Mohammadreza Mohammadi

41 papers A* 1A 1B 1C 6Misc 1Journal 20Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	C	`conf`	Communication-Efficient Federated Learning Framework for Autonomous Vehicles. ICCE Sima Sinaei, Mohammadreza Mohammadi, Mina Alibeigi
2025	J	`jnl`	A Random Deep Feature Selection Approach to Mitigate Transferable Adversarial Attacks. IEEE Trans. Netw. Serv. Manag. Ehsan Nowroozi, Mohammadreza Mohammadi, Ahmad Rahdari, Rahim Taheri, Mauro Conti
2025	J	`jnl`	A Survey on Privacy and Security in Distributed Cloud Computing: Exploring Federated Learning and Beyond. IEEE Open J. Commun. Soc. Ahmad Rahdari, Elham Keshavarz, Ehsan Nowroozi, Rahim Taheri, Mehrdad Hajizadeh, Mohammadreza Mohammadi, Sima Sinaei, Thomas Bauschert
2025	—	`conf`	CrossNAS: A Cross-Layer Neural Architecture Search Framework for PIM Systems. ACM Great Lakes Symposium on VLSI Md Hasibul Amin, Mohammadreza Mohammadi, Jason D. Bakos, Ramtin Zand
2025	J	`jnl`	CrossNAS: A Cross-Layer Neural Architecture Search Framework for PIM Systems. CoRR Md Hasibul Amin, Mohammadreza Mohammadi, Jason D. Bakos, Ramtin Zand
2025	—	`conf`	Multi-Modal Vision at the Edge: Toward Low-Latency Perception for Autonomous Systems. COINS Lily Lamb, Mohammadreza Mohammadi, Ramtin Zand
2025	—	`conf`	PixelPrune: Optimizing AIoT Vision Systems via In-Sensor Segmentation and Adaptive Data Transfer. ACM Great Lakes Symposium on VLSI Mohammadreza Mohammadi, Mehrdad Morsali, Sepehr Tabrizchi, Brendan Reidy, Arman Roohi, Shaahin Angizi, Ramtin Zand
2025	B	`conf`	Privacy Enhancing Federated Learning for Predicting Energy Consumption in Smart Buildings. IJCNN Sima Sinaei, Mohammadreza Mohammadi, David Eklund, Henrik Abrahamsson
2024	J	`jnl`	An explainable machine learning-based approach for analyzing customers' online data to identify the importance of product attributes. CoRR Aigin Karimzadeh, Amir Zakery, Mohammadreza Mohammadi, Ali Yavari
2024	J	`jnl`	Anomaly detection based on LSTM and autoencoders using federated learning in smart electric grid. J. Parallel Distributed Comput. Rakesh Shrestha, Mohammadreza Mohammadi, Sima Sinaei, Alberto Salcines, David Pampliega, Raul Clemente, Ana Lourdes Sanz, Ehsan Nowroozi, Anders Lindgren
2024	C	`conf`	Edge-Centric Real-Time Segmentation for Autonomous Underwater Cave Exploration. ICMLA Mohammadreza Mohammadi, Adnan Abdullah, Aishneet Juneja, Ioannis M. Rekleitis, Md Jahidul Islam, Ramtin Zand
2024	A*	`conf`	HiRISE: High-Resolution Image Scaling for Edge ML via In-Sensor Compression and Selective ROI. DAC Brendan Reidy, Sepehr Tabrizchi, Mohammadreza Mohammadi, Shaahin Angizi, Arman Roohi, Ramtin Zand
2024	—	`conf`	Integrating Federated Learning and Differential Privacy for Secure Anomaly Detection in Smart Grids. ICCBDC Mohammadreza Mohammadi, Rakesh Shrestha, Sima Sinaei
2024	—	`conf`	Multi-Objective Neural Architecture Search for In-Memory Computing. ISVLSI Md Hasibul Amin, Mohammadreza Mohammadi, Ramtin Zand
2024	J	`jnl`	Multi-Objective Neural Architecture Search for In-Memory Computing. CoRR Md Hasibul Amin, Mohammadreza Mohammadi, Ramtin Zand
2024	C	`conf`	PRIV-DRIVE: Privacy-Ensured Federated Learning using Homomorphic Encryption for Driver Fatigue Detection. DSD Sima Sinaei, Mohammadreza Mohammadi, Rakesh Shrestha, Mina Alibeigi, David Eklund
2024	J	`jnl`	Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators. CoRR Heath Smith, James Seekings, Mohammadreza Mohammadi, Ramtin Zand
2024	J	`jnl`	Resisting Deep Learning Models Against Adversarial Attack Transferability via Feature Randomization. IEEE Trans. Serv. Comput. Ehsan Nowroozi, Mohammadreza Mohammadi, Pargol Golmohammadi, Yassine Mekdad, Mauro Conti, A. Selcuk Uluagac
2024	—	`conf`	Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware. ICONS James Seekings, Peyton Chandarana, Mahsa Ardakani, Mohammadreza Mohammadi, Ramtin Zand
2024	J	`jnl`	Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware. CoRR James Seekings, Peyton Chandarana, Mahsa Ardakani, Mohammadreza Mohammadi, Ramtin Zand
