Songbai Liu

Orcid: 0000-0003-1048-4486

According to our database1, Songbai Liu authored at least 33 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

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


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