Shirin Tahmasebi

I am an ML engineer and PhD researcher working on the design of reliable and responsible LLM-based systems.

  • PureBiasoMeter: Decoupling Popularity Bias from User Fairness in LLM-Based Recommender Systems Paper
    Shirin Tahmasebi, Muhammad Hamad, Amir H. Payberah, and Mihhail Matskin
    Recommender Systems for Sustainability and Social Good (RecSoGood), co-located with RecSys, 2025
  • Fact vs. Fiction: Are the Reportedly “Magical” LLM-Based Recommenders Reproducible? Paper Code
    Shirin Tahmasebi, Narjes Nikzad, Payberah Amir H., Meysam Asgari-chenaghlu, Mihhail Matskin
    European Conference on Information Retrieval (ECIR), 2025
  • ReSQue: REcommending SQL QUEries Using Transformers Code
    Shirin Tahmasebi, Amir H. Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin
    ACM RecSys Workshop on Context-Aware Recommender Systems (CARS), 2023
  • TranSQL: A Transformer-based Model for Classifying SQL Queries Paper Code
    Shirin Tahmasebi, Amir H. Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin
    The IEEE International Conference on Machine Learning and Applications (ICMLA), 2022
  • A Survey of Big Data Pipeline Orchestration Tools from the Perspective of the DataCloud Project Paper
    Mihhail Matskin, Shirin Tahmasebi, Amirhossein Layegh, Amir H. Payberah, Aleena Thomas, Nikolay Nikolov, Dumitru Roman
    The International Conference on Data Analytics and Management in Data-Intensive Domains (DAMDID), 2021
  • SYNCOP: An Evolutionary Multi-Objective Placement of SDN Controllers for Optimizing Cost and Network Performance in WSNs Paper Code
    Shirin Tahmasebi, Nayereh Rasouli, Amir Hossein Kashefi, Elmira Rezabeik, Hamid Faragardi
    Elsevier Computer Networks, 2021
  • Cuckoo-PC: An Evolutionary Synchronization-Aware Placement of SDN Controllers for Optimizing the Network Performance in WSNs Paper Code
    Shirin Tahmasebi, Mohadeseh Safi, Somayeh Zolfi, Mohammad Maghsoudi, Hamid Faragardi, Hossein Fotouhi
    MDPI Sensors, 2020
  • A Scalable Architecture for Monitoring IoT Devices Using Ethereum and Fog Computing Paper Code
    Shirin Tahmasebi, Jafar Habibi, Abolhassan Shamsaie
    4th International Conference on Smart City, Internet of Things and Applications (SCIOT), 2020
  • A Quantum-annealing-based Approach to Optimize the Deployment Cost of a Multi-sink Multi-controller WSN Paper Code
    Reihaneh Nikouei, Nayereh Rasouli, Shirin Tahmasebi, Somayeh Zolfi, Hamid Faragardi, Hossein Fotouhi
    Elsevier Procedia Computer Science, 2019