Xiaoyan Sun

According to our database, Xiaoyan Sun authored at least 70 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Source Free Semi-Supervised Transfer Learning for Diagnosis of Mental Disorders on fMRI Scans.

Yao Hu, Zhi-An Huang, Rui Liu, Xiaoming Xue, Xiaoyan Sun, Linqi Song, Kay Chen Tan

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Multiparticipant Federated Feature Selection Algorithm With Particle Swarm Optimization for Imbalanced Data Under Privacy Protection.

Ying Hu, Yong Zhang, Dunwei Gong, Xiaoyan Sun

IEEE Trans. Artif. Intell., October, 2023

Multi-objective particle swarm optimisation of complex product change plan considering service performance.

Ruizhao Zheng, Yong Zhang, Xiaoyan Sun, Faguang Wang, Lei Yang, Chen Peng, Yulong Wang

CAAI Trans. Intell. Technol., September, 2023

Communication Efficient Federated Learning With Heterogeneous Structured Client Models.

Yao Hu, Xiaoyan Sun, Ye Tian, Linqi Song, Kay Chen Tan

IEEE Trans. Emerg. Top. Comput. Intell., June, 2023

Multisurrogate-Assisted Multitasking Particle Swarm Optimization for Expensive Multimodal Problems.

Xinfang Ji, Yong Zhang, Dunwei Gong, Xiaoyan Sun, Yinan Guo

IEEE Trans. Cybern., April, 2023

Objective-Constraint Mutual-Guided Surrogate-Based Particle Swarm Optimization for Expensive Constrained Multimodal Problems.

Yong Zhang, Xinfang Ji, Xiao-Zhi Gao, Dun-Wei Gong, Xiaoyan Sun

IEEE Trans. Evol. Comput., 2023

Multi-granularity Autonomous Intelligent Method for Operation Optimization of Integrated Coal Mine Energy Systems.

Yan Wang, Dunwei Gong, Xiaoyan Sun

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Clustering-Guided Particle Swarm Feature Selection Algorithm for High-Dimensional Imbalanced Data With Missing Values.

Yong Zhang, Yan-Hu Wang, Dun-Wei Gong, Xiaoyan Sun

IEEE Trans. Evol. Comput., 2022

A Multitask Bee Colony Band Selection Algorithm With Variable-Size Clustering for Hyperspectral Images.

Chun-lin He, Yong Zhang, Dunwei Gong, Xianfang Song, Xiaoyan Sun

IEEE Trans. Evol. Comput., 2022

Multisource Heterogeneous User-Generated Contents-Driven Interactive Estimation of Distribution Algorithms for Personalized Search.

Lin Bao, Xiaoyan Sun, Dunwei Gong, Yong Zhang

IEEE Trans. Evol. Comput., 2022

Multi-source transfer learning guided ensemble LSTM for building multi-load forecasting.

Chao Peng, Yifan Tao, Zhipeng Chen, Yong Zhang, Xiaoyan Sun

Expert Syst. Appl., 2022

2021

Dual-Surrogate-Assisted Cooperative Particle Swarm Optimization for Expensive Multimodal Problems.

Xinfang Ji, Yong Zhang, Dunwei Gong, Xiaoyan Sun

IEEE Trans. Evol. Comput., 2021

A multi-strategy integrated multi-objective artificial bee colony for unsupervised band selection of hyperspectral images.

Yong Zhang, Chun-lin He, Xianfang Song, Xiaoyan Sun

Swarm Evol. Comput., 2021

Feature selection using bare-bones particle swarm optimization with mutual information.

Xianfang Song, Yong Zhang, Dun-Wei Gong, Xiaoyan Sun

Pattern Recognit., 2021

A Reduced Mixed Representation Based Multi-Objective Evolutionary Algorithm for Large-Scale Overlapping Community Detection.

Yongkang Luo, Kening Zhang, Haipeng Yang, Feng Liu, Shuai Luo, Lei Zhang, Xiaoyan Sun

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation.

Yang Chen, Xiaoyan Sun, Yaochu Jin

IEEE Trans. Neural Networks Learn. Syst., 2020

Variable-Size Cooperative Coevolutionary Particle Swarm Optimization for Feature Selection on High-Dimensional Data.

Xianfang Song, Yong Zhang, Yi-Nan Guo, Xiaoyan Sun, Yong-Li Wang

IEEE Trans. Evol. Comput., 2020

Language model based interactive estimation of distribution algorithm.

Yang Chen, Yaochu Jin, Xiaoyan Sun

Knowl. Based Syst., 2020

Restricted Boltzmann Machine-driven Interactive Estimation of Distribution Algorithm for personalized search.

Lin Bao, Xiaoyan Sun, Yang Chen, Dunwei Gong, Yongwei Zhang

Knowl. Based Syst., 2020

Binary differential evolution with self-learning for multi-objective feature selection.

