Automated checkpointing for enabling intensive applications on energy harvesting devices. - Azalia Mirhoseini; Ebrahim M. Songhori; Farinaz Koushanfar (ISLPED, 2013)

Idetic: A high-level synthesis approach for enabling long computations on transiently-powered ASICs. - Azalia Mirhoseini; Ebrahim M. Songhori; Farinaz Koushanfar (PerCom, 2013)

Compacting privacy-preserving k-nearest neighbor search using logic synthesis. - Ebrahim M. Songhori; Siam U. Hussain; Ahmad-Reza Sadeghi; Farinaz Koushanfar (DAC, 2015)

AHEAD: automated framework for hardware accelerated iterative data analysis. - Ebrahim M. Songhori; Azalia Mirhoseini; Xuyang Lu; Farinaz Koushanfar (DATE, 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 (FCCM, 2015)

Flexible Transformations For Learning Big Data. - Azalia Mirhoseini; Ebrahim M. Songhori; Bita Darvish Rouhani; Farinaz Koushanfar (SIGMETRICS, 2015)

TinyGarble: Highly Compressed and Scalable Sequential Garbled Circuits. - Ebrahim M. Songhori; Siam U. Hussain; Ahmad-Reza Sadeghi; Thomas Schneider 003; Farinaz Koushanfar (IEEE Symposium on Security and Privacy, 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)

Perform-ML: performance optimized machine learning by platform and content aware customization. - Azalia Mirhoseini; Bita Darvish Rouhani; Ebrahim M. Songhori; Farinaz Koushanfar (DAC, 2016)

GarbledCPU: a MIPS processor for secure computation in hardware. - Ebrahim M. Songhori; Shaza Zeitouni; Ghada Dessouky; Thomas Schneider 003; Ahmad-Reza Sadeghi; Farinaz Koushanfar (DAC, 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)

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)

PriSearch: Efficient Search on Private Data. - M. Sadegh Riazi; Ebrahim M. Songhori; Farinaz Koushanfar (DAC, 2017)

ExtDict: Extensible Dictionaries for Data- and Platform-Aware Large-Scale Learning. - Azalia Mirhoseini; Bita Darvish Rouhani; Ebrahim M. Songhori; Farinaz Koushanfar (IPDPS Workshops, 2017)

Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications. - M. Sadegh Riazi; Christian Weinert; Oleksandr Tkachenko; Ebrahim M. Songhori; Thomas Schneider 003; Farinaz Koushanfar (IACR Cryptol. ePrint Arch., 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)

Toward Practical Secure Stable Matching. - M. Sadegh Riazi; Ebrahim M. Songhori; Ahmad-Reza Sadeghi; Thomas Schneider 003; Farinaz Koushanfar (Proc. Priv. Enhancing Technol., 2017)

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)

ARM2GC: Succinct Garbled Processor for Secure Computation. - Ebrahim M. Songhori; M. Sadegh Riazi; Siam U. Hussain; Ahmad-Reza Sadeghi; Farinaz Koushanfar (DAC, 2019)

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; et al. (CoRR, 2020)

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 (MLCAD, 2021)

A Full-stack Accelerator Search Technique for Vision Applications. - Dan Zhang 004; Safeen Huda; Ebrahim M. Songhori; Quoc V. Le; Anna Goldie; Azalia Mirhoseini (CoRR, 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; et al. (Nat., 2021)

A full-stack search technique for domain optimized deep learning accelerators. - Dan Zhang 004; Safeen Huda; Ebrahim M. Songhori; Kartik Prabhu; Quoc V. Le; Anna Goldie; Azalia Mirhoseini (ASPLOS, 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 (ISPD, 2022)

A2Perf: Real-World Autonomous Agents Benchmark. - Ikechukwu Uchendu; Jason Jabbour; Korneel Van den Berghe; Joel Runevic; Matthew Stewart; Jeffrey Ma; Srivatsan Krishnan; Izzeddin Gur; Austin Huang; Colton Bishop; Paige Bailey; Wenjie Jiang 001; et al. (CoRR, 2025)