Mohammad Hossein Samavatian

18 papers A* 2A 1Misc 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2022 — conf
Characterizing Side-Channel Leakage of DNN Classifiers though Performance Counters.
HOST
Saikat Majumdar, Mohammad Hossein Samavatian, Radu Teodorescu
2022 J jnl
DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning.
CoRR
Mohammad Hossein Samavatian, Saikat Majumdar, Kristin Barber, Radu Teodorescu
2021 J jnl
HASI: Hardware-Accelerated Stochastic Inference, A Defense Against Adversarial Machine Learning Attacks.
CoRR
Mohammad Hossein Samavatian, Saikat Majumdar, Kristin Barber, Radu Teodorescu
2021 J jnl
Using Undervolting as an On-Device Defense Against Adversarial Machine Learning Attacks.
CoRR
Saikat Majumdar, Mohammad Hossein Samavatian, Kristin Barber, Radu Teodorescu
2021 — conf
Using Undervolting as an on-Device Defense Against Adversarial Machine Learning Attacks.
HOST
Saikat Majumdar, Mohammad Hossein Samavatian, Kristin Barber, Radu Teodorescu
2020 J jnl
RNNFast: An Accelerator for Recurrent Neural Networks Using Domain-Wall Memory.
ACM J. Emerg. Technol. Comput. Syst.
Mohammad Hossein Samavatian, Anys Bacha, Li Zhou, Radu Teodorescu
2019 J jnl
A Countrywide Traffic Accident Dataset.
CoRR
Sobhan Moosavi, Mohammad Hossein Samavatian, Srinivasan Parthasarathy, Rajiv Ramnath
2019 — conf
Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and Insights.
SIGSPATIAL/GIS
Sobhan Moosavi, Mohammad Hossein Samavatian, Srinivasan Parthasarathy, Radu Teodorescu, Rajiv Ramnath
2019 J jnl
Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and Insights.
CoRR
Sobhan Moosavi, Mohammad Hossein Samavatian, Srinivasan Parthasarathy, Radu Teodorescu, Rajiv Ramnath
2019 Misc conf
Adaptive parallel execution of deep neural networks on heterogeneous edge devices.
SEC
Li Zhou, Mohammad Hossein Samavatian, Anys Bacha, Saikat Majumdar, Radu Teodorescu
2019 A* conf
Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data.
KDD
Sobhan Moosavi, Mohammad Hossein Samavatian, Arnab Nandi, Srinivasan Parthasarathy, Rajiv Ramnath
2019 J jnl
Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data.
CoRR
Sobhan Moosavi, Mohammad Hossein Samavatian, Arnab Nandi, Srinivasan Parthasarathy, Rajiv Ramnath
2018 J jnl
RNNFast: An Accelerator for Recurrent Neural Networks Using Domain Wall Memory.
CoRR
Mohammad Hossein Samavatian, Anys Bacha, Li Zhou, Radu Teodorescu
2016 J jnl
ASHA: An adaptive shared-memory sharing architecture for multi-programmed GPUs.
Microprocess. Microsystems
Hamed Abbasitabar, Mohammad Hossein Samavatian, Hamid Sarbazi-Azad
2016 A conf
Reducing Power Consumption of GPGPUs Through Instruction Reordering.
ISLPED
Homa Aghilinasab, Mohammad Sadrosadati, Mohammad Hossein Samavatian, Hamid Sarbazi-Azad
2015 J jnl
Architecting the Last-Level Cache for GPUs using STT-RAM Technology.
ACM Trans. Design Autom. Electr. Syst.
Mohammad Hossein Samavatian, Mohammad Arjomand, Ramin Bashizade, Hamid Sarbazi-Azad
2014 A* conf
An Efficient STT-RAM Last Level Cache Architecture for GPUs.
DAC
Mohammad Hossein Samavatian, Hamed Abbasitabar, Mohammad Arjomand, Hamid Sarbazi-Azad
2014 J jnl
Automatic translation of quantum circuits to optimized one-way quantum computation patterns.
Quantum Inf. Process.
Mahboobeh Houshmand, Morteza Saheb Zamani, Mehdi Sedighi, Mohammad Hossein Samavatian