Xiaoyan Sun

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 41

Top Topics

Estimation Of Distribution Algorithms

Reference Points

Genetic Algorithm

Top Venues

IEEE Trans. Evol. Comput.

Appl. Soft Comput.

Publications

Canyun Dai, Xiaoyan Sun, Hejuan Hu, Wei Song, Yong Zhang, Dunwei Gong
Multi-task multi-constraint differential evolution with elite-guided knowledge transfer for coal mine integrated energy system dispatching. CoRR (2024)
Xianfang Song, Zhipeng Chen, Jun Wang, Yong Zhang, Xiaoyan Sun
A multi-stage LSTM federated forecasting method for multi-loads under multi-time scales. Expert Syst. Appl. 253 (2024)
Xinfang Ji, Yong Zhang, Dunwei Gong, Xiaoyan Sun, Yinan Guo
Multisurrogate-Assisted Multitasking Particle Swarm Optimization for Expensive Multimodal Problems. IEEE Trans. Cybern. 53 (4) (2023)
Yong Zhang, Xinfang Ji, Xiao-Zhi Gao, Dun-Wei Gong, Xiaoyan Sun
Objective-Constraint Mutual-Guided Surrogate-Based Particle Swarm Optimization for Expensive Constrained Multimodal Problems. IEEE Trans. Evol. Comput. 27 (4) (2023)
Yan Wang, Dunwei Gong, Xiaoyan Sun
Multi-granularity Autonomous Intelligent Method for Operation Optimization of Integrated Coal Mine Energy Systems. IJCNN (2023)
Ying Hu, Yong Zhang, Dunwei Gong, Xiaoyan Sun
Multiparticipant Federated Feature Selection Algorithm With Particle Swarm Optimization for Imbalanced Data Under Privacy Protection. IEEE Trans. Artif. Intell. 4 (5) (2023)
Yao Hu, Zhi-An Huang, Rui Liu, Xiaoming Xue, Xiaoyan Sun, Linqi Song, Kay Chen Tan
Source Free Semi-Supervised Transfer Learning for Diagnosis of Mental Disorders on fMRI Scans. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Ruizhao Zheng, Yong Zhang, Xiaoyan Sun, Faguang Wang, Lei Yang, Chen Peng, Yulong Wang
Multi-objective particle swarm optimisation of complex product change plan considering service performance. CAAI Trans. Intell. Technol. 8 (3) (2023)
Yao Hu, Xiaoyan Sun, Ye Tian, Linqi Song, Kay Chen Tan
Communication Efficient Federated Learning With Heterogeneous Structured Client Models. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Chun-lin He, Yong Zhang, Dunwei Gong, Xianfang Song, Xiaoyan Sun
A Multitask Bee Colony Band Selection Algorithm With Variable-Size Clustering for Hyperspectral Images. IEEE Trans. Evol. Comput. 26 (6) (2022)
Lin Bao, Xiaoyan Sun, Dunwei Gong, Yong Zhang
Multisource Heterogeneous User-Generated Contents-Driven Interactive Estimation of Distribution Algorithms for Personalized Search. IEEE Trans. Evol. Comput. 26 (5) (2022)
Yong Zhang, Yan-Hu Wang, Dun-Wei Gong, Xiaoyan Sun
Clustering-Guided Particle Swarm Feature Selection Algorithm for High-Dimensional Imbalanced Data With Missing Values. IEEE Trans. Evol. Comput. 26 (4) (2022)
Xinfang Ji, Yong Zhang, Dunwei Gong, Xiaoyan Sun
Dual-Surrogate-Assisted Cooperative Particle Swarm Optimization for Expensive Multimodal Problems. IEEE Trans. Evol. Comput. 25 (4) (2021)
Yong Zhang, Chun-lin He, Xianfang Song, Xiaoyan Sun
A multi-strategy integrated multi-objective artificial bee colony for unsupervised band selection of hyperspectral images. Swarm Evol. Comput. 60 (2021)