Yong Zhang, Dun-Wei Gong, Xiao-Zhi Gao, Tian Tian, Xiaoyan Sun

Inf. Sci., 2020

Multi-objective feature selection based on artificial bee colony: An acceleration approach with variable sample size.

Xiao-han Wang, Yong Zhang, Xiaoyan Sun, Yong-Li Wang, Chang-he Du

Appl. Soft Comput., 2020

Enhanced Interactive Estimation of Distribution Algorithms with Attention Mechanism and Restricted Boltzmann Machine.

Lin Bao, Xiaoyan Sun, Dunwei Gong, Yong Zhang, Biao Xu

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Enhanced NSGA-II with evolving directions prediction for interval multi-objective optimization.

Xiaoyan Sun, Lin Zhao, Pengfei Zhang, Lin Bao, Yang Chen

Swarm Evol. Comput., 2019

Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation.

Yang Chen, Xiaoyan Sun, Yaochu Jin

CoRR, 2019

Fast Data Reduction With Granulation-Based Instances Importance Labeling.

Xiaoyan Sun, Lian Liu, Cong Geng, Shaofeng Yang

IEEE Access, 2019

An Enhanced LSTM for Trend Following of Time Series.

Yao Hu, Xiaoyan Sun, Xin Nie, Yuzhu Li, Lian Liu

IEEE Access, 2019

DPM-IEDA: Dual Probabilistic Model Assisted Interactive Estimation of Distribution Algorithm for Personalized Search.

Yang Chen, Xiaoyan Sun, Dunwei Gong, Xiangjuan Yao

IEEE Access, 2019

Federated Learning Assisted Interactive EDA with Dual Probabilistic Models for Personalized Search.

Yang Chen, Xiaoyan Sun, Yao Hu

Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

Model and Feature Aggregation Based Federated Learning for Multi-sensor Time Series Trend Following.

Yao Hu, Xiaoyan Sun, Yang Chen, Zishuai Lu

Proceedings of the Advances in Computational Intelligence, 2019

Many-Objective Evolutionary Optimization Based Economic Dispatch of Integrated Energy System with Multi-microgrid and CHP.

Jinlei Wang, Xiaoyan Sun, Dunwei Gong, Lin Zhao, Yongli Wang, Chang-he Du

Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

2018

Restricted Boltzmann Machine-Assisted Estimation of Distribution Algorithm for Complex Problems.

Lin Bao, Xiaoyan Sun, Yang Chen, Guangyi Man, Hui Shao

Complex., 2018

2017

Personalized Search Inspired Fast Interactive Estimation of Distribution Algorithm and Its Application.

Yang Chen, Xiaoyan Sun, Dunwei Gong, Yong Zhang, Jong Choi, Scott Klasky

IEEE Trans. Evol. Comput., 2017

Set-based many-objective optimization guided by a preferred region.

Dunwei Gong, Fenglin Sun, Jing Sun, Xiaoyan Sun

Neurocomputing, 2017

Many-objective evolutionary optimization based on reference points.

Yiping Liu, Dunwei Gong, Xiaoyan Sun, Yong Zhang

Appl. Soft Comput., 2017

Improved Interval Multi-objective Evolutionary Optimization Algorithm Based on Directed Graph.

Xiaoyan Sun, Pengfei Zhang, Yang Chen, Yong Zhang

Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017

Interactive genetic algorithm with implicit uncertainty evaluation for application in personalized search.

Xiaoyan Sun, Yang Chen, Lin Bao, Ruidong Xu

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Interactive Genetic Algorithm with Group Intelligence Articulated Possibilistic Condition Preference Model.

Xiaoyan Sun, Lixia Zhu, Lin Bao, Lian Liu, Xin Nie

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

2016

Indicator-based set evolution particle swarm optimization for many-objective problems.

Xiaoyan Sun, Yang Chen, Yiping Liu, Dunwei Gong

Soft Comput., 2016

Fuzzy cost-based feature selection using interval multi-objective particle swarm optimization algorithm.

Yong Zhang, Jianhua Zhang, Yi-Nan Guo, Xiaoyan Sun

J. Intell. Fuzzy Syst., 2016

Solving robot Path Planning in an Environment with Terrains Based on Interval Multi-objective PSO.

Na Geng, Xiaoyan Sun, Dunwei Gong, Yong Zhang

Int. J. Robotics Autom., 2016

A synthesized ranking-assisted NSGA-II for interval multi-objective optimization.

Pengfei Zhang, Ruidong Xu, Xiaoyan Sun, Dunwei Gong, Yong Zhang, Jong Choi

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

A set-based genetic algorithm for solving the many-objective optimization problem.

Dunwei Gong, Gengxing Wang, Xiaoyan Sun, Yuyan Han

Soft Comput., 2015

Evaluating individuals in interactive genetic algorithms using variational granularity.

Dun-Wei Gong, Jian Chen, Xiaoyan Sun, Jing Sun

Soft Comput., 2015

Set-Based Many-Objective Optimization Guided by Preferred Regions.

