An Efficient STT-RAM Last Level Cache Architecture for GPUs. - Mohammad Hossein Samavatian; Hamed Abbasitabar; Mohammad Arjomand; Hamid Sarbazi-Azad (DAC, 2014)

Automatic translation of quantum circuits to optimized one-way quantum computation patterns. - Mahboobeh Houshmand; Morteza Saheb Zamani; Mehdi Sedighi; Mohammad Hossein Samavatian (Quantum Inf. Process., 2014)

Architecting the Last-Level Cache for GPUs using STT-RAM Technology. - Mohammad Hossein Samavatian; Mohammad Arjomand; Ramin Bashizade; Hamid Sarbazi-Azad (ACM Trans. Design Autom. Electr. Syst., 2015)

Reducing Power Consumption of GPGPUs Through Instruction Reordering. - Homa Aghilinasab; Mohammad Sadrosadati; Mohammad Hossein Samavatian; Hamid Sarbazi-Azad (ISLPED, 2016)

ASHA: An adaptive shared-memory sharing architecture for multi-programmed GPUs. - Hamed Abbasitabar; Mohammad Hossein Samavatian; Hamid Sarbazi-Azad (Microprocess. Microsystems, 2016)

Adaptive parallel execution of deep neural networks on heterogeneous edge devices. - Li Zhou 012; Mohammad Hossein Samavatian; Anys Bacha; Saikat Majumdar; Radu Teodorescu (SEC, 2019)

Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and Insights. - Sobhan Moosavi; Mohammad Hossein Samavatian; Srinivasan Parthasarathy 001; Radu Teodorescu; Rajiv Ramnath (SIGSPATIAL/GIS, 2019)

Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data. - Sobhan Moosavi; Mohammad Hossein Samavatian; Arnab Nandi 001; Srinivasan Parthasarathy 001; Rajiv Ramnath (KDD, 2019)

A Countrywide Traffic Accident Dataset. - Sobhan Moosavi; Mohammad Hossein Samavatian; Srinivasan Parthasarathy 001; Rajiv Ramnath (CoRR, 2019)

RNNFast: An Accelerator for Recurrent Neural Networks Using Domain-Wall Memory. - Mohammad Hossein Samavatian; Anys Bacha; Li Zhou 012; Radu Teodorescu (ACM J. Emerg. Technol. Comput. Syst., 2020)

Using Undervolting as an on-Device Defense Against Adversarial Machine Learning Attacks. - Saikat Majumdar; Mohammad Hossein Samavatian; Kristin Barber; Radu Teodorescu (HOST, 2021)

HASI: Hardware-Accelerated Stochastic Inference, A Defense Against Adversarial Machine Learning Attacks. - Mohammad Hossein Samavatian; Saikat Majumdar; Kristin Barber; Radu Teodorescu (CoRR, 2021)

Characterizing Side-Channel Leakage of DNN Classifiers though Performance Counters. - Saikat Majumdar; Mohammad Hossein Samavatian; Radu Teodorescu (HOST, 2022)

DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning. - Mohammad Hossein Samavatian; Saikat Majumdar; Kristin Barber; Radu Teodorescu (CoRR, 2022)