Xianfang Song, Yong Zhang, Dun-Wei Gong, Xiaoyan Sun
Feature selection using bare-bones particle swarm optimization with mutual information. Pattern Recognit. 112 (2021)
Yang Chen, Yaochu Jin, Xiaoyan Sun
Language model based interactive estimation of distribution algorithm. Knowl. Based Syst. 200 (2020)
Xianfang Song, Yong Zhang, Yi-Nan Guo, Xiaoyan Sun, Yong-Li Wang
Variable-Size Cooperative Coevolutionary Particle Swarm Optimization for Feature Selection on High-Dimensional Data. IEEE Trans. Evol. Comput. 24 (5) (2020)
Lin Bao, Xiaoyan Sun, Yang Chen, Dunwei Gong, Yongwei Zhang
Restricted Boltzmann Machine-driven Interactive Estimation of Distribution Algorithm for personalized search. Knowl. Based Syst. 200 (2020)
Yong Zhang, Dun-Wei Gong, Xiao-Zhi Gao, Tian Tian, Xiaoyan Sun
Binary differential evolution with self-learning for multi-objective feature selection. Inf. Sci. 507 (2020)
Xiao-han Wang, Yong Zhang, Xiaoyan Sun, Yong-Li Wang, Chang-he Du
Multi-objective feature selection based on artificial bee colony: An acceleration approach with variable sample size. Appl. Soft Comput. 88 (2020)
Yang Chen, Xiaoyan Sun, Yaochu Jin
Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Lin Bao, Xiaoyan Sun, Dunwei Gong, Yong Zhang, Biao Xu
Enhanced Interactive Estimation of Distribution Algorithms with Attention Mechanism and Restricted Boltzmann Machine. CEC (2020)
Yao Hu, Xiaoyan Sun, Yang Chen, Zishuai Lu
Model and Feature Aggregation Based Federated Learning for Multi-sensor Time Series Trend Following. IWANN (1) (2019)
Yao Hu, Xiaoyan Sun, Xin Nie, Yuzhu Li, Lian Liu
An Enhanced LSTM for Trend Following of Time Series. IEEE Access 7 (2019)
Yang Chen, Xiaoyan Sun, Dunwei Gong, Xiangjuan Yao
DPM-IEDA: Dual Probabilistic Model Assisted Interactive Estimation of Distribution Algorithm for Personalized Search. IEEE Access 7 (2019)
Xiaoyan Sun, Lin Zhao, Pengfei Zhang, Lin Bao, Yang Chen
Enhanced NSGA-II with evolving directions prediction for interval multi-objective optimization. Swarm Evol. Comput. 49 (2019)
Yang Chen, Xiaoyan Sun, Yaochu Jin
Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation. CoRR (2019)
Xiaoyan Sun, Lian Liu, Cong Geng, Shaofeng Yang
Fast Data Reduction With Granulation-Based Instances Importance Labeling. IEEE Access 7 (2019)
Yang Chen, Xiaoyan Sun, Yao Hu
Federated Learning Assisted Interactive EDA with Dual Probabilistic Models for Personalized Search. ICSI (1) (2019)
Jinlei Wang, Xiaoyan Sun, Dunwei Gong, Lin Zhao, Yongli Wang, Chang-he Du
Many-Objective Evolutionary Optimization Based Economic Dispatch of Integrated Energy System with Multi-microgrid and CHP. BIC-TA (1) (2019)
Lin Bao, Xiaoyan Sun, Yang Chen, Guangyi Man, Hui Shao
Restricted Boltzmann Machine-Assisted Estimation of Distribution Algorithm for Complex Problems. Complex. 2018 (2018)
Xiaoyan Sun, Lixia Zhu, Lin Bao, Lian Liu, Xin Nie
Interactive Genetic Algorithm with Group Intelligence Articulated Possibilistic Condition Preference Model. SEAL (2017)
Xiaoyan Sun, Yang Chen, Lin Bao, Ruidong Xu
