Shengxiang Yang

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 225

Top Venues

Swarm Evol. Comput.

Inf. Sci.

IEEE Trans. Evol. Comput.

IEEE Trans. Cybern.

Publications

Yinan Guo, Jiayang Pu, Botao Jiao, Yanyan Peng, Dini Wang, Shengxiang Yang
Online semi-supervised active learning ensemble classification for evolving imbalanced data streams. Appl. Soft Comput. 155 (2024)
Guoyu Chen, Yinan Guo, Min Jiang, Shengxiang Yang, Xiaoxiao Zhao, Dunwei Gong
A Subspace-Knowledge Transfer Based Dynamic Constrained Multiobjective Evolutionary Algorithm. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Xueqing Wang, Jinhua Zheng, Zhanglu Hou, Yuan Liu, Juan Zou, Yizhang Xia, Shengxiang Yang
A novel preference-driven evolutionary algorithm for dynamic multi-objective problems. Swarm Evol. Comput. 89 (2024)
Shouyong Jiang, Jinglei Guo, Yong Wang, Shengxiang Yang
Evolutionary Multi/Many-Objective Optimisation via Bilevel Decomposition. IEEE CAA J. Autom. Sinica 11 (9) (2024)
Kangyu Xu, Yizhang Xia, Juan Zou, Zhanglu Hou, Shengxiang Yang, Yaru Hu, Yuan Liu
A cluster prediction strategy with the induced mutation for dynamic multi-objective optimization. Inf. Sci. 661 (2024)
Juan Zou, Li Tang, Yuan Liu, Shengxiang Yang, Shiting Wang
A two-stage direction-guided evolutionary algorithm for large-scale multiobjective optimization. Inf. Sci. 674 (2024)
Jinze Liu, Jian Feng, Shengxiang Yang, Huaguang Zhang, Shaoning Liu
Dynamic ε-multilevel hierarchy constraint optimization with adaptive boundary constraint handling technology. Appl. Soft Comput. 152 (2024)
Wenjian Luo, Peilan Xu, Shengxiang Yang, Yuhui Shi
Benchmark for CEC 2024 Competition on Multiparty Multiobjective Optimization. CoRR (2024)
Xinfu Pang, Yibao Wang, Shengxiang Yang, Wei Liu, Yang Yu
A bi-objective low-carbon economic scheduling method for cogeneration system considering carbon capture and demand response. Expert Syst. Appl. 243 (2024)
Si Long, Jinhua Zheng, Qi Deng, Yuan Liu, Juan Zou, Shengxiang Yang
A similarity-detection-based evolutionary algorithm for large-scale multimodal multi-objective optimization. Swarm Evol. Comput. 87 (2024)
Yu Sun, Yuqing Chang, Shengxiang Yang, Fuli Wang
Dynamic niching particle swarm optimization with an external archive-guided mechanism for multimodal multi-objective optimization. Inf. Sci. 653 (2024)
Qingda Chen, Jinliang Ding, Gary G. Yen, Shengxiang Yang, Tianyou Chai
Multipopulation Evolution-Based Dynamic Constrained Multiobjective Optimization Under Diverse Changing Environments. IEEE Trans. Evol. Comput. 28 (3) (2024)
Stephen S. Aremu, Aboozar Taherkhani, Chang Liu, Shengxiang Yang
3D Object Reconstruction with Deep Learning. Intelligent Information Processing (2) (2024)
Juan Zou, Ruiqing Sun, Yuan Liu, Yaru Hu, Shengxiang Yang, Jinhua Zheng, Ke Li
A Multipopulation Evolutionary Algorithm Using New Cooperative Mechanism for Solving Multiobjective Problems With Multiconstraint. IEEE Trans. Evol. Comput. 28 (1) (2024)
Yuan Liu, Jiazheng Li, Juan Zou, Zhanglu Hou, Shengxiang Yang, Jinhua Zheng
Continuous variation operator configuration for decomposition-based evolutionary multi-objective optimization. Swarm Evol. Comput. 89 (2024)
Xueqing Wang, Jinhua Zheng, Juan Zou, Zhanglu Hou, Shengxiang Yang, Yuan Liu
