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ORCIDBibTeX records: William S. Moses
@inproceedings{DBLP:conf/cgo/IvanovZDEM24,
author = {Ivan R. Ivanov and
Oleksandr Zinenko and
Jens Domke and
Toshio Endo and
William S. Moses},
editor = {Tobias Grosser and
Christophe Dubach and
Michel Steuwer and
Jingling Xue and
Guilherme Ottoni and
ernando Magno Quint{\~{a}}o Pereira},
title = {Retargeting and Respecializing {GPU} Workloads for Performance Portability},
booktitle = {{IEEE/ACM} International Symposium on Code Generation and Optimization,
{CGO} 2024, Edinburgh, United Kingdom, March 2-6, 2024},
pages = {119--132},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CGO57630.2024.10444828},
doi = {10.1109/CGO57630.2024.10444828},
timestamp = {Mon, 11 Mar 2024 13:45:28 +0100},
biburl = {https://dblp.org/rec/conf/cgo/IvanovZDEM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/SchanenNWCMP23,
author = {Michel Schanen and
Sri Hari Krishna Narayanan and
Sarah Williamson and
Valentin Churavy and
William S. Moses and
Ludger Paehler},
editor = {Jir{\'{\i}} Mikyska and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Transparent Checkpointing for Automatic Differentiation of Program
Loops Through Expression Transformations},
booktitle = {Computational Science - {ICCS} 2023 - 23rd International Conference,
Prague, Czech Republic, July 3-5, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14075},
pages = {483--497},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-36024-4\_37},
doi = {10.1007/978-3-031-36024-4\_37},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/SchanenNWCMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/MosesIDEDZ23,
author = {William S. Moses and
Ivan R. Ivanov and
Jens Domke and
Toshio Endo and
Johannes Doerfert and
Oleksandr Zinenko},
editor = {Maryam Mehri Dehnavi and
Milind Kulkarni and
Sriram Krishnamoorthy},
title = {High-Performance GPU-to-CPU Transpilation and Optimization via High-Level
Parallel Constructs},
booktitle = {Proceedings of the 28th {ACM} {SIGPLAN} Annual Symposium on Principles
and Practice of Parallel Programming, PPoPP 2023, Montreal, QC, Canada,
25 February 2023 - 1 March 2023},
pages = {119--134},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3572848.3577475},
doi = {10.1145/3572848.3577475},
timestamp = {Wed, 22 Feb 2023 11:36:02 +0100},
biburl = {https://dblp.org/rec/conf/ppopp/MosesIDEDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-07546,
author = {Jan H{\"{u}}ckelheim and
Harshitha Menon and
William S. Moses and
Bruce Christianson and
Paul D. Hovland and
Laurent Hasco{\"{e}}t},
title = {Understanding Automatic Differentiation Pitfalls},
journal = {CoRR},
volume = {abs/2305.07546},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.07546},
doi = {10.48550/ARXIV.2305.07546},
eprinttype = {arXiv},
eprint = {2305.07546},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-07546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15432,
author = {Aiden Grossman and
Ludger Paehler and
Konstantinos Parasyris and
Tal Ben{-}Nun and
Jacob Hegna and
William S. Moses and
Jose Manuel Monsalve Diaz and
Mircea Trofin and
Johannes Doerfert},
title = {ComPile: {A} Large {IR} Dataset from Production Sources},
journal = {CoRR},
volume = {abs/2309.15432},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15432},
doi = {10.48550/ARXIV.2309.15432},
eprinttype = {arXiv},
eprint = {2309.15432},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15505,
author = {Sukwoong Choi and
William S. Moses and
Neil Thompson},
title = {The Quantum Tortoise and the Classical Hare: {A} simple framework
for understanding which problems quantum computing will accelerate
(and which it will not)},
journal = {CoRR},
volume = {abs/2310.15505},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15505},
doi = {10.48550/ARXIV.2310.15505},
eprinttype = {arXiv},
eprint = {2310.15505},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/GuoM22,
author = {Zifan Carl Guo and
William S. Moses},
title = {Enabling Transformers to Understand Low-Level Programs},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2022,
Waltham, MA, USA, September 19-23, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPEC55821.2022.9926313},
doi = {10.1109/HPEC55821.2022.9926313},
timestamp = {Fri, 11 Nov 2022 16:53:15 +0100},
biburl = {https://dblp.org/rec/conf/hpec/GuoM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/MosesNPCSHDH22,
author = {William S. Moses and
Sri Hari Krishna Narayanan and
Ludger Paehler and
Valentin Churavy and
Michel Schanen and
Jan H{\"{u}}ckelheim and
Johannes Doerfert and
Paul D. Hovland},
editor = {Felix Wolf and
Sameer Shende and
Candace Culhane and
Sadaf R. Alam and
Heike Jagode},
title = {Scalable Automatic Differentiation of Multiple Parallel Paradigms
through Compiler Augmentation},
booktitle = {{SC22:} International Conference for High Performance Computing, Networking,
Storage and Analysis, Dallas, TX, USA, November 13-18, 2022},
pages = {60:1--60:18},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SC41404.2022.00065},