Dun-Wei Gong, Fenglin Sun, Jing Sun, Xiaoyan Sun

Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015

2014

Adaptive bare-bones particle swarm optimization algorithm and its convergence analysis.

Yong Zhang, Dun-Wei Gong, Xiaoyan Sun, Na Geng

Soft Comput., 2014

Interactive evolutionary algorithms with decision-maker's preferences for solving interval multi-objective optimization problems.

Dunwei Gong, Xinfang Ji, Jing Sun, Xiaoyan Sun

Neurocomputing, 2014

Hybrid bare-bones PSO for dynamic economic dispatch with valve-point effects.

Yong Zhang, Dun-Wei Gong, Na Geng, Xiaoyan Sun

Appl. Soft Comput., 2014

Multi-objective PSO Algorithm for Feature Selection Problems with Unreliable Data.

Yong Zhang, Changhong Xia, Dun-Wei Gong, Xiaoyan Sun

Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

Sets evolution-based particle swarm optimization for many-objective problems.

Xiaoyan Sun, Ruidong Xu, Yong Zhang, Dunwei Gong

Proceedings of the IEEE International Conference on Information and Automation, 2014

A reference points-based evolutionary algorithm for many-objective optimization.

Yiping Liu, Dunwei Gong, Xiaoyan Sun, Yong Zhang

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

A New Surrogate-Assisted Interactive Genetic Algorithm With Weighted Semisupervised Learning.

Xiaoyan Sun, Dunwei Gong, Yaochu Jin, Shanshan Chen

IEEE Trans. Cybern., 2013

Set-based genetic algorithms for solving many-objective optimization problems.

Dunwei Gong, Gengxing Wang, Xiaoyan Sun

Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

Surrogate enhanced interactive genetic algorithm with weighted Gaussian process.

Shanshan Chen, Xiaoyan Sun, Dunwei Gong, Yong Zhang

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013

2012

Interactive genetic algorithms with large population and semi-supervised learning.

Xiaoyan Sun, Dunwei Gong, Wei Zhang

Appl. Soft Comput., 2012

Application of Variational Granularity Language Sets in Interactive Genetic Algorithms.

Dunwei Gong, Jian Chen, Xiaoyan Sun, Yong Zhang

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Short-term photovoltaic power forecasting with weighted support vector machine.

Ruidong Xu, Hao Chen, Xiaoyan Sun

Proceedings of the 2012 IEEE International Conference on Automation and Logistics, 2012

Interactive genetic algorithm assisted with collective intelligence from group decision making.

Xiaoyan Sun, Lei Yang, Dunwei Gong, Ming Li

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Applying knowledge of users with similar preference to construct surrogate models of IGAs.

Dunwei Gong, Lei Yang, Xiaoyan Sun, Ming Li

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Evolutionary algorithms for optimization problems with uncertainties and hybrid indices.

Dun-Wei Gong, Na-na Qin, Xiaoyan Sun

Inf. Sci., 2011

Interactive genetic algorithms with individual's fuzzy fitness.

Dun-Wei Gong, Jie Yuan, Xiaoyan Sun

Comput. Hum. Behav., 2011

Optimizing Interval Multi-objective Problems Using IEAs with Preference Direction.

Jing Sun, Dunwei Gong, Xiaoyan Sun

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Solving interval multi-objective optimization problems using evolutionary algorithms with preference polyhedron.

Jing Sun, Dunwei Gong, Xiaoyan Sun

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Grid-based knowledge-guided interactive genetic algorithm and its application to curtain design.

Xiaoyan Sun, Jian Chen, Xiaoping Ma, Dunwei Gong

Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Interval Fitness Interactive Genetic Algorithms with Variational Population Size Based on Semi-supervised Learning.

Xiaoyan Sun, Jie Ren, Dunwei Gong

Proceedings of the Advances in Neural Networks, 2010

Evolutionary algorithms for multi-objective optimization problems with interval parameters.

Dunwei Gong, Na-na Qin, Xiaoyan Sun

Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

2009

Interactive Genetic Algorithms with Variational Population Size.

Jie Ren, Dun-Wei Gong, Xiaoyan Sun, Jie Yuan, Ming Li

Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009

Classification and regression-based surrogate model-assisted interactive genetic algorithm with individual's fuzzy fitness.

Xiaoyan Sun, Dunwei Gong, Subei Li

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Directed fuzzy graph-based surrogate model-assisted interactive genetic algorithms with uncertain individual's fitness.

Xiaoyan Sun, Dun-Wei Gong, Xiaoping Ma

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2007

Interactive genetic algorithms with multi-population adaptive hierarchy and their application in fashion design.

Dun-Wei Gong, Guo-sheng Hao, Yong Zhou, Xiaoyan Sun

Appl. Math. Comput., 2007

2006

Representative Selection for Cooperative Co-evolutionary Genetic Algorithms.

Xiaoyan Sun, Dun-Wei Gong, Guo-sheng Hao

Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006