Ali Azarpeyvand

40 papers B 1C 6Misc 2Journal 21Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
ClearCache: configurable, lightweight, and accurate cache side-channel attack detection.
J. Supercomput.
Ali Azarpeyvand, Gert Jervan, Tara Ghasempouri
2026 J jnl
HAWX: A Hardware-Aware FrameWork for Fast and Scalable ApproXimation of DNNs.
CoRR
Samira Nazari, Mohammad Saeed Almasi, Mahdi Taheri, Ali Azarpeyvand, Ali Mokhtari, Ali Mahani, Christian Herglotz
2026 J jnl
Mix-and-Match Pruning: Globally Guided Layer-Wise Sparsification of DNNs.
CoRR
Danial Monachan, Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Milos Krstic, Michael Hübner, Christian Herglotz
2026 J jnl
RESQ: A Unified Framework for REliability- and Security Enhancement of Quantized Deep Neural Networks.
CoRR
Ali Soltan Mohammadi, Samira Nazari, Ali Azarpeyvand, Mahdi Taheri, Milos Krstic, Michael Hübner, Christian Herglotz, Tara Ghasempouri
2026 — conf
RESQ: A Unified Framework for ReLiability- and SEcurity Enhancement of Quantized Deep Neural Networks.
LATS
Ali Soltan Mohammadi, Samira Nazari, Ali Azarpeyvand, Mahdi Taheri, Milos Krstic, Michael Hübner, Christian Herglotz, Tara Ghasempouri
2025 Misc conf
A Double Approximate Neural Hardware Accelerator.
CSICC
Samira Nazari, Ali Azarpeyvand, Tara Ghasempouri
2025 — conf
GENIE: GENetIc Algorithm-Based REliability Assessment Methodology for Deep Neural Networks.
ICCAI
Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Mohsen Afsharchi, Christian Herglotz, Maksim Jenihhin
2025 J jnl
Integrating Pruning with Quantization for Efficient Deep Neural Networks Compression.
CoRR
Sara Makenali, Babak Rokh, Ali Azarpeyvand
2025 J jnl
Reliability-Aware Hyperparameter Optimization for ANN-to-SNN Conversion.
WiPiEC Journal
Saeed Sharifian Moghimi Moghaddam, Mahdi Taheri, Vahid Rashtchi, Ali Azarpeyvand, Christian Herglotz, Maksim Jenihhin
2025 — conf
Reliability-Aware Performance Optimization of DNN HW Accelerators Through Heterogeneous Quantization.
LATS
Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Mohsen Afsharchi, Christian Herglotz, Maksim Jenihhin
2025 C conf
SHIELD: PSO-Based Hardware Trojan Detection for Efficient and Low-Cost Defense.
IOLTS
Mostafa Hosseini, Ali Azarpeyvand, Mahdi Taheri, Tara Ghasempouri, Maksim Jenihhin
2025 — conf
Special Session Paper: Application of Functional Verification Techniques in Hardware Trust.
DFT
Mohammad Reza Heidari Iman, Rolf Drechsler, Chandan Kumar Jha, Ali Azarpeyvand, Tara Ghasempouri, Sharjeel Imtiaz, Jaan Raik, Samuele Germiniani, Daniele Nicoletti, Graziano Pravadelli, Giorgio Di Natale
2025 — conf
SynAssert: Automated Synthesis of CSCA Leakage Patterns into Cost-Effective Security Assertions.
ISVLSI
Ali Azarpeyvand, Mohammad Eslami, Gert Jervan, Jaan Raik, Tara Ghasempouri
2024 B conf
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators.
ETS
Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin
2024 J jnl
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators.
CoRR
Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin
2024 C conf
Automatic High Functional Coverage Stimuli Generation for Assertion-based Verification.
IOLTS
Hossein Rostami, Mostafa Hosseini, Ali Azarpeyvand, Mohammad Reza Heidari Iman, Tara Ghasempouri
2024 — conf
FORTUNE: A Negative Memory Overhead Hardware-Agnostic Fault TOleRance TechniqUe in DNNs.
ATS
Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Mohsen Afsharchi, Tara Ghasempouri, Christian Herglotz, Masoud Daneshtalab, Maksim Jenihhin
2024 — conf
PATROL: An Evolutionary APproach to Automatic Test Pattern Generation for Hardware TROjan Detection Leveraging PSO-GA Hybrid Techniques.
ATS
Mostafa Hosseini, Ali Azarpeyvand, Tara Ghasempouri
2024 J jnl
Parallel chaos-based image encryption algorithm: high-level synthesis and FPGA implementation.
J. Supercomput.
Saeed Sharifian Moghimi Moghaddam, Vahid Rashtchi, Ali Azarpeyvand
2024 J jnl
Publisher Correction: Parallel chaos-based image encryption algorithm: high-level synthesis and FPGA implementation.
