Ye Tian

134 papers A* 3A 1B 17C 1Journal 105Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adversarial Attacks on Evolutionary Algorithms Solving Data-Driven Optimization Problems [Research Frontier].
IEEE Comput. Intell. Mag.
Limiao Zhang, Jiacheng Liu, Ran Wang, Ye Tian, Yaochu Jin, Xingyi Zhang
2026 J jnl
An adaptive resource management based evolutionary algorithm for large-scale multi-modal multi-objective optimization.
Appl. Soft Comput.
Shuai Shao, Ye Tian, Yajie Zhang
2026 J jnl
Auxiliary-wrapper guided and multi-criteria filter based evolutionary band selection algorithm for hyperspectral image classification.
Swarm Evol. Comput.
Qijun Wang, Xiaowen Sun, Rui Chen, Guangyao Yan, Aibin Yan, Ye Tian, Xingyi Zhang
2026 J jnl
Deep Reinforcement Learning-Assisted Automated Operator Portfolio for Constrained Multi-objective Optimization.
CoRR
Shuai Shao, Ye Tian, Shangshang Yang, Xingyi Zhang
2026 J jnl
MaOEA-EHML: Synergizing machine learning and evolutionary computation for many-objective recommendation.
Swarm Evol. Comput.
Liang Chu, Ye Tian
2026 J jnl
Reinforcement learning assisted sparse population coevolutionary algorithm for multi-component spectral feature selection.
Swarm Evol. Comput.
Panpan Zhang, Yilan He, Jing Rong, Ye Tian, Yajie Zhang, Shangshang Yang, Xing-yi Zhang
2025 J jnl
A Dynamic and Heterogeneous Representation for Topology Optimization Using Evolutionary Algorithms [Research Frontier].
IEEE Comput. Intell. Mag.
Ye Tian, Zhihao Zhu, Xuanyi Zhao, Xiulong Chen, Weiqing Huang, Xingyi Zhang
2025 J jnl
A Sparsity Knowledge Transfer-Based Evolutionary Algorithm for Large-Scale Multitasking Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Chengming Wu, Ye Tian, Limiao Zhang, Xiaoshu Xiang, Xingyi Zhang
2025 J jnl
A dual model-based evolutionary framework for dynamic large-scale sparse multiobjective optimization.
Swarm Evol. Comput.
Panpan Zhang, Ru Zhang, Ye Tian, Kay Chen Tan, Xingyi Zhang
2025 J jnl
A fast generalized surrogate-assisted evolutionary algorithm for solving expensive constrained optimization problems.
J. Supercomput.
Genggeng Liu, Xuehui Su, Ruping Zhou, Nengxian Liu, Liyuan Zhang, Ye Tian
2025 J jnl
A frequent pattern-based coevolutionary framework for multi-component spectral feature selection.
Swarm Evol. Comput.
Panpan Zhang, Jing Rong, Ye Tian, Yajie Zhang, Shangshang Yang, Xingyi Zhang
2025 J jnl
Adaptive population sizing for multi-population based constrained multi-objective optimization.
Neurocomputing
Ye Tian, Ruiqin Wang, Yajie Zhang, Xingyi Zhang
2025 B conf
An Adaptive Multi-Granular Pareto-Optimal Subspace Learning Algorithm for Sparse Large-Scale Multi-Objective Optimization.
CEC
Chengze Sun, Ye Tian, Shuai Shao, Shangshang Yang, Xingyi Zhang
2025 J jnl
An Efficient Sampling Approach to Offspring Generation for Evolutionary Large-Scale Constrained Multi-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Langchun Si, Xingyi Zhang, Yajie Zhang, Shangshang Yang, Ye Tian
2025 J jnl
An Evolutionary Algorithm for Solving Large-Scale Robust Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Shuai Shao, Ye Tian, Limiao Zhang, Kay Chen Tan, Xingyi Zhang
2025 J jnl
An Evolutionary Multiobjective Neural Architecture Search Approach to Advancing Cognitive Diagnosis in Intelligent Education.