doi = {10.1109/SC41404.2022.00065},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/MosesNPCSHDH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01722,
author = {Jed Brown and
Valeria Barra and
Natalie Beams and
Leila Ghaffari and
Matthew G. Knepley and
William S. Moses and
Rezgar Shakeri and
Karen Stengel and
Jeremy L. Thompson and
Junchao Zhang},
title = {Performance Portable Solid Mechanics via Matrix-Free p-Multigrid},
journal = {CoRR},
volume = {abs/2204.01722},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.01722},
doi = {10.48550/ARXIV.2204.01722},
eprinttype = {arXiv},
eprint = {2204.01722},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-01722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-00257,
author = {William S. Moses and
Ivan R. Ivanov and
Jens Domke and
Toshio Endo and
Johannes Doerfert and
Oleksandr Zinenko},
title = {High-Performance GPU-to-CPU Transpilation and Optimization via High-Level
Parallel Constructs},
journal = {CoRR},
volume = {abs/2207.00257},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.00257},
doi = {10.48550/ARXIV.2207.00257},
eprinttype = {arXiv},
eprint = {2207.00257},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-00257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/MosesCZZ21,
author = {William S. Moses and
Lorenzo Chelini and
Ruizhe Zhao and
Oleksandr Zinenko},
editor = {Jaejin Lee and
Albert Cohen},
title = {Polygeist: Raising {C} to Polyhedral {MLIR}},
booktitle = {30th International Conference on Parallel Architectures and Compilation
Techniques, {PACT} 2021, Atlanta, GA, USA, September 26-29, 2021},
pages = {45--59},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/PACT52795.2021.00011},
doi = {10.1109/PACT52795.2021.00011},
timestamp = {Mon, 06 Nov 2023 15:27:23 +0100},
biburl = {https://dblp.org/rec/conf/IEEEpact/MosesCZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/MosesCPHNSD21,
author = {William S. Moses and
Valentin Churavy and
Ludger Paehler and
Jan H{\"{u}}ckelheim and
Sri Hari Krishna Narayanan and
Michel Schanen and
Johannes Doerfert},
editor = {Bronis R. de Supinski and
Mary W. Hall and
Todd Gamblin},
title = {Reverse-mode automatic differentiation and optimization of {GPU} kernels
via enzyme},
booktitle = {International Conference for High Performance Computing, Networking,
Storage and Analysis, {SC} 2021, St. Louis, Missouri, USA, November
14-19, 2021},
pages = {61},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3458817.3476165},
doi = {10.1145/3458817.3476165},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/MosesCPHNSD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taco/VasilacheZTGDMV20,
author = {Nicolas Vasilache and
Oleksandr Zinenko and
Theodoros Theodoridis and
Priya Goyal and
Zachary DeVito and
William S. Moses and
Sven Verdoolaege and
Andrew Adams and
Albert Cohen},
title = {The Next 700 Accelerated Layers: From Mathematical Expressions of
Network Computation Graphs to Accelerated {GPU} Kernels, Automatically},
journal = {{ACM} Trans. Archit. Code Optim.},
volume = {16},
number = {4},
pages = {38:1--38:26},
year = {2020},
url = {https://doi.org/10.1145/3355606},
doi = {10.1145/3355606},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taco/VasilacheZTGDMV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/Haj-AliHMXAWS20,
author = {Ameer Haj{-}Ali and
Qijing (Jenny) Huang and
William S. Moses and
John Xiang and
Krste Asanovic and
John Wawrzynek and
Ion Stoica},
editor = {Inderjit S. Dhillon and
Dimitris S. Papailiopoulos and
Vivienne Sze},
title = {AutoPhase: Juggling {HLS} Phase Orderings in Random Forests with Deep
Reinforcement Learning},
booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
TX, USA, March 2-4, 2020},
publisher = {mlsys.org},
year = {2020},
url = {https://proceedings.mlsys.org/book/292.pdf},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/Haj-AliHMXAWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MosesC20,
author = {William S. Moses and
Valentin Churavy},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Instead of Rewriting Foreign Code for Machine Learning, Automatically
Synthesize Fast Gradients},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/9332c513ef44b682e9347822c2e457ac-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MosesC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00671,
author = {Qijing Huang and
Ameer Haj{-}Ali and
William S. Moses and
John Xiang and
Ion Stoica and
Krste Asanovic and
John Wawrzynek},
title = {AutoPhase: Juggling {HLS} Phase Orderings in Random Forests with Deep
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2003.00671},
year = {2020},
url = {https://arxiv.org/abs/2003.00671},
eprinttype = {arXiv},
eprint = {2003.00671},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-13685,
author = {Ameer Haj{-}Ali and
Hasan Genc and
Qijing Huang and
William S. Moses and
John Wawrzynek and
Krste Asanovic and
Ion Stoica},
title = {ProTuner: Tuning Programs with Monte Carlo Tree Search},
journal = {CoRR},
volume = {abs/2005.13685},
year = {2020},
url = {https://arxiv.org/abs/2005.13685},
eprinttype = {arXiv},
eprint = {2005.13685},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-13685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01709,
