Xiao-Fang Liu

34 papers B 2Journal 26Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Matrix-Learning Particle Swarm Optimization for Multiobjective Multiagent Pickup and Delivery With Time Windows.
IEEE Trans. Cybern.
Tong Qian, Xiao-Fang Liu, Jing Xu, Jun Zhang
2026 J jnl
Tensor-Based Ant Colony Optimization for Set Meal Design in Online-to-Offline Restaurants.
IEEE Trans. Cybern.
Bing Sun, Wei-Jie Yu, Xiao-Fang Liu, Jinghui Zhong, Jian-Yu Li, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2025 J jnl
A Cooperative Ant Colony System for Multiobjective Multirobot Task Allocation With Precedence Constraints.
IEEE Trans. Evol. Comput.
Tong Qian, Xiao-Fang Liu, Yongchun Fang
2025 B conf
A Dual-Encoding-based Genetic Algorithm for Multi-Objective Multi-UAV Scheduling in Firefighting Scenarios.
CEC
Meng Gao, Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang
2025 J jnl
Contrastive-Learning-Based Decision Making for Dynamic Time-Linkage Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Xiao-Fang Liu, Meng Gao, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang
2025 J jnl
Fragment-Based Knowledge Transfer for Multi-Task Capacitated Vehicle Routing.
IEEE Trans. Intell. Transp. Syst.
Xiao-Fang Liu, Yang-Tao Dai, Yongchun Fang, Xue Yu, Zhi-Hui Zhan, Jun Zhang
2025 J jnl
Large-Scale Heliostat Field Optimization for Solar Power Tower System Using Matrix-Based Differential Evolution.
IEEE Trans. Artif. Intell.
Dan-Ting Duan, Jian-Yu Li, Bing Sun, Xiao-Fang Liu, Qiang Yang, Qi-Jia Jiang, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2025 J jnl
Multisource Knowledge Fusion Based on Graph Attention Networks for Many-Task Optimization.
IEEE Trans. Evol. Comput.
Yang-Tao Dai, Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang
2024 J jnl
A Co-evolutionary Multi-population Evolutionary Algorithm for Dynamic Multiobjective Optimization.
Swarm Evol. Comput.
Xin-Xin Xu, Jian-Yu Li, Xiao-Fang Liu, Hui-Li Gong, Xiang-Qian Ding, Sang-Woon Jeon, Zhi-Hui Zhan
2024 J jnl
A Cooperative Evolutionary Computation Algorithm for Dynamic Multiobjective Multi-AUV Path Planning.
IEEE Trans. Ind. Informatics
Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Yunliang Jiang, Jun Zhang
2024 J jnl
Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Qi-Te Yang, Zhi-Hui Zhan, Xiao-Fang Liu, Jian-Yu Li, Jun Zhang
2024 J jnl
Transfer-Based Particle Swarm Optimization for Large-Scale Dynamic Optimization With Changing Variable Interactions.
IEEE Trans. Evol. Comput.
Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang
2023 — conf
A Clustering-Based Support Vector Classifier for Dynamic Time-Linkage Optimization.
SSCI
Meng Gao, Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang
2023 B conf
A Privacy-Preserving Evolutionary Computation Framework for Feature Selection.
WISE
Bing Sun, Jian-Yu Li, Xiao-Fang Liu, Qiang Yang, Zhi-Hui Zhan, Jun Zhang
2023 — conf
Adaptive Geodesic Flow Kernel Transfer for Many-Task Optimization.
SSCI
Yang-Tao Dai, Xiao-Fang Liu, Zhi-Hui Zhan, Jinghui Zhong, Jun Zhang
2023 J jnl
Cooperative Differential Evolution With an Attention-Based Prediction Strategy for Dynamic Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Xiao-Fang Liu, Jun Zhang, Jun Wang
2023 J jnl
Cooperative Particle Swarm Optimization With a Bilevel Resource Allocation Mechanism for Large-Scale Dynamic Optimization.
