| 2026 | DATE | Late Breaking Results: ADC-FIST: ADC-Free In/Near-Sensor Stochastic Object Tracking. | Mehran Shoushtari Moghadam, Sepehr Tabrizchi, Ali Shafiee Sarvestani, Sercan Aygun, Arman Roohi, M. Hassan Najafi |
| 2026 | DATE | Late Breaking Results: DAIQUIRI: Dynamic Quantization with Layer-wise Sensitivity Ranking for Hardware-Efficient LLMs. | Tanha Tasfia, Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, M. Hassan Najafi, Sercan Aygun |
| 2026 | ISLPED | MITRA: Reconfigurable, Low-Latency, and Power-Efficient In-Memory Stochastic Architecture for Transcendental Functions. | Farzad Razi, Mehran Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel |
| 2025 | DAC | Comparison-Free Bit-Stream Generation for Cost-Efficient Unary Computing. | Faeze S. Banitaba, Amir Hossein Jalilvand, M. Hassan Najafi, Sercan Aygun |
| 2025 | DAC | Late Breaking Results: Automated Topology Generation for Power Amplifier Designs through BiLSTM-based DNN and Multi-objective Optimizations. | Lida Kouhalvandi, Sercan Aygun, M. Hassan Najafi, Arman Roohi |
| 2025 | DAC | All-in-Memory Stochastic Computing using ReRAM. | Joo Paulo C. de Lima, Mehran Shoushtari Moghadam, Sercan Aygun, Jernimo Castrilln, M. Hassan Najafi, Asif Ali Khan |
| 2025 | DAC | Late Breaking Results: On-the-Fly Hadamard Hypervector Processing for Efficient Hyperdimensional Computing. | Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Sabrina Hassan Moon, Ahmed Mamdouh Mohamed Ahmed, M. Hassan Najafi, Dayane Reis, Sercan Aygun |
| 2025 | DAC | In-Memory Arithmetic: Enabling Division with Stochastic Logic. | Farzad Razi, Mehran Shoushtari Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel |
| 2025 | FCCM | Breaking New Ground: Division Directly in Memory. | Farzad Razi, Mehran Shoushtari Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel |
| 2025 | ICCD | GAN-BiLSTM-HDC: A Hybrid Framework for Robust and Hardware-Efficient Malware Detection. | Emilien Meyer, Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Lida Kouhalvandi, Gourav Datta, Sercan Aygun, M. Hassan Najafi |
| 2025 | ISCAS | AMS-HD: Acute Mountain Sickness Detection with Hyperdimensional Computing. | Abu Kaisar Mohammad Masum, Reeti Pradhananga, Jonas I. Schmidt, Mehran Shoushtari Moghadam, M. Hassan Najafi, Bige D. Unluturk, Ulkuhan Guler, Sercan Aygun |
| 2025 | ISCAS | TRUE-BSG: A True Random Bit-Stream Generator for Fast and Efficient Stochastic Computing. | Mehran Shoushtari Moghadam, Shelby Williams, Abu Kaisar Mohammad Masum, M. Hassan Najafi, Sercan Aygun, Magdy A. Bayoumi |
| 2025 | ISLPED | ID-VS A: Independent and Dynamic Vector Symbolic Architecture for Energy-Efficient Edge Al. | Mehran Shoushtari Moghadam, Abu Kaisar Mohammad Masum, Sercan Aygun, M. Hassan Najafi |
| 2025 | ISLPED | Always-On Sensing in Energy-Harvested Systems via Stochastic Intermittent Computing. | Sepehr Tabrizchi, Mehran Moghadam, Ali Shafiee Sarvestani, Sercan Aygun, M. Hassan Najafi, Arman Roohi |
| 2025 | QCE | Quantum-Based Random Numbers: Entropy, Efficiency, and Practicality. | Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Lida Kouhalvandi, M. Hassan Najafi, Arman Roohi, Sercan Aygun |
| 2024 | ASPDAC | P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing. | Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, M. Hassan Najafi |
| 2024 | DAC | Late Breaking Results: TriSC: Low-Cost Design of Trigonometric Functions with Quasi Stochastic Computing. | Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi |
| 2024 | DATE | uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. | Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi |
| 2024 | ISLPED | All You Need is Unary: End-to-End Unary Bit-stream Processing in Hyperdimensional Computing. | Mehran Shoushtari Moghadam, Sercan Aygun, Faeze S. Banitaba, M. Hassan Najafi |
| 2023 | DATE | A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding. | Sercan Aygun, M. Hassan Najafi, Mohsen Imani |
| 2022 | DAC | A fast and low-cost comparison-free sorting engine with unary computing: late breaking results. | Amir Hossein Jalilvand, Seyedeh Newsha Estiri, Samaneh Naderi, M. Hassan Najafi, Mohsen Imani |
| 2022 | ICCAD | Sound Source Localization Using Stochastic Computing. | Peter Schober, Seyedeh Newsha Estiri, Sercan Aygun, Nima TaheriNejad, M. Hassan Najafi |
| 2022 | ICCD | Full Stack Parallel Online Hyperdimensional Regression on FPGA. | Hanning Chen, M. Hassan Najafi, Elaheh Sadredini, Mohsen Imani |
| 2021 | DAC | StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data. | Prathyush Poduval, Zhuowen Zou, M. Hassan Najafi, Houman Homayoun, Mohsen Imani |
| 2021 | DATE | A Low-Cost FSM-based Bit-Stream Generator for Low-Discrepancy Stochastic Computing. | Sina Asadi, M. Hassan Najafi, Mohsen Imani |
| 2021 | DATE | ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder. | Zhuowen Zou, Yeseong Kim, M. Hassan Najafi, Mohsen Imani |
| 2021 | ICCAD | CORLD: In-Stream Correlation Manipulation for Low-Discrepancy Stochastic Computing. | Sina Asadi, M. Hassan Najafi, Mohsen Imani |
| 2020 | DAC | Late Breaking Results: LDFSM: A Low-Cost Bit-Stream Generator for Low-Discrepancy Stochastic Computing. | Sina Asadi, M. Hassan Najafi |
| 2020 | DATE | SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing. | Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, M. Hassan Najafi, Tajana Rosing |
| 2020 | ISCAS | Exact In-Memory Multiplication Based on Deterministic Stochastic Computing. | Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad |
| 2020 | ISCAS | TaxoNN: A Light-Weight Accelerator for Deep Neural Network Training. | Reza Hojabr, Kamyar Givaki, Kossar Pourahmadi, Parsa Nooralinejad, Ahmad Khonsari, Dara Rahmati, M. Hassan Najafi |
| 2020 | ISCAS | Fuzzy-Logic using Unary Bit-Stream Processing. | Amir Hossein Jalilvand, M. Hassan Najafi, Mahdi Fazeli |
| 2020 | ISCAS | Energy-Efficient Pulse-Based Convolution for Near-Sensor Processing. | M. Hassan Najafi, S. Rasoul Faraji, Kia Bazargan, David J. Lilja |
| 2020 | ISCAS | Performing Stochastic Computation Deterministically. | M. Hassan Najafi, Devon Jenson, David J. Lilja, Marc D. Riedel |
| 2019 | DAC | SkippyNN: An Embedded Stochastic-Computing Accelerator for Convolutional Neural Networks. | Reza Hojabr, Kamyar Givaki, S. M. Reza Tayaranian, Parsa Esfahanian, Ahmad Khonsari, Dara Rahmati, M. Hassan Najafi |
| 2019 | DATE | Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing. | S. Rasoul Faraji, M. Hassan Najafi, Bingzhe Li, David J. Lilja, Kia Bazargan |
| 2018 | ICCAD | Deterministic methods for stochastic computing using low-discrepancy sequences. | M. Hassan Najafi, David J. Lilja, Marc D. Riedel |
| 2017 | ASPDAC | High-speed stochastic circuits using synchronous analog pulses. | M. Hassan Najafi, David J. Lilja |
| 2017 | ICCD | Power and Area Efficient Sorting Networks Using Unary Processing. | M. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan |
| 2016 | ASPDAC | Polysynchronous stochastic circuits. | M. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan |
| 2016 | FPGA | Using Stochastic Computing to Reduce the Hardware Requirements for a Restricted Boltzmann Machine Classifier. | Bingzhe Li, M. Hassan Najafi, David J. Lilja |
| 2015 | ICPADS | GPU-Accelerated Nick Local Image Thresholding Algorithm. | M. Hassan Najafi, Anirudh Murali, David J. Lilja, John Sartori |