Ye Tian

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 91

Top Topics

Multiobjective Optimization

Evolutionary Algorithm

Vehicle Routing

Neural Architecture

Top Venues

IEEE Trans. Evol. Comput.

IEEE Trans. Emerg. Top. Comput. Intell.

IEEE Trans. Cybern.

Publications

Ye Tian, Lianjie Yao, Shuai Shao, Yajie Zhang, Xingyi Zhang
Deep Reinforcement Learning Based Adaptive Environmental Selection for Evolutionary Multi-Objective Optimization. CEC (2024)
Ye Tian, Qinghui Zhu, Shuai Shao, Langchun Si, Xingyi Zhang
A Deep Reinforcement Learning Assisted Heuristic for Solving Traveling Salesman Problems. CEC (2024)
Ying Wu, Na Yang, Long Chen, Ye Tian, Zhenzhou Tang
Directed quick search guided evolutionary framework for large-scale multi-objective optimization problems. Expert Syst. Appl. 239 (2024)
Ye Tian, Yaopei Guang, Langchun Si, Ruifen Cao, Xi Pei, Xingyi Zhang
Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Qijun Wang, Yong Liu, Ke Xu, Yanni Dong, Fan Cheng, Ye Tian, Bo Du, Xingyi Zhang
Multi-objective evolutionary multi-tasking band selection algorithm for hyperspectral image classification. Swarm Evol. Comput. 90 (2024)
Songbai Liu, Jun Li, Qiuzhen Lin, Ye Tian, Jianqiang Li, Kay Chen Tan
Evolutionary Large-Scale Multiobjective Optimization via Autoencoder-Based Problem Transformation. IEEE Trans. Emerg. Top. Comput. Intell. 8 (4) (2024)
Limiao Zhang, Ran Wang, Ye Tian, Xingyi Zhang
Attacking Evolutionary Algorithms via SparseEA. ICSI (1) (2024)
Shuai Shao, Ye Tian, Xing-yi Zhang
Deep reinforcement learning assisted automated guiding vector selection for large-scale sparse multi-objective optimization. Swarm Evol. Comput. 88 (2024)
Hao Jiang, Kang Chou, Ye Tian, Xingyi Zhang, Yaochu Jin
Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization Problems. IEEE Trans. Cybern. 54 (7) (2024)
Yajie Zhang, Chengming Wu, Ye Tian, Xingyi Zhang
A co-evolutionary algorithm based on sparsity clustering for sparse large-scale multi-objective optimization. Eng. Appl. Artif. Intell. 133 (2024)
Shangshang Yang, Xiangkun Sun, Ke Xu, Yuanchao Liu, Ye Tian, Xingyi Zhang
Hybrid Architecture-Based Evolutionary Robust Neural Architecture Search. IEEE Trans. Emerg. Top. Comput. Intell. 8 (4) (2024)
Panpan Zhang, Ye Tian, Yajie Zhang, Xingyi Zhang
A problem knowledge driven bi-population cooperative framework for time-varying ratio error estimation of voltage transformers. Swarm Evol. Comput. 89 (2024)
Yajie Zhang, Hao Jiang, Ye Tian, Haiping Ma, Xingyi Zhang
Multigranularity Surrogate Modeling for Evolutionary Multiobjective Optimization With Expensive Constraints. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Ye Tian, Shuai Shao, Guohui Xie, Xingyi Zhang
A multi-granularity clustering based evolutionary algorithm for large-scale sparse multi-objective optimization. Swarm Evol. Comput. 84 (2024)
Ye Tian, Weixin Wang, Shangshang Yang, Panpan Zhang, Xingyi Zhang
Multi-Agent Reinforcement Learning with Asymmetric Representation Assisted by Multi-Objective Evolutionary Algorithms. CEC (2024)
Cong Lei, Rong Liu, Ye Tian
Two-Stage Evolutionary Algorithm Based on Subspace Specified Searching for Hyperspectral Endmember Extraction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Ye Tian, Jiaxing Hu, Cheng He, Haiping Ma, Limiao Zhang, Xingyi Zhang
A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization. Swarm Evol. Comput. 80 (2023)
Songbai Liu, Jun Li, Qiuzhen Lin, Ye Tian, Kay Chen Tan
Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (1) (2023)
Wenhao Jia, Yang Lin, Junyuan Ding, Guoan Qin, Shuai Shao, Ye Tian