J. Supercomput.
Saeed Sharifian Moghimi Moghaddam, Vahid Rashtchi, Ali Azarpeyvand
2024 — conf
Zero-Memory-Overhead Clipping-Based Fault Tolerance for LSTM Deep Neural Networks.
DFT
Bahram Parchekani, Samira Nazari, Mohammad Hasan Ahmadilivani, Ali Azarpeyvand, Jaan Raik, Tara Ghasempouri, Masoud Daneshtalab
2023 J jnl
A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification.
ACM Trans. Intell. Syst. Technol.
Babak Rokh, Ali Azarpeyvand, Alireza Khanteymoori
2023 J jnl
Propounding First Artificial Intelligence Approach for Predicting Robbery Behavior Potential in an Indoor Security Camera.
IEEE Access
Shima Pouyan, Mostafa Charmi, Ali Azarpeyvand, Hossein Hassanpoor
2022 J jnl
A Comprehensive Survey on Model Quantization for Deep Neural Networks.
CoRR
Babak Rokh, Ali Azarpeyvand, Alireza Khanteymoori
2022 J jnl
Data-Driven and Knowledge-Based Algorithms for Gene Network Reconstruction on High-Dimensional Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
Omid Abbaszadeh, Ali Azarpeyvand, Alireza Khanteymoori, Abbas Bahari
2022 J jnl
Logarithm-approximate floating-point multiplier.
Microelectron. J.
Samaneh Rezaei, Reza Omidi, Ali Azarpeyvand
2021 Misc conf
Significantly improving human detection in low-resolution images by retraining YOLOv3.
CSICC
Shima Pouyan, Mostafa Charmi, Ali Azarpeyvand, Hossein Hassanpoor
2018 J jnl
Code Acceleration Using Memristor-Based Approximate Matrix Multiplier: Application to Convolutional Neural Networks.
IEEE Trans. Very Large Scale Integr. Syst.
Mohsen Nourazar, Vahid Rashtchi, Ali Azarpeyvand, Farshad Merrikh-Bayat
2018 J jnl
Vulnerability Analysis of Adder Architectures Considering Design and Synthesis Constraints.
J. Electron. Test.
Mostafa E. Salehi, Ali Azarpeyvand, Armin Hajaboutalebi Aboutalebi
2016 — conf
An ultra-fast multi-objective optimization algorithm for VLIW architecture.
EWDTS
Samira Nazari, Maryam Hassani, Ali Azarpeyvand
2016 J jnl
Fast and accurate architectural vulnerability analysis for embedded processors using Instruction Vulnerability Factor.
Microprocess. Microsystems
Ali Azarpeyvand, Mostafa E. Salehi, Seid Mehdi Fakhraie, Saeed Safari
2016 J jnl
Reliability aware throughput management of chip multi-processor architecture via thread migration.
J. Supercomput.
Fatemeh Pouyan, Ali Azarpeyvand, Saeed Safari, Sied Mehdi Fakhraie
2015 J jnl
Reliability-aware simultaneous multithreaded architecture using online architectural vulnerability factor estimation.
IET Comput. Digit. Tech.
Fatemeh Pouyan, Ali Azarpeyvand, Saeed Safari, Sied Mehdi Fakhraie
2014 J jnl
An analytical method for reliability aware instruction set extension.
J. Supercomput.
Ali Azarpeyvand, Mostafa E. Salehi, Sied Mehdi Fakhraie
2013 C conf
Reliability-aware cross-layer custom instruction screening.
DDECS
Bahareh J. Farahani, Ali Azarpeyvand, Saeed Safari, Seid Mehdi Fakhraie
2012 J jnl
Adaptive fault-tolerant DVFS with dynamic online AVF prediction.
Microelectron. Reliab.
Farshad Firouzi, Ali Azarpeyvand, Mostafa E. Salehi, Sied Mehdi Fakhraie
2012 C conf
CIVA: Custom instruction vulnerability analysis framework.
DDECS
Ali Azarpeyvand, Mostafa E. Salehi, Seid Mehdi Fakhraie
2012 C conf
Vulnerability Analysis for Custom Instructions.
DSD
Ali Azarpeyvand, Mostafa E. Salehi, Sied Mehdi Fakhraie
2010 C conf
Instruction reliability analysis for embedded processors.
DDECS
Ali Azarpeyvand, Mostafa E. Salehi, Farshad Firouzi, Amir Yazdanbakhsh, Sied Mehdi Fakhraie
2000 — conf
A novel architecture for sine-output direct digital frequency synthesizers using parabolic approximation.
ICECS
Amir M. Sodagar, G. Roientan Lahiji, Ali Azarpeyvand