An ensemble algorithm with self-adaptive learning techniques for high-dimensional numerical optimization. - Yu Xue 003; Shuiming Zhong; Yi Zhuang 002; Bin Xu 014 (Appl. Math. Comput., 2014)

An efficient energy hole alleviating algorithm for wireless sensor networks. - Yu Xue 003; Xiangmao Chang; Shuiming Zhong; Yi Zhuang 002 (IEEE Trans. Consumer Electron., 2014)

Discrete gbest-guided artificial bee colony algorithm for cloud service composition. - Ying Huo; Yi Zhuang 002; Jingjing Gu; Siru Ni; Yu Xue 003 (Appl. Intell., 2015)

A Hybrid Evolutionary Algorithm for Numerical Optimization Problem. - Yu Xue 003; Shuiming Zhong; Tinghuai Ma; Jie Cao 011 (Intell. Autom. Soft Comput., 2015)

The performance research of artificial bee colony algorithm on the large scale global optimisation problems. - Yu Xue 003; Jiongming Jiang; Tinghuai Ma; Chi Li (Int. J. Wirel. Mob. Comput., 2015)

A rapid learning algorithm for vehicle classification. - Xuezhi Wen; Ling Shao 001; Yu Xue 003; Wei Fang 007 (Inf. Sci., 2015)

Efficient Feature Selection and Classification for Vehicle Detection. - Xuezhi Wen; Ling Shao 001; Wei Fang 007; Yu Xue 003 (IEEE Trans. Circuits Syst. Video Technol., 2015)

Classification Based on Brain Storm Optimization Algorithm. - Yu Xue 003; Tao Tang; Tinghuai Ma (BIC-TA (1), 2016)

Classification Based on Fireworks Algorithm. - Yu Xue 003; Binping Zhao; Tinghuai Ma (BIC-TA (2), 2016)

Immune clonal algorithm based on directed evolution for multi-objective capacitated arc routing problem. - Ronghua Shang; Bingqi Du; Hongna Ma; Licheng Jiao; Yu Xue 003; Rustam Stolkin (Appl. Soft Comput., 2016)

A heuristic quasi-physical algorithm with coarse and fine adjustment for multi-objective weighted circles packing problem. - Jingfa Liu; Kewang Zhang; Yonglei Yao; Yu Xue 003; Tinzhao Guan (Comput. Ind. Eng., 2016)

Improved bat algorithm with optimal forage strategy and random disturbance strategy. - Xingjuan Cai; Xiao-Zhi Gao 001; Yu Xue 003 (Int. J. Bio Inspired Comput., 2016)

Performance analysis for clustering algorithms. - Yu Xue 003; Binping Zhao; Tinghuai Ma (Int. J. Comput. Sci. Math., 2016)

Terminal neural computing: Finite-time convergence and its applications. - Ying Kong; Huijuan Lu; Yu Xue 003; Haixia Xia (Neurocomputing, 2016)

A novel 3D model retrieval system based on three-view sketches. - Bin Cao 005; Yang Kang; Shujin Lin; Xiaonan Luo; Songhua Xu; Zhihan Lv; Yu Xue 003 (J. Intell. Fuzzy Syst., 2016)

Multi-objective layout optimization of a satellite module using the Wang-Landau sampling method with local search. - Jingfa Liu; Liang Hao; Gang Li; Yu Xue 003; Zhaoxia Liu; Juan Huang (Frontiers Inf. Technol. Electron. Eng., 2016)

An Improved Artificial Immune Network Based on the Secondary Immune Mechanism for Data Clustering. - Yangyang Li 001; Xiaoju Hou; Licheng Jiao; Yu Xue 003 (ICCCS (1), 2017)

Classifying Non-linear Gene Expression Data Using a Novel Hybrid Rotation Forest Method. - Huijuan Lu; Yaqiong Meng; Ke Yan 001; Yu Xue 003; Zhigang Gao (ICIC (3), 2017)

Dependence structure of Gabor wavelets for face recognition. - Chaorong Li; Yu Xue 003; Yuanyuan Huang 007 (SSCI, 2017)

A classification method based on self-adaptive artificial bee colony. - Yu Xue 003; Jiongming Jiang; Bing Xue 001; Mengjie Zhang 001 (SSCI, 2017)

