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Ebrahim M. Songhori

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2020 – today

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2022
[c16]
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Dan Zhang, Safeen Huda, Ebrahim M. Songhori, Kartik Prabhu, Quoc V. Le, Anna Goldie, Azalia Mirhoseini:
A full-stack search technique for domain optimized deep learning accelerators. ASPLOS 2022: 27-42
[c15]
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Summer Yue, Ebrahim M. Songhori, Joe Wenjie Jiang, Toby Boyd, Anna Goldie, Azalia Mirhoseini, Sergio Guadarrama:
Scalability and Generalization of Circuit Training for Chip Floorplanning. ISPD 2022: 65-70
2021
[j5]
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Azalia Mirhoseini, Anna Goldie, Mustafa Yazgan, Joe Wenjie Jiang, Ebrahim M. Songhori, Shen Wang, Young-Joon Lee, Eric Johnson, Omkar Pathak, Azade Nazi, Jiwoo Pak, Andy Tong, Kavya Srinivasa, William Hang, Emre Tuncer, Quoc V. Le, James Laudon, Richard Ho, Roger Carpenter, Jeff Dean:
A graph placement methodology for fast chip design. Nat. 594(7862): 207-212 (2021)
[c14]
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Zixuan Jiang, Ebrahim M. Songhori, Shen Wang, Anna Goldie, Azalia Mirhoseini, Joe W. J. Jiang, Young-Joon Lee, David Z. Pan:
Delving into Macro Placement with Reinforcement Learning. MLCAD 2021: 1-3
[i8]
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Dan Zhang, Safeen Huda, Ebrahim M. Songhori, Quoc V. Le, Anna Goldie, Azalia Mirhoseini:
A Full-stack Accelerator Search Technique for Vision Applications. CoRR abs/2105.12842 (2021)
[i7]
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  - journals/corr/abs-2109-02587
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Zixuan Jiang, Ebrahim M. Songhori, Shen Wang, Anna Goldie, Azalia Mirhoseini, Joe W. J. Jiang, Young-Joon Lee, David Z. Pan:
Delving into Macro Placement with Reinforcement Learning. CoRR abs/2109.02587 (2021)
2020
[i6]
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  - journals/corr/abs-2004-10746
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Azalia Mirhoseini, Anna Goldie, Mustafa Yazgan, Joe W. J. Jiang, Ebrahim M. Songhori, Shen Wang, Young-Joon Lee, Eric Johnson, Omkar Pathak, Sungmin Bae, Azade Nazi, Jiwoo Pak, Andy Tong, Kavya Srinivasa, William Hang, Emre Tuncer, Anand Babu, Quoc V. Le, James Laudon, Richard Ho, Roger Carpenter, Jeff Dean:
Chip Placement with Deep Reinforcement Learning. CoRR abs/2004.10746 (2020)

