Yu Xue

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 71

Top Topics

Evolutionary Algorithm

Optimisation Problems

Top Venues

Appl. Soft Comput.

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

Xianfang Song, Denghui Xu, Chao Peng, Yong Zhang, Yu Xue
A two-stage frequency-domain generation algorithm based on differential evolution for black-box adversarial samples. Expert Syst. Appl. 249 (2024)
Yixia Zhang, Yu Xue, Ferrante Neri
Multi-Optimiser Training for GANs Based on Evolutionary Computation. CEC (2024)
Yu Xue, Jiajie Zha, Mohamed Wahib, Tinghui Ouyang, Xiao Wang
Neural architecture search via similarity adaptive guidance. Appl. Soft Comput. 162 (2024)
Yu Xue, Chenchen Zhu, MengChu Zhou, Mohamed Wahib, Moncef Gabbouj
A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism. CoRR (2024)
Yu Xue, Kun Chen, Ferrante Neri
Differentiable Architecture Search With Attention Mechanisms for Generative Adversarial Networks. IEEE Trans. Emerg. Top. Comput. Intell. 8 (4) (2024)
Chenyi Zhang, Yu Xue, Ferrante Neri, Xu Cai, Adam Slowik
Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification. Int. J. Neural Syst. 34 (3) (2024)
Yu Xue, Xiaolong Han, Zehong Wang
Self-Adaptive Weight Based on Dual-Attention for Differentiable Neural Architecture Search. IEEE Trans. Ind. Informatics 20 (4) (2024)
Yan Wang, Liangli Zhen, Jianwei Zhang, Miqing Li, Lei Zhang, Zizhou Wang, Yangqin Feng, Yu Xue, Xiao Wang, Zheng Chen, Tao Luo, Rich Siow Mong Goh, Yong Liu
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis. IEEE Trans. Evol. Comput. 28 (3) (2024)
Pengcheng Jiang, Yu Xue, Ferrante Neri, Mohamed Wahib
Surrogate-Assisted Evolutionary Neural Architecture Search with Isomorphic Training and Prediction. ICIC (2) (2024)
Yu Xue, Changchang Lu, Ferrante Neri, Jiafeng Qin
Improved Differentiable Architecture Search With Multi-Stage Progressive Partial Channel Connections. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Xu Cai, Yu Xue
A Population Initialization Method Based on Similarity and Mutual Information in Evolutionary Algorithm for Bi-Objective Feature Selection. ACM Trans. Evol. Learn. Optim. 4 (3) (2024)
Xiaobing Yu, Zhengpeng Hu, Wenguan Luo, Yu Xue
Reinforcement learning-based multi-objective differential evolution algorithm for feature selection. Inf. Sci. 661 (2024)
Yu Xue, Weinan Tong, Ferrante Neri, Peng Chen, Tao Luo, Liangli Zhen, Xiao Wang
Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight Sharing. IEEE Trans. Evol. Comput. 28 (3) (2024)
Zhenman Zhang, Yu Xue, Adam Slowik, Ziming Yuan
Sle-CNN: a novel convolutional neural network for sleep stage classification. Neural Comput. Appl. 35 (23) (2023)
Pengcheng Jiang, Yu Xue, Ferrante Neri
Continuously evolving dropout with multi-objective evolutionary optimisation. Eng. Appl. Artif. Intell. 124 (2023)
Pengcheng Jiang, Yu Xue, Ferrante Neri
Convolutional neural network pruning based on multi-objective feature map selection for image classification. Appl. Soft Comput. 139 (2023)
Yu Xue, Jiafeng Qin
Partial Connection Based on Channel Attention for Differentiable Neural Architecture Search. IEEE Trans. Ind. Informatics 19 (5) (2023)
Yu Xue, Chen Chen, Adam Slowik
Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack. IEEE Trans. Evol. Comput. 27 (4) (2023)
Yu Xue, Xu Cai, Weiwei Jia
Particle swarm optimization based on filter-based population initialization method for feature selection in classification. J. Ambient Intell. Humaniz. Comput. 14 (6) (2023)
Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Yu Xue, Juan Mario Haut, Antonio Plaza
AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yu Xue, Yiling Tong, Ferrante Neri
A hybrid training algorithm based on gradient descent and evolutionary computation. Appl. Intell. 53 (18) (2023)
Yu Xue, Haokai Zhu, Ferrante Neri
A feature selection approach based on NSGA-II with ReliefF. Appl. Soft Comput. 134 (2023)
Yu Xue, Yihang Tang, Xin Xu, Jiayu Liang, Ferrante Neri
Multi-Objective Feature Selection With Missing Data in Classification. IEEE Trans. Emerg. Top. Comput. Intell. 6 (2) (2022)
