Songbai Liu - Publications, H-index & Citations

SCGAN: Sampling and Clustering-Based Neural Architecture Search for GANs

IF8.5

2025-07-01

PREAI

Zeyi Wang; Songbai Liu; Lijia Ma; Qiuzhen Lin; Jianyong Chen

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2025-03-01

PREAI

Zhu, Qingling; Yang, Yeming; Liu, Songbai; Lin, Qiuzhen; Tan, Kay Chen

Personalized federated learning with multiple classifier aggregation 个性化联邦学习与多分类器聚合

KNOWLEDGE-BASED SYSTEMS

IF7.6

2025-02-01

PREAI

Zheng, Shaifeng; Zhu, Qingling; Lin, Qiuzhen; Liu, Songbai; Li, Jianqiang

Coevolutionary multitasking for constrained multiobjective optimization 约束多目标优化的协同进化多任务处理

Evolutionary Large-Scale Multiobjective Optimization via Autoencoder-Based Problem Transformation 通过基于自动编码器的问题转换实现大规模多目标优化

IF8.5

2024-12-01

PREAI

Liu, Songbai; Wang, Zeyi; Lin, Qiuzhen; Chen, Jianyong

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2024-08-01

PREAI

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

Towards multi-objective high-dimensional feature selection via evolutionary multitasking 通过进化多任务实现多目标高维特征选择

Toward Evolutionary Multitask Convolutional Neural Architecture Search

IF8.5

2024-08-01

OAAI

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

Neural Net-Enhanced Competitive Swarm Optimizer for Large-Scale Multiobjective Optimization

IF12

2024-06-01

PREAI

Zhou, Xun; Wang, Zhenkun; Feng, Liang; Liu, Songbai; Wong, Ka-Chun; Tan, Kay Chen

Evolutionary Neural Architecture Search for Transferable Networks 可迁移网络的进化神经架构搜索

IF10.5

2024-06-01

PREAI

Li, Lingjie; Li, Yongfeng; Lin, Qiuzhen; Liu, Songbai; Zhou, Junwei; Ming, Zhong; Coello, Carlos A. Coello

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2024-01-01

PREAI

Zhou, Xun; Liu, Songbai; Qin, A. K.; Tan, Kay Chen

A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization 可扩展多目标优化的可学习进化算法综述

Evolutionary Multitasking for Large-Scale Multiobjective Optimization

IF12

2023-12-01

OAAI

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

Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms 进化大规模多目标优化: 基准和算法

IF12

2023-08-01

PREAI

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

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

IF12

2023-06-01

PREAI

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

Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization

IF8.5

2023-03-01

PREAI

Lin, Qiuzhen; Li, Jun; Liu, Songbai; Ma, Lijia; Li, Jianqiang; Chen, Jianyong

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

IF12

2023-02-01

PREAI

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

A Comprehensive Competitive Swarm Optimizer for Large-Scale Multiobjective Optimization 用于大规模多目标优化的综合竞争群优化器

IF10.5

2022-12-01

PREAI

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

ieee transactions on cybernetics

IF8.7

2022-09-01

PREAI

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

A Fuzzy Decomposition-Based Multi/Many-Objective Evolutionary Algorithm 一种基于模糊分解的多/多目标进化算法

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

IF10.5

2022-05-01

PREAI

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