IEEE Trans. Evol. Comput.
Shangshang Yang, Haiping Ma, Ying Bi, Ye Tian, Limiao Zhang, Yaochu Jin, Xingyi Zhang
2025 J jnl
An Evolutionary Multitasking Algorithm for Efficient Multiobjective Recommendations.
IEEE Trans. Artif. Intell.
Ye Tian, Luke Ji, Yiwei Hu, Haiping Ma, Le Wu, Xingyi Zhang
2025 J jnl
An adjoint feature-selection-based evolutionary algorithm for sparse large-scale multiobjective optimization.
Complex Intell. Syst.
Panpan Zhang, Hang Yin, Ye Tian, Xingyi Zhang
2025 J jnl
Artificial evolutionary intelligence (AEI): evolutionary computation evolves with large language models.
J. Membr. Comput.
Cheng He, Ye Tian, Zhichao Lu
2025 J jnl
Automated algorithm selection for black-box optimization using light gradient boosting machine.
Swarm Evol. Comput.
Qingbin Guo, Handing Wang, Ye Tian
2025 B conf
Cascade Adversarial Attack Search.
IJCNN
Ziwen Wang, Daoli Shen, Xiangkun Sun, Shangshang Yang, Xiaoshan Yu, Ye Tian
2025 J jnl
Deep reinforcement learning assisted surrogate model management for expensive constrained multi-objective optimization.
Swarm Evol. Comput.
Shuai Shao, Ye Tian, Yajie Zhang
2025 A* conf
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks.
IJCAI
Shangshang Yang, Linrui Qin, Xiaoshan Yu, Ziwen Wang, Xueming Yan, Haiping Ma, Ye Tian
2025 B conf
Evolutionary Asynchronous Optimization-A Novel Optimization Paradigm for Non-contact Voltage Measurement.
CEC
Ye Tian, Cheng He, Endi Cao, Yonglin He, Xingyi Zhang
2025 J jnl
Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey.
ACM Comput. Surv.
Shuai Shao, Ye Tian, Yajie Zhang, Shangshang Yang, Panpan Zhang, Cheng He, Xingyi Zhang, Yaochu Jin
2025 J jnl
Evolutionary algorithm with cross-diversity integration and mutation synergy operation for multi-objective recommendation.
Swarm Evol. Comput.
Liang Chu, Ye Tian
2025 J jnl
HRL-MOEA: a hybrid reinforcement learning-enhanced multi-objective recommendation algorithm with dynamic policy orchestration.
Complex Intell. Syst.
Liang Chu, Ye Tian
2025 J jnl
Knowledge Learning-Based Dimensionality Reduction for Solving Large-Scale Sparse Multiobjective Optimization Problems.
IEEE Trans. Cybern.
Shuai Shao, Ye Tian, Yajie Zhang, Xingyi Zhang
2025 J jnl
Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Langchun Si, Xingyi Zhang, Ye Tian, Shangshang Yang, Limiao Zhang, Yaochu Jin
2025 J jnl
Multi-objective recommendation system utilizing a multi-population knowledge migration framework.
Complex Intell. Syst.
Liang Chu, Ye Tian
2025 J jnl
Neural Network-Based Dimensionality Reduction for Large-Scale Binary Optimization With Millions of Variables.
IEEE Trans. Evol. Comput.
Ye Tian, Luchen Wang, Shangshang Yang, Jinliang Ding, Yaochu Jin, Xingyi Zhang
2025 B conf
Surrogate Models are not Necessary for Black-Box Expensive Optimization.
CEC
Hongxiang Geng, Ye Tian, Shangshang Yang, Xingyi Zhang, Cheng He
2025 J jnl
Variable Reconstruction for Evolutionary Expensive Large-Scale Multiobjective Optimization and Its Application on Aerodynamic Design.
