publications

Selected publications and research papers.

2026

  1. Canadian AI
    Multi-Objective Reference-Aligned Machine Unlearning
    Rasa Khosrowshahli, Stephen Asobiela, Beatrice Ombuki-Berman, and 1 more author
    Accepted as a short paper at Canadian AI 2026. , 2026
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2025

  1. Sci. Rep.
    Enhancing image retrieval through optimal barcode representation
    R. Khosrowshahli, F. Kheiri, A. Asilian Bidgoli, and 3 more authors
    Scientific Reports, 2025
  2. arXiv
    A Novel Structure-Agnostic Multi-Objective Approach for Weight-Sharing Compression in Deep Neural Networks
    R. Khosrowshahli, S. Rahnamayan, and B. Ombuki-Berman
    2025
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  3. Swarm Evol. Comput.
    Population-level center-based sampling for meta-heuristic algorithms
    R. Khosrowshahli, S. Rahnamayan, A. Ibrahim, and 2 more authors
    Swarm and Evolutionary Computation, 2025

2024

  1. CCECE
    Massive dimensions reduction and hybridization with meta-heuristics in deep learning
    R. Khosrowshahli, S. Rahnamayan, and B. Ombuki-Berman
    In 2024 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 2024

2023

  1. CEC
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    Block Differential Evolution
    Rasa Khosrowshahli and Shahryar Rahnamayan
    In 2023 IEEE Congress on Evolutionary Computation (CEC), 2023
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    0 Google Scholar citations
  2. SSCI
    Intrusion Detection for Wireless Sensor Network Using Graph Neural Networks
    V. Gharavian, R. Khosrowshahli, Q. H. Mahmoud, and 2 more authors
    In 2023 IEEE Symposium Series on Computational Intelligence (SSCI), 2023
  3. SMC
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    Ranking Center-based NSGA-II
    R. Khosrowshahli, S. Rahnamayan, A. Ibrahim, and 1 more author
    In SMC, 2023
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    0 Google Scholar citations
  4. SMC
    Self-Supervised Learning Using Noisy-Latent Augmentation
    R. Khosrowshahli, S. Rahnamayan, A. A. Bidgoli, and 1 more author
    In SMC, 2023
  5. Enhancing meta-heuristic algorithms using center-based sampling at population level
    R. Khosrowshahli
    University of Ontario Institute of Technology (Canada), 2023

2022

  1. Swarm Evol. Comput.
    A comprehensive investigation on novel center-based sampling for large-scale global optimization
    H. Hiba, S. Rahnamayan, A. A. Bidgoli, and 1 more author
    Swarm and Evolutionary Computation, 2022
  2. CEC
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    Clustering Center-based Differential Evolution
    R. Khosrowshahli, S. Rahnamayan, and A. A. Bidgoli
    In 2022 IEEE Congress on Evolutionary Computation (CEC), 2022
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    0 Google Scholar citations