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ORCIDBibTeX records: Azalia Mirhoseini
@article{DBLP:journals/corr/abs-2501-14723,
author = {Ryan Ehrlich and
Bradley C. A. Brown and
Jordan Juravsky and
Ronald Clark and
Christopher R{\'{e}} and
Azalia Mirhoseini},
title = {CodeMonkeys: Scaling Test-Time Compute for Software Engineering},
journal = {CoRR},
volume = {abs/2501.14723},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.14723},
doi = {10.48550/ARXIV.2501.14723},
eprinttype = {arXiv},
eprint = {2501.14723},
timestamp = {Fri, 28 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-14723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-10517,
author = {Anne Ouyang and
Simon Guo and
Simran Arora and
Alex L. Zhang and
William Hu and
Christopher R{\'{e}} and
Azalia Mirhoseini},
title = {KernelBench: Can LLMs Write Efficient {GPU} Kernels?},
journal = {CoRR},
volume = {abs/2502.10517},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.10517},
doi = {10.48550/ARXIV.2502.10517},
eprinttype = {arXiv},
eprint = {2502.10517},
timestamp = {Thu, 20 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-10517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-17578,
author = {Rylan Schaeffer and
Joshua Kazdan and
John Hughes and
Jordan Juravsky and
Sara Price and
Aengus Lynch and
Erik Jones and
Robert Kirk and
Azalia Mirhoseini and
Sanmi Koyejo},
title = {How Do Large Language Monkeys Get Their Power (Laws)?},
journal = {CoRR},
volume = {abs/2502.17578},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.17578},
doi = {10.48550/ARXIV.2502.17578},
eprinttype = {arXiv},
eprint = {2502.17578},
timestamp = {Fri, 21 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-17578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-23157,
author = {Mohammadreza Pourreza and
Shayan Talaei and
Ruoxi Sun and
Xingchen Wan and
Hailong Li and
Azalia Mirhoseini and
Amin Saberi and
Sercan {\"{O}}. Arik},
title = {Reasoning-SQL: Reinforcement Learning with {SQL} Tailored Partial
Rewards for Reasoning-Enhanced Text-to-SQL},
journal = {CoRR},
volume = {abs/2503.23157},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.23157},
doi = {10.48550/ARXIV.2503.23157},
eprinttype = {arXiv},
eprint = {2503.23157},
timestamp = {Tue, 17 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-23157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-04736,
author = {Anna Goldie and
Azalia Mirhoseini and
Hao Zhou and
Irene Cai and
Christopher D. Manning},
title = {Synthetic Data Generation {\&} Multi-Step {RL} for Reasoning {\&}
Tool Use},
journal = {CoRR},
volume = {abs/2504.04736},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.04736},
doi = {10.48550/ARXIV.2504.04736},
eprinttype = {arXiv},
eprint = {2504.04736},
timestamp = {Mon, 19 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-04736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-18116,
author = {Caia Costello and
Simon Guo and
Anna Goldie and
Azalia Mirhoseini},
title = {Think, Prune, Train, Improve: Scaling Reasoning without Scaling Models},
journal = {CoRR},
volume = {abs/2504.18116},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.18116},
doi = {10.48550/ARXIV.2504.18116},
eprinttype = {arXiv},
eprint = {2504.18116},
timestamp = {Fri, 23 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-18116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-05340,
author = {Keshigeyan Chandrasegaran and
Michael Poli and
Daniel Y. Fu and
Dongjun Kim and
Lea M. Hadzic and
Manling Li and
Agrim Gupta and
Stefano Massaroli and
Azalia Mirhoseini and
Juan Carlos Niebles and
Stefano Ermon and
Li Fei{-}Fei},
title = {Exploring Diffusion Transformer Designs via Grafting},
journal = {CoRR},
volume = {abs/2506.05340},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.05340},
doi = {10.48550/ARXIV.2506.05340},
eprinttype = {arXiv},
eprint = {2506.05340},
timestamp = {Mon, 07 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-05340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-05745,
author = {Emil Biju and
Shayan Talaei and
Zhemin Huang and
Mohammadreza Pourreza and
Azalia Mirhoseini and
Amin Saberi},
title = {{SPRINT:} Enabling Interleaved Planning and Parallelized Execution
in Reasoning Models},
journal = {CoRR},
volume = {abs/2506.05745},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.05745},
doi = {10.48550/ARXIV.2506.05745},
eprinttype = {arXiv},
eprint = {2506.05745},
timestamp = {Mon, 07 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-05745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-06266,
author = {Sabri Eyuboglu and
Ryan Ehrlich and
Simran Arora and
Neel Guha and
Dylan Zinsley and
Emily Liu and
Will Tennien and
Atri Rudra and
James Zou and
Azalia Mirhoseini and
Christopher R{\'{e}}},
title = {Cartridges: Lightweight and general-purpose long context representations
via self-study},
journal = {CoRR},
volume = {abs/2506.06266},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.06266},
doi = {10.48550/ARXIV.2506.06266},
eprinttype = {arXiv},
eprint = {2506.06266},
timestamp = {Mon, 07 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-06266.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-17811,
author = {Jacky Kwok and
Christopher Agia and
Rohan Sinha and
Matthew Foutter and
Shulu Li and
Ion Stoica and
Azalia Mirhoseini and
Marco Pavone},
title = {RoboMonkey: Scaling Test-Time Sampling and Verification for Vision-Language-Action
Models},
journal = {CoRR},
volume = {abs/2506.17811},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.17811},
doi = {10.48550/ARXIV.2506.17811},
eprinttype = {arXiv},
eprint = {2506.17811},
timestamp = {Fri, 11 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-17811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-18203,
author = {Jon Saad{-}Falcon and
Estefany Kelly Buchanan and
Mayee F. Chen and
Tzu{-}Heng Huang and
Brendan McLaughlin and
Tanvir Bhathal and
Shang Zhu and
Ben Athiwaratkun and
Frederic Sala and
Scott W. Linderman and
Azalia Mirhoseini and
Christopher R{\'{e}}},
title = {Shrinking the Generation-Verification Gap with Weak Verifiers},
journal = {CoRR},
volume = {abs/2506.18203},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.18203},
doi = {10.48550/ARXIV.2506.18203},
eprinttype = {arXiv},
eprint = {2506.18203},
timestamp = {Fri, 11 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-18203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05099,
author = {Jordan Juravsky and
Bradley C. A. Brown and
Ryan Ehrlich and
Daniel Y. Fu and
Christopher R{\'{e}} and
