An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization. - Xingyi Zhang 001; Ye Tian 009; Ran Cheng; Yaochu Jin (IEEE Trans. Evol. Comput., 2015)

A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization. - Xingyi Zhang 001; Ye Tian 009; Yaochu Jin (IEEE Trans. Evol. Comput., 2015)

An improved reference point sampling method on Pareto optimal front. - Cheng He 001; Linqiang Pan; Hang Xu; Ye Tian 009; Xingyi Zhang 001 (CEC, 2016)

A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric. - Ye Tian 009; Xingyi Zhang 001; Ran Cheng; Yaochu Jin (CEC, 2016)

Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization. - Xingyi Zhang 001; Ye Tian 009; Ran Cheng; Yaochu Jin (SSCI, 2016)

Approximate non-dominated sorting for evolutionary many-objective optimization. - Xingyi Zhang 001; Ye Tian 009; Yaochu Jin (Inf. Sci., 2016)

A radial space division based evolutionary algorithm for many-objective optimization. - Cheng He 001; Ye Tian 009; Yaochu Jin; Xingyi Zhang 001; Linqiang Pan (Appl. Soft Comput., 2017)

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Yaochu Jin (IEEE Comput. Intell. Mag., 2017)

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Yaochu Jin (CoRR, 2017)

A region division based diversity maintaining approach for many-objective optimization. - Linqiang Pan; Cheng He 001; Ye Tian 009; Yansen Su; Xingyi Zhang 001 (Integr. Comput. Aided Eng., 2017)

Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems. - Ye Tian 009; Xiaoshu Xiang; Xingyi Zhang 001; Ran Cheng; Yaochu Jin (CEC, 2018)

An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Fan Cheng 001; Yaochu Jin (IEEE Trans. Evol. Comput., 2018)

A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization. - Xingyi Zhang 001; Ye Tian 009; Ran Cheng; Yaochu Jin (IEEE Trans. Evol. Comput., 2018)

Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection. - Ye Tian 009; Shangshang Yang; Xingyi Zhang 001; Yaochu Jin (CEC, 2019)

Automated Selection of Evolutionary Multi-objective Optimization Algorithms. - Ye Tian 009; Shichen Peng; Tobias Rodemann; Xingyi Zhang 001; Yaochu Jin (SSCI, 2019)

Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier]. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Miqing Li; Yaochu Jin (IEEE Comput. Intell. Mag., 2019)

Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation. - Cheng He 001; Lianghao Li; Ye Tian 009; Xingyi Zhang 001; Ran Cheng; Yaochu Jin; Xin Yao 001 (IEEE Trans. Evol. Comput., 2019)

A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization. - Linqiang Pan; Cheng He 001; Ye Tian 009; Handing Wang; Xingyi Zhang 001; Yaochu Jin (IEEE Trans. Evol. Comput., 2019)

A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Yansen Su; Yaochu Jin (IEEE Trans. Evol. Comput., 2019)

A Surrogate-Assisted Multiobjective Evolutionary Algorithm for Large-Scale Task-Oriented Pattern Mining. - Ye Tian 009; Shangshang Yang; Lei Zhang 060; Fuchen Duan; Xingyi Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2019)

Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization. - Cheng He 001; Ran Cheng; Ye Tian 009; Xingyi Zhang 001 (CEC, 2020)

Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO. - Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Yaochu Jin (CEC, 2020)

Maximizing receiver operating characteristics convex hull via dynamic reference point-based multi-objective evolutionary algorithm. - Fan Cheng 001; Qiangqiang Zhang; Ye Tian 009; Xingyi Zhang 001 (Appl. Soft Comput., 2020)

A non-revisiting genetic algorithm based on a novel binary space partition tree. - Yansen Su; Neng Guo; Ye Tian 009; Xingyi Zhang 001 (Inf. Sci., 2020)