A Dynamic Preference-driven Evolutionary Algorithm for Solving Dynamic Multi-objective Problems. GECCO Companion (2024)
Juan Zou, Tianbin Xie, Qi Deng, Xiaozhong Yu, Shengxiang Yang, Jinhua Zheng
Differential Evolution based on Local Grid Search for Multimodal Multiobjective Optimization with Local Pareto Fronts. GECCO Companion (2024)
Jie Chen, Shengxiang Yang, Xi Peng, Dezhong Peng, Zhu Wang
Augmented Sparse Representation for Incomplete Multiview Clustering. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Wang Che, Jinhua Zheng, Yaru Hu, Juan Zou, Shengxiang Yang
Dynamic constrained multi-objective optimization algorithm based on co-evolution and diversity enhancement. Swarm Evol. Comput. 89 (2024)
Valentine Oleka, Seyyed Mohsen Zahedi, Aboozar Taherkhani, Reza Baserinia, S. Abolfazl Zahedi, Shengxiang Yang
Graph Convolutional Networks for Predicting Mechanical Characteristics of 3D Lattice Structures. Intelligent Information Processing (2) (2024)
Saneet Fulsunder, Saidu Umar, Aboozar Taherkhani, Chang Liu, Shengxiang Yang
Hand Gesture Recognition Using a Multi-modal Deep Neural Network. Intelligent Information Processing (2) (2024)
Zhipan Li, Huigui Rong, Shengxiang Yang, Xu Yang, Yupeng Huang
A dual-population coevolutionary algorithm for balancing convergence and diversity in the decision space in multimodal multi-objective optimization. Appl. Soft Comput. 162 (2024)
Yizhang Xia, Shihao Song, Zhanglu Hou, Junwen Xu, Juan Zou, Yuan Liu, Shengxiang Yang
An Evolutionary Network Architecture Search Framework with Adaptive Multimodal Fusion for Hand Gesture Recognition. CoRR (2024)
Yuanrui Li, Qiuhong Zhao, Shengxiang Yang, Yinan Guo
Tailoring Evolutionary Algorithms to Solve the Multiobjective Location-Routing Problem for Biomass Waste Collection. IEEE Trans. Evol. Comput. 28 (2) (2024)
Yaru Hu, Juan Zou, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang
A new framework of change response for dynamic multi-objective optimization. Expert Syst. Appl. 248 (2024)
Yue Xu, Dechang Pi, Shengxiang Yang, Enrico Zio
Knowledge Transfer-Based Multifactorial Evolutionary Algorithm for Selective Maintenance Optimization of Multistate Complex Systems. IEEE Trans. Reliab. 73 (2) (2024)
Yi Xiang, Jinhua Zheng, Yaru Hu, Yuan Liu, Juan Zou, Qi Deng, Shengxiang Yang
Weak relationship indicator-based evolutionary algorithm for multimodal multi-objective optimization. Inf. Sci. 652 (2024)
Yaru Hu, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang, Juan Zou, Rui Wang
A Mahalanobis Distance-Based Approach for Dynamic Multiobjective Optimization With Stochastic Changes. IEEE Trans. Evol. Comput. 28 (1) (2024)
Jiawen Deng, Jihui Zhang, Shengxiang Yang
Optimizing electric vehicle routing with nonlinear charging and time windows using improved differential evolution algorithm. Clust. Comput. 27 (4) (2024)
Yaqi Ti, Changhe Li, Shengxiang Yang
A Test Suite and An Optimizer for Dietary Nutrition Optimization Problem: From Constrained Many-Objective Perspective. CEC (2023)
Jintong Yang, Juan Zou, Shengxiang Yang, Yaru Hu, Jinhua Zheng, Yuan Liu
A particle swarm algorithm based on the dual search strategy for dynamic multi-objective optimization. Swarm Evol. Comput. 83 (2023)
Jinhua Zheng, Zhenfang Du, Juan Zou, Shengxiang Yang