Azalia Mirhoseini},
title = {Hydragen: High-Throughput {LLM} Inference with Shared Prefixes},
journal = {CoRR},
volume = {abs/2402.05099},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05099},
doi = {10.48550/ARXIV.2402.05099},
eprinttype = {arXiv},
eprint = {2402.05099},
timestamp = {Wed, 26 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-08763,
author = {Je{-}Yong Lee and
Donghyun Lee and
Genghan Zhang and
Mo Tiwari and
Azalia Mirhoseini},
title = {{CATS:} Contextually-Aware Thresholding for Sparsity in Large Language
Models},
journal = {CoRR},
volume = {abs/2404.08763},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.08763},
doi = {10.48550/ARXIV.2404.08763},
eprinttype = {arXiv},
eprint = {2404.08763},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-08763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16755,
author = {Shayan Talaei and
Mohammadreza Pourreza and
Yu{-}Chen Chang and
Azalia Mirhoseini and
Amin Saberi},
title = {{CHESS:} Contextual Harnessing for Efficient {SQL} Synthesis},
journal = {CoRR},
volume = {abs/2405.16755},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16755},
doi = {10.48550/ARXIV.2405.16755},
eprinttype = {arXiv},
eprint = {2405.16755},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03372,
author = {Ali Momeni and
Babak Rahmani and
Benjamin Scellier and
Logan G. Wright and
Peter L. McMahon and
Clara C. Wanjura and
Yuhang Li and
Anas Skalli and
Natalia G. Berloff and
Tatsuhiro Onodera and
Ilker Oguz and
Francesco Morichetti and
Philipp del Hougne and
Manuel Le Gallo and
Abu Sebastian and
Azalia Mirhoseini and
Cheng Zhang and
Danijela Markovic and
Daniel Brunner and
Christophe Moser and
Sylvain Gigan and
Florian Marquardt and
Aydogan Ozcan and
Julie Grollier and
Andrea J. Liu and
Demetri Psaltis and
Andrea Al{\`{u}} and
Romain Fleury},
title = {Training of Physical Neural Networks},
journal = {CoRR},
volume = {abs/2406.03372},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03372},
doi = {10.48550/ARXIV.2406.03372},
eprinttype = {arXiv},
eprint = {2406.03372},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-21787,
author = {Bradley C. A. Brown and
Jordan Juravsky and
Ryan Ehrlich and
Ronald Clark and
Quoc V. Le and
Christopher R{\'{e}} and
Azalia Mirhoseini},
title = {Large Language Monkeys: Scaling Inference Compute with Repeated Sampling},
journal = {CoRR},
volume = {abs/2407.21787},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.21787},
doi = {10.48550/ARXIV.2407.21787},
eprinttype = {arXiv},
eprint = {2407.21787},
timestamp = {Wed, 26 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-21787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-15254,
author = {Jon Saad{-}Falcon and
Adrian Gamarra Lafuente and
Shlok Natarajan and
Nahum Maru and
Hristo Todorov and
Etash Kumar Guha and
Estefany Kelly Buchanan and
Mayee F. Chen and
Neel Guha and
Christopher R{\'{e}} and
Azalia Mirhoseini},
title = {Archon: An Architecture Search Framework for Inference-Time Techniques},
journal = {CoRR},
volume = {abs/2409.15254},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.15254},
doi = {10.48550/ARXIV.2409.15254},
eprinttype = {arXiv},
eprint = {2409.15254},
timestamp = {Sun, 06 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-15254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-10053,
author = {Anna Goldie and
Azalia Mirhoseini and
Jeff Dean},
title = {That Chip Has Sailed: {A} Critique of Unfounded Skepticism Around
{AI} for Chip Design},
journal = {CoRR},
volume = {abs/2411.10053},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.10053},
doi = {10.48550/ARXIV.2411.10053},
eprinttype = {arXiv},
eprint = {2411.10053},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-10053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuhaCBMSR23,
author = {Neel Guha and
Mayee F. Chen and
Kush Bhatia and
Azalia Mirhoseini and
Frederic Sala and
Christopher R{\'{e}}},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/c7f35864fef057d6fa315afa0275b3ad-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuhaCBMSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07459,
author = {Deep Ganguli and
Amanda Askell and
Nicholas Schiefer and
Thomas I. Liao and
Kamile Lukosiute and
Anna Chen and
Anna Goldie and
Azalia Mirhoseini and
Catherine Olsson and
Danny Hernandez and
Dawn Drain and
Dustin Li and
Eli Tran{-}Johnson and
Ethan Perez and
Jackson Kernion and
Jamie Kerr and
Jared Mueller and
Joshua Landau and
Kamal Ndousse and
Karina Nguyen and
Liane Lovitt and
Michael Sellitto and
Nelson Elhage and
Noem{\'{\i}} Mercado and
Nova DasSarma and
Oliver Rausch and
Robert Lasenby and
Robin Larson and
Sam Ringer and
Sandipan Kundu and
Saurav Kadavath and
Scott Johnston and
Shauna Kravec and
Sheer El Showk and
Tamera Lanham and
Timothy Telleen{-}Lawton and
Tom Henighan and
Tristan Hume and
Yuntao Bai and
Zac Hatfield{-}Dodds and
Ben Mann and
Dario Amodei and
Nicholas Joseph and
Sam McCandlish and
Tom Brown and
Christopher Olah and
Jack Clark and
Samuel R. Bowman and
Jared Kaplan},
title = {The Capacity for Moral Self-Correction in Large Language Models},
journal = {CoRR},
volume = {abs/2302.07459},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07459},
doi = {10.48550/ARXIV.2302.07459},
eprinttype = {arXiv},
eprint = {2302.07459},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11031,
author = {Neel Guha and
Mayee F. Chen and
Kush Bhatia and
Azalia Mirhoseini and
Frederic Sala and
Christopher R{\'{e}}},
title = {Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification},
journal = {CoRR},
volume = {abs/2307.11031},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11031},
doi = {10.48550/ARXIV.2307.11031},
eprinttype = {arXiv},
eprint = {2307.11031},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13798,
author = {Sandipan Kundu and
Yuntao Bai and
Saurav Kadavath and
Amanda Askell and
Andrew Callahan and
Anna Chen and
Anna Goldie and
Avital Balwit and
Azalia Mirhoseini and
Brayden McLean and
Catherine Olsson and
Cassie Evraets and
Eli Tran{-}Johnson and
Esin Durmus and
Ethan Perez and
Jackson Kernion and
Jamie Kerr and
Kamal Ndousse and
Karina Nguyen and
Nelson Elhage and
Newton Cheng and
Nicholas Schiefer and
Nova DasSarma and
Oliver Rausch and
Robin Larson and
Shannon Yang and
Shauna Kravec and
Timothy Telleen{-}Lawton and
Thomas I. Liao and
Tom Henighan and
Tristan Hume and
Zac Hatfield{-}Dodds and
S{\"{o}}ren Mindermann and
Nicholas Joseph and
Sam McCandlish and
Jared Kaplan},
