selected publications

• academic article

  • Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines.  IEEE transactions on emerging topics in computational intelligence.  7:1484-1498. 2023
  • Tiny adversarial multi-objective one-shot neural architecture search.  Complex & Intelligent Systems.  2023
  • Guest editorial: Robust, explainable, and privacy-preserving deep learning.  Knowledge Based Systems.  263:110287-110287. 2023
  • Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment.  IEEE Transactions on Evolutionary Computation.  1-1. 2023
  • Pareto-Wise Ranking Classifier for Multi-Objective Evolutionary Neural Architecture Search.  IEEE Transactions on Evolutionary Computation.  1-1. 2023
  • A survey on computationally efficient neural architecture search.  .  1:100002-100002. 2022

• chapter

  • Evolutionary Multi-objective Federated Learning.  Machine Learning: Foundations, Methodologies, and Applications. 139-164. 2022

• conference paper

  • Federated Bayesian Optimization for Privacy-Preserving Neural Architecture Search.  . 2023
  • EMT-NAS: Transferring architectural knowledge between tasks from different datasets.  . 2023