Songbai Liu

According to our database, Songbai Liu authored at least 22 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Multi-Objective High-Dimensional Feature Selection via Evolutionary Multitasking.

Yinglan Feng, Liang Feng, Songbai Liu, Sam Kwong, Kay Chen Tan

CoRR, 2024

2023

A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization.

Songbai Liu, Qiuzhen Lin, Jianqiang Li, Kay Chen Tan

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.

Youhe Huang, Rongfeng Zhang, Hongru Li, Yunlong Xia, Xia Yu, Songbai Liu, Yiheng Yang

Appl. Intell., September, 2023

An adaptive two-stage evolutionary algorithm for large-scale continuous multi-objective optimization.

Qiuzhen Lin, Jun Li, Songbai Liu, Lijia Ma, Jian-Qiang Li, Jianyong Chen

Swarm Evol. Comput., March, 2023

Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization.

Songbai Liu, Jun Li, Qiuzhen Lin, Ye Tian, Kay Chen Tan

IEEE Trans. Evol. Comput., February, 2023

Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms.

Songbai Liu, Qiuzhen Lin, Ka-Chun Wong, Qing Li, Kay Chen Tan

IEEE Trans. Evol. Comput., 2023

Evolutionary Multitasking for Large-Scale Multiobjective Optimization.

Songbai Liu, Qiuzhen Lin, Liang Feng, Ka-Chun Wong, Kay Chen Tan

IEEE Trans. Evol. Comput., 2023

A Hybrid Search Method for Accelerating Convolutional Neural Architecture Search.

Xun Zhou, Songbai Liu, Ka-Chun Wong, Qiuzhen Lin, Kay Chen Tan

Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

2022

A Comprehensive Competitive Swarm Optimizer for Large-Scale Multiobjective Optimization.

Songbai Liu, Qiuzhen Lin, Qing Li, Kay Chen Tan

IEEE Trans. Syst. Man Cybern. Syst., 2022

A Self-Guided Reference Vector Strategy for Many-Objective Optimization.

Songbai Liu, Qiuzhen Lin, Ka-Chun Wong, Carlos A. Coello Coello, Jianqiang Li, Zhong Ming, Jun Zhang

IEEE Trans. Cybern., 2022

A Variable Importance-Based Differential Evolution for Large-Scale Multiobjective Optimization.

Songbai Liu, Qiuzhen Lin, Ye Tian, Kay Chen Tan

IEEE Trans. Cybern., 2022

A Fuzzy Decomposition-Based Multi/Many-Objective Evolutionary Algorithm.

Songbai Liu, Qiuzhen Lin, Kay Chen Tan, Maoguo Gong, Carlos A. Coello Coello

IEEE Trans. Cybern., 2022

A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization.

Songbai Liu

CoRR, 2022

Evolutionary Large-Scale Multiobjective Optimization via Self-guided Problem Transformation.

Songbai Liu, Min Jiang, Qiuzhen Lin, Kay Chen Tan

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

Evolutionary multi and many-objective optimization via clustering for environmental selection.

Songbai Liu, Junhao Zheng, Qiuzhen Lin, Kay Chen Tan

Inf. Sci., 2021

Benchmark Problems for CEC2021 Competition on Evolutionary Transfer Multiobjectve Optimization.

Songbai Liu, Qiuzhen Lin, Kay Chen Tan, Qing Li

CoRR, 2021

2020

An adaptive clustering-based evolutionary algorithm for many-objective optimization problems.

Songbai Liu, Qiyuan Yu, Qiuzhen Lin, Kay Chen Tan

Inf. Sci., 2020

2019

A Clustering-Based Evolutionary Algorithm for Many-Objective Optimization Problems.

Qiuzhen Lin, Songbai Liu, Ka-Chun Wong, Maoguo Gong, Carlos A. Coello Coello, Jianyong Chen, Jun Zhang

IEEE Trans. Evol. Comput., 2019

A novel multi-objective evolutionary algorithm with dynamic decomposition strategy.

Songbai Liu, Qiuzhen Lin, Ka-Chun Wong, Lijia Ma, Carlos A. Coello Coello, Dunwei Gong

Swarm Evol. Comput., 2019

A novel multi-objective immune algorithm with a decomposition-based clonal selection.

Lingjie Li, Qiuzhen Lin, Songbai Liu, Dunwei Gong, Carlos A. Coello Coello, Zhong Ming

Appl. Soft Comput., 2019

2018

Particle Swarm Optimization With a Balanceable Fitness Estimation for Many-Objective Optimization Problems.

Qiuzhen Lin, Songbai Liu, Qingling Zhu, Chaoyu Tang, Ruizhen Song, Jianyong Chen, Carlos A. Coello Coello, Ka-Chun Wong, Jun Zhang

IEEE Trans. Evol. Comput., 2018

2017

A Novel Multi-objective Evolutionary Algorithm Based on a Further Decomposition Strategy.

Songbai Liu, Qiuzhen Lin, Jianyong Chen

Proceedings of the 13th International Conference on Computational Intelligence and Security, 2017