title = {Specific versus General Principles for Constitutional {AI}},
journal = {CoRR},
volume = {abs/2310.13798},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13798},
doi = {10.48550/ARXIV.2310.13798},
eprinttype = {arXiv},
eprint = {2310.13798},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/BudakJ0MGP22,
author = {Ahmet Faruk Budak and
Zixuan Jiang and
Keren Zhu and
Azalia Mirhoseini and
Anna Goldie and
David Z. Pan},
title = {Reinforcement Learning for Electronic Design Automation: Case Studies
and Perspectives: (Invited Paper)},
booktitle = {27th Asia and South Pacific Design Automation Conference, {ASP-DAC}
2022, Taipei, Taiwan, January 17-20, 2022},
pages = {500--505},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ASP-DAC52403.2022.9712578},
doi = {10.1109/ASP-DAC52403.2022.9712578},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aspdac/BudakJ0MGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asplos/ZhangHSPLGM22,
author = {Dan Zhang and
Safeen Huda and
Ebrahim M. Songhori and
Kartik Prabhu and
Quoc V. Le and
Anna Goldie and
Azalia Mirhoseini},
editor = {Babak Falsafi and
Michael Ferdman and
Shan Lu and
Thomas F. Wenisch},
title = {A full-stack search technique for domain optimized deep learning accelerators},
booktitle = {{ASPLOS} '22: 27th {ACM} International Conference on Architectural
Support for Programming Languages and Operating Systems, Lausanne,
Switzerland, 28 February 2022 - 4 March 2022},
pages = {27--42},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3503222.3507767},
doi = {10.1145/3503222.3507767},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asplos/ZhangHSPLGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/JainHMGSM22,
author = {Paras Jain and
Safeen Huda and
Martin Maas and
Joseph E. Gonzalez and
Ion Stoica and
Azalia Mirhoseini},
editor = {Cristiana Bolchini and
Ingrid Verbauwhede and
Elena{-}Ioana Vatajelu},
title = {Learning to Design Accurate Deep Learning Accelerators with Inaccurate
Multipliers},
booktitle = {2022 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2022, Antwerp, Belgium, March 14-23, 2022},
pages = {184--189},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/DATE54114.2022.9774607},
doi = {10.23919/DATE54114.2022.9774607},
timestamp = {Fri, 08 Nov 2024 20:53:03 +0100},
biburl = {https://dblp.org/rec/conf/date/JainHMGSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispd/YueSJBGMG22,
author = {Summer Yue and
Ebrahim M. Songhori and
Joe Wenjie Jiang and
Toby Boyd and
Anna Goldie and
Azalia Mirhoseini and
Sergio Guadarrama},
editor = {Laleh Behjat and
Stephen Yang},
title = {Scalability and Generalization of Circuit Training for Chip Floorplanning},
booktitle = {{ISPD} 2022: International Symposium on Physical Design, Virtual Event,
Canada, March 27 - 30, 2022},
pages = {65--70},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3505170.3511478},
doi = {10.1145/3505170.3511478},
timestamp = {Thu, 14 Apr 2022 14:53:52 +0200},
biburl = {https://dblp.org/rec/conf/ispd/YueSJBGMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/XiePBP0MBLZ22,
author = {Xinfeng Xie and
Prakash Prabhu and
Ulysse Beaugnon and
Phitchaya Mangpo Phothilimthana and
Sudip Roy and
Azalia Mirhoseini and
Eugene Brevdo and
James Laudon and
Yanqi Zhou},
editor = {Diana Marculescu and
Yuejie Chi and
Carole{-}Jean Wu},
title = {A Transferable Approach for Partitioning Machine Learning Models on
Multi-Chip-Modules},
booktitle = {Proceedings of the Fifth Conference on Machine Learning and Systems,
MLSys 2022, Santa Clara, CA, USA, August 29 - September 1, 2022},
publisher = {mlsys.org},
year = {2022},
url = {https://proceedings.mlsys.org/paper\_files/paper/2022/hash/74e22712c9b50a9b43b2ae54e225888e-Abstract.html},
timestamp = {Fri, 28 Jun 2024 10:41:23 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/XiePBP0MBLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/NguyenRCYMFMMMZ22,
author = {Thien Duc Nguyen and
Phillip Rieger and
Huili Chen and
Hossein Yalame and
Helen M{\"{o}}llering and
Hossein Fereidooni and
Samuel Marchal and
Markus Miettinen and
Azalia Mirhoseini and
Shaza Zeitouni and
Farinaz Koushanfar and
Ahmad{-}Reza Sadeghi and
Thomas Schneider},
editor = {Kevin R. B. Butler and
Kurt Thomas},
title = {{FLAME:} Taming Backdoors in Federated Learning},
booktitle = {31st {USENIX} Security Symposium, {USENIX} Security 2022, Boston,
MA, USA, August 10-12, 2022},
pages = {1415--1432},
publisher = {{USENIX} Association},
year = {2022},
url = {https://www.usenix.org/conference/usenixsecurity22/presentation/nguyen},
timestamp = {Tue, 18 Oct 2022 17:10:36 +0200},
biburl = {https://dblp.org/rec/conf/uss/NguyenRCYMFMMMZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08821,
author = {Zhanghao Wu and
Paras Jain and
Matthew A. Wright and
Azalia Mirhoseini and
Joseph E. Gonzalez and
Ion Stoica},
title = {Representing Long-Range Context for Graph Neural Networks with Global
Attention},
journal = {CoRR},
volume = {abs/2201.08821},
year = {2022},
url = {https://arxiv.org/abs/2201.08821},
eprinttype = {arXiv},
eprint = {2201.08821},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03540,
author = {Samuel R. Bowman and
Jeeyoon Hyun and
Ethan Perez and
Edwin Chen and
Craig Pettit and
Scott Heiner and
Kamile Lukosiute and
Amanda Askell and
Andy Jones and
Anna Chen and
Anna Goldie and
Azalia Mirhoseini and
Cameron McKinnon and
Christopher Olah and
Daniela Amodei and
Dario Amodei and
Dawn Drain and
Dustin Li and
Eli Tran{-}Johnson and
Jackson Kernion and
Jamie Kerr and
Jared Mueller and
Jeffrey Ladish and
Joshua Landau and
Kamal Ndousse and
Liane Lovitt and
Nelson Elhage and
Nicholas Schiefer and
Nicholas Joseph and
Noem{\'{\i}} Mercado and
Nova DasSarma and
Robin Larson and
Sam McCandlish and
Sandipan Kundu and
Scott Johnston and
Shauna Kravec and
Sheer El Showk and
Stanislav Fort and
Timothy Telleen{-}Lawton and
Tom Brown and
Tom Henighan and
Tristan Hume and
Yuntao Bai and
Zac Hatfield{-}Dodds and
Ben Mann and
Jared Kaplan},
title = {Measuring Progress on Scalable Oversight for Large Language Models},
journal = {CoRR},
volume = {abs/2211.03540},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03540},
doi = {10.48550/ARXIV.2211.03540},
eprinttype = {arXiv},
eprint = {2211.03540},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03540.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-08073,
author = {Yuntao Bai and
Saurav Kadavath and
Sandipan Kundu and
Amanda Askell and
Jackson Kernion and
Andy Jones and
Anna Chen and
Anna Goldie and
Azalia Mirhoseini and