Partitioned-cooperative quantum-behaved particle swarm optimization based on multilevel thresholding applied to medical image segmentation. - Yangyang Li 001; Xiaoyu Bai; Licheng Jiao; Yu Xue 003 (Appl. Soft Comput., 2017)

Integrated civilian-military pre-positioning of emergency supplies: A multiobjective optimization approach. - Yu-Jun Zheng 001; Yue Wang; Hai-Feng Ling; Yu Xue 003; Sheng-Yong Chen (Appl. Soft Comput., 2017)

A quasi-human strategy-based improved basin filling algorithm for the orthogonal rectangular packing problem with mass balance constraint. - Jingfa Liu; Jian Li; Zhipeng Lü; Yu Xue 003 (Comput. Ind. Eng., 2017)

Cloud Model-Based Artificial Immune Network for Complex Optimization Problem. - Mingan Wang; Shuo Feng 005; Jianming Li; Zhonghua Li; Yu Xue 003; Dongliang Guo (Comput. Intell. Neurosci., 2017)

Combining Wang-Landau sampling algorithm and heuristics for solving the unequal-area dynamic facility layout problem. - Jingfa Liu; Dawen Wang; Kun He 001; Yu Xue 003 (Eur. J. Oper. Res., 2017)

Distributed content filtering algorithm based on data label and policy expression in active distribution networks. - Song Deng; Dong Yue 001; Aihua Zhou; Xiong Fu; Lechan Yang; Yu Xue 003 (Neurocomputing, 2017)

Mining intrinsic information by matrix factorization-based approaches for collaborative filtering in recommender systems. - Yangyang Li 001; Dong Wang 042; Haiyang He; Licheng Jiao; Yu Xue 003 (Neurocomputing, 2017)

A hybrid feature selection algorithm for gene expression data classification. - Huijuan Lu; Junying Chen; Ke Yan 001; Qun Jin; Yu Xue 003; Zhigang Gao (Neurocomputing, 2017)

A cost-sensitive rotation forest algorithm for gene expression data classification. - Huijuan Lu; Lei Yang; Ke Yan 001; Yu Xue 003; Zhigang Gao (Neurocomputing, 2017)

An evolutionary deep neural network for predicting morbidity of gastrointestinal infections by food contamination. - Qin Song; Yu-Jun Zheng 001; Yu Xue 003; Weiguo Sheng 001; Mei-rong Zhao (Neurocomputing, 2017)

Gene selection for tumor classification using neighborhood rough sets and entropy measures. - Yumin Chen 002; Zunjun Zhang; Jianzhong Zheng; Ying Ma; Yu Xue 003 (J. Biomed. Informatics, 2017)

A novel oriented cuckoo search algorithm to improve DV-Hop performance for cyber-physical systems. - Zhihua Cui; Bin Sun 006; Gaige Wang; Yu Xue 003; Jinjun Chen (J. Parallel Distributed Comput., 2017)

Measures of uncertainty for neighborhood rough sets. - Yumin Chen 002; Yu Xue 003; Ying Ma; Feifei Xu (Knowl. Based Syst., 2017)

A novel knowledge-guided evolutionary scheduling strategy for energy-efficient connected coverage optimization in WSNs. - Yi-Nan Guo 001; Jian Cheng 004; Haiyuan Liu; Dunwei Gong; Yu Xue 003 (Peer-to-Peer Netw. Appl., 2017)

Prior knowledge guided differential evolution. - Qinqin Fan; Xuefeng Yan; Yu Xue 003 (Soft Comput., 2017)

A hybrid artificial bee colony for optimizing a reverse logistics network system. - Jun-Qing Li 001; Ji-dong Wang; Quan-Ke Pan; Pei-Yong Duan; Hong-yan Sang; Kai-Zhou Gao; Yu Xue 003 (Soft Comput., 2017)

Cooperative particle swarm optimization using MapReduce. - Yang Wang 075; Yangyang Li 001; Zhenghan Chen; Yu Xue 003 (Soft Comput., 2017)

Deep Conditional Random Field Approach to Transmembrane Topology Prediction and Application to GPCR Three-Dimensional Structure Modeling. - Hongjie Wu; Kun Wang 005; Liyao Lu; Yu Xue 003; Qiang Lyu; Min Jiang 009 (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

A Pythagorean-Type Fuzzy Deep Denoising Autoencoder for Industrial Accident Early Warning. - Yu-Jun Zheng 001; Sheng-Yong Chen; Yu Xue 003; Jin-Yun Xue (IEEE Trans. Fuzzy Syst., 2017)