A weight vector generation method based on normal distribution for preference-based multi-objective optimization. Swarm Evol. Comput. 77 (2023)
Conor Fahy, Shengxiang Yang
An Evolving Population Approach to Data-Stream Classification with Extreme Verification Latency. CoRR (2023)
Botao Jiao, Yinan Guo, Shengxiang Yang, Jiayang Pu, Dunwei Gong
Reduced-Space Multistream Classification Based on Multiobjective Evolutionary Optimization. IEEE Trans. Evol. Comput. 27 (4) (2023)
Weixiong Huang, Juan Zou, Yuan Liu, Shengxiang Yang, Jinhua Zheng
Global and local feasible solution search for solving constrained multi-objective optimization. Inf. Sci. 649 (2023)
Li Yan, Wenlong Qi, A. K. Qin, Shengxiang Yang, Dunwei Gong, Boyang Qu, Jing Liang
Manifold clustering-based prediction for dynamic multiobjective optimization. Swarm Evol. Comput. 77 (2023)
Yue Xu, Yuxuan Song, Dechang Pi, Yang Chen, Shuo Qin, Xiaoge Zhang, Shengxiang Yang
A reinforcement learning-based multi-objective optimization in an interval and dynamic environment. Knowl. Based Syst. 280 (2023)
Fengxia Wang, Min Huang, Shengxiang Yang, Xingwei Wang
Penalty and prediction methods for dynamic constrained multi-objective optimization. Swarm Evol. Comput. 80 (2023)
Jialiang Zhang, Juan Zou, Shengxiang Yang, Jinhua Zheng
An evolutionary algorithm based on independently evolving sub-problems for multimodal multi-objective optimization. Inf. Sci. 619 (2023)
Jian Feng, Shaoning Liu, Shengxiang Yang, Jun Zheng, Jinze Liu
An adaptive tradeoff evolutionary algorithm with composite differential evolution for constrained multi-objective optimization. Swarm Evol. Comput. 83 (2023)
Ruiqing Sun, Juan Zou, Yuan Liu, Shengxiang Yang, Jinhua Zheng
A Multistage Algorithm for Solving Multiobjective Optimization Problems With Multiconstraints. IEEE Trans. Evol. Comput. 27 (5) (2023)
Jinhua Zheng, Bo Zhang, Juan Zou, Shengxiang Yang, Yaru Hu
A dynamic multi-objective evolutionary algorithm based on Niche prediction strategy. Appl. Soft Comput. 142 (2023)
Anju Yang, Yuan Liu, Juan Zou, Shengxiang Yang
Decomposed Multi-objective Method Based on Q-Learning for Solving Multi-objective Combinatorial Optimization Problem. BIC-TA (1) (2023)
Yiya Diao, Changhe Li, Sanyou Zeng, Shengxiang Yang
Nearest better network for visualization of the fitness landscape. GECCO Companion (2023)
Xin Li, Xiaoli Li, Kang Wang, Shengxiang Yang
A strength pareto evolutionary algorithm based on adaptive reference points for solving irregular fronts. Inf. Sci. 626 (2023)
Qingshan Tan, Changhe Li, Sanyou Zeng, Shengxiang Yang
A Subspace-Based Non-Dominated Subset Selection Method. CEC (2023)
Yinan Guo, Yao Huang, Shirong Ge, Yizhe Zhang, Ersong Jiang, Bin Cheng, Shengxiang Yang
Low-Carbon Routing Based on Improved Artificial Bee Colony Algorithm for Electric Trackless Rubber-Tyred Vehicles. Complex Syst. Model. Simul. 3 (3) (2023)
Kaixi Yang, Jinhua Zheng, Juan Zou, Fan Yu, Shengxiang Yang
A dual-population evolutionary algorithm based on adaptive constraint strength for constrained multi-objective optimization. Swarm Evol. Comput. 77 (2023)
Conor Fahy, Shengxiang Yang
An Evolving Population Approach to Data-Stream Classification with Extreme Verification Latency. SSCI (2023)
