publications

Selected publications and research papers.

2026

  1. IEEE TBD
    A Structure-Agnostic Multi-Objective Evolutionary Weight-Sharing Compression Framework for Deep Neural Networks
    R. Khosrowshahli, S. Rahnamayan, and B. Ombuki-Berman
    Accepted as a regular paper at IEEE Transactions on Big Data, 2026
    arXiv Blog Code
    2 Google Scholar citations
  2. 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
    DOI arXiv
    0 Google Scholar citations

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
    3 Google Scholar citations
  2. 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
    4 Google Scholar citations

2024

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

2023

  1. CEC
    blocked-plot.png
    Block Differential Evolution
    Rasa Khosrowshahli and Shahryar Rahnamayan
    IEEE Congress on Evolutionary Computation (CEC) 2023
    3 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
    IEEE Symposium Series on Computational Intelligence (SSCI) 2023
    7 Google Scholar citations
  3. SMC
    rcnsga2.png
    Ranking Center-based NSGA-II
    R. Khosrowshahli, S. Rahnamayan, A. Ibrahim, and 1 more author
    IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2023
    4 Google Scholar citations
  4. SMC
    Self-Supervised Learning Using Noisy-Latent Augmentation
    R. Khosrowshahli, S. Rahnamayan, A. A. Bidgoli, and 1 more author
    IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2023
    3 Google Scholar citations
  5. Enhancing meta-heuristic algorithms using center-based sampling at population level
    R. Khosrowshahli
    Master's Thesis, University of Ontario Institute of Technology (Canada), 2023
    0 Google Scholar citations

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
    12 Google Scholar citations
  2. CEC
    cbde.png
    Clustering Center-based Differential Evolution
    R. Khosrowshahli, S. Rahnamayan, and A. A. Bidgoli
    IEEE Congress on Evolutionary Computation (CEC) 2022
    Code
    7 Google Scholar citations