2023	J	`jnl`	An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework. IEEE Trans. Netw. Serv. Manag. Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti
2023	J	`jnl`	An Unsupervised Learning Approach for Wayside Train Wheel Flat Detection. Sensors Mohammadreza Mohammadi, Araliya Mosleh, Cecília Vale, Diogo Ribeiro, Pedro Aires Montenegro, Andreia Meixedo
2023	—	`conf`	Anomaly Detection Using LSTM-Autoencoder in Smart Grid: A Federated Learning Approach. ICCBDC Mohammadreza Mohammadi, Rakesh Shrestha, Sima Sinaei, Alberto Salcines, David Pampliega, Raul Clemente, Ana Lourdes Sanz
2023	C	`conf`	Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition. FedCSIS Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei, Ali Balador, Ehsan Nowroozi, Francesco Flammini, Mauro Conti
2023	C	`conf`	Caveline Detection at the Edge for Autonomous Underwater Cave Exploration and Mapping. ICMLA Mohammadreza Mohammadi, Sheng-En Huang, Titon Barua, Ioannis M. Rekleitis, Md Jahidul Islam, Ramtin Zand
2023	J	`jnl`	Employing Deep Ensemble Learning for Improving the Security of Computer Networks Against Adversarial Attacks. IEEE Trans. Netw. Serv. Manag. Ehsan Nowroozi, Mohammadreza Mohammadi, Erkay Savas, Yassine Mekdad, Mauro Conti
2023	—	`conf`	Facial Expression Recognition at the Edge: CPU vs GPU vs VPU vs TPU. ACM Great Lakes Symposium on VLSI Mohammadreza Mohammadi, Heath Smith, Lareb Khan, Ramtin Zand
2023	J	`jnl`	Facial Expression Recognition at the Edge: CPU vs GPU vs VPU vs TPU. CoRR Mohammadreza Mohammadi, Heath Smith, Lareb Khan, Ramtin Zand
2023	—	`conf`	Hyperparameters Optimization for Federated Learning System: Speech Emotion Recognition Case Study. FMEC Kateryna Mishchenko, Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei
2023	J	`jnl`	Improving transfer entropy and partial transfer entropy for relative detection of effective connectivity strength between time series. Commun. Nonlinear Sci. Numer. Simul. Ali Ekhlasi, Ali Motie Nasrabadi, Mohammadreza Mohammadi
2023	Misc	`conf`	Privacy-preserving Federated Learning System for Fatigue Detection. CSR Mohammadreza Mohammadi, Roberto Allocca, David Eklund, Rakesh Shrestha, Sima Sinaei
2023	C	`conf`	Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators. ICMLA Heath Smith, James Seekings, Mohammadreza Mohammadi, Ramtin Zand
2023	A	`conf`	Work in Progress: Real-time Transformer Inference on Edge AI Accelerators. RTAS Brendan Reidy, Mohammadreza Mohammadi, Mohammed E. Elbtity, Heath Smith, Ramtin Zand
2022	J	`jnl`	An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework. CoRR Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti
2022	—	`conf`	Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware. IGSC Peyton Chandarana, Mohammadreza Mohammadi, James Seekings, Ramtin Zand
2022	J	`jnl`	Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware. CoRR Peyton Chandarana, Mohammadreza Mohammadi, James Seekings, Ramtin Zand
2022	—	`conf`	MRAM-based Analog Sigmoid Function for In-memory Computing. ACM Great Lakes Symposium on VLSI Md Hasibul Amin, Mohammed E. Elbtity, Mohammadreza Mohammadi, Ramtin Zand
2022	J	`jnl`	MRAM-based Analog Sigmoid Function for In-memory Computing. CoRR Md Hasibul Amin, Mohammed E. Elbtity, Mohammadreza Mohammadi, Ramtin Zand
2022	J	`jnl`	Resisting Deep Learning Models Against Adversarial Attack Transferability via Feature Randomization. CoRR Ehsan Nowroozi, Mohammadreza Mohammadi, Pargol Golmohammadi, Yassine Mekdad, Mauro Conti, A. Selcuk Uluagac
2022	J	`jnl`	SPRITZ-1.5C: Employing Deep Ensemble Learning for Improving the Security of Computer Networks against Adversarial Attacks. CoRR Ehsan Nowroozi, Mohammadreza Mohammadi, Erkay Savas, Mauro Conti, Yassine Mekdad
2022	J	`jnl`	Static hand gesture recognition for American sign language using neuromorphic hardware. Neuromorph. Comput. Eng. Mohammadreza Mohammadi, Peyton Chandarana, James Seekings, Sara Hendrix, Ramtin Zand