IEEE CAA J. Autom. Sinica
Jianqing Lin, Cheng He, Ye Tian, Linqiang Pan
2025 J jnl
Varied granularity encoding based evolutionary algorithm for multi-objective intensity-modulated radiation therapy optimization.
Eng. Appl. Artif. Intell.
Langchun Si, Xingyi Zhang, Ye Tian, Ruifen Cao, Shangshang Yang, Limiao Zhang
2024 B conf
A Deep Reinforcement Learning Assisted Heuristic for Solving Traveling Salesman Problems.
CEC
Ye Tian, Qinghui Zhu, Shuai Shao, Langchun Si, Xingyi Zhang
2024 J jnl
A co-evolutionary algorithm based on sparsity clustering for sparse large-scale multi-objective optimization.
Eng. Appl. Artif. Intell.
Yajie Zhang, Chengming Wu, Ye Tian, Xingyi Zhang
2024 J jnl
A multi-granularity clustering based evolutionary algorithm for large-scale sparse multi-objective optimization.
Swarm Evol. Comput.
Ye Tian, Shuai Shao, Guohui Xie, Xingyi Zhang
2024 J jnl
A problem knowledge driven bi-population cooperative framework for time-varying ratio error estimation of voltage transformers.
Swarm Evol. Comput.
Panpan Zhang, Ye Tian, Yajie Zhang, Xingyi Zhang
2024 — conf
Attacking Evolutionary Algorithms via SparseEA.
ICSI (1)
Limiao Zhang, Ran Wang, Ye Tian, Xingyi Zhang
2024 B conf
Deep Reinforcement Learning Based Adaptive Environmental Selection for Evolutionary Multi-Objective Optimization.
CEC
Ye Tian, Lianjie Yao, Shuai Shao, Yajie Zhang, Xingyi Zhang
2024 J jnl
Deep reinforcement learning assisted automated guiding vector selection for large-scale sparse multi-objective optimization.
Swarm Evol. Comput.
Shuai Shao, Ye Tian, Xing-yi Zhang
2024 J jnl
Directed quick search guided evolutionary framework for large-scale multi-objective optimization problems.
Expert Syst. Appl.
Ying Wu, Na Yang, Long Chen, Ye Tian, Zhenzhou Tang
2024 J jnl
Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators.
IEEE Trans. Emerg. Top. Comput. Intell.
Ye Tian, Yaopei Guang, Langchun Si, Ruifen Cao, Xi Pei, Xingyi Zhang
2024 J jnl
Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization Problems.
IEEE Trans. Cybern.
Hao Jiang, Kang Chou, Ye Tian, Xingyi Zhang, Yaochu Jin
2024 J jnl
Evolutionary Large-Scale Multiobjective Optimization via Autoencoder-Based Problem Transformation.
IEEE Trans. Emerg. Top. Comput. Intell.
Songbai Liu, Jun Li, Qiuzhen Lin, Ye Tian, Jianqiang Li, Kay Chen Tan
2024 J jnl
Hybrid Architecture-Based Evolutionary Robust Neural Architecture Search.
IEEE Trans. Emerg. Top. Comput. Intell.
Shangshang Yang, Xiangkun Sun, Ke Xu, Yuanchao Liu, Ye Tian, Xingyi Zhang
2024 B conf
Multi-Agent Reinforcement Learning with Asymmetric Representation Assisted by Multi-Objective Evolutionary Algorithms.
CEC
Ye Tian, Weixin Wang, Shangshang Yang, Panpan Zhang, Xingyi Zhang
2024 J jnl
Multi-objective evolutionary multi-tasking band selection algorithm for hyperspectral image classification.
Swarm Evol. Comput.