Interactive genetic algorithm with implicit uncertainty evaluation for application in personalized search. SSCI (2017)
Yiping Liu, Dunwei Gong, Xiaoyan Sun, Yong Zhang
Many-objective evolutionary optimization based on reference points. Appl. Soft Comput. 50 (2017)
Dunwei Gong, Fenglin Sun, Jing Sun, Xiaoyan Sun
Set-based many-objective optimization guided by a preferred region. Neurocomputing 228 (2017)
Yang Chen, Xiaoyan Sun, Dunwei Gong, Yong Zhang, Jong Choi, Scott Klasky
Personalized Search Inspired Fast Interactive Estimation of Distribution Algorithm and Its Application. IEEE Trans. Evol. Comput. 21 (4) (2017)
Xiaoyan Sun, Pengfei Zhang, Yang Chen, Yong Zhang
Improved Interval Multi-objective Evolutionary Optimization Algorithm Based on Directed Graph. ICSI (2) (2017)
Na Geng, Xiaoyan Sun, Dunwei Gong, Yong Zhang
Solving robot Path Planning in an Environment with Terrains Based on Interval Multi-objective PSO. Int. J. Robotics Autom. 31 (2) (2016)
Yong Zhang, Jianhua Zhang, Yi-Nan Guo, Xiaoyan Sun
Fuzzy cost-based feature selection using interval multi-objective particle swarm optimization algorithm. J. Intell. Fuzzy Syst. 31 (6) (2016)
Xiaoyan Sun, Yang Chen, Yiping Liu, Dunwei Gong
Indicator-based set evolution particle swarm optimization for many-objective problems. Soft Comput. 20 (6) (2016)
Pengfei Zhang, Ruidong Xu, Xiaoyan Sun, Dunwei Gong, Yong Zhang, Jong Choi
A synthesized ranking-assisted NSGA-II for interval multi-objective optimization. CEC (2016)
Dun-Wei Gong, Fenglin Sun, Jing Sun, Xiaoyan Sun
Set-Based Many-Objective Optimization Guided by Preferred Regions. ICIC (3) (2015)
Dun-Wei Gong, Jian Chen, Xiaoyan Sun, Jing Sun
Evaluating individuals in interactive genetic algorithms using variational granularity. Soft Comput. 19 (3) (2015)
Dunwei Gong, Gengxing Wang, Xiaoyan Sun, Yuyan Han
A set-based genetic algorithm for solving the many-objective optimization problem. Soft Comput. 19 (6) (2015)
Dunwei Gong, Xinfang Ji, Jing Sun, Xiaoyan Sun
Interactive evolutionary algorithms with decision-maker's preferences for solving interval multi-objective optimization problems. Neurocomputing 137 (2014)
Xiaoyan Sun, Ruidong Xu, Yong Zhang, Dunwei Gong
Sets evolution-based particle swarm optimization for many-objective problems. ICIA (2014)
Yiping Liu, Dunwei Gong, Xiaoyan Sun, Yong Zhang
A reference points-based evolutionary algorithm for many-objective optimization. GECCO (Companion) (2014)
Yong Zhang, Changhong Xia, Dun-Wei Gong, Xiaoyan Sun
Multi-objective PSO Algorithm for Feature Selection Problems with Unreliable Data. ICSI (1) (2014)
Yong Zhang, Dun-Wei Gong, Xiaoyan Sun, Na Geng
Adaptive bare-bones particle swarm optimization algorithm and its convergence analysis. Soft Comput. 18 (7) (2014)
Yong Zhang, Dun-Wei Gong, Na Geng, Xiaoyan Sun
Hybrid bare-bones PSO for dynamic economic dispatch with valve-point effects. Appl. Soft Comput. 18 (2014)
Xiaoyan Sun, Dunwei Gong, Yaochu Jin, Shanshan Chen
A New Surrogate-Assisted Interactive Genetic Algorithm With Weighted Semisupervised Learning. IEEE Trans. Cybern. 43 (2) (2013)
Dunwei Gong, Gengxing Wang, Xiaoyan Sun
