publications

2025

1. Neurocomputing

   A survey on self-supervised learning: Recent advances and open problems

   J. Zhang, L. Yang, S. M. Sajjadi Mohammadabadi, and 1 more author

   Neurocomputing, 2025

   Impact Factor: 6.5

   Bib

   @article{zhang2025survey,
     title = {A survey on self-supervised learning: Recent advances and open problems},
     author = {Zhang, J. and Yang, L. and Sajjadi Mohammadabadi, S. M. and Yan, F.},
     journal = {Neurocomputing},
     pages = {131409},
     year = {2025},
     note = {Impact Factor: 6.5}
   }

2. Electronics

   A Survey of Large Language Models: Evolution, Architectures, Adaptation, Benchmarking, Applications, Challenges, and Societal Implications

   S. M. Sajjadi Mohammadabadi, B. C. Kara, C. Eyupoglu, and 3 more authors

   Electronics, 2025

   Bib

   @article{sajjadi2025llm,
     title = {A Survey of Large Language Models: Evolution, Architectures, Adaptation, Benchmarking, Applications, Challenges, and Societal Implications},
     author = {Sajjadi Mohammadabadi, S. M. and Kara, B. C. and Eyupoglu, C. and Uzay, C. and Tosun, M. S. and Karaku{\c{s}}, O.},
     journal = {Electronics},
     volume = {14},
     number = {18},
     pages = {3580},
     year = {2025}
   }

3. GEI

   Advancing Electric Vehicle Ecosystems: A Survey of Generative Artificial Intelligence and Distributed Machine Learning Applications

   S. M. Sajjadi Mohammadabadi, A. K. Moghaddam, M. Entezami, and 4 more authors

   Global Energy Interconnection, Oct 2025

   Bib

   @article{sajjadi2025ev,
     title = {Advancing Electric Vehicle Ecosystems: A Survey of Generative Artificial Intelligence and Distributed Machine Learning Applications},
     author = {Sajjadi Mohammadabadi, S. M. and Moghaddam, A. K. and Entezami, M. and Seyedrezaei, M. and Charkhian, D. and Moghaddam, B. and Sasani, M.},
     journal = {Global Energy Interconnection},
     month = oct,
     year = {2025}
   }

4. Book

   Identification and Classification of Rheumatoid Arthritis Using Artificial Intelligence and Machine Learning

   S. M. Sajjadi Mohammadabadi and M. B. Peikani

   In Diagnosing Musculoskeletal Conditions Using Artificial Intelligence and Machine Learning to Aid Interpretation of Clinical Imaging, 2025

   Bib

   @incollection{sajjadi2025ra,
     title = {Identification and Classification of Rheumatoid Arthritis Using Artificial Intelligence and Machine Learning},
     author = {Sajjadi Mohammadabadi, S. M. and Peikani, M. B.},
     booktitle = {Diagnosing Musculoskeletal Conditions Using Artificial Intelligence and Machine Learning to Aid Interpretation of Clinical Imaging},
     publisher = {Academic Press},
     pages = {123--145},
     year = {2025}
   }

2024

1. ICDCS

   Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning

   S. M. Sajjadi Mohammadabadi, L. Yang, F. Yan, and 1 more author

   In IEEE International Conference on Distributed Computing Systems (ICDCS), Jul 2024

   Acceptance rate: 21.9%

   Bib

   @inproceedings{sajjadi2024icdcs,
     title = {Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning},
     author = {Sajjadi Mohammadabadi, S. M. and Yang, L. and Yan, F. and Zhang, J.},
     booktitle = {IEEE International Conference on Distributed Computing Systems (ICDCS)},
     month = jul,
     year = {2024},
     note = {Acceptance rate: 21.9\%}
   }

2. IoT-J

   Speed Up Federated Learning in Heterogeneous Environments: A Dynamic Tiering Approach