A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks. - Ye Tian 009; Shichen Peng; Xingyi Zhang 001; Tobias Rodemann; Kay Chen Tan; Yaochu Jin (IEEE Trans. Artif. Intell., 2020)

Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems. - Huangke Chen; Ye Tian 009; Witold Pedrycz; Guohua Wu 001; Rui Wang 017; Ling Wang 001 (IEEE Trans. Cybern., 2020)

Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling. - Ye Tian 009; Xingyi Zhang 001; Ran Cheng; Cheng He 001; Yaochu Jin (IEEE Trans. Cybern., 2020)

Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer. - Ye Tian 009; Xiutao Zheng; Xingyi Zhang 001; Yaochu Jin (IEEE Trans. Cybern., 2020)

Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers. - Cheng He 001; Ran Cheng; Chuanji Zhang; Ye Tian 009; Qing Chen 004; Xin Yao 001 (IEEE Trans. Evol. Comput., 2020)

An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. - Ye Tian 009; Xingyi Zhang 001; Chao Wang 039; Yaochu Jin (IEEE Trans. Evol. Comput., 2020)

An Evolutionary Multiobjective Optimization Based Fuzzy Method for Overlapping Community Detection. - Ye Tian 009; Shangshang Yang; Xingyi Zhang 001 (IEEE Trans. Fuzzy Syst., 2020)

A Clustering-Based Surrogate-Assisted Multiobjective Evolutionary Algorithm for Shelter Location Problem Under Uncertainty of Road Networks. - Xiaoshu Xiang; Ye Tian 009; Jianhua Xiao; Xingyi Zhang 001 (IEEE Trans. Ind. Informatics, 2020)

A Comparison Study of Evolutionary Algorithms on Large-Scale Sparse Multi-objective Optimization Problems. - Yajie Zhang; Ye Tian 009; Xingyi Zhang 001 (EMO, 2021)

Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics. - Ye Tian 009; Xingyi Zhang 001; Cheng He 001; Kay Chen Tan; Yaochu Jin (CoRR, 2021)

Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation. - Shangshang Yang; Ye Tian 009; Xiaoshu Xiang; Shichen Peng; Xingyi Zhang 001 (CoRR, 2021)

A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints. - Haiping Ma; Haoyu Wei; Ye Tian 009; Ran Cheng; Xingyi Zhang 001 (Inf. Sci., 2021)

Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks. - Ye Tian 009; Chang Lu; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Cybern., 2021)

Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization. - Cheng He 001; Ran Cheng; Ye Tian 009; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Evol. Comput., 2021)

A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems. - Ye Tian 009; Ruchen Liu; Xingyi Zhang 001; Haiping Ma; Kay Chen Tan; Yaochu Jin (IEEE Trans. Evol. Comput., 2021)

A Coevolutionary Framework for Constrained Multiobjective Optimization Problems. - Ye Tian 009; Tao Zhang 082; Jianhua Xiao; Xingyi Zhang 001; Yaochu Jin (IEEE Trans. Evol. Comput., 2021)

Feature Construction for Meta-heuristic Algorithm Recommendation of Capacitated Vehicle Routing Problems. - Hao Jiang 023; Yuhang Wang; Ye Tian 009; Xingyi Zhang 001; Jianhua Xiao (ACM Trans. Evol. Learn. Optim., 2021)

EMODMI: A Multi-Objective Optimization Based Method to Identify Disease Modules. - Ye Tian 009; Xiaochun Su; Yansen Su; Xingyi Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

A Multistage Evolutionary Algorithm for Better Diversity Preservation in Multiobjective Optimization. - Ye Tian 009; Cheng He 001; Ran Cheng; Xingyi Zhang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

A Comparative Study on Evolutionary Algorithms and Mathematical Programming Methods for Continuous Optimization. - Ye Tian 009; Haowen Chen; Xiaoshu Xiang; Hao Jiang 023; Xingyi Zhang 001 (CEC, 2022)

