| 2024 | DATE | Automated Optimization of Deep Neural Networks: Dynamic Bit-Width and Layer-Width Selection via Cluster-Based Parzen Estimation. | Seyedarmin Azizi, Mahdi Nazemi, Arash Fayyazi, Massoud Pedram |
| 2024 | ISLPED | PEANO-ViT: Power-Efficient Approximations of Non-Linearities in Vision Transformers. | Mohammad Erfan Sadeghi, Arash Fayyazi, Seyedarmin Azizi, Massoud Pedram |
| 2023 | ASPLOS | Better Than Worst-Case Decoding for Quantum Error Correction. | Gokul Subramanian Ravi, Jonathan M. Baker, Arash Fayyazi, Sophia Fuhui Lin, Ali Javadi-Abhari, Massoud Pedram, Frederic T. Chong |
| 2023 | DAC | Algorithms and Hardware for Efficient Processing of Logic-based Neural Networks. | Jingkai Hong, Arash Fayyazi, Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram |
| 2022 | ISLPED | Sparse Periodic Systolic Dataflow for Lowering Latency and Power Dissipation of Convolutional Neural Network Accelerators. | Jung Hwan Heo, Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram |
| 2021 | DATE | ESPRESSO-GPU: Blazingly Fast Two-Level Logic Minimization. | Hitarth Kanakia, Mahdi Nazemi, Arash Fayyazi, Massoud Pedram |
| 2021 | FCCM | NullaNet Tiny: Ultra-low-latency DNN Inference Through Fixed-function Combinational Logic. | Mahdi Nazemi, Arash Fayyazi, Amirhossein Esmaili, Atharva Khare, Soheil Nazar Shahsavani, Massoud Pedram |
| 2020 | ICCAD | SynergicLearning: Neural Network-Based Feature Extraction for Highly-Accurate Hyperdimensional Learning. | Mahdi Nazemi, Amirhossein Esmaili, Arash Fayyazi, Massoud Pedram |
| 2020 | ISLPED | HIPE-MAGIC: a technology-aware synthesis and mapping flow for highly parallel execution of memristor-aided LoGIC. | Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram |
| 2019 | DATE | Deep Learning-Based Circuit Recognition Using Sparse Mapping and Level-Dependent Decaying Sum Circuit Representations. | Arash Fayyazi, Soheil Shababi, Pierluigi Nuzzo, Shahin Nazarian, Massoud Pedram |
| 2019 | ICCD | qCG: A Low-Power Multi-Domain SFQ Logic Design and Verification Framework. | Shahin Nazarian, Arash Fayyazi, Massoud Pedram |
| 2016 | DATE | SEERAD: A high speed yet energy-efficient rounding-based approximate divider. | Reza Zendegani, Mehdi Kamal, Arash Fayyazi, Ali Afzali-Kusha, Saeed Safari, Massoud Pedram |