2025
Evolutionary Neural Architecture Search for Transferable Networks.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2025
Clustering-Based Evolutionary Federated Multiobjective Optimization and Learning.
CoRR, April, 2025
Personalized federated learning with multiple classifier aggregation.
Knowl. Based Syst., 2025
Learning improvement representations to accelerate evolutionary large-scale multiobjective optimization.
Inf. Sci., 2025
Structure Balance and Gradient Matching-Based Signed Graph Condensation.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
Evolutionary Optimization with a Simplified Helper Task for High-Dimensional Expensive Multiobjective Problems.
ACM Trans. Evol. Learn. Optim., December, 2024
Evolutionary Large-Scale Multiobjective Optimization via Autoencoder-Based Problem Transformation.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2024
Toward Evolutionary Multitask Convolutional Neural Architecture Search.
IEEE Trans. Evol. Comput., June, 2024
Neural Net-Enhanced Competitive Swarm Optimizer for Large-Scale Multiobjective Optimization.
IEEE Trans. Cybern., June, 2024
Coevolutionary multitasking for constrained multiobjective optimization.
Swarm Evol. Comput., 2024
Towards multi-objective high-dimensional feature selection via evolutionary multitasking.
Swarm Evol. Comput., 2024
TS-TFSIAM: Time-series self-supervised learning with time-frequency SiameseNet.
Knowl. Based Syst., 2024
Personalized Federated Learning with Enhanced Implicit Generalization.
Proceedings of the International Joint Conference on Neural Networks, 2024
A High-Dimensional Feature Selection Method via Selection and Non-selection Operators and Local Search Mechanism in Particle Swarm Optimization.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024
Large Language Model-Aided Evolutionary Search for Constrained Multiobjective Optimization.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024
Multiobjective Sequential Transfer Optimization: Benchmark Problems and Preliminary Results.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
A Surrogate-Assisted Evolutionary Algorithm for Expensive Dynamic Multimodal Optimzation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
Evolutionary Multiobjective Feature Selection Assisted by Unselected Features.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
2023
A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization.
IEEE Trans. Evol. Comput., December, 2023
A multi-label learning prediction model for heart failure in patients with atrial fibrillation based on expert knowledge of disease duration.
Appl. Intell., September, 2023
An adaptive two-stage evolutionary algorithm for large-scale continuous multi-objective optimization.
Swarm Evol. Comput., March, 2023
Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput., February, 2023
Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms.
IEEE Trans. Evol. Comput., 2023
Evolutionary Multitasking for Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2023
A Hybrid Search Method for Accelerating Convolutional Neural Architecture Search.
Proceedings of the 15th International Conference on Machine Learning and Computing, 2023
2022
A Comprehensive Competitive Swarm Optimizer for Large-Scale Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2022
A Self-Guided Reference Vector Strategy for Many-Objective Optimization.
IEEE Trans. Cybern., 2022
A Variable Importance-Based Differential Evolution for Large-Scale Multiobjective Optimization.
IEEE Trans. Cybern., 2022
A Fuzzy Decomposition-Based Multi/Many-Objective Evolutionary Algorithm.
IEEE Trans. Cybern., 2022
A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization.
CoRR, 2022
Evolutionary Large-Scale Multiobjective Optimization via Self-guided Problem Transformation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
Evolutionary multi and many-objective optimization via clustering for environmental selection.
Inf. Sci., 2021
Benchmark Problems for CEC2021 Competition on Evolutionary Transfer Multiobjectve Optimization.
CoRR, 2021
2020
An adaptive clustering-based evolutionary algorithm for many-objective optimization problems.
Inf. Sci., 2020
2019
A Clustering-Based Evolutionary Algorithm for Many-Objective Optimization Problems.
IEEE Trans. Evol. Comput., 2019
A novel multi-objective evolutionary algorithm with dynamic decomposition strategy.
Swarm Evol. Comput., 2019
A novel multi-objective immune algorithm with a decomposition-based clonal selection.
Appl. Soft Comput., 2019
2018
Particle Swarm Optimization With a Balanceable Fitness Estimation for Many-Objective Optimization Problems.
IEEE Trans. Evol. Comput., 2018
2017
A Novel Multi-objective Evolutionary Algorithm Based on a Further Decomposition Strategy.
Proceedings of the 13th International Conference on Computational Intelligence and Security, 2017