Research on Coverage Probability in Ultra-Dense 5G Heterogeneous Cellular Networks Based on Poisson Clustered Process. - Li-yu Liu; Zhonggui Ma; Yu Xue 003; Wenbo Yan; Ying-ying Li (Wirel. Pers. Commun., 2017)

Defect Detection of Alumina Substrate with Adaptive Edge Detection Algorithm. - Chaorong Li; Liangwei Chen; Lihong Zhu; Yu Xue 003 (ICCCS (6), 2018)

A Self-Adaptive Fireworks Algorithm for Classification Problems. - Yu Xue 003; Binping Zhao; Tinghuai Ma; Wei Pang 001 (IEEE Access, 2018)

Protection of location privacy for moving kNN queries in social networks. - Tinghuai Ma; Jing Jia; Yu Xue 003; Yuan Tian 003; Abdullah Al-Dhelaan; Mznah Al-Rodhaan (Appl. Soft Comput., 2018)

A hybrid multi-objective firefly algorithm for big data optimization. - Hui Wang 002; Wenjun Wang 001; Laizhong Cui; Hui Sun 001; Jia Zhao 001; Yun Wang; Yu Xue 003 (Appl. Soft Comput., 2018)

A weighted collaboration network generalization method for privacy protection in C-DBLP. - Tinghuai Ma; Yu Hao; Xiafei Suo; Yu Xue 003; Jie Cao 011 (Intell. Data Anal., 2018)

Feature selection using forest optimization algorithm based on contribution degree. - Tinghuai Ma; Dongdong Jia; Honghao Zhou; Yu Xue 003; Jie Cao 011 (Intell. Data Anal., 2018)

An evolutionary classification method based on fireworks algorithm. - Yu Xue 003; Binping Zhao; Tinghuai Ma; Alex X. Liu (Int. J. Bio Inspired Comput., 2018)

Improved artificial bee colony algorithm with differential evolution for the numerical optimisation problems. - Jiongming Jiang; Yu Xue 003; Tinghuai Ma; Zhongyang Chen (Int. J. Comput. Sci. Eng., 2018)

Multi-objective classification based on NSGA-II. - Binping Zhao; Yu Xue 003; Bin Xu 014; Tinghuai Ma; Jingfa Liu (Int. J. Comput. Sci. Math., 2018)

Knowledge based differential evolution for cloud computing service composition. - Jin Qi; Bin Xu 014; Yu Xue 003; Kun Wang 005; Yanfei Sun (J. Ambient Intell. Humaniz. Comput., 2018)

Bat algorithm with triangle-flipping strategy for numerical optimization. - Xingjuan Cai; Hui Wang 002; Zhihua Cui; Jianghui Cai; Yu Xue 003; Lei Wang 006 (Int. J. Mach. Learn. Cybern., 2018)

A new validity index adapted to fuzzy clustering algorithm. - Wei Li 078; Kangshun Li; Luyan Guo; Ying Huang 001; Yu Xue 003 (Multim. Tools Appl., 2018)

Multipurpose watermarking for vector map protection and authentication. - Yuwei Peng; Hai Lan; Mingliang Yue; Yu Xue 003 (Multim. Tools Appl., 2018)

Memetic algorithm based on extension step and statistical filtering for large-scale capacitated arc routing problems. - Ronghua Shang; Bingqi Du; Kaiyun Dai; Licheng Jiao; Yu Xue 003 (Nat. Comput., 2018)

Text classification based on deep belief network and softmax regression. - Mingyang Jiang; Yanchun Liang 001; Xiaoyue Feng; Xiaojing Fan; Zhili Pei; Yu Xue 003; Renchu Guan (Neural Comput. Appl., 2018)

Generative adversarial network based telecom fraud detection at the receiving bank. - Yujun Zheng 001; Xiao-Han Zhou; Weiguo Sheng 001; Yu Xue 003; Sheng-Yong Chen (Neural Networks, 2018)

Self-adaptive bat algorithm for large scale cloud manufacturing service composition. - Bin Xu 014; Jin Qi; Xiaoxuan Hu; Kwong-Sak Leung; Yanfei Sun; Yu Xue 003 (Peer-to-Peer Netw. Appl., 2018)