Juan Zou, Jian Luo, Yuan Liu, Shengxiang Yang, Jinhua Zheng
A flexible two-stage constrained multi-objective evolutionary algorithm based on automatic regulation. Inf. Sci. 634 (2023)
Jinhua Zheng, Fei Zhou, Juan Zou, Shengxiang Yang, Yaru Hu
A dynamic multi-objective optimization based on a hybrid of pivot points prediction and diversity strategies. Swarm Evol. Comput. 78 (2023)
Xu Yang, Juan Zou, Shengxiang Yang, Jinhua Zheng, Yuan Liu
A Fuzzy Decision Variables Framework for Large-Scale Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (3) (2023)
Conor Fahy, Shengxiang Yang, Mario Gongora
Classification in Dynamic Data Streams With a Scarcity of Labels. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Junchen Wang, Changhe Li, Sanyou Zeng, Shengxiang Yang
History-Guided Hill Exploration for Evolutionary Computation. IEEE Trans. Evol. Comput. 27 (6) (2023)
Yingjie Zou, Yuan Liu, Juan Zou, Shengxiang Yang, Jinhua Zheng
An evolutionary algorithm based on dynamic sparse grouping for sparse large scale multiobjective optimization. Inf. Sci. 631 (2023)
Yaru Hu, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang, Juan Zou
Handling Dynamic Multiobjective Optimization Environments via Layered Prediction and Subspace-Based Diversity Maintenance. IEEE Trans. Cybern. 53 (4) (2023)
Shouyong Jiang, Juan Zou, Shengxiang Yang, Xin Yao
Evolutionary Dynamic Multi-objective Optimisation: A Survey. ACM Comput. Surv. 55 (4) (2023)
Saúl Calderón Ramírez, Luis Oala, Jordina Torrents-Barrena, Shengxiang Yang, David A. Elizondo, Armaghan Moemeni, Simon Colreavy-Donnelly, Wojciech Samek, Miguel A. Molina-Cabello, Ezequiel López-Rubio
Dataset Similarity to Assess Semisupervised Learning Under Distribution Mismatch Between the Labeled and Unlabeled Datasets. IEEE Trans. Artif. Intell. 4 (2) (2023)
Conor Fahy, Shengxiang Yang, Mario Gongora
Scarcity of Labels in Non-Stationary Data Streams: A Survey. ACM Comput. Surv. 55 (2) (2023)
Yue Xu, Dechang Pi, Shengxiang Yang, Yang Chen, Shuo Qin, Enrico Zio
An Angle-Based Bi-Objective Optimization Algorithm for Redundancy Allocation in Presence of Interval Uncertainty. IEEE Trans Autom. Sci. Eng. 20 (1) (2023)
Jie Chen, Zhu Wang, Shengxiang Yang, Hua Mao
Two-Stage Sparse Representation Clustering for Dynamic Data Streams. IEEE Trans. Cybern. 53 (10) (2023)
Likai Wang, Qingyang Zhang, Xiangyu He, Shengxiang Yang, Shouyong Jiang, Yongquan Dong
Biological survival optimization algorithm with its engineering and neural network applications. Soft Comput. 27 (10) (2023)
Jinhua Zheng, Qishuang Wu, Juan Zou, Shengxiang Yang, Yaru Hu
A dynamic multi-objective evolutionary algorithm using adaptive reference vector and linear prediction. Swarm Evol. Comput. 78 (2023)
Zedong Zheng, Shengxiang Yang, Yinan Guo, Xiaolong Jin, Rui Wang
Meta-heuristic Techniques in Microgrid Management: A Survey. Swarm Evol. Comput. 78 (2023)
Shouyong Jiang, Yong Wang, Yaru Hu, Qingyang Zhang, Shengxiang Yang
Vector Autoregressive Evolution for Dynamic Multi-Objective Optimisation. CoRR (2023)
Jie Chen, Shengxiang Yang, Zhu Wang, Hua Mao
Efficient Sparse Representation for Learning With High-Dimensional Data. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Conor Fahy, Shengxiang Yang
