
  publisher = {Springer},
       note = {(best paper award)},
       isbn = {978-3-030-29399-4},
        doi = {10.1007/978-3-030-29400-7_16}
}

@INPROCEEDINGS{mazaheri2018unveiling,
        author = {Mazaheri, Arya and Wolf, Felix and Jannesari, Ali},
         month = aug,
         title = {Unveiling Thread Communication Bottlenecks Using Hardware-Independent Metrics},
     booktitle = {Proc. of the 47th International Conference on Parallel Processing (ICPP), Eugene, OR, USA},
          year = {2018},
         pages = {6:1--6:10},
  organization = {ACM},
          isbn = {978-1-4503-6510-9},
           doi = {10.1145/3225058.3225142}
}

@INPROCEEDINGS{Mazaheri_et_al:2015:Comm_pattern_ICPP,
     author = {Mazaheri, Arya and Jannesari, Ali and Mirzaei, Abdolreza and Wolf, Felix},
      month = sep,
      title = {Characterizing Loop-Level Communication Patterns in Shared Memory Applications},
  booktitle = {Proc. of the 44th International Conference on Parallel Processing (ICPP), Beijing, China},
       year = {2015},
      pages = {759--768},
       issn = {0190-3918},
        doi = {10.1109/ICPP.2015.85}
}