Qijun Wang, Yong Liu, Ke Xu, Yanni Dong, Fan Cheng, Ye Tian, Bo Du, Xingyi Zhang
2024 J jnl
Multigranularity Surrogate Modeling for Evolutionary Multiobjective Optimization With Expensive Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Yajie Zhang, Hao Jiang, Ye Tian, Haiping Ma, Xingyi Zhang
2024 J jnl
Two-Stage Evolutionary Algorithm Based on Subspace Specified Searching for Hyperspectral Endmember Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Cong Lei, Rong Liu, Ye Tian
2023 J jnl
A Fast Clustering Based Evolutionary Algorithm for Super-Large-Scale Sparse Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica
Ye Tian, Yuandong Feng, Xingyi Zhang, Changyin Sun
2023 — conf
A Hybrid Tourism Recommendation System Based on Multi-objective Evolutionary Algorithm and Re-ranking.
ICIC (5)
Ruifen Cao, Zijue Li, Pi-Jing Wei, Ye Tian, Chun-Hou Zheng
2023 — conf
A Non-uniform Clustering Based Evolutionary Algorithm for Solving Large-Scale Sparse Multi-objective Optimization Problems.
BIC-TA (1)
Shuai Shao, Ye Tian, Xingyi Zhang
2023 B conf
A Sparsity-Guided Elitism Co-Evolutionary Framework for Sparse Large-Scale Multi-Objective Optimization.
CEC
Chengmin Wu, Ye Tian, Yajie Zhang, Hao Jiang, Xing-yi Zhang
2023 J jnl
A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization.
Swarm Evol. Comput.
Ye Tian, Jiaxing Hu, Cheng He, Haiping Ma, Limiao Zhang, Xingyi Zhang
2023 J jnl
A practical tutorial on solving optimization problems via PlatEMO.
Neurocomputing
Ye Tian, Weijian Zhu, Xingyi Zhang, Yaochu Jin
2023 J jnl
Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm.
IEEE Trans. Emerg. Top. Comput. Intell.
Shangshang Yang, Haoyu Wei, Haiping Ma, Ye Tian, Xingyi Zhang, Yunbo Cao, Yaochu Jin
2023 J jnl
Communication Efficient Federated Learning With Heterogeneous Structured Client Models.
IEEE Trans. Emerg. Top. Comput. Intell.
Yao Hu, Xiaoyan Sun, Ye Tian, Linqi Song, Kay Chen Tan
2023 J jnl
Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Ye Tian, Xiaopeng Li, Haiping Ma, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2023 J jnl
Design and analysis of helper-problem-assisted evolutionary algorithm for constrained multiobjective optimization.
Inf. Sci.
Yajie Zhang, Ye Tian, Hao Jiang, Xingyi Zhang, Yaochu Jin
2023 J jnl
Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search.
CoRR
Shangshang Yang, Haiping Ma, Cheng Zhen, Ye Tian, Limiao Zhang, Yaochu Jin, Xingyi Zhang
2023 A conf
Directed Quick Search Guided Evolutionary Algorithm for Large-scale Multi-objective Optimization Problems.
GECCO
Ying Wu, Na Yang, Long Chen, Ye Tian, Zhenzhou Tang
2023 A* conf
EQ-Net: Elastic Quantization Neural Networks.
ICCV
Ke Xu, Lei Han, Ye Tian, Shangshang Yang, Xingyi Zhang
2023 J jnl
EQ-Net: Elastic Quantization Neural Networks.
CoRR
Ke Xu, Lei Han, Ye Tian, Shangshang Yang, Xingyi Zhang
2023 A* conf
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing.
NeurIPS
Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang
2023 J jnl
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing.
CoRR
Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang
2023 J jnl
Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm.
IEEE Trans. Artif. Intell.
Ye Tian, Jingwen Pan, Shangshang Yang, Xingyi Zhang, Shuping He, Yaochu Jin
2023 J jnl
Improved SparseEA for sparse large-scale multi-objective optimization problems.
Complex Intell. Syst.
