Study on Pre-processing Methods of Precision Bearing Vibration Signal. - Qing-Jie Liu; Xiao-Fang Liu; Zhan Jun (ESIAT (2), 2009)

Sparse Constrained Reconstruction for Accelerating Parallel Imaging Based on Variable Splitting Method. - Wenlong Xu; Xiao Fang Liu; Xia Li 003 (Comput. Math. Methods Medicine, 2013)

Energy aware virtual machine placement scheduling in cloud computing based on ant colony optimization approach. - Xiao Fang Liu; Zhi-Hui Zhan; Ke-Jing Du; Wei-Neng Chen (GECCO, 2014)

Dichotomy Guided Based Parameter Adaptation for Differential Evolution. - Xiao Fang Liu; Zhi-hui Zhan; Jun Zhang 003 (GECCO, 2015)

Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches. - Zhi-Hui Zhan; Xiao Fang Liu; Yue-Jiao Gong; Jun Zhang 003; Henry Shu-Hung Chung; Yun Li 002 (ACM Comput. Surv., 2015)

Parallel Differential Evolution Based on Distributed Cloud Computing Resources for Power Electronic Circuit Optimization. - Xiao Fang Liu; Zhi-Hui Zhan; Jun-Hao Lin; Jun Zhang 003 (GECCO (Companion), 2016)

Load balance aware distributed differential evolution for computationally expensive optimization problems. - Ning Ma; Xiao Fang Liu; Zhi-Hui Zhan; Jing-Hui Zhong; Jun Zhang 003 (GECCO (Companion), 2017)

Cloudde: A Heterogeneous Differential Evolution Algorithm and Its Distributed Cloud Version. - Zhi-Hui Zhan; Xiao Fang Liu; Huaxiang Zhang 001; Zhengtao Yu 001; Jian Weng 001; Yun Li 002; Tianlong Gu; Jun Zhang 003 (IEEE Trans. Parallel Distributed Syst., 2017)

Neural Network for Change Direction Prediction in Dynamic Optimization. - Xiao Fang Liu; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Access, 2018)

Fuzzy Evaluation Method for Equipment Performance Based on Synthetical Analysis of Its Testing Information. - Xiao-Fang Liu; Rui Huang; Zhong-xia Liu (J. Inf. Hiding Multim. Signal Process., 2018)

An Energy Efficient Ant Colony System for Virtual Machine Placement in Cloud Computing. - Xiao Fang Liu; Zhi-Hui Zhan; Jeremiah D. Deng; Yun Li 002; Tianlong Gu; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2018)

Dual-archive-based particle swarm optimization for dynamic optimization. - Xiao-Fang Liu; Yu-Ren Zhou; Xue Yu; Ying Lin 001 (Appl. Soft Comput., 2019)

A novel hybrid genetic algorithm for the location routing problem with tight capacity constraints. - Xue Yu; Yuren Zhou; Xiao-Fang Liu (Appl. Soft Comput., 2019)

Coevolutionary Particle Swarm Optimization With Bottleneck Objective Learning Strategy for Many-Objective Optimization. - Xiao Fang Liu; Zhi-Hui Zhan; Ying Gao 004; Jie Zhang 055; Sam Kwong; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2019)

Historical and Heuristic-Based Adaptive Differential Evolution. - Xiao-Fang Liu; Zhi-Hui Zhan; Ying Lin 001; Wei-Neng Chen; Yue-Jiao Gong; Tianlong Gu; Huaqiang Yuan; Jun Zhang 003 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Cooperative particle swarm optimization with reference-point-based prediction strategy for dynamic multiobjective optimization. - Xiao-Fang Liu; Yu-Ren Zhou; Xue Yu (Appl. Soft Comput., 2020)

The two-echelon multi-objective location routing problem inspired by realistic waste collection applications: The composable model and a metaheuristic algorithm. - Xue Yu; Yuren Zhou; Xiao-Fang Liu (Appl. Soft Comput., 2020)

Neural Network-Based Information Transfer for Dynamic Optimization. - Xiao-Fang Liu; Zhi-Hui Zhan; Tianlong Gu; Sam Kwong; Zhenyu Lu 002; Henry Been-Lirn Duh; Jun Zhang 003 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Comparative Analysis of Five Local Search Operators on Visiting Constrained Multiple Traveling Salesmen Problem. - Xin-Xin Liu; Dong Liu 008; Qiang Yang 008; Xiao-Fang Liu; Wei-Jie Yu 001; Jun Zhang 003 (SSCI, 2021)

An Efficient Ant Colony System for Multi-Robot Task Allocation with Large-scale Cooperative Tasks and Precedence Constraints. - Xiao-Fang Liu; Bo-Cheng Lin; Zhi-Hui Zhan; Sang-Woon Jeon; Jun Zhang 003 (SSCI, 2021)

Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT. - You-Zhen Feng; Sidong Liu; Zhong-Yuan Cheng; Juan C. Quiroz; Dana Rezazadegan; Ping-Kang Chen; Qi-Ting Lin; Long Qian; Xiao-Fang Liu; Shlomo Berkovsky; Enrico W. Coiera; Lei Song; et al. (Inf., 2021)

Simulation and modeling of microblog-based spread of public opinions on emergencies. - Jing-hua Zhao 001; Da-Lin Zeng; Jiang-Tao Qin; Hong-Ming Si; Xiao-Fang Liu (Neural Comput. Appl., 2021)

Efficient Extended Ant Colony Optimization for Capacitated Electric Vehicle Routing. - Bo-Cheng Lin; Xiao-Fang Liu; Yi Mei 001 (SSCI, 2022)

Resource-Aware Distributed Differential Evolution for Training Expensive Neural-Network-Based Controller in Power Electronic Circuit. - Xiao-Fang Liu; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Adaptive Geodesic Flow Kernel Transfer for Many-Task Optimization. - Yang-Tao Dai; Xiao-Fang Liu; Zhi-Hui Zhan; Jinghui Zhong; Jun Zhang 003 (SSCI, 2023)

A Clustering-Based Support Vector Classifier for Dynamic Time-Linkage Optimization. - Meng Gao; Xiao-Fang Liu; Zhi-Hui Zhan; Jun Zhang 003 (SSCI, 2023)

A Privacy-Preserving Evolutionary Computation Framework for Feature Selection. - Bing Sun; Jian-Yu Li; Xiao-Fang Liu; Qiang Yang 008; Zhi-Hui Zhan; Jun Zhang 003 (WISE, 2023)

Cooperative Particle Swarm Optimization With a Bilevel Resource Allocation Mechanism for Large-Scale Dynamic Optimization. - Xiao-Fang Liu; Jun Zhang 003; Jun Wang 002 (IEEE Trans. Cybern., 2023)

Incremental particle swarm optimization for large-scale dynamic optimization with changing variable interactions. - Xiao-Fang Liu; Zhi-Hui Zhan; Jun Zhang 003 (Appl. Soft Comput., 2023)

Strength Learning Particle Swarm Optimization for Multiobjective Multirobot Task Scheduling. - Xiao-Fang Liu; Yongchun Fang; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Interaction-Based Prediction for Dynamic Multiobjective Optimization. - Xiao-Fang Liu; Xin-Xin Xu 001; Zhi-Hui Zhan; Yongchun Fang; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2023)

Cooperative Differential Evolution With an Attention-Based Prediction Strategy for Dynamic Multiobjective Optimization. - Xiao-Fang Liu; Jun Zhang 003; Jun Wang 002 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

A Co-evolutionary Multi-population Evolutionary Algorithm for Dynamic Multiobjective Optimization. - Xin-Xin Xu 001; Jian-Yu Li; Xiao-Fang Liu; Hui-Li Gong; Xiang-Qian Ding; Sang-Woon Jeon; Zhi-Hui Zhan (Swarm Evol. Comput., 2024)

A Cooperative Evolutionary Computation Algorithm for Dynamic Multiobjective Multi-AUV Path Planning. - Xiao-Fang Liu; Yongchun Fang; Zhi-Hui Zhan; Yunliang Jiang; Jun Zhang 003 (IEEE Trans. Ind. Informatics, 2024)

Transfer-Based Particle Swarm Optimization for Large-Scale Dynamic Optimization With Changing Variable Interactions. - Xiao-Fang Liu; Zhi-Hui Zhan; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2024)

Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective Optimization. - Qi-Te Yang; Zhi-Hui Zhan; Xiao-Fang Liu; Jian-Yu Li; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2024)

A Dual-Encoding-based Genetic Algorithm for Multi-Objective Multi-UAV Scheduling in Firefighting Scenarios. - Meng Gao; Xiao-Fang Liu; Zhi-Hui Zhan; Jun Zhang 003 (CEC, 2025)

A Cooperative Ant Colony System for Multiobjective Multirobot Task Allocation With Precedence Constraints. - Tong Qian; Xiao-Fang Liu; Yongchun Fang (IEEE Trans. Evol. Comput., 2025)

Large-Scale Heliostat Field Optimization for Solar Power Tower System Using Matrix-Based Differential Evolution. - Dan-Ting Duan; Jian-Yu Li; Bing Sun; Xiao-Fang Liu; Qiang Yang 008; Qi-Jia Jiang; Zhi-Hui Zhan; Sam Kwong; Jun Zhang 003 (IEEE Trans. Artif. Intell., 2025)