author = {William S. Moses and
Valentin Churavy},
title = {Instead of Rewriting Foreign Code for Machine Learning, Automatically
Synthesize Fast Gradients},
journal = {CoRR},
volume = {abs/2010.01709},
year = {2020},
url = {https://arxiv.org/abs/2010.01709},
eprinttype = {arXiv},
eprint = {2010.01709},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/topc/SchardlML19,
author = {Tao B. Schardl and
William S. Moses and
Charles E. Leiserson},
title = {Tapir: Embedding Recursive Fork-join Parallelism into LLVM's Intermediate
Representation},
journal = {{ACM} Trans. Parallel Comput.},
volume = {6},
number = {4},
pages = {19:1--19:33},
year = {2019},
url = {https://doi.org/10.1145/3365655},
doi = {10.1145/3365655},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/topc/SchardlML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fccm/HuangHMXSAW19,
author = {Qijing Huang and
Ameer Haj{-}Ali and
William S. Moses and
John Xiang and
Ion Stoica and
Krste Asanovic and
John Wawrzynek},
title = {AutoPhase: Compiler Phase-Ordering for {HLS} with Deep Reinforcement
Learning},
booktitle = {27th {IEEE} Annual International Symposium on Field-Programmable Custom
Computing Machines, {FCCM} 2019, San Diego, CA, USA, April 28 - May
1, 2019},
pages = {308},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/FCCM.2019.00049},
doi = {10.1109/FCCM.2019.00049},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fccm/HuangHMXSAW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/XiaYMSD19,
author = {Yu Xia and
Xiangyao Yu and
William S. Moses and
Julian Shun and
Srinivas Devadas},
editor = {Quan Chen and
Zhiyi Huang and
Min Si},
title = {LiTM: {A} Lightweight Deterministic Software Transactional Memory
System},
booktitle = {Proceedings of the 10th International Workshop on Programming Models
and Applications for Multicores and Manycores, PMAM@PPoPP 2019, Washington,
DC, USA, February 17, 2019},
pages = {1--10},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3303084.3309487},
doi = {10.1145/3303084.3309487},
timestamp = {Sun, 12 Jun 2022 19:46:08 +0200},
biburl = {https://dblp.org/rec/conf/ppopp/XiaYMSD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04615,
author = {Ameer Haj Ali and
Qijing Huang and
William S. Moses and
John Xiang and
Ion Stoica and
Krste Asanovic and
John Wawrzynek},
title = {AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep
Reinforcement Learning},
journal = {CoRR},
volume = {abs/1901.04615},
year = {2019},
url = {http://arxiv.org/abs/1901.04615},
eprinttype = {arXiv},
eprint = {1901.04615},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-04615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05664,
author = {Yonadav Shavit and
William S. Moses},
title = {Extracting Incentives from Black-Box Decisions},
journal = {CoRR},
volume = {abs/1910.05664},
year = {2019},
url = {http://arxiv.org/abs/1910.05664},
eprinttype = {arXiv},
eprint = {1910.05664},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04730,
author = {Nicolas Vasilache and
Oleksandr Zinenko and
Theodoros Theodoridis and
Priya Goyal and
Zachary DeVito and
William S. Moses and
Sven Verdoolaege and
Andrew Adams and
Albert Cohen},
title = {Tensor Comprehensions: Framework-Agnostic High-Performance Machine
Learning Abstractions},
journal = {CoRR},
volume = {abs/1802.04730},
year = {2018},
url = {http://arxiv.org/abs/1802.04730},
eprinttype = {arXiv},
eprint = {1802.04730},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/SchardlML17,
author = {Tao B. Schardl and
William S. Moses and
Charles E. Leiserson},
editor = {Vivek Sarkar and
Lawrence Rauchwerger},
title = {Tapir: Embedding Fork-Join Parallelism into LLVM's Intermediate Representation},
booktitle = {Proceedings of the 22nd {ACM} {SIGPLAN} Symposium on Principles and
Practice of Parallel Programming, Austin, TX, USA, February 4-8, 2017},
pages = {249--265},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018743.3018758},
doi = {10.1145/3018743.3018758},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppopp/SchardlML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/StelleMOM17,
author = {George Stelle and
William S. Moses and
Stephen L. Olivier and
Patrick S. McCormick},
title = {OpenMPIR: Implementing OpenMP Tasks with Tapir},
booktitle = {Proceedings of the Fourth Workshop on the {LLVM} Compiler Infrastructure
in HPC, LLVM-HPC@SC 2017, Denver, CO, USA, November 13, 2017},
pages = {3:1--3:12},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3148173.3148186},
doi = {10.1145/3148173.3148186},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/StelleMOM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MosesD16,
author = {William S. Moses and
Erik D. Demaine},
title = {Computational Complexity of Arranging Music},
journal = {CoRR},
volume = {abs/1607.04220},
year = {2016},
url = {http://arxiv.org/abs/1607.04220},
eprinttype = {arXiv},
eprint = {1607.04220},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MosesD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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