Yajie Zhang, Ye Tian, Xingyi Zhang
2023 J jnl
Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Songbai Liu, Jun Li, Qiuzhen Lin, Ye Tian, Kay Chen Tan
2023 J jnl
Local Model-Based Pareto Front Estimation for Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Ye Tian, Langchun Si, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2023 — conf
Optimization of Large-Scale Distribution Center Location Selection in Fresh Produce Transportation.
BIC-TA (2)
Wenhao Jia, Yang Lin, Junyuan Ding, Guoan Qin, Shuai Shao, Ye Tian
2023 B conf
Optimizing Large-Scale Distribution Center Locations During the COVID-19 Quarantine.
CEC
Luchen Wang, Ye Tian, Xiaoshu Xiang, Xingyi Zhang
2023 J jnl
PRETTY: A parallel transgenerational learning-assisted evolutionary algorithm for computationally expensive multi-objective optimization.
Inf. Sci.
Mingyin Zou, Xiaomin Zhu, Ye Tian, Ji Wang, Huangke Chen
2023 J jnl
Subspace segmentation based co-evolutionary algorithm for balancing convergence and diversity in many-objective optimization.
Swarm Evol. Comput.
Genggeng Liu, Zhenyu Pei, Nengxian Liu, Ye Tian
2022 B conf
A Comparative Study on Evolutionary Algorithms and Mathematical Programming Methods for Continuous Optimization.
CEC
Ye Tian, Haowen Chen, Xiaoshu Xiang, Hao Jiang, Xingyi Zhang
2022 J jnl
A Dual-Population Based Evolutionary Algorithm for Multi-Objective Location Problem Under Uncertainty of Facilities.
IEEE Trans. Intell. Transp. Syst.
Chao Wang, Ziqiong Wang, Ye Tian, Xingyi Zhang, Jianhua Xiao
2022 J jnl
A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Shangshang Yang, Ye Tian, Cheng He, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2022 J jnl
A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning.
IEEE Trans. Evol. Comput.
Ye Tian, Yuandong Feng, Chao Wang, Ruifen Cao, Xingyi Zhang, Xi Pei, Kay Chen Tan, Yaochu Jin
2022 J jnl
A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems.
IEEE Trans. Intell. Transp. Syst.
Xiaoshu Xiang, Ye Tian, Xingyi Zhang, Jianhua Xiao, Yaochu Jin
2022 J jnl
A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems.
IEEE Trans. Cybern.
Ye Tian, Chang Lu, Xingyi Zhang, Fan Cheng, Yaochu Jin
2022 J jnl
A Variable Importance-Based Differential Evolution for Large-Scale Multiobjective Optimization.
IEEE Trans. Cybern.
Songbai Liu, Qiuzhen Lin, Ye Tian, Kay Chen Tan
2022 J jnl
A benchmark generator for online dynamic single-objective and multi-objective optimization problems.
Inf. Sci.
Xiaoshu Xiang, Ye Tian, Ran Cheng, Xingyi Zhang, Shengxiang Yang, Yaochu Jin
2022 J jnl
Accelerating Evolutionary Neural Architecture Search via Multifidelity Evaluation.
IEEE Trans. Cogn. Dev. Syst.
Shangshang Yang, Ye Tian, Xiaoshu Xiang, Shichen Peng, Xingyi Zhang
2022 J jnl
Action Command Encoding for Surrogate-Assisted Neural Architecture Search.
IEEE Trans. Cogn. Dev. Syst.
Ye Tian, Shichen Peng, Shangshang Yang, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2022 J jnl
An evolutionary algorithm for solving Capacitated Vehicle Routing Problems by using local information.
Appl. Soft Comput.
Hao Jiang, Mengxin Lu, Ye Tian, Jianfeng Qiu, Xingyi Zhang
2022 J jnl
Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization.
IEEE Trans. Cybern.
Ye Tian, Yajie Zhang, Yansen Su, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2022 J jnl
Comparing the Performance of Evolutionary Algorithms for Sparse Multi-Objective Optimization via a Comprehensive Indicator [Research Frontier].
