A topology-based single-pool decomposition framework for large-scale global optimization. - Xiaoming Xue 001; Kai Zhang 029; Rupeng Li; Liming Zhang; Chuanjin Yao; Jian Wang 010; Jun Yao (Appl. Soft Comput., 2020)

Efficient hierarchical surrogate-assisted differential evolution for high-dimensional expensive optimization. - Guodong Chen 002; Yong Li; Kai Zhang 029; Xiaoming Xue 001; Jian Wang 010; Qin Luo; Chuanjin Yao; Jun Yao (Inf. Sci., 2021)

A Dual-Stage Pseudo-Labeling Method for the Diagnosis of Mental Disorder on MRI Scans. - Yao Hu 001; Zhi-An Huang; Rui Liu 038; Xiaoming Xue 001; Linqi Song; Kay Chen Tan (IJCNN, 2022)

A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems. - Guodong Chen 002; Kai Zhang 029; Xiaoming Xue 001; Liming Zhang; Chuanjin Yao; Jian Wang 010; Jun Yao (Appl. Soft Comput., 2022)

Data-driven evolutionary algorithm for oil reservoir well-placement and control optimization. - Guodong Chen 002; Xin Luo; Jiu Jimmy Jiao; Xiaoming Xue 001 (CoRR, 2022)

Affine Transformation-Enhanced Multifactorial Optimization for Heterogeneous Problems. - Xiaoming Xue 001; Kai Zhang 029; Kay Chen Tan; Liang Feng 001; Jian Wang 010; Guodong Chen 002; Xinggang Zhao; Liming Zhang; Jun Yao (IEEE Trans. Cybern., 2022)

Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems. - Xiaoming Xue 001; Cuie Yang; Yao Hu 001; Kai Zhang 029; Yiu-Ming Cheung; Linqi Song; Kay Chen Tan (IEEE Trans. Evol. Comput., 2022)

Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans. - Zhi-An Huang; Yao Hu 001; Rui Liu 038; Xiaoming Xue 001; Zexuan Zhu 001; Linqi Song; Kay Chen Tan (IEEE Trans. Biomed. Eng., 2023)

Source Free Semi-Supervised Transfer Learning for Diagnosis of Mental Disorders on fMRI Scans. - Yao Hu 001; Zhi-An Huang; Rui Liu 038; Xiaoming Xue 001; Xiaoyan Sun 002; Linqi Song; Kay Chen Tan (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

A Review on Evolutionary Multiform Transfer Optimization. - Yinglan Feng; Liang Feng 001; Xiaoming Xue 001; Sam Kwong; Kay Chen Tan (CEC, 2024)

Multiobjective Sequential Transfer Optimization: Benchmark Problems and Preliminary Results. - Xiaoming Xue 001; Liang Feng 001; Cuie Yang; Songbai Liu; Linqi Song; Kay Chen Tan (CEC, 2024)

Sequential Transfer via Clustering-Based Similarity Measurement for Faster Trajectory Optimization. - Wu Lin; Qiuzhen Lin; Xiaoming Xue 001; Kay Chen Tan (CAI, 2024)

Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer. - Xiaoming Xue 001; Cuie Yang; Liang Feng 001; Kai Zhang 029; Linqi Song; Kay Chen Tan (IEEE Trans. Evol. Comput., 2024)

A Theoretical Analysis of Analogy-Based Evolutionary Transfer Optimization. - Xiaoming Xue 001; Liang Feng 001; Yinglan Feng; Rui Liu 038; Kai Zhang 029; Kay Chen Tan (CEC, 2025)

Adaptive constraint-guided surrogate enhanced evolutionary algorithm for horizontal well placement optimization in oil reservoir. - Qinyang Dai; Liming Zhang; Peng Wang; Kai Zhang 029; Guodong Chen 002; Zhangxing Chen; Xiaoming Xue 001; Jian Wang 010; Chen Liu; Xia Yan; Piyang Liu; Dawei Wu; et al. (Comput. Geosci., 2025)

A Scalable Test Problem Generator for Sequential Transfer Optimization. - Xiaoming Xue 001; Cuie Yang; Liang Feng 001; Kai Zhang 029; Linqi Song; Kay Chen Tan (IEEE Trans. Cybern., 2025)

Global and Local Search Experience-Based Evolutionary Sequential Transfer Optimization. - Chenming Cao; Kai Zhang 029; Xiaoming Xue 001; Kay Chen Tan; Jian Wang 010; Liming Zhang; Piyang Liu; Xia Yan (IEEE Trans. Evol. Comput., 2025)

Multi-Task Surrogate-Assisted Search with Bayesian Competitive Knowledge Transfer for Expensive Optimization. - Yi Lu; Xiaoming Xue 001; Kai Zhang 029; Liming Zhang; Guodong Chen 002; Chenming Cao; Piyang Liu; Kay Chen Tan (CoRR, 2025)

Surrogate-Assisted Search With Competitive Knowledge Transfer for Expensive Optimization. - Xiaoming Xue 001; Yao Hu 001; Liang Feng 001; Kai Zhang 029; Linqi Song; Kay Chen Tan (IEEE Trans. Evol. Comput., 2025)

Rank-Based Learning and Local Model-Based Evolutionary Algorithm for High-Dimensional Expensive Multiobjective Problems. - Guodong Chen 002; Jiu Jimmy Jiao; Xiaoming Xue 001; Zhongzheng Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2026)