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)

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 (IEEE Congress on Evolutionary Computation, CEC 2025, Hangzhou, China, June 8-12, 2025, 2025)

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

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

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

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

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

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

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

Adaptive Geodesic Flow Kernel Transfer for Many-Task Optimization - Yang-Tao Dai; Xiao-Fang Liu; Zhi-Hui Zhan; Jinghui Zhong; Jun Zhang (IEEE Symposium Series on Computational Intelligence, SSCI 2023, Mexico City, Mexico, December 5-8, 2023, 2023)

A Clustering-Based Support Vector Classifier for Dynamic Time-Linkage Optimization - Meng Gao; Xiao-Fang Liu; Zhi-Hui Zhan; Jun Zhang (IEEE Symposium Series on Computational Intelligence, SSCI 2023, Mexico City, Mexico, December 5-8, 2023, 2023)

A Privacy-Preserving Evolutionary Computation Framework for Feature Selection - Bing Sun; Jian-Yu Li; Xiao-Fang Liu; Qiang Yang; Zhi-Hui Zhan; Jun Zhang (Web Information Systems Engineering - WISE 2023 - 24th International Conference, Melbourne, VIC, Australia, October 25-27, 2023, Proceedings, 2023)

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

Efficient Extended Ant Colony Optimization for Capacitated Electric Vehicle Routing - Bo-Cheng Lin; Xiao-Fang Liu; Yi Mei (IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, December 4-7, 2022, 2022)

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; Da-Lin Zeng; Jiang-Tao Qin; Hong-Ming Si; Xiao-Fang Liu (Neural Comput. Appl., 2021)

Comparative Analysis of Five Local Search Operators on Visiting Constrained Multiple Traveling Salesmen Problem - Xin-Xin Liu; Dong Liu; Qiang Yang; Xiao-Fang Liu; Wei-Jie Yu; Jun Zhang (IEEE Symposium Series on Computational Intelligence, SSCI 2021, Orlando, FL, USA, December 5-7, 2021, 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 (IEEE Symposium Series on Computational Intelligence, SSCI 2021, Orlando, FL, USA, December 5-7, 2021, 2021)

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; Henry Been-Lirn Duh; Jun Zhang (IEEE Trans. Neural Networks Learn. Syst., 2020)

Dual-archive-based particle swarm optimization for dynamic optimization - Xiao-Fang Liu; Yu-Ren Zhou; Xue Yu; Ying Lin (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; Jie Zhang; Sam Kwong; Jun Zhang (IEEE Trans. Evol. Comput., 2019)

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

Neural Network for Change Direction Prediction in Dynamic Optimization - Xiao Fang Liu; Zhi-Hui Zhan; Jun Zhang (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; Tianlong Gu; Jun Zhang (IEEE Trans. Evol. Comput., 2018)

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

Load balance aware distributed differential evolution for computationally expensive optimization problems - Ning Ma; Xiao Fang Liu; Zhi-Hui Zhan; Jing-Hui Zhong; Jun Zhang (Genetic and Evolutionary Computation Conference, Berlin, Germany, July 15-19, 2017, Companion Material Proceedings, 2017)

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 (Genetic and Evolutionary Computation Conference, GECCO 2016, Denver, CO, USA, July 20-24, 2016, Companion Material Proceedings, 2016)

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

Dichotomy Guided Based Parameter Adaptation for Differential Evolution - Xiao Fang Liu; Zhi-hui Zhan; Jun Zhang (Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2015, Madrid, Spain, July 11-15, 2015, 2015)

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 (Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014, 2014)

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

Study on Pre-processing Methods of Precision Bearing Vibration Signal - Qing-Jie Liu; Xiao-Fang Liu; Zhan Jun (2009 International Conference on Environmental Science and Information Application Technology, ESIAT 2009, Wuhan, China, 4-5 July 2009, 3 Volumes, 2009)