Cameron McKinnon and
Carol Chen and
Catherine Olsson and
Christopher Olah and
Danny Hernandez and
Dawn Drain and
Deep Ganguli and
Dustin Li and
Eli Tran{-}Johnson and
Ethan Perez and
Jamie Kerr and
Jared Mueller and
Jeffrey Ladish and
Joshua Landau and
Kamal Ndousse and
Kamile Lukosiute and
Liane Lovitt and
Michael Sellitto and
Nelson Elhage and
Nicholas Schiefer and
Noem{\'{\i}} Mercado and
Nova DasSarma and
Robert Lasenby and
Robin Larson and
Sam Ringer and
Scott Johnston and
Shauna Kravec and
Sheer El Showk and
Stanislav Fort and
Tamera Lanham and
Timothy Telleen{-}Lawton and
Tom Conerly and
Tom Henighan and
Tristan Hume and
Samuel R. Bowman and
Zac Hatfield{-}Dodds and
Ben Mann and
Dario Amodei and
Nicholas Joseph and
Sam McCandlish and
Tom Brown and
Jared Kaplan},
title = {Constitutional {AI:} Harmlessness from {AI} Feedback},
journal = {CoRR},
volume = {abs/2212.08073},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.08073},
doi = {10.48550/ARXIV.2212.08073},
eprinttype = {arXiv},
eprint = {2212.08073},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-08073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/MirhoseiniGYJSW21,
author = {Azalia Mirhoseini and
Anna Goldie and
Mustafa Yazgan and
Joe Wenjie Jiang and
Ebrahim M. Songhori and
Shen Wang and
Young{-}Joon Lee and
Eric Johnson and
Omkar Pathak and
Azade Nazi and
Jiwoo Pak and
Andy Tong and
Kavya Srinivasa and
William Hang and
Emre Tuncer and
Quoc V. Le and
James Laudon and
Richard Ho and
Roger Carpenter and
Jeff Dean},
title = {A graph placement methodology for fast chip design},
journal = {Nat.},
volume = {594},
number = {7862},
pages = {207--212},
year = {2021},
url = {https://doi.org/10.1038/s41586-021-03544-w},
doi = {10.1038/S41586-021-03544-W},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/MirhoseiniGYJSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispd/GoldieM21,
author = {Anna Goldie and
Azalia Mirhoseini},
editor = {Jens Lienig and
Laleh Behjat and
Stephen Yang},
title = {Reinforcement Learning for Placement Optimization},
booktitle = {{ISPD} '21: International Symposium on Physical Design, Virtual Event,
USA, March 22-24, 2021},
pages = {5},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3439706.3446883},
doi = {10.1145/3439706.3446883},
timestamp = {Mon, 12 Apr 2021 09:09:55 +0200},
biburl = {https://dblp.org/rec/conf/ispd/GoldieM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcad/JiangSWGMJLP21,
author = {Zixuan Jiang and
Ebrahim M. Songhori and
Shen Wang and
Anna Goldie and
Azalia Mirhoseini and
Joe W. J. Jiang and
Young{-}Joon Lee and
David Z. Pan},
title = {Delving into Macro Placement with Reinforcement Learning},
booktitle = {3rd {ACM/IEEE} Workshop on Machine Learning for CAD, {MLCAD} 2021,
Raleigh, NC, USA, August 30 - Sept. 3, 2021},
pages = {1--3},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLCAD52597.2021.9531313},
doi = {10.1109/MLCAD52597.2021.9531313},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcad/JiangSWGMJLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuJWMGS21,
author = {Zhanghao Wu and
Paras Jain and
Matthew A. Wright and
Azalia Mirhoseini and
Joseph E. Gonzalez and
Ion Stoica},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Representing Long-Range Context for Graph Neural Networks with Global
Attention},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {13266--13279},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/6e67691b60ed3e4a55935261314dd534-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuJWMGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/FereidooniMMMMN21,
author = {Hossein Fereidooni and
Samuel Marchal and
Markus Miettinen and
Azalia Mirhoseini and
Helen M{\"{o}}llering and
Thien Duc Nguyen and
Phillip Rieger and
Ahmad{-}Reza Sadeghi and
Thomas Schneider and
Hossein Yalame and
Shaza Zeitouni},
title = {SAFELearn: Secure Aggregation for private FEderated Learning},
booktitle = {{IEEE} Security and Privacy Workshops, {SP} Workshops 2021, San Francisco,
CA, USA, May 27, 2021},
pages = {56--62},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SPW53761.2021.00017},
doi = {10.1109/SPW53761.2021.00017},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sp/FereidooniMMMMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-02281,
author = {Thien Duc Nguyen and
Phillip Rieger and
Hossein Yalame and
Helen M{\"{o}}llering and
Hossein Fereidooni and
Samuel Marchal and
Markus Miettinen and
Azalia Mirhoseini and
Ahmad{-}Reza Sadeghi and
Thomas Schneider and
Shaza Zeitouni},
title = {{FLGUARD:} Secure and Private Federated Learning},
journal = {CoRR},
volume = {abs/2101.02281},
year = {2021},
url = {https://arxiv.org/abs/2101.02281},
eprinttype = {arXiv},
eprint = {2101.02281},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-02281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12842,
author = {Dan Zhang and
Safeen Huda and
Ebrahim M. Songhori and
Quoc V. Le and
Anna Goldie and
Azalia Mirhoseini},
title = {A Full-stack Accelerator Search Technique for Vision Applications},
journal = {CoRR},
volume = {abs/2105.12842},
year = {2021},
url = {https://arxiv.org/abs/2105.12842},
eprinttype = {arXiv},
eprint = {2105.12842},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02587,
author = {Zixuan Jiang and
Ebrahim M. Songhori and
Shen Wang and
Anna Goldie and
Azalia Mirhoseini and
Joe W. J. Jiang and
Young{-}Joon Lee and
David Z. Pan},
title = {Delving into Macro Placement with Reinforcement Learning},
journal = {CoRR},
volume = {abs/2109.02587},
year = {2021},
url = {https://arxiv.org/abs/2109.02587},
eprinttype = {arXiv},
eprint = {2109.02587},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04041,
author = {Xinfeng Xie and
Prakash Prabhu and
Ulysse Beaugnon and
Phitchaya Mangpo Phothilimthana and
Sudip Roy and
Azalia Mirhoseini and
Eugene Brevdo and
James Laudon and
Yanqi Zhou},
title = {A Transferable Approach for Partitioning Machine Learning Models on
Multi-Chip-Modules},
journal = {CoRR},
volume = {abs/2112.04041},
year = {2021},
url = {https://arxiv.org/abs/2112.04041},
eprinttype = {arXiv},
eprint = {2112.04041},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/NguyenRYMFMMMSS21,
author = {Thien Duc Nguyen and
Phillip Rieger and
Hossein Yalame and
Helen M{\"{o}}llering and
Hossein Fereidooni and
Samuel Marchal and
Markus Miettinen and
Azalia Mirhoseini and
Ahmad{-}Reza Sadeghi and
Thomas Schneider and
Shaza Zeitouni},
title = {{FLGUARD:} Secure and Private Federated Learning},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {25},