Hybrid Tourism Recommendation System: A Multi-Objective Perspective. - Shenqing Wang; Ruifen Cao; Ye Tian 009; Chunhou Zheng 001 (CEC, 2022)

Tagging Metaheuristics with Problem-Oriented Labels for Non-Expert Users. - Ye Tian 009; Maihai Sun; Shangshang Yang; Xingyi Zhang 001 (SSCI, 2022)

An evolutionary algorithm for solving Capacitated Vehicle Routing Problems by using local information. - Hao Jiang 023; Mengxin Lu; Ye Tian 009; Jianfeng Qiu; Xingyi Zhang 001 (Appl. Soft Comput., 2022)

Comparing the Performance of Evolutionary Algorithms for Sparse Multi-Objective Optimization via a Comprehensive Indicator [Research Frontier]. - Yansen Su; Zhongxiang Jin; Ye Tian 009; Xingyi Zhang 001; Kay Chen Tan (IEEE Comput. Intell. Mag., 2022)

Evolutionary Large-Scale Multi-Objective Optimization: A Survey. - Ye Tian 009; Langchun Si; Xingyi Zhang 001; Ran Cheng; Cheng He 001; Kay Chen Tan; Yaochu Jin (ACM Comput. Surv., 2022)

Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization. - Ye Tian 009; Haowen Chen; Haiping Ma; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE CAA J. Autom. Sinica, 2022)

A benchmark generator for online dynamic single-objective and multi-objective optimization problems. - Xiaoshu Xiang; Ye Tian 009; Ran Cheng; Xingyi Zhang 001; Shengxiang Yang; Yaochu Jin (Inf. Sci., 2022)

Action Command Encoding for Surrogate-Assisted Neural Architecture Search. - Ye Tian 009; Shichen Peng; Shangshang Yang; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Cogn. Dev. Syst., 2022)

Accelerating Evolutionary Neural Architecture Search via Multifidelity Evaluation. - Shangshang Yang; Ye Tian 009; Xiaoshu Xiang; Shichen Peng; Xingyi Zhang 001 (IEEE Trans. Cogn. Dev. Syst., 2022)

A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. - Ye Tian 009; Chang Lu; Xingyi Zhang 001; Fan Cheng 001; Yaochu Jin (IEEE Trans. Cybern., 2022)

A Variable Importance-Based Differential Evolution for Large-Scale Multiobjective Optimization. - Songbai Liu; Qiuzhen Lin; Ye Tian 009; Kay Chen Tan (IEEE Trans. Cybern., 2022)

Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization. - Ye Tian 009; Yajie Zhang; Yansen Su; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Cybern., 2022)

A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning. - Ye Tian 009; Yuandong Feng; Chao Wang 039; Ruifen Cao; Xingyi Zhang 001; Xi Pei; Kay Chen Tan; Yaochu Jin (IEEE Trans. Evol. Comput., 2022)

A Dual-Population Based Evolutionary Algorithm for Multi-Objective Location Problem Under Uncertainty of Facilities. - Chao Wang 039; Ziqiong Wang; Ye Tian 009; Xingyi Zhang 001; Jianhua Xiao (IEEE Trans. Intell. Transp. Syst., 2022)

A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems. - Xiaoshu Xiang; Ye Tian 009; Xingyi Zhang 001; Jianhua Xiao; Yaochu Jin (IEEE Trans. Intell. Transp. Syst., 2022)

A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks. - Shangshang Yang; Ye Tian 009; Cheng He 001; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Neural Networks Learn. Syst., 2022)

Optimization of Large-Scale Distribution Center Location Selection in Fresh Produce Transportation. - Wenhao Jia; Yang Lin; Junyuan Ding; Guoan Qin; Shuai Shao; Ye Tian 009 (BIC-TA (2), 2023)

A Non-uniform Clustering Based Evolutionary Algorithm for Solving Large-Scale Sparse Multi-objective Optimization Problems. - Shuai Shao; Ye Tian 009; Xingyi Zhang 001 (BIC-TA (1), 2023)

