AA
Ali Azarpeyvand
cs.LGcs.ARcs.AIAlgorithmscs.CVcs.NAcs.NECUDAGene regulatory networkGene Regulatory Networks
On Valency
published · living versionsW_pqeemcb2·v1 · currentpublished
MRUD: Maximally Redundant Unsigned Digit Number Systems for High-Performance Arithmetic Units
with Samaneh Rahimi
1 version
Preprints & journals
10 papers in the corpus · 2018–2026REQAP: Resilient Weight Packing and Quantization for Edge DNN Acceleration2609.17555v1 · Mahdi Taheri, Samira Nazari, Mubassher Ansari et al.2026 · 0 citationsarXiv
CoG-Guided Weight Correction for Fault-Tolerant Deep Neural Networks2607.15753v1 · Bahram Parchekani, Samira Nazari, Ali Azarpeyvand et al.2026 · 0 citationsarXiv
Mix-and-Match Pruning: Globally Guided Layer-Wise Sparsification of DNNs2603.20280v1 · Danial Monachan, Samira Nazari, Mahdi Taheri et al.2026 · 0 citationsarXiv
RESQ: A Unified Framework for REliability- and Security Enhancement of Quantized Deep Neural Networks2603.15413v1 · Ali Soltan Mohammadi, Samira Nazari, Ali Azarpeyvand et al.2026 · 1 citationarXiv
HAWX: A Hardware-Aware FrameWork for Fast and Scalable ApproXimation of DNNs2602.16336v2 · Samira Nazari, Mohammad Saeed Almasi, Mahdi Taheri et al.2026 · 0 citationsarXiv
Integrating Pruning with Quantization for Efficient Deep Neural Networks Compression2509.04244v1 · Sara Makenali, Babak Rokh, Ali Azarpeyvand2025 · 0 citationsarXiv
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators2403.02936v1 · Mahdi Taheri, Natalia Cherezova, Samira Nazari et al.2024 · 13 citationsarXiv
A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification2205.07877v5 · Babak Rokh, Ali Azarpeyvand, Alireza Khanteymoori2022 · 235 citationsACM Transactions on Intelligent Systems and Technology 14.6 (2023) 1-50
Data-Driven and Knowledge-Based Algorithms for Gene Network Reconstruction on High-Dimensional Data.33119511 · Abbaszadeh, Omid, Azarpeyvand, Ali, Khanteymoori, Alireza et al.2022 · 9 citationsIEEE/ACM transactions on computational biology and bioinformatics. 2022;19(3):1545-1557
Parallel Algorithms for Inferring Gene Regulatory Networks: A Review.30386172 · Abbaszadeh, Omid, Khanteymoori, Ali Reza, Azarpeyvand, Ali2024 · 9 citationsCurrent genomics. 2018;19(7):603-614
Career total: 62 works. 10 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.