| 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 | ECCV | Memory-Efficient Vision Transformers: An Activation-Aware Mixed-Rank Compression Strategy. | Seyedarmin Azizi, Mahdi Nazemi, Massoud Pedram |
| 2023 | DAC | Algorithms and Hardware for Efficient Processing of Logic-based Neural Networks. | Jingkai Hong, Arash Fayyazi, Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram |
| 2021 | ASPDAC | DNR: A Tunable Robust Pruning Framework Through Dynamic Network Rewiring of DNNs. | Souvik Kundu, Mahdi Nazemi, Peter A. Beerel, 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 |
| 2021 | ICCAD | Heuristics for Million-scale Two-level Logic Minimization. | Mahdi Nazemi, Hitarth Kanakia, Massoud Pedram |
| 2020 | ICCAD | SynergicLearning: Neural Network-Based Feature Extraction for Highly-Accurate Hyperdimensional Learning. | Mahdi Nazemi, Amirhossein Esmaili, Arash Fayyazi, Massoud Pedram |
| 2019 | ASPDAC | Modeling processor idle times in MPSoC platforms to enable integrated DPM, DVFS, and task scheduling subject to a hard deadline. | Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram |
| 2019 | ASPDAC | Energy-efficient, low-latency realization of neural networks through boolean logic minimization. | Mahdi Nazemi, Ghasem Pasandi, Massoud Pedram |
| 2018 | DATE | FFT-based deep learning deployment in embedded systems. | Sheng Lin, Ning Liu, Mahdi Nazemi, Hongjia Li, Caiwen Ding, Yanzhi Wang, Massoud Pedram |
| 2018 | ISLPED | Deploying Customized Data Representation and Approximate Computing in Machine Learning Applications. | Mahdi Nazemi, Massoud Pedram |
| 2015 | ISLPED | ThermTap: An online power analyzer and thermal simulator for Android devices. | Mohammad Javad Dousti, Majid Ghasemi-Gol, Mahdi Nazemi, Massoud Pedram |