IEEE Comput. Intell. Mag.
Yansen Su, Zhongxiang Jin, Ye Tian, Xingyi Zhang, Kay Chen Tan
2022 J jnl
Evolutionary Large-Scale Multi-Objective Optimization: A Survey.
ACM Comput. Surv.
Ye Tian, Langchun Si, Xingyi Zhang, Ran Cheng, Cheng He, Kay Chen Tan, Yaochu Jin
2022 B conf
Hybrid Tourism Recommendation System: A Multi-Objective Perspective.
CEC
Shenqing Wang, Ruifen Cao, Ye Tian, Chunhou Zheng
2022 J jnl
Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica
Ye Tian, Haowen Chen, Haiping Ma, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2022 — conf
Tagging Metaheuristics with Problem-Oriented Labels for Non-Expert Users.
SSCI
Ye Tian, Maihai Sun, Shangshang Yang, Xingyi Zhang
2021 J jnl
A Coevolutionary Framework for Constrained Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Ye Tian, Tao Zhang, Jianhua Xiao, Xingyi Zhang, Yaochu Jin
2021 C conf
A Comparison Study of Evolutionary Algorithms on Large-Scale Sparse Multi-objective Optimization Problems.
EMO
Yajie Zhang, Ye Tian, Xingyi Zhang
2021 J jnl
A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Ye Tian, Ruchen Liu, Xingyi Zhang, Haiping Ma, Kay Chen Tan, Yaochu Jin
2021 J jnl
A Multistage Evolutionary Algorithm for Better Diversity Preservation in Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Ye Tian, Cheng He, Ran Cheng, Xingyi Zhang
2021 J jnl
A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints.
Inf. Sci.
Haiping Ma, Haoyu Wei, Ye Tian, Ran Cheng, Xingyi Zhang
2021 J jnl
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation.
CoRR
Shangshang Yang, Ye Tian, Xiaoshu Xiang, Shichen Peng, Xingyi Zhang
2021 J jnl
EMODMI: A Multi-Objective Optimization Based Method to Identify Disease Modules.
IEEE Trans. Emerg. Top. Comput. Intell.
Ye Tian, Xiaochun Su, Yansen Su, Xingyi Zhang
2021 J jnl
Feature Construction for Meta-heuristic Algorithm Recommendation of Capacitated Vehicle Routing Problems.
ACM Trans. Evol. Learn. Optim.
Hao Jiang, Yuhang Wang, Ye Tian, Xingyi Zhang, Jianhua Xiao
2021 J jnl
Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Cheng He, Ran Cheng, Ye Tian, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2021 J jnl
Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics.
CoRR
Ye Tian, Xingyi Zhang, Cheng He, Kay Chen Tan, Yaochu Jin
2021 J jnl
Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks.
IEEE Trans. Cybern.
Ye Tian, Chang Lu, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2020 J jnl
A Clustering-Based Surrogate-Assisted Multiobjective Evolutionary Algorithm for Shelter Location Problem Under Uncertainty of Road Networks.
IEEE Trans. Ind. Informatics
Xiaoshu Xiang, Ye Tian, Jianhua Xiao, Xingyi Zhang
2020 J jnl
A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks.
IEEE Trans. Artif. Intell.
Ye Tian, Shichen Peng, Xingyi Zhang, Tobias Rodemann, Kay Chen Tan, Yaochu Jin
2020 J jnl
A non-revisiting genetic algorithm based on a novel binary space partition tree.
Inf. Sci.
Yansen Su, Neng Guo, Ye Tian, Xingyi Zhang
2020 J jnl
An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Ye Tian, Xingyi Zhang, Chao Wang, Yaochu Jin
2020 J jnl
An Evolutionary Multiobjective Optimization Based Fuzzy Method for Overlapping Community Detection.
IEEE Trans. Fuzzy Syst.