An Evolutionary Computation Based Feature Selection Method for Intrusion Detection. - Yu Xue 003; Weiwei Jia 004; Xuejian Zhao; Wei Pang 001 (Secur. Commun. Networks, 2018)

Efficient business process consolidation: combining topic features with structure matching. - Ying Huang 001; Wei Li 078; Zhengping Liang; Yu Xue 003; Xiuni Wang (Soft Comput., 2018)

Recognizing the human attention state using cardiac pulse from the noncontact and automatic-based measurements. - Dazhi Jiang; Bo Hu; Yifei Chen; Yu Xue 003; Wei Li 078; Zhengping Liang (Soft Comput., 2018)

A self-adaptive artificial bee colony algorithm based on global best for global optimization. - Yu Xue 003; Jiongming Jiang; Binping Zhao; Tinghuai Ma (Soft Comput., 2018)

A novel cluster validity index for fuzzy C-means algorithm. - Shuling Yang; Kangshun Li; Zhengping Liang; Wei Li 078; Yu Xue 003 (Soft Comput., 2018)

Improved gene expression programming to solve the inverse problem for ordinary differential equations. - Kangshun Li; Yan Chen; Wei Li 078; Jun He 004; Yu Xue 003 (Swarm Evol. Comput., 2018)

Robust Dynamic Multi-Objective Vehicle Routing Optimization Method. - Yi-Nan Guo 001; Jian Cheng 004; Sha Luo; Dunwei Gong; Yu Xue 003 (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

A Grouping Particle Swarm Optimizer with Personal-Best-Position Guidance for Large Scale Optimization. - Weian Guo; Chengyong Si; Yu Xue 003; Yanfen Mao; Lei Wang 006; Qidi Wu (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

A Particle Swarm Optimization with Filter-based Population Initialization for Feature Selection. - Yu Xue 003; Weiwei Jia 004; Alex X. Liu (CEC, 2019)

Large-Scale Feedforward Neural Network Optimization by a Self-Adaptive Strategy and Parameter Based Particle Swarm Optimization. - Yu Xue 003; Tao Tang; Alex X. Liu (IEEE Access, 2019)

Water wave optimization for combinatorial optimization: Design strategies and applications. - Yujun Zheng 001; Xue-Qin Lu; Yi-Chen Du; Yu Xue 003; Wei-Guo Sheng 001 (Appl. Soft Comput., 2019)

Dependence structure of Gabor wavelets based on copula for face recognition. - Chaorong Li; Yuanyuan Huang 007; Yu Xue 003 (Expert Syst. Appl., 2019)

Feedforward neural network based on ensemble evolutionary algorithm with self-adaptive strategy and parameter for intrusion detection. - Yu Xue 003; Tao Tang; Alex X. Liu (Int. J. Wirel. Mob. Comput., 2019)

Outlier detection based on approximation accuracy entropy. - Feng Jiang; Hongbo Zhao; Junwei Du; Yu Xue 003; Yanjun Peng (Int. J. Mach. Learn. Cybern., 2019)

Unsupervised feature selection based on self-representation sparse regression and local similarity preserving. - Ronghua Shang; Jiangwei Chang; Licheng Jiao; Yu Xue 003 (Int. J. Mach. Learn. Cybern., 2019)

A hybrid biogeography-based optimization and fuzzy C-means algorithm for image segmentation. - Min-Xia Zhang; Weixuan Jiang; Xiao-Han Zhou; Yu Xue 003; Shengyong Chen (Soft Comput., 2019)

Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification. - Yu Xue 003; Bing Xue 001; Mengjie Zhang 001 (ACM Trans. Knowl. Discov. Data, 2019)

Fast and Accurate Classification of Time Series Data Using Extended ELM: Application in Fault Diagnosis of Air Handling Units. - Ke Yan 001; Zhiwei Ji; Huijuan Lu; Jing Huang 005; Wen Shen 001; Yu Xue 003 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

An adaptive GP-based memetic algorithm for symbolic regression. - Jiayu Liang; Yu Xue 003 (Appl. Intell., 2020)

Preference-driven Pareto front exploitation for bloat control in genetic programming. - Jiayu Liang; Yuxin Liu; Yu Xue 003 (Appl. Soft Comput., 2020)

Self-adaptive parameter and strategy based particle swarm optimization for large-scale feature selection problems with multiple classifiers. - Yu Xue 003; Tao Tang; Wei Pang 001; Alex X. Liu (Appl. Soft Comput., 2020)