year = {2021},
url = {https://eprint.iacr.org/2021/025},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iacr/NguyenRYMFMMMSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/FereidooniMMMMN21,
author = {Hossein Fereidooni and
Samuel Marchal and
Markus Miettinen and
Azalia Mirhoseini and
Helen M{\"{o}}llering and
Thien Duc Nguyen and
Phillip Rieger and
Ahmad{-}Reza Sadeghi and
Thomas Schneider and
Hossein Yalame and
Shaza Zeitouni},
title = {SAFELearn: Secure Aggregation for private FEderated Learning},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {386},
year = {2021},
url = {https://eprint.iacr.org/2021/386},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/FereidooniMMMMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/ZhouRAWMXML20,
author = {Yanqi Zhou and
Sudip Roy and
AmirAli Abdolrashidi and
Daniel Lin{-}Kit Wong and
Peter C. Ma and
Qiumin Xu and
Azalia Mirhoseini and
James Laudon},
title = {A Single-Shot Generalized Device Placement for Large Dataflow Graphs},
journal = {{IEEE} Micro},
volume = {40},
number = {5},
pages = {26--36},
year = {2020},
url = {https://doi.org/10.1109/MM.2020.3015188},
doi = {10.1109/MM.2020.3015188},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/micro/ZhouRAWMXML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispd/GoldieM20,
author = {Anna Goldie and
Azalia Mirhoseini},
editor = {William Swartz and
Jens Lienig},
title = {Placement Optimization with Deep Reinforcement Learning},
booktitle = {{ISPD} 2020: International Symposium on Physical Design, Taipei, Taiwan,
March 29 - April 1, 2020, delayed to September 20-23, 2020},
pages = {3--7},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3372780.3378174},
doi = {10.1145/3372780.3378174},
timestamp = {Sun, 22 Mar 2020 19:04:23 +0100},
biburl = {https://dblp.org/rec/conf/ispd/GoldieM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhou0A0MXLPWGML20,
author = {Yanqi Zhou and
Sudip Roy and
AmirAli Abdolrashidi and
Daniel Wong and
Peter C. Ma and
Qiumin Xu and
Hanxiao Liu and
Mangpo Phitchaya Phothilimtha and
Shen Wang and
Anna Goldie and
Azalia Mirhoseini and
James Laudon},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Transferable Graph Optimizers for {ML} Compilers},
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/9f29450d2eb58feb555078bdefe28aa5-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhou0A0MXLPWGML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08445,
author = {Anna Goldie and
Azalia Mirhoseini},
title = {Placement Optimization with Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2003.08445},
year = {2020},
url = {https://arxiv.org/abs/2003.08445},
eprinttype = {arXiv},
eprint = {2003.08445},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-08445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10746,
author = {Azalia Mirhoseini and
Anna Goldie and
Mustafa Yazgan and
Joe W. J. Jiang and
Ebrahim M. Songhori and
Shen Wang and
Young{-}Joon Lee and
Eric Johnson and
Omkar Pathak and
Sungmin Bae and
Azade Nazi and
Jiwoo Pak and
Andy Tong and
Kavya Srinivasa and
William Hang and
Emre Tuncer and
Anand Babu and
Quoc V. Le and
James Laudon and
Richard Ho and
Roger Carpenter and
Jeff Dean},
title = {Chip Placement with Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2004.10746},
year = {2020},
url = {https://arxiv.org/abs/2004.10746},
eprinttype = {arXiv},
eprint = {2004.10746},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12438,
author = {Yanqi Zhou and
Sudip Roy and
AmirAli Abdolrashidi and
Daniel Wong and
Peter C. Ma and
Qiumin Xu and
Hanxiao Liu and
Mangpo Phitchaya Phothilimtha and
Shen Wang and
Anna Goldie and
Azalia Mirhoseini and
James Laudon},
title = {Transferable Graph Optimizers for {ML} Compilers},
journal = {CoRR},
volume = {abs/2010.12438},
year = {2020},
url = {https://arxiv.org/abs/2010.12438},
eprinttype = {arXiv},
eprint = {2010.12438},
timestamp = {Wed, 28 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12438.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangYDMWMDG19,
author = {Xin Wang and
Fisher Yu and
Lisa Dunlap and
Yi{-}An Ma and
Ruth Wang and
Azalia Mirhoseini and
Trevor Darrell and
Joseph E. Gonzalez},
editor = {Amir Globerson and
Ricardo Silva},
title = {Deep Mixture of Experts via Shallow Embedding},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {552--562},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/wang20d.html},
timestamp = {Wed, 05 Feb 2025 17:14:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/WangYDMWMDG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-00614,
author = {Azade Nazi and
Will Hang and
Anna Goldie and
Sujith Ravi and
Azalia Mirhoseini},
title = {{GAP:} Generalizable Approximate Graph Partitioning Framework},
journal = {CoRR},
volume = {abs/1903.00614},
year = {2019},
url = {http://arxiv.org/abs/1903.00614},
eprinttype = {arXiv},
eprint = {1903.00614},
timestamp = {Sat, 30 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-00614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06639,
author = {Qingpeng Cai and
Will Hang and
Azalia Mirhoseini and
George Tucker and
Jingtao Wang and
Wei Wei},
title = {Reinforcement Learning Driven Heuristic Optimization},
journal = {CoRR},
volume = {abs/1906.06639},
year = {2019},
url = {http://arxiv.org/abs/1906.06639},
eprinttype = {arXiv},
eprint = {1906.06639},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01578,
author = {Yanqi Zhou and
Sudip Roy and
AmirAli Abdolrashidi and
Daniel Lin{-}Kit Wong and
Peter C. Ma and
Qiumin Xu and
Ming Zhong and
Hanxiao Liu and
Anna Goldie and
Azalia Mirhoseini and
James Laudon},
title = {{GDP:} Generalized Device Placement for Dataflow Graphs},
journal = {CoRR},
volume = {abs/1910.01578},
year = {2019},
url = {http://arxiv.org/abs/1910.01578},
eprinttype = {arXiv},
eprint = {1910.01578},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-07623,
author = {Azade Nazi and
Will Hang and
Anna Goldie and
Sujith Ravi and
Azalia Mirhoseini},
title = {Generalized Clustering by Learning to Optimize Expected Normalized
Cuts},
journal = {CoRR},
volume = {abs/1910.07623},
year = {2019},
url = {http://arxiv.org/abs/1910.07623},
eprinttype = {arXiv},
eprint = {1910.07623},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-07623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MirhoseiniDSBK18,
author = {Azalia Mirhoseini and
Eva L. Dyer and
Ebrahim M. Songhori and
Richard G. Baraniuk and
Farinaz Koushanfar},