IEEE Trans. Cybern.
Xiao-Fang Liu, Jun Zhang, Jun Wang
2023 J jnl
Incremental particle swarm optimization for large-scale dynamic optimization with changing variable interactions.
Appl. Soft Comput.
Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang
2023 J jnl
Interaction-Based Prediction for Dynamic Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Xiao-Fang Liu, Xin-Xin Xu, Zhi-Hui Zhan, Yongchun Fang, Jun Zhang
2023 J jnl
Strength Learning Particle Swarm Optimization for Multiobjective Multirobot Task Scheduling.
IEEE Trans. Syst. Man Cybern. Syst.
Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang
2022 — conf
Efficient Extended Ant Colony Optimization for Capacitated Electric Vehicle Routing.
SSCI
Bo-Cheng Lin, Xiao-Fang Liu, Yi Mei
2022 J jnl
Resource-Aware Distributed Differential Evolution for Training Expensive Neural-Network-Based Controller in Power Electronic Circuit.
IEEE Trans. Neural Networks Learn. Syst.
Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang
2021 — conf
An Efficient Ant Colony System for Multi-Robot Task Allocation with Large-scale Cooperative Tasks and Precedence Constraints.
SSCI
Xiao-Fang Liu, Bo-Cheng Lin, Zhi-Hui Zhan, Sang-Woon Jeon, Jun Zhang
2021 — conf
Comparative Analysis of Five Local Search Operators on Visiting Constrained Multiple Traveling Salesmen Problem.
SSCI
Xin-Xin Liu, Dong Liu, Qiang Yang, Xiao-Fang Liu, Wei-Jie Yu, Jun Zhang
2021 J jnl
Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT.
Inf.
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, Xiao-Ming Qiu, Xiang-Ran Cai
2021 J jnl
Simulation and modeling of microblog-based spread of public opinions on emergencies.
Neural Comput. Appl.
Jing-hua Zhao, Da-Lin Zeng, Jiang-Tao Qin, Hong-Ming Si, Xiao-Fang Liu
2020 J jnl
Cooperative particle swarm optimization with reference-point-based prediction strategy for dynamic multiobjective optimization.
Appl. Soft Comput.
Xiao-Fang Liu, Yu-Ren Zhou, Xue Yu
2020 J jnl
Neural Network-Based Information Transfer for Dynamic Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Xiao-Fang Liu, Zhi-Hui Zhan, Tianlong Gu, Sam Kwong, Zhenyu Lu, Henry Been-Lirn Duh, Jun Zhang
2020 J jnl
The two-echelon multi-objective location routing problem inspired by realistic waste collection applications: The composable model and a metaheuristic algorithm.
Appl. Soft Comput.
Xue Yu, Yuren Zhou, Xiao-Fang Liu
2019 J jnl
A novel hybrid genetic algorithm for the location routing problem with tight capacity constraints.
Appl. Soft Comput.
Xue Yu, Yuren Zhou, Xiao-Fang Liu
2019 J jnl
Dual-archive-based particle swarm optimization for dynamic optimization.
Appl. Soft Comput.
Xiao-Fang Liu, Yu-Ren Zhou, Xue Yu, Ying Lin
2019 J jnl
Historical and Heuristic-Based Adaptive Differential Evolution.
IEEE Trans. Syst. Man Cybern. Syst.
Xiao-Fang Liu, Zhi-Hui Zhan, Ying Lin, Wei-Neng Chen, Yue-Jiao Gong, Tianlong Gu, Huaqiang Yuan, Jun Zhang
2018 J jnl
Fuzzy Evaluation Method for Equipment Performance Based on Synthetical Analysis of Its Testing Information.
J. Inf. Hiding Multim. Signal Process.
Xiao-Fang Liu, Rui Huang, Zhong-xia Liu
2009 — conf
Study on Pre-processing Methods of Precision Bearing Vibration Signal.
ESIAT (2)
Qing-Jie Liu, Xiao-Fang Liu, Zhan Jun