Genetic programming based feature construction methods for foreground object segmentation. - Jiayu Liang; Yu Xue 003; Jianming Wang (Eng. Appl. Artif. Intell., 2020)

Bi-objective memetic GP with dispersion-keeping Pareto evaluation for real-world regression. - Jiayu Liang; Yu Xue 003; Jianming Wang (Inf. Sci., 2020)

Intrusion Detection System Based on an Updated ANN Model. - Yu Xue 003; Bernard-Marie Onzo; Ferrante Neri (ICSI (2), 2021)

Fuzzy Multilevel Image Thresholding Based on Improved Coyote Optimization Algorithm. - Linguo Li; Lijuan Sun; Yu Xue 003; Shujing Li; Xuwen Huang; Romany Fouad Mansour (IEEE Access, 2021)

Classification Based on Brain Storm Optimization With Feature Selection. - Yu Xue 003; Yan Zhao; Adam Slowik (IEEE Access, 2021)

A Self-Adaptive Mutation Neural Architecture Search Algorithm Based on Blocks. - Yu Xue 003; Yankang Wang; Jiayu Liang; Adam Slowik (IEEE Comput. Intell. Mag., 2021)

Residential Electricity Classification Method Based On Cloud Computing Platform and Random Forest. - Ming Li; Zhong Fang; Wanwan Cao; Yong Ma; Shang Wu; Yang Guo; Yu Xue 003; Romany Fouad Mansour (Comput. Syst. Sci. Eng., 2021)

Brain Storm Optimization Based Clustering for Learning Behavior Analysis. - Yu Xue 003; Jiafeng Qin; Shoubao Su; Adam Slowik (Comput. Syst. Sci. Eng., 2021)

Face Image Compression and Reconstruction Based on Improved PCA. - Yu Xue 003; Chen Chen; Chishe Wang; Linguo Li; Romany Fouad Mansour (Intell. Autom. Soft Comput., 2021)

Handwritten Character Recognition Based on Improved Convolutional Neural Network. - Yu Xue 003; Yiling Tong; Ziming Yuan; Shoubao Su; Adam Slowik; Sam Toglaw (Intell. Autom. Soft Comput., 2021)

A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks. - Yu Xue 003; Pengcheng Jiang; Ferrante Neri; Jiayu Liang (Int. J. Neural Syst., 2021)

Self-Adaptive Particle Swarm Optimization-Based Echo State Network for Time Series Prediction. - Yu Xue 003; Qi Zhang; Ferrante Neri (Int. J. Neural Syst., 2021)

Adaptive crossover operator based multi-objective binary genetic algorithm for feature selection in classification. - Yu Xue 003; Haokai Zhu; Jiayu Liang; Adam Slowik (Knowl. Based Syst., 2021)

Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression. - Jiayu Liang; Yu Xue 003 (Neural Process. Lett., 2021)

Hybridization between Neural Computing and Nature-Inspired Algorithms for a Sentence Similarity Model Based on the Attention Mechanism. - Peiying Zhang 001; Xingzhe Huang; Maozhen Li 001; Yu Xue 003 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

Bloat-aware GP-based methods with bloat quantification. - Jiayu Liang; Yu Xue 003 (Appl. Intell., 2022)

Preference-driven multi-objective GP search for regression models with new dominance principle and performance indicators. - Jiayu Liang; Ludi Zheng; Han Wu; Yu Xue 003 (Appl. Intell., 2022)

Structure and weights search for classification with feature selection based on brain storm optimization algorithm. - Yu Xue 003; Yan Zhao (Appl. Intell., 2022)

A multi-objective evolutionary algorithm with interval based initialization and self-adaptive crossover operator for large-scale feature selection in classification. - Yu Xue 003; Xu Cai; Ferrante Neri (Appl. Soft Comput., 2022)

Deep Convolutional Neural Network Approach for COVID-19 Detection. - Yu Xue 003; Bernard-Marie Onzo; Romany Fouad Mansour; Shoubao Su (Comput. Syst. Sci. Eng., 2022)

An improved brain storm optimization algorithm with new solution generation strategies for classification. - Yu Xue 003; Qi Zhang; Yan Zhao (Eng. Appl. Artif. Intell., 2022)

A self-adaptive multi-objective feature selection approach for classification problems. - Yu Xue 003; Haokai Zhu; Ferrante Neri (Integr. Comput. Aided Eng., 2022)