title = {RankMap: {A} Framework for Distributed Learning From Dense Data Sets},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {7},
pages = {2717--2730},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2016.2631581},
doi = {10.1109/TNNLS.2016.2631581},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/MirhoseiniDSBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MirhoseiniGPSLD18,
author = {Azalia Mirhoseini and
Anna Goldie and
Hieu Pham and
Benoit Steiner and
Quoc V. Le and
Jeff Dean},
title = {A Hierarchical Model for Device Placement},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=Hkc-TeZ0W},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/MirhoseiniGPSLD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/BalPMP18,
author = {Henri E. Bal and
Arindam Pal and
Azalia Mirhoseini and
Thomas P. Parnell},
title = {Introduction to ParLearning 2018},
booktitle = {2018 {IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPS} Workshops 2018, Vancouver, BC, Canada, May 21-25,
2018},
pages = {852--853},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/IPDPSW.2018.00133},
doi = {10.1109/IPDPSW.2018.00133},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/BalPMP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/Mirhoseini18,
author = {Azalia Mirhoseini},
title = {ParLearning 2018 Invited Talk 2},
booktitle = {2018 {IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPS} Workshops 2018, Vancouver, BC, Canada, May 21-25,
2018},
pages = {855},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/IPDPSW.2018.00135},
doi = {10.1109/IPDPSW.2018.00135},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/Mirhoseini18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01531,
author = {Xin Wang and
Fisher Yu and
Ruth Wang and
Yi{-}An Ma and
Azalia Mirhoseini and
Trevor Darrell and
Joseph E. Gonzalez},
title = {Deep Mixture of Experts via Shallow Embedding},
journal = {CoRR},
volume = {abs/1806.01531},
year = {2018},
url = {http://arxiv.org/abs/1806.01531},
eprinttype = {arXiv},
eprint = {1806.01531},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tecs/RouhaniMK17,
author = {Bita Darvish Rouhani and
Azalia Mirhoseini and
Farinaz Koushanfar},
title = {{RISE:} An Automated Framework for Real-Time Intelligent Video Surveillance
on {FPGA}},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {16},
number = {5s},
pages = {158:1--158:18},
year = {2017},
url = {https://doi.org/10.1145/3126549},
doi = {10.1145/3126549},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tecs/RouhaniMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/RouhaniMK17,
author = {Bita Darvish Rouhani and
Azalia Mirhoseini and
Farinaz Koushanfar},
title = {Deep3: Leveraging Three Levels of Parallelism for Efficient Deep Learning},
booktitle = {Proceedings of the 54th Annual Design Automation Conference, {DAC}
2017, Austin, TX, USA, June 18-22, 2017},
pages = {61:1--61:6},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3061639.3062225},
doi = {10.1145/3061639.3062225},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/RouhaniMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShazeerMMDLHD17,
author = {Noam Shazeer and
Azalia Mirhoseini and
Krzysztof Maziarz and
Andy Davis and
Quoc V. Le and
Geoffrey E. Hinton and
Jeff Dean},
title = {Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts
Layer},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=B1ckMDqlg},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShazeerMMDLHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MirhoseiniPLSLZ17,
author = {Azalia Mirhoseini and
Hieu Pham and
Quoc V. Le and
Benoit Steiner and
Rasmus Larsen and
Yuefeng Zhou and
Naveen Kumar and
Mohammad Norouzi and
Samy Bengio and
Jeff Dean},
editor = {Doina Precup and
Yee Whye Teh},
title = {Device Placement Optimization with Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2430--2439},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mirhoseini17a.html},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MirhoseiniPLSLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/MirhoseiniRSK17,
author = {Azalia Mirhoseini and
Bita Darvish Rouhani and
Ebrahim M. Songhori and
Farinaz Koushanfar},
title = {ExtDict: Extensible Dictionaries for Data- and Platform-Aware Large-Scale
Learning},
booktitle = {2017 {IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPS} Workshops 2017, Orlando / Buena Vista, FL, USA,
May 29 - June 2, 2017},
pages = {379--388},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/IPDPSW.2017.171},
doi = {10.1109/IPDPSW.2017.171},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/MirhoseiniRSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/RouhaniMK17,
author = {Bita Darvish Rouhani and
Azalia Mirhoseini and
Farinaz Koushanfar},
title = {TinyDL: Just-in-time deep learning solution for constrained embedded
systems},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2017,
Baltimore, MD, USA, May 28-31, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISCAS.2017.8050343},
doi = {10.1109/ISCAS.2017.8050343},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/RouhaniMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShazeerMMDLHD17,
author = {Noam Shazeer and
Azalia Mirhoseini and
Krzysztof Maziarz and
Andy Davis and
Quoc V. Le and
Geoffrey E. Hinton and
Jeff Dean},
title = {Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts
Layer},
journal = {CoRR},
volume = {abs/1701.06538},
year = {2017},
url = {http://arxiv.org/abs/1701.06538},
eprinttype = {arXiv},
eprint = {1701.06538},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShazeerMMDLHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MirhoseiniPLSLZ17,
author = {Azalia Mirhoseini and
Hieu Pham and
Quoc V. Le and
Benoit Steiner and
Rasmus Larsen and
Yuefeng Zhou and
Naveen Kumar and
Mohammad Norouzi and
Samy Bengio and
Jeff Dean},
title = {Device Placement Optimization with Reinforcement Learning},
journal = {CoRR},
volume = {abs/1706.04972},
year = {2017},
url = {http://arxiv.org/abs/1706.04972},
eprinttype = {arXiv},
eprint = {1706.04972},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MirhoseiniPLSLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmscs/MirhoseiniRSK16,
author = {Azalia Mirhoseini and
Bita Darvish Rouhani and
Ebrahim M. Songhori and
Farinaz Koushanfar},
title = {Chime: Checkpointing Long Computations on Interm ittently Energized
IoT Devices},
journal = {{IEEE} Trans. Multi Scale Comput. Syst.},
volume = {2},
number = {4},
pages = {277--290},
year = {2016},