Optimizing Large-Scale Distribution Center Locations During the COVID-19 Quarantine. - Luchen Wang; Ye Tian 009; Xiaoshu Xiang; Xingyi Zhang 001 (CEC, 2023)

A Sparsity-Guided Elitism Co-Evolutionary Framework for Sparse Large-Scale Multi-Objective Optimization. - Chengmin Wu; Ye Tian 009; Yajie Zhang; Hao Jiang 023; Xing-yi Zhang 001 (CEC, 2023)

Directed Quick Search Guided Evolutionary Algorithm for Large-scale Multi-objective Optimization Problems. - Ying Wu; Na Yang; Long Chen; Ye Tian 009; Zhenzhou Tang (GECCO, 2023)

EQ-Net: Elastic Quantization Neural Networks. - Ke Xu 011; Lei Han; Ye Tian 009; Shangshang Yang; Xingyi Zhang 001 (ICCV, 2023)

A Hybrid Tourism Recommendation System Based on Multi-objective Evolutionary Algorithm and Re-ranking. - Ruifen Cao; Zijue Li; Pi-Jing Wei; Ye Tian 009; Chun-Hou Zheng 001 (ICIC (5), 2023)

Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. - Shangshang Yang; Xiaoshan Yu 002; Ye Tian 009; Xueming Yan; Haiping Ma; Xingyi Zhang 001 (NeurIPS, 2023)

Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search. - Shangshang Yang; Haiping Ma; Cheng Zhen; Ye Tian 009; Limiao Zhang; Yaochu Jin; Xingyi Zhang 001 (CoRR, 2023)

A practical tutorial on solving optimization problems via PlatEMO. - Ye Tian 009; Weijian Zhu; Xingyi Zhang 001; Yaochu Jin (Neurocomputing, 2023)

Local Model-Based Pareto Front Estimation for Multiobjective Optimization. - Ye Tian 009; Langchun Si; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization. - Songbai Liu; Jun Li; Qiuzhen Lin; Ye Tian 009; Kay Chen Tan (IEEE Trans. Evol. Comput., 2023)

A Fast Clustering Based Evolutionary Algorithm for Super-Large-Scale Sparse Multi-Objective Optimization. - Ye Tian 009; Yuandong Feng; Xingyi Zhang 001; Changyin Sun 001 (IEEE CAA J. Autom. Sinica, 2023)

PRETTY: A parallel transgenerational learning-assisted evolutionary algorithm for computationally expensive multi-objective optimization. - Mingyin Zou; Xiaomin Zhu 001; Ye Tian 009; Ji Wang 002; Huangke Chen (Inf. Sci., 2023)

Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm. - Ye Tian 009; Jingwen Pan; Shangshang Yang; Xingyi Zhang 001; Shuping He; Yaochu Jin (IEEE Trans. Artif. Intell., 2023)

Communication Efficient Federated Learning With Heterogeneous Structured Client Models. - Yao Hu 001; Xiaoyan Sun 002; Ye Tian 009; Linqi Song; Kay Chen Tan (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm. - Shangshang Yang; Haoyu Wei; Haiping Ma; Ye Tian 009; Xingyi Zhang 001; Yunbo Cao; Yaochu Jin (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization. - Ye Tian 009; Jiaxing Hu; Cheng He 001; Haiping Ma; Limiao Zhang; Xingyi Zhang 001 (Swarm Evol. Comput., 2023)

Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization. - Ye Tian 009; Xiaopeng Li; Haiping Ma; Xingyi Zhang 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Design and analysis of helper-problem-assisted evolutionary algorithm for constrained multiobjective optimization. - Yajie Zhang; Ye Tian 009; Hao Jiang 023; Xingyi Zhang 001; Yaochu Jin (Inf. Sci., 2023)