Yu Xue, Yankang Wang, Jiayu Liang
A self-adaptive gradient descent search algorithm for fully-connected neural networks. Neurocomputing 478 (2022)
Yu Xue, Qi Zhang, Yan Zhao
An improved brain storm optimization algorithm with new solution generation strategies for classification. Eng. Appl. Artif. Intell. 110 (2022)
Yu Xue, Bernard-Marie Onzo, Romany Fouad Mansour, Shoubao Su
Deep Convolutional Neural Network Approach for COVID-19 Detection. Comput. Syst. Sci. Eng. 42 (1) (2022)
Yu Xue, Jiafeng Qin
Partial Connection Based on Channel Attention for Differentiable Neural Architecture Search. CoRR (2022)
Jiayu Liang, Yu Xue
Bloat-aware GP-based methods with bloat quantification. Appl. Intell. 52 (4) (2022)
Yu Xue, Yan Zhao
Structure and weights search for classification with feature selection based on brain storm optimization algorithm. Appl. Intell. 52 (5) (2022)
Yu Xue, Yiling Tong, Ferrante Neri
An ensemble of differential evolution and Adam for training feed-forward neural networks. Inf. Sci. 608 (2022)
Yu Xue, Xu Cai, Ferrante Neri
A multi-objective evolutionary algorithm with interval based initialization and self-adaptive crossover operator for large-scale feature selection in classification. Appl. Soft Comput. 127 (2022)
Jiayu Liang, Ludi Zheng, Han Wu, Yu Xue
Preference-driven multi-objective GP search for regression models with new dominance principle and performance indicators. Appl. Intell. 52 (14) (2022)
Jin Qi, Yaochen Ling, Binglong Ji, Yali Liu, Zixin Shen, Bin Xu, Yu Xue, Yanfei Sun
Research on a collaboration model of green closed-loop supply chains towards intelligent manufacturing. Multim. Tools Appl. 81 (28) (2022)
Yu Xue, Haokai Zhu, Ferrante Neri
A self-adaptive multi-objective feature selection approach for classification problems. Integr. Comput. Aided Eng. 29 (1) (2022)
Yu Xue, Ziming Yuan
HDAM: Heuristic Difference Attention Module for Convolutional Neural Networks. CoRR (2022)
Yu Xue, Ziming Yuan, Adam Slowik
A Novel Sleep Stage Classification Using CNN Generated by an Efficient Neural Architecture Search with a New Data Processing Trick. CoRR (2021)
Yu Xue, Bernard-Marie Onzo, Ferrante Neri
Intrusion Detection System Based on an Updated ANN Model. ICSI (2) (2021)
Yu Xue, Ziming Yuan, Ferrante Neri
ConAM: Confidence Attention Module for Convolutional Neural Networks. CoRR (2021)
Yu Xue, Yihang Tang, Xin Xu, Jiayu Liang, Ferrante Neri
Multi-objective Feature Selection with Missing Data in Classification. CoRR (2021)
Yu Xue, Yankang Wang, Jiayu Liang, Adam Slowik
A Self-Adaptive Mutation Neural Architecture Search Algorithm Based on Blocks. IEEE Comput. Intell. Mag. 16 (3) (2021)
Yu Xue, Haokai Zhu, Jiayu Liang, Adam Slowik
Adaptive crossover operator based multi-objective binary genetic algorithm for feature selection in classification. Knowl. Based Syst. 227 (2021)
Yu Xue, Pengcheng Jiang, Ferrante Neri, Jiayu Liang
A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks. Int. J. Neural Syst. 31 (9) (2021)
Yu Xue, Jiafeng Qin, Shoubao Su, Adam Slowik
Brain Storm Optimization Based Clustering for Learning Behavior Analysis. Comput. Syst. Sci. Eng. 39 (2) (2021)
Yu Xue, Yan Zhao, Adam Slowik
Classification Based on Brain Storm Optimization With Feature Selection. IEEE Access 9 (2021)
Yu Xue, Qi Zhang, Ferrante Neri
Self-Adaptive Particle Swarm Optimization-Based Echo State Network for Time Series Prediction. Int. J. Neural Syst. 31 (12) (2021)
Jiayu Liang, Yu Xue
Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression. Neural Process. Lett. 53 (3) (2021)
Jiayu Liang, Yu Xue
An adaptive GP-based memetic algorithm for symbolic regression. Appl. Intell. 50 (11) (2020)
Jiayu Liang, Yu Xue, Jianming Wang
Bi-objective memetic GP with dispersion-keeping Pareto evaluation for real-world regression. Inf. Sci. 539 (2020)
Yu Xue, Tao Tang, Wei Pang, Alex X. Liu
Self-adaptive parameter and strategy based particle swarm optimization for large-scale feature selection problems with multiple classifiers. Appl. Soft Comput. 88 (2020)