url = {https://doi.org/10.1109/TMSCS.2016.2550442},
doi = {10.1109/TMSCS.2016.2550442},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmscs/MirhoseiniRSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trets/RouhaniMSK16,
author = {Bita Darvish Rouhani and
Azalia Mirhoseini and
Ebrahim M. Songhori and
Farinaz Koushanfar},
title = {Automated Real-Time Analysis of Streaming Big and Dense Data on Reconfigurable
Platforms},
journal = {{ACM} Trans. Reconfigurable Technol. Syst.},
volume = {10},
number = {1},
pages = {8:1--8:22},
year = {2016},
url = {https://doi.org/10.1145/2974023},
doi = {10.1145/2974023},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/trets/RouhaniMSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codes/RouhaniMK16,
author = {Bita Darvish Rouhani and
Azalia Mirhoseini and
Farinaz Koushanfar},
title = {Going deeper than deep learning for massive data analytics under physical
constraints},
booktitle = {Proceedings of the Eleventh {IEEE/ACM/IFIP} International Conference
on Hardware/Software Codesign and System Synthesis, {CODES} 2016,
Pittsburgh, Pennsylvania, USA, October 1-7, 2016},
pages = {17:1--17:3},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2968456.2976766},
doi = {10.1145/2968456.2976766},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/codes/RouhaniMK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/MirhoseiniRSK16,
author = {Azalia Mirhoseini and
Bita Darvish Rouhani and
Ebrahim M. Songhori and
Farinaz Koushanfar},
title = {Perform-ML: performance optimized machine learning by platform and
content aware customization},
booktitle = {Proceedings of the 53rd Annual Design Automation Conference, {DAC}
2016, Austin, TX, USA, June 5-9, 2016},
pages = {20:1--20:6},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2897937.2898060},
doi = {10.1145/2897937.2898060},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/MirhoseiniRSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/host/MirhoseiniSK16,
author = {Azalia Mirhoseini and
Ahmad{-}Reza Sadeghi and
Farinaz Koushanfar},
editor = {William H. Robinson and
Swarup Bhunia and
Ryan Kastner},
title = {CryptoML: Secure outsourcing of big data machine learning applications},
booktitle = {2016 {IEEE} International Symposium on Hardware Oriented Security
and Trust, {HOST} 2016, McLean, VA, USA, May 3-5, 2016},
pages = {149--154},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/HST.2016.7495574},
doi = {10.1109/HST.2016.7495574},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/host/MirhoseiniSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/RouhaniMK16,
author = {Bita Darvish Rouhani and
Azalia Mirhoseini and
Farinaz Koushanfar},
title = {DeLight: Adding Energy Dimension To Deep Neural Networks},
booktitle = {Proceedings of the 2016 International Symposium on Low Power Electronics
and Design, {ISLPED} 2016, San Francisco Airport, CA, USA, August
08 - 10, 2016},
pages = {112--117},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2934583.2934599},
doi = {10.1145/2934583.2934599},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/islped/RouhaniMK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PatelGDMB16,
author = {Raajen Patel and
Tom Goldstein and
Eva L. Dyer and
Azalia Mirhoseini and
Richard G. Baraniuk},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Deterministic Column Sampling for Low-Rank Matrix Approximation: Nystr{\"{o}}m
vs. Incomplete Cholesky Decomposition},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {594--602},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.67},
doi = {10.1137/1.9781611974348.67},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PatelGDMB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esticas/MirhoseiniPK15,
author = {Azalia Mirhoseini and
Miodrag Potkonjak and
Farinaz Koushanfar},
title = {Phase Change Memory Write Cost Minimization by Data Encoding},
journal = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
volume = {5},
number = {1},
pages = {51--63},
year = {2015},
url = {https://doi.org/10.1109/JETCAS.2015.2398211},
doi = {10.1109/JETCAS.2015.2398211},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/esticas/MirhoseiniPK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/SonghoriMLK15,
author = {Ebrahim M. Songhori and
Azalia Mirhoseini and
Xuyang Lu and
Farinaz Koushanfar},
editor = {Wolfgang Nebel and
David Atienza},
title = {{AHEAD:} automated framework for hardware accelerated iterative data
analysis},
booktitle = {Proceedings of the 2015 Design, Automation {\&} Test in Europe
Conference {\&} Exhibition, {DATE} 2015, Grenoble, France, March
9-13, 2015},
pages = {942--947},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2757032},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/SonghoriMLK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fccm/RouhaniSMK15,
author = {Bita Darvish Rouhani and
Ebrahim M. Songhori and
Azalia Mirhoseini and
Farinaz Koushanfar},
title = {SSketch: An Automated Framework for Streaming Sketch-Based Analysis
of Big Data on {FPGA}},
booktitle = {23rd {IEEE} Annual International Symposium on Field-Programmable Custom
Computing Machines, {FCCM} 2015, Vancouver, BC, Canada, May 2-6, 2015},
pages = {187--194},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/FCCM.2015.56},
doi = {10.1109/FCCM.2015.56},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fccm/RouhaniSMK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/KoushanfarMQZ15,
author = {Farinaz Koushanfar and
Azalia Mirhoseini and
Gang Qu and
Zhiru Zhang},
editor = {Diana Marculescu and
Frank Liu},
title = {{DA} Systemization of Knowledge: {A} Catalog of Prior Forward-Looking
Initiatives},
booktitle = {Proceedings of the {IEEE/ACM} International Conference on Computer-Aided
Design, {ICCAD} 2015, Austin, TX, USA, November 2-6, 2015},
pages = {255--262},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICCAD.2015.7372578},
doi = {10.1109/ICCAD.2015.7372578},
timestamp = {Mon, 26 Jun 2023 16:43:56 +0200},
biburl = {https://dblp.org/rec/conf/iccad/KoushanfarMQZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/MirhoseiniSRK15,
author = {Azalia Mirhoseini and
Ebrahim M. Songhori and
Bita Darvish Rouhani and
Farinaz Koushanfar},
editor = {Bill Lin and
Jun (Jim) Xu and
Sudipta Sengupta and
Devavrat Shah},
title = {Flexible Transformations For Learning Big Data},
booktitle = {Proceedings of the 2015 {ACM} {SIGMETRICS} International Conference
on Measurement and Modeling of Computer Systems, Portland, OR, USA,
June 15-19, 2015},