2010 – 2019

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2019
[c13]
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Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar:
ARM2GC: Succinct Garbled Processor for Secure Computation. DAC 2019: 112
[i5]
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  - journals/corr/abs-1902-02908
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Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar:
ARM2GC: Succinct Garbled Processor for Secure Computation. CoRR abs/1902.02908 (2019)
2018
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Azalia Mirhoseini, Eva L. Dyer, Ebrahim M. Songhori, Richard G. Baraniuk, Farinaz Koushanfar:
RankMap: A Framework for Distributed Learning From Dense Data Sets. IEEE Trans. Neural Networks Learn. Syst. 29(7): 2717-2730 (2018)
[c12]
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M. Sadegh Riazi, Christian Weinert, Oleksandr Tkachenko, Ebrahim M. Songhori, Thomas Schneider, Farinaz Koushanfar:
Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications. AsiaCCS 2018: 707-721
[i4]
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  - journals/corr/abs-1801-03239
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M. Sadegh Riazi, Christian Weinert, Oleksandr Tkachenko, Ebrahim M. Songhori, Thomas Schneider, Farinaz Koushanfar:
Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications. CoRR abs/1801.03239 (2018)
2017
[j3]
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M. Sadegh Riazi, Ebrahim M. Songhori, Ahmad-Reza Sadeghi, Thomas Schneider, Farinaz Koushanfar:
Toward Practical Secure Stable Matching. Proc. Priv. Enhancing Technol. 2017(1): 62-78 (2017)
[c11]
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M. Sadegh Riazi, Ebrahim M. Songhori, Farinaz Koushanfar:
PriSearch: Efficient Search on Private Data. DAC 2017: 14:1-14:6
[c10]
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Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar:
ExtDict: Extensible Dictionaries for Data- and Platform-Aware Large-Scale Learning. IPDPS Workshops 2017: 379-388
[i3]
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Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar:
ARM2GC: Simple and Efficient Garbled Circuit Framework by Skipping. IACR Cryptol. ePrint Arch. 2017: 1157 (2017)
[i2]
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M. Sadegh Riazi, Christian Weinert, Oleksandr Tkachenko, Ebrahim M. Songhori, Thomas Schneider, Farinaz Koushanfar:
Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications. IACR Cryptol. ePrint Arch. 2017: 1164 (2017)
2016
[j2]
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Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar:
Chime: Checkpointing Long Computations on Interm ittently Energized IoT Devices. IEEE Trans. Multi Scale Comput. Syst. 2(4): 277-290 (2016)
[j1]
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Bita Darvish Rouhani, Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar:
Automated Real-Time Analysis of Streaming Big and Dense Data on Reconfigurable Platforms. ACM Trans. Reconfigurable Technol. Syst. 10(1): 8:1-8:22 (2016)
[c9]
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Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar:
Perform-ML: performance optimized machine learning by platform and content aware customization. DAC 2016: 20:1-20:6
[c8]
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Ebrahim M. Songhori, Shaza Zeitouni, Ghada Dessouky, Thomas Schneider, Ahmad-Reza Sadeghi, Farinaz Koushanfar:
GarbledCPU: a MIPS processor for secure computation in hardware. DAC 2016: 73:1-73:6
2015
[c7]
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Ebrahim M. Songhori, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar:
Compacting privacy-preserving k-nearest neighbor search using logic synthesis. DAC 2015: 36:1-36:6
[c6]
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Ebrahim M. Songhori, Azalia Mirhoseini, Xuyang Lu, Farinaz Koushanfar:
AHEAD: automated framework for hardware accelerated iterative data analysis. DATE 2015: 942-947
[c5]
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Bita Darvish Rouhani, Ebrahim M. Songhori, Azalia Mirhoseini, Farinaz Koushanfar:
SSketch: An Automated Framework for Streaming Sketch-Based Analysis of Big Data on FPGA. FCCM 2015: 187-194
[c4]
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Azalia Mirhoseini, Ebrahim M. Songhori, Bita Darvish Rouhani, Farinaz Koushanfar:
Flexible Transformations For Learning Big Data. SIGMETRICS 2015: 453-454
[c3]
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Ebrahim M. Songhori, Siam U. Hussain, Ahmad-Reza Sadeghi, Thomas Schneider, Farinaz Koushanfar:
TinyGarble: Highly Compressed and Scalable Sequential Garbled Circuits. IEEE Symposium on Security and Privacy 2015: 411-428
[i1]
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Azalia Mirhoseini, Eva L. Dyer, Ebrahim M. Songhori, Richard G. Baraniuk, Farinaz Koushanfar:
RankMap: A Platform-Aware Framework for Distributed Learning from Dense Datasets. CoRR abs/1503.08169 (2015)
2013
[c2]
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Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar:
Automated checkpointing for enabling intensive applications on energy harvesting devices. ISLPED 2013: 27-32
[c1]
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Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar:
Idetic: A high-level synthesis approach for enabling long computations on transiently-powered ASICs. PerCom 2013: 216-224

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