A self-adaptive gradient descent search algorithm for fully-connected neural networks. - Yu Xue 003; Yankang Wang; Jiayu Liang (Neurocomputing, 2022)

An ensemble of differential evolution and Adam for training feed-forward neural networks. - Yu Xue 003; Yiling Tong; Ferrante Neri (Inf. Sci., 2022)

Research on a collaboration model of green closed-loop supply chains towards intelligent manufacturing. - Jin Qi; Yaochen Ling; Binglong Ji; Yali Liu; Zixin Shen; Bin Xu 014; Yu Xue 003; Yanfei Sun (Multim. Tools Appl., 2022)

Multi-Objective Feature Selection With Missing Data in Classification. - Yu Xue 003; Yihang Tang; Xin Xu; Jiayu Liang; Ferrante Neri (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

Continuously evolving dropout with multi-objective evolutionary optimisation. - Pengcheng Jiang; Yu Xue 003; Ferrante Neri (Eng. Appl. Artif. Intell., 2023)

A Method based on Evolutionary Algorithms and Channel Attention Mechanism to Enhance Cycle Generative Adversarial Network Performance for Image Translation. - Yu Xue 003; Yixia Zhang; Ferrante Neri (Int. J. Neural Syst., 2023)

Particle swarm optimization based on filter-based population initialization method for feature selection in classification. - Yu Xue 003; Xu Cai; Weiwei Jia 004 (J. Ambient Intell. Humaniz. Comput., 2023)

Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack. - Yu Xue 003; Chen Chen; Adam Slowik (IEEE Trans. Evol. Comput., 2023)

AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Sergio Moreno-Álvarez; Yu Xue 003; Juan Mario Haut; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

A feature selection approach based on NSGA-II with ReliefF. - Yu Xue 003; Haokai Zhu; Ferrante Neri (Appl. Soft Comput., 2023)

Convolutional neural network pruning based on multi-objective feature map selection for image classification. - Pengcheng Jiang; Yu Xue 003; Ferrante Neri (Appl. Soft Comput., 2023)

Partial Connection Based on Channel Attention for Differentiable Neural Architecture Search. - Yu Xue 003; Jiafeng Qin (IEEE Trans. Ind. Informatics, 2023)

Sle-CNN: a novel convolutional neural network for sleep stage classification. - Zhenman Zhang; Yu Xue 003; Adam Slowik; Ziming Yuan (Neural Comput. Appl., 2023)

A hybrid training algorithm based on gradient descent and evolutionary computation. - Yu Xue 003; Yiling Tong; Ferrante Neri (Appl. Intell., 2023)

An external attention-based feature ranker for large-scale feature selection. - Yu Xue 003; Chenyi Zhang; Ferrante Neri; Moncef Gabbouj; Yong Zhang 016 (Knowl. Based Syst., 2023)

Multi-Optimiser Training for GANs Based on Evolutionary Computation. - Yixia Zhang; Yu Xue 003; Ferrante Neri (CEC, 2024)

Surrogate-Assisted Evolutionary Neural Architecture Search with Isomorphic Training and Prediction. - Pengcheng Jiang; Yu Xue 003; Ferrante Neri; Mohamed Wahib (ICIC (2), 2024)

Progressive Neural Predictor with Score-Based Sampling. - Liwen Jiang; Yu Xue 003; Ferrante Neri; Xiaoping Zhao; Mohamed Wahib (IJCNN, 2024)

An effective surrogate-assisted rank method for evolutionary neural architecture search. - Yu Xue 003; Anjing Zhu (Appl. Soft Comput., 2024)

Neural architecture search via similarity adaptive guidance. - Yu Xue 003; Jiajie Zha; Mohamed Wahib; Tinghui Ouyang; Xiao Wang 004 (Appl. Soft Comput., 2024)

A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism. - Yu Xue 003; Chenchen Zhu; MengChu Zhou; Mohamed Wahib; Moncef Gabbouj (CoRR, 2024)

A two-stage frequency-domain generation algorithm based on differential evolution for black-box adversarial samples. - Xianfang Song; Denghui Xu; Chao Peng; Yong Zhang 016; Yu Xue 003 (Expert Syst. Appl., 2024)

Reinforcement learning-based multi-objective differential evolution algorithm for feature selection. - Xiaobing Yu; Zhengpeng Hu; Wenguan Luo; Yu Xue 003 (Inf. Sci., 2024)