pages = {453--454},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2745844.2745889},
doi = {10.1145/2745844.2745889},
timestamp = {Mon, 01 Aug 2022 08:51:52 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/MirhoseiniSRK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MirhoseiniDSBK15,
author = {Azalia Mirhoseini and
Eva L. Dyer and
Ebrahim M. Songhori and
Richard G. Baraniuk and
Farinaz Koushanfar},
title = {RankMap: {A} Platform-Aware Framework for Distributed Learning from
Dense Datasets},
journal = {CoRR},
volume = {abs/1503.08169},
year = {2015},
url = {http://arxiv.org/abs/1503.08169},
eprinttype = {arXiv},
eprint = {1503.08169},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MirhoseiniDSBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PatelGDMB15,
author = {Raajen Patel and
Thomas A. Goldstein and
Eva L. Dyer and
Azalia Mirhoseini and
Richard G. Baraniuk},
title = {oASIS: Adaptive Column Sampling for Kernel Matrix Approximation},
journal = {CoRR},
volume = {abs/1505.05208},
year = {2015},
url = {http://arxiv.org/abs/1505.05208},
eprinttype = {arXiv},
eprint = {1505.05208},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PatelGDMB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/MirhoseiniSK13,
author = {Azalia Mirhoseini and
Ebrahim M. Songhori and
Farinaz Koushanfar},
editor = {Pai H. Chou and
Ru Huang and
Yuan Xie and
Tanay Karnik},
title = {Automated checkpointing for enabling intensive applications on energy
harvesting devices},
booktitle = {International Symposium on Low Power Electronics and Design (ISLPED),
Beijing, China, September 4-6, 2013},
pages = {27--32},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISLPED.2013.6629262},
doi = {10.1109/ISLPED.2013.6629262},
timestamp = {Thu, 06 Jun 2024 10:53:08 +0200},
biburl = {https://dblp.org/rec/conf/islped/MirhoseiniSK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/MirhoseiniSK13,
author = {Azalia Mirhoseini and
Ebrahim M. Songhori and
Farinaz Koushanfar},
title = {Idetic: {A} high-level synthesis approach for enabling long computations
on transiently-powered ASICs},
booktitle = {2013 {IEEE} International Conference on Pervasive Computing and Communications,
PerCom 2013, San Diego, CA, USA, March 18-22, 2013},
pages = {216--224},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/PerCom.2013.6526735},
doi = {10.1109/PERCOM.2013.6526735},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/percom/MirhoseiniSK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/MirhoseiniPK12,
author = {Azalia Mirhoseini and
Miodrag Potkonjak and
Farinaz Koushanfar},
editor = {Patrick Groeneveld and
Donatella Sciuto and
Soha Hassoun},
title = {Coding-based energy minimization for phase change memory},
booktitle = {The 49th Annual Design Automation Conference 2012, {DAC} '12, San
Francisco, CA, USA, June 3-7, 2012},
pages = {68--76},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2228360.2228374},
doi = {10.1145/2228360.2228374},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/MirhoseiniPK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/KoushanfarM11,
author = {Farinaz Koushanfar and
Azalia Mirhoseini},
title = {A Unified Framework for Multimodal Submodular Integrated Circuits
Trojan Detection},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {6},
number = {1},
pages = {162--174},
year = {2011},
url = {https://doi.org/10.1109/TIFS.2010.2096811},
doi = {10.1109/TIFS.2010.2096811},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/KoushanfarM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/MirhoseiniK11,
author = {Azalia Mirhoseini and
Farinaz Koushanfar},
title = {HypoEnergy. Hybrid supercapacitor-battery power-supply optimization
for Energy efficiency},
booktitle = {Design, Automation and Test in Europe, {DATE} 2011, Grenoble, France,
March 14-18, 2011},
pages = {887--890},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/DATE.2011.5763298},
doi = {10.1109/DATE.2011.5763298},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/date/MirhoseiniK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/KoushanfarM11,
author = {Farinaz Koushanfar and
Azalia Mirhoseini},
title = {Hybrid heterogeneous energy supply networks},
booktitle = {International Symposium on Circuits and Systems {(ISCAS} 2011), May
15-19 2011, Rio de Janeiro, Brazil},
pages = {2489--2492},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISCAS.2011.5938109},
doi = {10.1109/ISCAS.2011.5938109},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/KoushanfarM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/MirhoseiniK11,
author = {Azalia Mirhoseini and
Farinaz Koushanfar},
editor = {Naehyuck Chang and
Hiroshi Nakamura and
Koji Inoue and
Kenichi Osada and
Massimo Poncino},
title = {Learning to manage combined energy supply systems},
booktitle = {Proceedings of the 2011 International Symposium on Low Power Electronics
and Design, 2011, Fukuoka, Japan, August 1-3, 2011},
pages = {229--234},
publisher = {{IEEE/ACM}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2016856\&\#38;CFID=34981777\&\#38;CFTOKEN=25607807},
timestamp = {Mon, 13 Aug 2012 09:40:34 +0200},
biburl = {https://dblp.org/rec/conf/islped/MirhoseiniK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/MirhoseiniAK10,
author = {Azalia Mirhoseini and
Yousra Alkabani and
Farinaz Koushanfar},
editor = {Sachin S. Sapatnekar},
title = {Real time emulations: foundation and applications},
booktitle = {Proceedings of the 47th Design Automation Conference, {DAC} 2010,
Anaheim, California, USA, July 13-18, 2010},
pages = {623--624},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1837274.1837430},
doi = {10.1145/1837274.1837430},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/MirhoseiniAK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ih/KoushanfarMA10,
author = {Farinaz Koushanfar and
Azalia Mirhoseini and
Yousra Alkabani},
editor = {Rainer B{\"{o}}hme and
Philip W. L. Fong and
Reihaneh Safavi{-}Naini},
title = {A Unified Submodular Framework for Multimodal {IC} Trojan Detection},
booktitle = {Information Hiding - 12th International Conference, {IH} 2010, Calgary,
AB, Canada, June 28-30, 2010, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6387},
pages = {17--32},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16435-4\_2},
doi = {10.1007/978-3-642-16435-4\_2},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ih/KoushanfarMA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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