Ebrahim M. Songhori

According to our database, Ebrahim M. Songhori authored at least 25 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Scalability and Generalization of Circuit Training for Chip Floorplanning.

Summer Yue, Ebrahim M. Songhori, Joe Wenjie Jiang, Toby Boyd, Anna Goldie, Azalia Mirhoseini, Sergio Guadarrama

Proceedings of the ISPD 2022: International Symposium on Physical Design, Virtual Event, Canada, March 27, 2022

A full-stack search technique for domain optimized deep learning accelerators.

Dan Zhang, Safeen Huda, Ebrahim M. Songhori, Kartik Prabhu, Quoc V. Le, Anna Goldie, Azalia Mirhoseini

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

A graph placement methodology for fast chip design.

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

Nat., 2021

A Full-stack Accelerator Search Technique for Vision Applications.

Dan Zhang, Safeen Huda, Ebrahim M. Songhori, Quoc V. Le, Anna Goldie, Azalia Mirhoseini

CoRR, 2021

Delving into Macro Placement with Reinforcement Learning.

Zixuan Jiang, Ebrahim M. Songhori, Shen Wang, Anna Goldie, Azalia Mirhoseini, Joe W. J. Jiang, Young-Joon Lee, David Z. Pan

Proceedings of the 3rd ACM/IEEE Workshop on Machine Learning for CAD, 2021

2020

Chip Placement with Deep Reinforcement Learning.

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

CoRR, 2020

2019

ARM2GC: Succinct Garbled Processor for Secure Computation.

Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

RankMap: A Framework for Distributed Learning From Dense Data Sets.

Azalia Mirhoseini, Eva L. Dyer, Ebrahim M. Songhori, Richard G. Baraniuk, Farinaz Koushanfar

IEEE Trans. Neural Networks Learn. Syst., 2018

2017

Toward Practical Secure Stable Matching.

M. Sadegh Riazi, Ebrahim M. Songhori, Ahmad-Reza Sadeghi, Thomas Schneider, Farinaz Koushanfar

Proc. Priv. Enhancing Technol., 2017

ARM2GC: Simple and Efficient Garbled Circuit Framework by Skipping.

Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar

IACR Cryptol. ePrint Arch., 2017

Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications.

M. Sadegh Riazi, Christian Weinert, Oleksandr Tkachenko, Ebrahim M. Songhori, Thomas Schneider, Farinaz Koushanfar

IACR Cryptol. ePrint Arch., 2017

ExtDict: Extensible Dictionaries for Data- and Platform-Aware Large-Scale Learning.

Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

PriSearch: Efficient Search on Private Data.

M. Sadegh Riazi, Ebrahim M. Songhori, Farinaz Koushanfar

Proceedings of the 54th Annual Design Automation Conference, 2017

2016

Automated Real-Time Analysis of Streaming Big and Dense Data on Reconfigurable Platforms.

Bita Darvish Rouhani, Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar

ACM Trans. Reconfigurable Technol. Syst., 2016

Chime: Checkpointing Long Computations on Interm ittently Energized IoT Devices.

Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar

IEEE Trans. Multi Scale Comput. Syst., 2016

GarbledCPU: a MIPS processor for secure computation in hardware.

Ebrahim M. Songhori, Shaza Zeitouni, Ghada Dessouky, Thomas Schneider, Ahmad-Reza Sadeghi, Farinaz Koushanfar

Proceedings of the 53rd Annual Design Automation Conference, 2016

Perform-ML: performance optimized machine learning by platform and content aware customization.

Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar

Proceedings of the 53rd Annual Design Automation Conference, 2016

2015

RankMap: A Platform-Aware Framework for Distributed Learning from Dense Datasets.

Azalia Mirhoseini, Eva L. Dyer, Ebrahim M. Songhori, Richard G. Baraniuk, Farinaz Koushanfar

CoRR, 2015

TinyGarble: Highly Compressed and Scalable Sequential Garbled Circuits.

Ebrahim M. Songhori, Siam U. Hussain, Ahmad-Reza Sadeghi, Thomas Schneider, Farinaz Koushanfar

Proceedings of the 2015 IEEE Symposium on Security and Privacy, 2015

Flexible Transformations For Learning Big Data.

Azalia Mirhoseini, Ebrahim M. Songhori, Bita Darvish Rouhani, Farinaz Koushanfar

Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

SSketch: An Automated Framework for Streaming Sketch-Based Analysis of Big Data on FPGA.

Bita Darvish Rouhani, Ebrahim M. Songhori, Azalia Mirhoseini, Farinaz Koushanfar

Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015

AHEAD: automated framework for hardware accelerated iterative data analysis.

Ebrahim M. Songhori, Azalia Mirhoseini, Xuyang Lu, Farinaz Koushanfar

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Compacting privacy-preserving k-nearest neighbor search using logic synthesis.

Ebrahim M. Songhori, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar

Proceedings of the 52nd Annual Design Automation Conference, 2015

2013

Idetic: A high-level synthesis approach for enabling long computations on transiently-powered ASICs.

Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar

Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications, 2013

Automated checkpointing for enabling intensive applications on energy harvesting devices.

Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar

Proceedings of the International Symposium on Low Power Electronics and Design (ISLPED), 2013