Ye Tian, Shangshang Yang, Xingyi Zhang
2020 J jnl
Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer.
IEEE Trans. Cybern.
Ye Tian, Xiutao Zheng, Xingyi Zhang, Yaochu Jin
2020 J jnl
Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers.
IEEE Trans. Evol. Comput.
Cheng He, Ran Cheng, Chuanji Zhang, Ye Tian, Qing Chen, Xin Yao
2020 J jnl
Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling.
IEEE Trans. Cybern.
Ye Tian, Xingyi Zhang, Ran Cheng, Cheng He, Yaochu Jin
2020 J jnl
Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems.
IEEE Trans. Cybern.
Huangke Chen, Ye Tian, Witold Pedrycz, Guohua Wu, Rui Wang, Ling Wang
2020 B conf
Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization.
CEC
Cheng He, Ran Cheng, Ye Tian, Xingyi Zhang
2020 J jnl
Maximizing receiver operating characteristics convex hull via dynamic reference point-based multi-objective evolutionary algorithm.
Appl. Soft Comput.
Fan Cheng, Qiangqiang Zhang, Ye Tian, Xingyi Zhang
2020 B conf
Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO.
CEC
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin
2019 J jnl
A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Linqiang Pan, Cheng He, Ye Tian, Handing Wang, Xingyi Zhang, Yaochu Jin
2019 J jnl
A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Ye Tian, Ran Cheng, Xingyi Zhang, Yansen Su, Yaochu Jin
2019 J jnl
A Surrogate-Assisted Multiobjective Evolutionary Algorithm for Large-Scale Task-Oriented Pattern Mining.
IEEE Trans. Emerg. Top. Comput. Intell.
Ye Tian, Shangshang Yang, Lei Zhang, Fuchen Duan, Xingyi Zhang
2019 J jnl
Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation.
IEEE Trans. Evol. Comput.
Cheng He, Lianghao Li, Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin, Xin Yao
2019 — conf
Automated Selection of Evolutionary Multi-objective Optimization Algorithms.
SSCI
Ye Tian, Shichen Peng, Tobias Rodemann, Xingyi Zhang, Yaochu Jin
2019 J jnl
Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier].
IEEE Comput. Intell. Mag.
Ye Tian, Ran Cheng, Xingyi Zhang, Miqing Li, Yaochu Jin
2019 B conf
Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection.
CEC
Ye Tian, Shangshang Yang, Xingyi Zhang, Yaochu Jin
2018 J jnl
A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin
2018 J jnl
An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility.
IEEE Trans. Evol. Comput.
Ye Tian, Ran Cheng, Xingyi Zhang, Fan Cheng, Yaochu Jin
2018 B conf
Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems.
CEC
Ye Tian, Xiaoshu Xiang, Xingyi Zhang, Ran Cheng, Yaochu Jin
2017 J jnl
A radial space division based evolutionary algorithm for many-objective optimization.
Appl. Soft Comput.
Cheng He, Ye Tian, Yaochu Jin, Xingyi Zhang, Linqiang Pan
2017 J jnl
A region division based diversity maintaining approach for many-objective optimization.
Integr. Comput. Aided Eng.
Linqiang Pan, Cheng He, Ye Tian, Yansen Su, Xingyi Zhang
2017 J jnl
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum].
IEEE Comput. Intell. Mag.
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin
2017 J jnl
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization.
CoRR
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin
2016 B conf
A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric.
CEC
Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin
2016 B conf
An improved reference point sampling method on Pareto optimal front.
CEC
Cheng He, Linqiang Pan, Hang Xu, Ye Tian, Xingyi Zhang
2016 J jnl
Approximate non-dominated sorting for evolutionary many-objective optimization.
Inf. Sci.
Xingyi Zhang, Ye Tian, Yaochu Jin
2016 — conf
Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization.
SSCI
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin
2015 J jnl
A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Xingyi Zhang, Ye Tian, Yaochu Jin
2015 J jnl
An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin