| 2025 | IJCNN | Privacy Enhancing Federated Learning for Predicting Energy Consumption in Smart Buildings. | Sima Sinaei, Mohammadreza Mohammadi, David Eklund, Henrik Abrahamsson |
| 2024 | DSD | PRIV-DRIVE: Privacy-Ensured Federated Learning using Homomorphic Encryption for Driver Fatigue Detection. | Sima Sinaei, Mohammadreza Mohammadi, Rakesh Shrestha, Mina Alibeigi, David Eklund |
| 2023 | COMPSAC | Optimized Paillier Homomorphic Encryption in Federated Learning for Speech Emotion Recognition. | Samaneh Mohammadi, Sima Sinaei, Ali Balador, Francesco Flammini |
| 2023 | FedCSIS | Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition. | Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei, Ali Balador, Ehsan Nowroozi, Francesco Flammini, Mauro Conti |
| 2023 | ISPEC | Secure and Efficient Federated Learning by Combining Homomorphic Encryption and Gradient Pruning in Speech Emotion Recognition. | Samaneh Mohammadi, Sima Sinaei, Ali Balador, Francesco Flammini |
| 2021 | IJCNN | RoCo-NAS: Robust and Compact Neural Architecture Search. | Vahid Geraeinejad, Sima Sinaei, Mehdi Modarressi, Masoud Daneshtalab |
| 2021 | ISCAS | ELC-ECG: Efficient LSTM Cell for ECG Classification Based on Quantized Architecture. | Seyed Ahmad Mirsalari, Najmeh Nazari, Seyed Ali Ansarmohammadi, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab |
| 2020 | ISCAS | MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG Signal Classification. | Seyed Ahmad Mirsalari, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab |
| 2020 | PDP | Multi-level Binarized LSTM in EEG Classification for Wearable Devices. | Najmeh Nazari, Seyed Ahmad Mirsalari, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab |
| 2019 | ICANN | NeuroPower: Designing Energy Efficient Convolutional Neural Network Architecture for Embedded Systems. | Mohammad Loni, Ali Zoljodi, Sima Sinaei, Masoud Daneshtalab, Mikael Sjdin |
| 2018 | DSD | Run-time Mapping Algorithm for Dynamic Workloads on Heterogeneous MPSoCs Platforms. | Sima Sinaei, Omid Fatemi |
| 2016 | PDP | Novel Heuristic Mapping Algorithms for Design Space Exploration of Multiprocessor Embedded Architectures. | Sima Sinaei, Omid Fatemi |