Subspace segmentation based co-evolutionary algorithm for balancing convergence and diversity in many-objective optimization. - Genggeng Liu; Zhenyu Pei; Nengxian Liu; Ye Tian 009 (Swarm Evol. Comput., 2023)

Deep Reinforcement Learning Based Adaptive Environmental Selection for Evolutionary Multi-Objective Optimization. - Ye Tian 009; Lianjie Yao; Shuai Shao; Yajie Zhang; Xingyi Zhang 001 (CEC, 2024)

A Deep Reinforcement Learning Assisted Heuristic for Solving Traveling Salesman Problems. - Ye Tian 009; Qinghui Zhu; Shuai Shao; Langchun Si; Xingyi Zhang 001 (CEC, 2024)

Multi-Agent Reinforcement Learning with Asymmetric Representation Assisted by Multi-Objective Evolutionary Algorithms. - Ye Tian 009; Weixin Wang; Shangshang Yang; Panpan Zhang; Xingyi Zhang 001 (CEC, 2024)

Attacking Evolutionary Algorithms via SparseEA. - Limiao Zhang; Ran Wang; Ye Tian 009; Xingyi Zhang 001 (ICSI (1), 2024)

A co-evolutionary algorithm based on sparsity clustering for sparse large-scale multi-objective optimization. - Yajie Zhang; Chengming Wu; Ye Tian 009; Xingyi Zhang 001 (Eng. Appl. Artif. Intell., 2024)

Directed quick search guided evolutionary framework for large-scale multi-objective optimization problems. - Ying Wu; Na Yang; Long Chen; Ye Tian 009; Zhenzhou Tang (Expert Syst. Appl., 2024)

Two-Stage Evolutionary Algorithm Based on Subspace Specified Searching for Hyperspectral Endmember Extraction. - Cong Lei; Rong Liu; Ye Tian 009 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Deep reinforcement learning assisted automated guiding vector selection for large-scale sparse multi-objective optimization. - Shuai Shao; Ye Tian 009; Xing-yi Zhang 001 (Swarm Evol. Comput., 2024)

Multi-objective evolutionary multi-tasking band selection algorithm for hyperspectral image classification. - Qijun Wang; Yong Liu 026; Ke Xu 011; Yanni Dong; Fan Cheng 001; Ye Tian 009; Bo Du 001; Xingyi Zhang 001 (Swarm Evol. Comput., 2024)

A problem knowledge driven bi-population cooperative framework for time-varying ratio error estimation of voltage transformers. - Panpan Zhang; Ye Tian 009; Yajie Zhang; Xingyi Zhang 001 (Swarm Evol. Comput., 2024)

A multi-granularity clustering based evolutionary algorithm for large-scale sparse multi-objective optimization. - Ye Tian 009; Shuai Shao; Guohui Xie; Xingyi Zhang 001 (Swarm Evol. Comput., 2024)

Multigranularity Surrogate Modeling for Evolutionary Multiobjective Optimization With Expensive Constraints. - Yajie Zhang; Hao Jiang 023; Ye Tian 009; Haiping Ma; Xingyi Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators. - Ye Tian 009; Yaopei Guang; Langchun Si; Ruifen Cao; Xi Pei; Xingyi Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization Problems. - Hao Jiang 023; Kang Chou; Ye Tian 009; Xingyi Zhang 001; Yaochu Jin (IEEE Trans. Cybern., 2024)

Evolutionary Large-Scale Multiobjective Optimization via Autoencoder-Based Problem Transformation. - Songbai Liu; Jun Li; Qiuzhen Lin; Ye Tian 009; Jianqiang Li 001; Kay Chen Tan (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Hybrid Architecture-Based Evolutionary Robust Neural Architecture Search. - Shangshang Yang; Xiangkun Sun; Ke Xu 011; Yuanchao Liu; Ye Tian 009; Xingyi Zhang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Surrogate Models are not Necessary for Black-Box Expensive Optimization. - Hongxiang Geng; Ye Tian 009; Shangshang Yang; Xingyi Zhang 001; Cheng He 001 (CEC, 2025)

