| 2025 | RAID | PRIV-HFL: Privacy-Preserving and Robust Federated Learning for Heterogeneous Clients Against Data Reconstruction Attacks. | Mohammadreza Najafi, Hooman Alavizadeh, Ahmad Salehi Shahraki, A. S. M. Kayes, Wenny Rahayu |
| 2025 | WoWMoM | Poster: Integration of Wearable and Affective Computing via Abstraction and Decision Fusion Architecture. | Mohammadreza Najafi, Mohammad K. Fallah, Saeid Gorgin, Ghassem Jaberipur, Jeong-A Lee |
| 2023 | ACSSC | MSDF-SVM: Advantage of Most Significant Digit First Arithmetic for SVM Realization. | Saeid Gorgin, Mohammadreza Najafi, Mohammad H. Golamrezaei, Jeong-A Lee, Milos D. Ercegovac |
| 2018 | ICDE | A Scalable Circular Pipeline Design for Multi-Way Stream Joins in Hardware. | Mohammadreza Najafi, Mohammad Sadoghi, Hans-Arno Jacobsen |
| 2017 | ICDCS | Hardware Acceleration Landscape for Distributed Real-Time Analytics: Virtues and Limitations. | Mohammadreza Najafi, Kaiwen Zhang, Mohammad Sadoghi, Hans-Arno Jacobsen |
| 2016 | USENIX | SplitJoin: A Scalable, Low-latency Stream Join Architecture with Adjustable Ordering Precision. | Mohammadreza Najafi, Mohammad Sadoghi, Hans-Arno Jacobsen |
| 2015 | ICDE | Configurable hardware-based streaming architecture using Online Programmable-Blocks. | Mohammadreza Najafi, Mohammad Sadoghi, Hans-Arno Jacobsen |
| 2012 | DSD | Soft Error Analysis on Communication Channels in On-Chip Communication Networks. | Mohammadreza Najafi, Saeed Safari, Zainalabedin Navabi |