   S. M. Sajjadi Mohammadabadi, S. Zawad, F. Yan, and 1 more author

   IEEE Internet of Things Journal, 2024

   Impact Factor: 9.0

   Bib

   @article{sajjadi2024tiering,
     title = {Speed Up Federated Learning in Heterogeneous Environments: A Dynamic Tiering Approach},
     author = {Sajjadi Mohammadabadi, S. M. and Zawad, S. and Yan, F. and Yang, L.},
     journal = {IEEE Internet of Things Journal},
     year = {2024},
     note = {Impact Factor: 9.0}
   }

3. IJIN

   Generative Artificial Intelligence for Distributed Learning to Enhance Smart Grid Communication

   S. M. Sajjadi Mohammadabadi, M. Entezami, A. K. Moghaddam, and 2 more authors

   International Journal of Intelligent Networks, 2024

   Bib

   @article{sajjadi2024genai,
     title = {Generative Artificial Intelligence for Distributed Learning to Enhance Smart Grid Communication},
     author = {Sajjadi Mohammadabadi, S. M. and Entezami, M. and Moghaddam, A. K. and Orangian, M. and Nejadshamsi, S.},
     journal = {International Journal of Intelligent Networks},
     year = {2024}
   }

4. Book

   Examination of AI’s Role in Diagnosis, Treatment, and Patient Care

   S. M. Sajjadi Mohammadabadi, F. Seyedkhamoushi, M. Mostafavi, and 1 more author

   In Transforming Gender-Based Healthcare with AI and Machine Learning, 2024

   Bib

   @incollection{sajjadi2024aihealth,
     title = {Examination of {AI}'s Role in Diagnosis, Treatment, and Patient Care},
     author = {Sajjadi Mohammadabadi, S. M. and Seyedkhamoushi, F. and Mostafavi, M. and Peikani, M. B.},
     booktitle = {Transforming Gender-Based Healthcare with AI and Machine Learning},
     publisher = {CRC Press},
     volume = {1},
     pages = {221--238},
     year = {2024}
   }

5. ISGT

   Feature collusion attack on PMU data-driven event classification

   A. Ghasemkhani, R. Sanjeev Haridas, S. M. Sajjadi Mohammadabadi, and 1 more author

   In 2024 IEEE PES Innovative Smart Grid Technologies (ISGT), Feb 2024

   Bib

   @inproceedings{ghasemkhani2024isgt,
     title = {Feature collusion attack on {PMU} data-driven event classification},
     author = {Ghasemkhani, A. and Haridas, R. Sanjeev and Sajjadi Mohammadabadi, S. M. and Yang, L.},
     booktitle = {2024 IEEE PES Innovative Smart Grid Technologies (ISGT)},
     address = {Washington, DC, USA},
     month = feb,
     year = {2024}
   }

2023

1. PESGM

   Towards distributed learning of PMU data: A federated learning based event classification approach

   S. M. Sajjadi Mohammadabadi, Y. Liu, A. Canafe, and 1 more author

   In 2023 IEEE PES General Meeting, Jul 2023

   Bib

   @inproceedings{sajjadi2023pesgm,
     title = {Towards distributed learning of {PMU} data: A federated learning based event classification approach},
     author = {Sajjadi Mohammadabadi, S. M. and Liu, Y. and Canafe, A. and Yang, L.},
     booktitle = {2023 IEEE PES General Meeting},
     address = {Orlando, FL, USA},
     month = jul,
     year = {2023}
   }

2014

1. ICITMCC

   Simultaneous Learning and State Estimation in Repeated Matrix Games

   S. M. Sajjadi Mohammadabadi, M. Nili, and H. Kebriaei

   In 4th International Conference on Information Technology Management, Communication and Computer, 2014

   Bib

   @inproceedings{sajjadi2014matrix,
     title = {Simultaneous Learning and State Estimation in Repeated Matrix Games},
     author = {Sajjadi Mohammadabadi, S. M. and Nili, M. and Kebriaei, H.},
     booktitle = {4th International Conference on Information Technology Management, Communication and Computer},
     address = {Tehran, Iran},
     pages = {298--301},
     year = {2014}
   }