Optimization of Large-Scale Distribution Center Location Selection in Fresh Produce Transportation. BIC-TA (2) (2023)
Shuai Shao, Ye Tian, Xingyi Zhang
A Non-uniform Clustering Based Evolutionary Algorithm for Solving Large-Scale Sparse Multi-objective Optimization Problems. BIC-TA (1) (2023)
Ruifen Cao, Zijue Li, Pi-Jing Wei, Ye Tian, Chun-Hou Zheng
A Hybrid Tourism Recommendation System Based on Multi-objective Evolutionary Algorithm and Re-ranking. ICIC (5) (2023)
Shangshang Yang, Haoyu Wei, Haiping Ma, Ye Tian, Xingyi Zhang, Yunbo Cao, Yaochu Jin
Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Ying Wu, Na Yang, Long Chen, Ye Tian, Zhenzhou Tang
Directed Quick Search Guided Evolutionary Algorithm for Large-scale Multi-objective Optimization Problems. GECCO (2023)
Chengmin Wu, Ye Tian, Yajie Zhang, Hao Jiang, Xing-yi Zhang
A Sparsity-Guided Elitism Co-Evolutionary Framework for Sparse Large-Scale Multi-Objective Optimization. CEC (2023)
Ye Tian, Weijian Zhu, Xingyi Zhang, Yaochu Jin
A practical tutorial on solving optimization problems via PlatEMO. Neurocomputing 518 (2023)
Ye Tian, Xiaopeng Li, Haiping Ma, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Luchen Wang, Ye Tian, Xiaoshu Xiang, Xingyi Zhang
Optimizing Large-Scale Distribution Center Locations During the COVID-19 Quarantine. CEC (2023)
Genggeng Liu, Zhenyu Pei, Nengxian Liu, Ye Tian
Subspace segmentation based co-evolutionary algorithm for balancing convergence and diversity in many-objective optimization. Swarm Evol. Comput. 83 (2023)
Ke Xu, Lei Han, Ye Tian, Shangshang Yang, Xingyi Zhang
EQ-Net: Elastic Quantization Neural Networks. CoRR (2023)
Yajie Zhang, Ye Tian, Hao Jiang, Xingyi Zhang, Yaochu Jin
Design and analysis of helper-problem-assisted evolutionary algorithm for constrained multiobjective optimization. Inf. Sci. 648 (2023)
Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. CoRR (2023)
Ye Tian, Langchun Si, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Local Model-Based Pareto Front Estimation for Multiobjective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 53 (1) (2023)
Shangshang Yang, Haiping Ma, Cheng Zhen, Ye Tian, Limiao Zhang, Yaochu Jin, Xingyi Zhang
Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search. CoRR (2023)
Yao Hu, Xiaoyan Sun, Ye Tian, Linqi Song, Kay Chen Tan
Communication Efficient Federated Learning With Heterogeneous Structured Client Models. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Ye Tian, Jingwen Pan, Shangshang Yang, Xingyi Zhang, Shuping He, Yaochu Jin
Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm. IEEE Trans. Artif. Intell. 4 (2) (2023)
Ye Tian, Yajie Zhang, Yansen Su, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization. IEEE Trans. Cybern. 52 (9) (2022)
Songbai Liu, Qiuzhen Lin, Ye Tian, Kay Chen Tan
A Variable Importance-Based Differential Evolution for Large-Scale Multiobjective Optimization. IEEE Trans. Cybern. 52 (12) (2022)
Shangshang Yang, Ye Tian, Xiaoshu Xiang, Shichen Peng, Xingyi Zhang
Accelerating Evolutionary Neural Architecture Search via Multifidelity Evaluation. IEEE Trans. Cogn. Dev. Syst. 14 (4) (2022)
Ye Tian, Haowen Chen, Haiping Ma, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization. IEEE CAA J. Autom. Sinica 9 (10) (2022)
Ye Tian, Chang Lu, Xingyi Zhang, Fan Cheng, Yaochu Jin
A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. IEEE Trans. Cybern. 52 (7) (2022)
Chao Wang, Ziqiong Wang, Ye Tian, Xingyi Zhang, Jianhua Xiao
