2025
A Scalable Test Problem Generator for Sequential Transfer Optimization.
IEEE Trans. Cybern., May, 2025

Data Stream driven evolutionary algorithm for cost sensitive robust optimization over time.
Swarm Evol. Comput., 2025

2024
Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer.
IEEE Trans. Evol. Comput., December, 2024

Distributed Knowledge Transfer for Evolutionary Multitask Multimodal Optimization.
IEEE Trans. Evol. Comput., August, 2024

A Co-Training Framework for Heterogeneous Heuristic Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

Incremental Weighted Ensemble for Data Streams With Concept Drift.
IEEE Trans. Artif. Intell., January, 2024

Multiobjective Sequential Transfer Optimization: Benchmark Problems and Preliminary Results.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

A Surrogate-Assisted Coevolutionary Algorithm for Expensive Constrained Multiobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023
Contrastive Learning Assisted-Alignment for Partial Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic Optimization.
Evol. Comput., 2023

2022
Concept Drift-Tolerant Transfer Learning in Dynamic Environments.
IEEE Trans. Neural Networks Learn. Syst., 2022

Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems.
IEEE Trans. Evol. Comput., 2022

2020
Offline Data-Driven Multiobjective Optimization: Knowledge Transfer Between Surrogates and Generation of Final Solutions.
IEEE Trans. Evol. Comput., 2020

Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithm.
Appl. Soft Comput., 2020

2019
Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing.
IEEE Trans. Emerg. Top. Comput. Intell., 2019

Generalized Multitasking for Evolutionary Optimization of Expensive Problems.
IEEE Trans. Evol. Comput., 2019

Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes.
IEEE Trans Autom. Sci. Eng., 2019

Constrained dynamic multi-objective evolutionary optimization for operational indices of beneficiation process.
J. Intell. Manuf., 2019

2018
Incremental data-driven optimization of complex systems in nonstationary environments.
Sci. China Inf. Sci., 2018

2017
Two-stage assortative mating for multi-objective multifactorial evolutionary optimization.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
Reference point based prediction for evolutionary dynamic multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016