Ebrahim M. Songhori

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 21

Top Topics

Efficient Search

Machine Learning

Distributed Learning

Top Venues

IACR Cryptol. ePrint Arch.

ACM Trans. Reconfigurable Technol. Syst.

Publications

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)
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)
Zixuan Jiang, Ebrahim M. Songhori, Shen Wang, Anna Goldie, Azalia Mirhoseini, Joe Jiang, Young-Joon Lee, David Z. Pan
Delving into Macro Placement with Reinforcement Learning. CoRR (2021)
Dan Zhang, Safeen Huda, Ebrahim M. Songhori, Quoc V. Le, Anna Goldie, Azalia Mirhoseini
A Full-stack Accelerator Search Technique for Vision Applications. CoRR (2021)
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) (2021)
Zixuan Jiang, Ebrahim M. Songhori, Shen Wang, Anna Goldie, Azalia Mirhoseini, Joe Jiang, Young-Joon Lee, David Z. Pan
Delving into Macro Placement with Reinforcement Learning. MLCAD (2021)
Azalia Mirhoseini, Anna Goldie, Mustafa Yazgan, Joe 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 C. Ho, Roger Carpenter, Jeff Dean
Chip Placement with Deep Reinforcement Learning. CoRR (2020)
Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar
ARM2GC: Succinct Garbled Processor for Secure Computation. CoRR (2019)
Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar
ARM2GC: Succinct Garbled Processor for Secure Computation. DAC (2019)
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 (2018)
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) (2018)
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)
M. Sadegh Riazi, Ebrahim M. Songhori, Ahmad-Reza Sadeghi, Thomas Schneider, Farinaz Koushanfar
Toward Practical Secure Stable Matching. Proc. Priv. Enhancing Technol. 2017 (1) (2017)
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 (2017)
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 (2017)
Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar
ExtDict: Extensible Dictionaries for Data- and Platform-Aware Large-Scale Learning. IPDPS Workshops (2017)
M. Sadegh Riazi, Ebrahim M. Songhori, Farinaz Koushanfar
PriSearch: Efficient Search on Private Data. DAC (2017)
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)
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) (2016)
Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar
Perform-ML: performance optimized machine learning by platform and content aware customization. DAC (2016)
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) (2016)
Azalia Mirhoseini, Ebrahim M. Songhori, Bita Darvish Rouhani, Farinaz Koushanfar
Flexible Transformations For Learning Big Data. SIGMETRICS (2015)
Ebrahim M. Songhori, Azalia Mirhoseini, Xuyang Lu, Farinaz Koushanfar
AHEAD: automated framework for hardware accelerated iterative data analysis. DATE (2015)
Ebrahim M. Songhori, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar
Compacting privacy-preserving k-nearest neighbor search using logic synthesis. DAC (2015)
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)
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 (2015)
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)
Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar
Automated checkpointing for enabling intensive applications on energy harvesting devices. ISLPED (2013)
Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar
Idetic: A high-level synthesis approach for enabling long computations on transiently-powered ASICs. PerCom (2013)