An Adaptive Multi-Granular Pareto-Optimal Subspace Learning Algorithm for Sparse Large-Scale Multi-Objective Optimization. - Chengze Sun; Ye Tian 009; Shuai Shao; Shangshang Yang; Xingyi Zhang 001 (CEC, 2025)

Varied granularity encoding based evolutionary algorithm for multi-objective intensity-modulated radiation therapy optimization. - Langchun Si; Xingyi Zhang 001; Ye Tian 009; Ruifen Cao; Shangshang Yang; Limiao Zhang (Eng. Appl. Artif. Intell., 2025)

Adaptive population sizing for multi-population based constrained multi-objective optimization. - Ye Tian 009; Ruiqin Wang; Yajie Zhang; Xingyi Zhang 001 (Neurocomputing, 2025)

Evolutionary algorithm with cross-diversity integration and mutation synergy operation for multi-objective recommendation. - Liang Chu; Ye Tian 009 (Swarm Evol. Comput., 2025)

Automated algorithm selection for black-box optimization using light gradient boosting machine. - Qingbin Guo; Handing Wang; Ye Tian 009 (Swarm Evol. Comput., 2025)

Deep reinforcement learning assisted surrogate model management for expensive constrained multi-objective optimization. - Shuai Shao; Ye Tian 009; Yajie Zhang (Swarm Evol. Comput., 2025)

A frequent pattern-based coevolutionary framework for multi-component spectral feature selection. - Panpan Zhang; Jing Rong; Ye Tian 009; Yajie Zhang; Shangshang Yang; Xingyi Zhang 001 (Swarm Evol. Comput., 2025)

A dual model-based evolutionary framework for dynamic large-scale sparse multiobjective optimization. - Panpan Zhang; Ru Zhang; Ye Tian 009; Kay Chen Tan; Xingyi Zhang 001 (Swarm Evol. Comput., 2025)

An Evolutionary Multitasking Algorithm for Efficient Multiobjective Recommendations. - Ye Tian 009; Luke Ji; Yiwei Hu; Haiping Ma; Le Wu; Xingyi Zhang 001 (IEEE Trans. Artif. Intell., 2025)

Variable Reconstruction for Evolutionary Expensive Large-Scale Multiobjective Optimization and Its Application on Aerodynamic Design. - Jianqing Lin; Cheng He 001; Ye Tian 009; Linqiang Pan (IEEE CAA J. Autom. Sinica, 2025)

Artificial evolutionary intelligence (AEI): evolutionary computation evolves with large language models. - Cheng He 001; Ye Tian 009; Zhichao Lu (J. Membr. Comput., 2025)

Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multiobjective Optimization. - Langchun Si; Xingyi Zhang 001; Ye Tian 009; Shangshang Yang; Limiao Zhang; Yaochu Jin (IEEE Trans. Evol. Comput., 2025)

An Efficient Sampling Approach to Offspring Generation for Evolutionary Large-Scale Constrained Multi-Objective Optimization. - Langchun Si; Xingyi Zhang 001; Yajie Zhang; Shangshang Yang; Ye Tian 009 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Knowledge Learning-Based Dimensionality Reduction for Solving Large-Scale Sparse Multiobjective Optimization Problems. - Shuai Shao; Ye Tian 009; Yajie Zhang; Xingyi Zhang 001 (IEEE Trans. Cybern., 2025)

A fast generalized surrogate-assisted evolutionary algorithm for solving expensive constrained optimization problems. - Genggeng Liu; Xuehui Su; Ruping Zhou; Nengxian Liu; Liyuan Zhang; Ye Tian 009 (J. Supercomput., 2025)

Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey. - Shuai Shao; Ye Tian 009; Yajie Zhang; Shangshang Yang; Panpan Zhang; Cheng He 001; Xingyi Zhang 001; Yaochu Jin (ACM Comput. Surv., 2025)