Jiayu Liang, Yu Xue, Jianming Wang
Genetic programming based feature construction methods for foreground object segmentation. Eng. Appl. Artif. Intell. 89 (2020)
Jiayu Liang, Yuxin Liu, Yu Xue
Preference-driven Pareto front exploitation for bloat control in genetic programming. Appl. Soft Comput. 92 (2020)
Yu Xue, Weiwei Jia, Alex X. Liu
A Particle Swarm Optimization with Filter-based Population Initialization for Feature Selection. CEC (2019)
Yu Xue, Tao Tang, Alex X. Liu
Feedforward neural network based on ensemble evolutionary algorithm with self-adaptive strategy and parameter for intrusion detection. Int. J. Wirel. Mob. Comput. 17 (2) (2019)
Yu Xue, Tao Tang, Alex X. Liu
Large-Scale Feedforward Neural Network Optimization by a Self-Adaptive Strategy and Parameter Based Particle Swarm Optimization. IEEE Access 7 (2019)
Jiongming Jiang, Yu Xue, Tinghuai Ma, Zhongyang Chen
Improved artificial bee colony algorithm with differential evolution for the numerical optimisation problems. Int. J. Comput. Sci. Eng. 16 (1) (2018)
Tinghuai Ma, Jing Jia, Yu Xue, Yuan Tian, Abdullah Al-Dhelaan, Mznah Al-Rodhaan
NN queries in social networks. Appl. Soft Comput. 66 (2018)
Tinghuai Ma, Dongdong Jia, Honghao Zhou, Yu Xue, Jie Cao
Feature selection using forest optimization algorithm based on contribution degree. Intell. Data Anal. 22 (6) (2018)
Tinghuai Ma, Yu Hao, Xiafei Suo, Yu Xue, Jie Cao
A weighted collaboration network generalization method for privacy protection in C-DBLP. Intell. Data Anal. 22 (1) (2018)
Yu Xue, Weiwei Jia, Xuejian Zhao, Wei Pang
An Evolutionary Computation Based Feature Selection Method for Intrusion Detection. Secur. Commun. Networks 2018 (2018)
Yu Xue, Jiongming Jiang, Binping Zhao, Tinghuai Ma
A self-adaptive artificial bee colony algorithm based on global best for global optimization. Soft Comput. 22 (9) (2018)
Yu Xue, Binping Zhao, Tinghuai Ma, Wei Pang
A Self-Adaptive Fireworks Algorithm for Classification Problems. IEEE Access 6 (2018)
Yu Xue, Binping Zhao, Tinghuai Ma, Alex X. Liu
An evolutionary classification method based on fireworks algorithm. Int. J. Bio Inspired Comput. 11 (3) (2018)
Binping Zhao, Yu Xue, Bin Xu, Tinghuai Ma, Jingfa Liu
Multi-objective classification based on NSGA-II. Int. J. Comput. Sci. Math. 9 (6) (2018)
Jingfa Liu, Dawen Wang, Kun He, Yu Xue
Combining Wang-Landau sampling algorithm and heuristics for solving the unequal-area dynamic facility layout problem. Eur. J. Oper. Res. 262 (3) (2017)
Mingan Wang, Shuo Feng, Jianming Li, Zhonghua Li, Yu Xue, Dongliang Guo
Cloud Model-Based Artificial Immune Network for Complex Optimization Problem. Comput. Intell. Neurosci. 2017 (2017)
Jingfa Liu, Jian Li, Zhipeng Lü, Yu Xue
A quasi-human strategy-based improved basin filling algorithm for the orthogonal rectangular packing problem with mass balance constraint. Comput. Ind. Eng. 107 (2017)
Jingfa Liu, Liang Hao, Gang Li, Yu Xue, Zhaoxia Liu, Juan Huang
Multi-objective layout optimization of a satellite module using the Wang-Landau sampling method with local search. Frontiers Inf. Technol. Electron. Eng. 17 (6) (2016)
Jingfa Liu, Kewang Zhang, Yonglei Yao, Yu Xue, Tinzhao Guan
A heuristic quasi-physical algorithm with coarse and fine adjustment for multi-objective weighted circles packing problem. Comput. Ind. Eng. 101 (2016)
Yu Xue, Binping Zhao, Tinghuai Ma
Performance analysis for clustering algorithms. Int. J. Comput. Sci. Math. 7 (5) (2016)
Yu Xue, Tao Tang, Tinghuai Ma
Classification Based on Brain Storm Optimization Algorithm. BIC-TA (1) (2016)
Yu Xue, Binping Zhao, Tinghuai Ma
Classification Based on Fireworks Algorithm. BIC-TA (2) (2016)
Yu Xue, Shuiming Zhong, Tinghuai Ma, Jie Cao
A Hybrid Evolutionary Algorithm for Numerical Optimization Problem. Intell. Autom. Soft Comput. 21 (4) (2015)
Yu Xue, Jiongming Jiang, Tinghuai Ma, Chi Li
The performance research of artificial bee colony algorithm on the large scale global optimisation problems. Int. J. Wirel. Mob. Comput. 9 (3) (2015)