SaDENAS: A self-adaptive differential evolution algorithm for neural architecture search. - Xiaolong Han; Yu Xue 003; Zehong Wang; Yong Zhang 016; Anton Muravev; Moncef Gabbouj (Swarm Evol. Comput., 2024)

A novel importance-guided particle swarm optimization based on MLP for solving large-scale feature selection problems. - Yu Xue 003; Chenyi Zhang (Swarm Evol. Comput., 2024)

Improved Differentiable Architecture Search With Multi-Stage Progressive Partial Channel Connections. - Yu Xue 003; Changchang Lu; Ferrante Neri; Jiafeng Qin (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification. - Chenyi Zhang; Yu Xue 003; Ferrante Neri; Xu Cai; Adam Slowik (Int. J. Neural Syst., 2024)

Self-Adaptive Weight Based on Dual-Attention for Differentiable Neural Architecture Search. - Yu Xue 003; Xiaolong Han; Zehong Wang (IEEE Trans. Ind. Informatics, 2024)

MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis. - Yan Wang 015; Liangli Zhen; Jianwei Zhang 016; Miqing Li; Lei Zhang 005; Zizhou Wang; Yangqin Feng; Yu Xue 003; Xiao Wang 004; Zheng Chen 012; Tao Luo 014; Rich Siow Mong Goh; et al. (IEEE Trans. Evol. Comput., 2024)

Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight Sharing. - Yu Xue 003; Weinan Tong; Ferrante Neri; Peng Chen 035; Tao Luo 014; Liangli Zhen; Xiao Wang 004 (IEEE Trans. Evol. Comput., 2024)

Differentiable Architecture Search With Attention Mechanisms for Generative Adversarial Networks. - Yu Xue 003; Kun Chen; Ferrante Neri (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

A Population Initialization Method Based on Similarity and Mutual Information in Evolutionary Algorithm for Bi-Objective Feature Selection. - Xu Cai; Yu Xue 003 (ACM Trans. Evol. Learn. Optim., 2024)

A Generalized Attention Mechanism to Enhance the Accuracy Performance of Neural Networks. - Pengcheng Jiang; Ferrante Neri; Yu Xue 003; Ujjwal Maulik (Int. J. Neural Syst., 2024)

Homogeneous Architecture Augmentation and Confidence Prediction for Evolutionary Neural Architecture Search. - Pengcheng Jiang; Yu Xue 003; Ferrante Neri (CEC, 2025)

Embedding Comparator for Evolutionary Neural Architecture Search via Contrastive Learning. - Xiaolei Zhang; Yu Xue 003; Ferrante Neri (CEC, 2025)

State estimation of Lithium-ion Batteries with state space model. - Zihao Lv; Yi Song; Yu Xue 003; Shijie Xu; Chunlin He; Liming Xu (Eng. Appl. Artif. Intell., 2025)

Cooperative traffic signal control for a partially observed vehicular network using multi-agent reinforcement learning. - Chong Wang 007; Yueqi Li; Jiale Chen; Jian Zhang 011; Yu Xue 003 (Eng. Appl. Artif. Intell., 2025)

Surrogate-assisted evolutionary neural architecture search based on smart-block discovery. - Bernard-Marie Onzo; Yu Xue 003; Ferrante Neri (Expert Syst. Appl., 2025)

Predictor-assisted evolutionary neural architecture search for spiking neural networks. - Yuting Wang; Yu Xue 003; Wei Ding; Yiyu Tan; Peng Chen 035; Mohamed Wahib (Neurocomputing, 2025)

YOLO-DKR: Differentiable architecture search based on kernel reusing for object detection. - Yu Xue 003; Chenhang Yao; Mohamed Wahib; Moncef Gabbouj (Inf. Sci., 2025)

YOLO-ACR: A new architecture for real-time object detection with advanced feature fusion and bounding box regression. - Ferrante Neri; Mengchen Yang; Yu Xue 003 (Knowl. Based Syst., 2025)

A Gradient-Guided Evolutionary Neural Architecture Search. - Yu Xue 003; Xiaolong Han; Ferrante Neri; Jiafeng Qin; Danilo Pelusi (IEEE Trans. Neural Networks Learn. Syst., 2025)

Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network. - Yu Xue 003; Yan Lin; Ferrante Neri (Int. J. Neural Syst., 2025)