Publications

Journal article (1)

DASS: Differentiable Architecture Search for Sparse Neural Networks (Sep 2023)
Seyedhamidreza Mousavi, Mohammad Loni, Mina Alibeigi , Masoud Daneshtalab
ACM Transactions on Embedded Computing Systems (TECS 2024)

Conference/Workshop Paper (8)

Cost-Effective Fault Tolerance for CNNs Using Parameter Vulnerability Based Hardening and Pruning
Mohammad Ahmadilivani , Seyedhamidreza Mousavi, Jaan Raik , Masoud Daneshtalab, Maksim Jenihhin
30th IEEE International Symposium on On-Line Testing and Robust System Design (IOLTS'24)

Efficient On-device Transfer Learning using Activation Memory Reduction (Sep 2023)
Amin Yoosefi , Seyedhamidreza Mousavi, Masoud Daneshtalab, Mehdi Kargahi
International Conference on Fog and Mobile Edge Computing (FMEC)

DASS: Differentiable Architecture Search for Sparse Neural Networks (Sep 2023)
Seyedhamidreza Mousavi, Mohammad Loni, Mina Alibeigi , Masoud Daneshtalab
EMBEDDED SYSTEMS WEEK (ESWEEK 2023)

FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness
Seyedhamidreza Mousavi, Masoud Daneshtalab, Seyedali Mousavi
Advances in Databases and Information Systems (ADBIS 2023)

Analysing robustness of tiny deep neural networks
Seyedhamidreza Mousavi, Ali Zoljodi, Masoud Daneshtalab
Advances in Databases and Information Systems (ADBIS 2023)

Stealthy Attack on Algorithmic-Protected DNNs via Smart Bit Flipping (Apr 2022)
Seyedhamidreza Mousavi
International Symposium on Quality Electronic Design (ISQED)

TAS:Ternarized Neural Architecture Search for Resource-Constrained Edge Devices (Mar 2022)
Mohammad Loni, Seyedhamidreza Mousavi, Mohammad Riazati, Masoud Daneshtalab, Mikael Sjödin
Design, Automation and Test in Europe Conference (DATE'22)

Aadam: A Fast, Accurate, and Versatile Aging-Aware Cell Library Delay Model using Feed-Forward Neural Network (Nov 2020)
Seyedhamidreza Mousavi
IEEE/ACM International Conference On Computer Aided Design (ICCAD 2020)