Set-based genetic algorithms for solving many-objective optimization problems. UKCI (2013)
Shanshan Chen, Xiaoyan Sun, Dunwei Gong, Yong Zhang
Surrogate enhanced interactive genetic algorithm with weighted Gaussian process. CIDUE (2013)
Ruidong Xu, Hao Chen, Xiaoyan Sun
Short-term photovoltaic power forecasting with weighted support vector machine. ICAL (2012)
Xiaoyan Sun, Lei Yang, Dunwei Gong, Ming Li
Interactive genetic algorithm assisted with collective intelligence from group decision making. IEEE Congress on Evolutionary Computation (2012)
Xiaoyan Sun, Dunwei Gong, Wei Zhang
Interactive genetic algorithms with large population and semi-supervised learning. Appl. Soft Comput. 12 (9) (2012)
Dunwei Gong, Xinfang Ji, Jing Sun, Xiaoyan Sun
Interactive Evolutionary Algorithms with Decision-Maker's Preferences for Solving Interval Multi-objective Optimization Problems. ICIC (3) (2012)
Dunwei Gong, Jian Chen, Xiaoyan Sun, Yong Zhang
Application of Variational Granularity Language Sets in Interactive Genetic Algorithms. ICONIP (3) (2012)
Dunwei Gong, Lei Yang, Xiaoyan Sun, Ming Li
Applying knowledge of users with similar preference to construct surrogate models of IGAs. IEEE Congress on Evolutionary Computation (2012)
Jing Sun, Dunwei Gong, Xiaoyan Sun
Optimizing Interval Multi-objective Problems Using IEAs with Preference Direction. ICONIP (2) (2011)
Jing Sun, Dunwei Gong, Xiaoyan Sun
Solving interval multi-objective optimization problems using evolutionary algorithms with preference polyhedron. GECCO (2011)
Dun-Wei Gong, Jie Yuan, Xiaoyan Sun
Interactive genetic algorithms with individual's fuzzy fitness. Comput. Hum. Behav. 27 (5) (2011)
Dun-Wei Gong, Na-na Qin, Xiaoyan Sun
Evolutionary algorithms for optimization problems with uncertainties and hybrid indices. Inf. Sci. 181 (19) (2011)
Dunwei Gong, Na-na Qin, Xiaoyan Sun
Evolutionary algorithms for multi-objective optimization problems with interval parameters. BIC-TA (2010)
Xiaoyan Sun, Jian Chen, Xiaoping Ma, Dunwei Gong
Grid-based knowledge-guided interactive genetic algorithm and its application to curtain design. NaBIC (2010)
Xiaoyan Sun, Jie Ren, Dunwei Gong
Interval Fitness Interactive Genetic Algorithms with Variational Population Size Based on Semi-supervised Learning. ISNN (1) (2010)
Jie Ren, Dun-Wei Gong, Xiaoyan Sun, Jie Yuan, Ming Li
Interactive Genetic Algorithms with Variational Population Size. ICIC (2) (2009)
Xiaoyan Sun, Dunwei Gong, Subei Li
Classification and regression-based surrogate model-assisted interactive genetic algorithm with individual's fuzzy fitness. GECCO (2009)
Xiaoyan Sun, Dun-Wei Gong, Xiaoping Ma
Directed fuzzy graph-based surrogate model-assisted interactive genetic algorithms with uncertain individual's fitness. IEEE Congress on Evolutionary Computation (2009)
Dun-Wei Gong, Guo-sheng Hao, Yong Zhou, Xiaoyan Sun
Interactive genetic algorithms with multi-population adaptive hierarchy and their application in fashion design. Appl. Math. Comput. 185 (2) (2007)
Xiaoyan Sun, Dun-Wei Gong, Guo-sheng Hao
Representative Selection for Cooperative Co-evolutionary Genetic Algorithms. SEAL (2006)