Finding and Tracking Multi-Density Clusters in Online Dynamic Data Streams. IEEE Trans. Big Data 8 (1) (2022)
Xin Lin, Wenjian Luo, Peilan Xu, Yingying Qiao, Shengxiang Yang
PopDMMO: A general framework of population-based stochastic search algorithms for dynamic multimodal optimization. Swarm Evol. Comput. 68 (2022)
Qiuyue Liu, Juan Zou, Shengxiang Yang, Jinhua Zheng
A multiobjective evolutionary algorithm based on decision variable classification for many-objective optimization. Swarm Evol. Comput. 73 (2022)
Yunhe Wang, Xiangtao Li, Ka-Chun Wong, Yi Chang, Shengxiang Yang
Evolutionary Multiobjective Clustering Algorithms With Ensemble for Patient Stratification. IEEE Trans. Cybern. 52 (10) (2022)
Matthew Fox, Shengxiang Yang, Fabio Caraffini
A new moving peaks benchmark with attractors for dynamic evolutionary algorithms. Swarm Evol. Comput. 74 (2022)
Zhenghui Zhang, Juan Zou, Shengxiang Yang, Jinhua Zheng, Dunwei Gong, Tingrui Pei
A reconstruction method for cross-cut shredded documents based on the extreme learning machine algorithm. Soft Comput. 26 (22) (2022)
Lianbo Ma, Nan Li, Yinan Guo, Xingwei Wang, Shengxiang Yang, Min Huang, Hao Zhang
Learning to Optimize: Reference Vector Reinforcement Learning Adaption to Constrained Many-Objective Optimization of Industrial Copper Burdening System. IEEE Trans. Cybern. 52 (12) (2022)
Hai Xia, Changhe Li, Sanyou Zeng, Qingshan Tan, Junchen Wang, Shengxiang Yang
Learning to Search Promising Regions by a Monte-Carlo Tree Model. CEC (2022)
Lianbo Ma, Min Huang, Shengxiang Yang, Rui Wang, Xingwei Wang
An Adaptive Localized Decision Variable Analysis Approach to Large-Scale Multiobjective and Many-Objective Optimization. IEEE Trans. Cybern. 52 (7) (2022)
Saúl Calderón Ramírez, Shengxiang Yang, David A. Elizondo
Semisupervised Deep Learning for Image Classification With Distribution Mismatch: A Survey. IEEE Trans. Artif. Intell. 3 (6) (2022)
Jie Chen, Shengxiang Yang, Zhu Wang
Multi-view representation learning for data stream clustering. Inf. Sci. 613 (2022)
Yanping Wang, Yuan Liu, Juan Zou, Jinhua Zheng, Shengxiang Yang
A novel two-phase evolutionary algorithm for solving constrained multi-objective optimization problems. Swarm Evol. Comput. 75 (2022)
Zhengping Liang, Tiancheng Wu, Xiaoliang Ma, Zexuan Zhu, Shengxiang Yang
A Dynamic Multiobjective Evolutionary Algorithm Based on Decision Variable Classification. IEEE Trans. Cybern. 52 (3) (2022)
Ying Chen, Juan Zou, Yuan Liu, Shengxiang Yang, Jinhua Zheng, Weixiong Huang
Combining a hybrid prediction strategy and a mutation strategy for dynamic multiobjective optimization. Swarm Evol. Comput. 70 (2022)
Wenjian Luo, Xin Lin, Changhe Li, Shengxiang Yang, Yuhui Shi
Benchmark Functions for CEC 2022 Competition on Seeking Multiple Optima in Dynamic Environments. CoRR (2022)
Yunhe Wang, Chuang Bian, Ka-Chun Wong, Xiangtao Li, Shengxiang Yang
Multiobjective Deep Clustering and its Applications in Single-cell RNA-seq Data. IEEE Trans. Syst. Man Cybern. Syst. 52 (8) (2022)
Sheng Qi, Juan Zou, Shengxiang Yang, Yaochu Jin, Jinhua Zheng, Xu Yang
A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimization. Inf. Sci. 609 (2022)
Saúl Calderón Ramírez, Shengxiang Yang, David A. Elizondo, Armaghan Moemeni
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities. Appl. Soft Comput. 123 (2022)
Jie Chen, Shengxiang Yang, Hua Mao, Conor Fahy
Multiview Subspace Clustering Using Low-Rank Representation. IEEE Trans. Cybern. 52 (11) (2022)
Sheng Qi, Juan Zou, Shengxiang Yang, Jinhua Zheng
A level-based multi-strategy learning swarm optimizer for large-Scale multi-objective optimization. Swarm Evol. Comput. 73 (2022)
Yingbo Xie, Shengxiang Yang, Ding Wang, Junfei Qiao, Baocai Yin
Dynamic Transfer Reference Point-Oriented MOEA/D Involving Local Objective-Space Knowledge. IEEE Trans. Evol. Comput. 26 (3) (2022)
Saúl Calderón Ramírez, Shengxiang Yang, David A. Elizondo
Semi-supervised Deep Learning for Image Classification with Distribution Mismatch: A Survey. CoRR (2022)
Saúl Calderón Ramírez, Diego Murillo-Hernandez, Kevin Rojas-Salazar, David A. Elizondo, Shengxiang Yang, Armaghan Moemeni, Miguel A. Molina-Cabello
A real use case of semi-supervised learning for mammogram classification in a local clinic of Costa Rica. Medical Biol. Eng. Comput. 60 (4) (2022)
Yinan Guo, Jiawei Feng, Botao Jiao, Ning Cui, Shengxiang Yang, Zekuan Yu
A dual evolutionary bagging for class imbalance learning. Expert Syst. Appl. 206 (2022)
Qingyang Zhang, Xiangyu He, Shengxiang Yang, Yongquan Dong, Hui Song, Shouyong Jiang
Solving dynamic multi-objective problems using polynomial fitting-based prediction algorithm. Inf. Sci. 610 (2022)
Xiaoshu Xiang, Ye Tian, Ran Cheng, Xingyi Zhang, Shengxiang Yang, Yaochu Jin
A benchmark generator for online dynamic single-objective and multi-objective optimization problems. Inf. Sci. 613 (2022)
Xiaojun Zhou, Yuan Gao, Shengxiang Yang, Chunhua Yang, Jiajia Zhou
A multiobjective state transition algorithm based on modified decomposition method. Appl. Soft Comput. 119 (2022)
Huanrong Tang, Fan Yu, Juan Zou, Shengxiang Yang, Jinhua Zheng
A constrained multi-objective evolutionary strategy based on population state detection. Swarm Evol. Comput. 68 (2022)
Jinhua Zheng, Kaixi Yang, Juan Zou, Shengxiang Yang
Combining State Detection with Knowledge Transfer for Constrained Multi-objective Optimization. ICTAI (2022)
Qiongbing Zhang, Shengxiang Yang, Min Liu, Jianxun Liu, Lei Jiang
A New Crossover Mechanism for Genetic Algorithms for Steiner Tree Optimization. IEEE Trans. Cybern. 52 (5) (2022)
Biao Xu, Dunwei Gong, Yong Zhang, Shengxiang Yang, Ling Wang, Zhun Fan, Yonggang Zhang
Cooperative co-evolutionary algorithm for multi-objective optimization problems with changing decision variables. Inf. Sci. 607 (2022)
Jinhua Zheng, Zeyu Zhang, Juan Zou, Shengxiang Yang, Junwei Ou, Yaru Hu
A dynamic multi-objective particle swarm optimization algorithm based on adversarial decomposition and neighborhood evolution. Swarm Evol. Comput. 69 (2022)
Yang Chen, Dechang Pi, Shengxiang Yang, Yue Xu, Junfu Chen, Ali Wagdy Mohamed
HNIO: A Hybrid Nature-Inspired Optimization Algorithm for Energy Minimization in UAV-Assisted Mobile Edge Computing. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Yaru Hu, Jinhua Zheng, Juan Zou, Shouyong Jiang, Shengxiang Yang
Dynamic multi-objective optimization algorithm based decomposition and preference. Inf. Sci. 571 (2021)

Shengxiang Yang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Shengxiang Yang