A Dual-Population Based Evolutionary Algorithm for Multi-Objective Location Problem Under Uncertainty of Facilities. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Ye Tian, Shichen Peng, Shangshang Yang, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Action Command Encoding for Surrogate-Assisted Neural Architecture Search. IEEE Trans. Cogn. Dev. Syst. 14 (3) (2022)
Ye Tian, Haowen Chen, Xiaoshu Xiang, Hao Jiang, Xingyi Zhang
A Comparative Study on Evolutionary Algorithms and Mathematical Programming Methods for Continuous Optimization. CEC (2022)
Xiaoshu Xiang, Ye Tian, Xingyi Zhang, Jianhua Xiao, Yaochu Jin
A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Ye Tian, Yuandong Feng, Chao Wang, Ruifen Cao, Xingyi Zhang, Xi Pei, Kay Chen Tan, Yaochu Jin
A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning. IEEE Trans. Evol. Comput. 26 (6) (2022)
Shangshang Yang, Ye Tian, Cheng He, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (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)
Ye Tian, Langchun Si, Xingyi Zhang, Ran Cheng, Cheng He, Kay Chen Tan, Yaochu Jin
Evolutionary Large-Scale Multi-Objective Optimization: A Survey. ACM Comput. Surv. 54 (8) (2022)
Yansen Su, Zhongxiang Jin, Ye Tian, Xingyi Zhang, Kay Chen Tan
Comparing the Performance of Evolutionary Algorithms for Sparse Multi-Objective Optimization via a Comprehensive Indicator [Research Frontier]. IEEE Comput. Intell. Mag. 17 (3) (2022)
Hao Jiang, Mengxin Lu, Ye Tian, Jianfeng Qiu, Xingyi Zhang
An evolutionary algorithm for solving Capacitated Vehicle Routing Problems by using local information. Appl. Soft Comput. 117 (2022)
Ye Tian, Tao Zhang, Jianhua Xiao, Xingyi Zhang, Yaochu Jin
A Coevolutionary Framework for Constrained Multiobjective Optimization Problems. IEEE Trans. Evol. Comput. 25 (1) (2021)
Ye Tian, Xingyi Zhang, Cheng He, Kay Chen Tan, Yaochu Jin
Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics. CoRR (2021)
Ye Tian, Xiaochun Su, Yansen Su, Xingyi Zhang
EMODMI: A Multi-Objective Optimization Based Method to Identify Disease Modules. IEEE Trans. Emerg. Top. Comput. Intell. 5 (4) (2021)
Ye Tian, Chang Lu, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks. IEEE Trans. Cybern. 51 (6) (2021)
Ye Tian, Cheng He, Ran Cheng, Xingyi Zhang
A Multistage Evolutionary Algorithm for Better Diversity Preservation in Multiobjective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 51 (9) (2021)
Ye Tian, Ruchen Liu, Xingyi Zhang, Haiping Ma, Kay Chen Tan, Yaochu Jin
A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems. IEEE Trans. Evol. Comput. 25 (3) (2021)
Yajie Zhang, Ye Tian, Xingyi Zhang
A Comparison Study of Evolutionary Algorithms on Large-Scale Sparse Multi-objective Optimization Problems. EMO (2021)
Cheng He, Ran Cheng, Ye Tian, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization. IEEE Trans. Evol. Comput. 25 (3) (2021)
Shangshang Yang, Ye Tian, Xiaoshu Xiang, Shichen Peng, Xingyi Zhang
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation. CoRR (2021)
Haiping Ma, Haoyu Wei, Ye Tian, Ran Cheng, Xingyi Zhang
A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints. Inf. Sci. 560 (2021)
Hao Jiang, Yuhang Wang, Ye Tian, Xingyi Zhang, Jianhua Xiao
Feature Construction for Meta-heuristic Algorithm Recommendation of Capacitated Vehicle Routing Problems. ACM Trans. Evol. Learn. Optim. 1 (1) (2021)
Ye Tian, Shichen Peng, Xingyi Zhang, Tobias Rodemann, Kay Chen Tan, Yaochu Jin
A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks. IEEE Trans. Artif. Intell. 1 (1) (2020)
Xiaoshu Xiang, Ye Tian, Jianhua Xiao, Xingyi Zhang
A Clustering-Based Surrogate-Assisted Multiobjective Evolutionary Algorithm for Shelter Location Problem Under Uncertainty of Road Networks. IEEE Trans. Ind. Informatics 16 (12) (2020)
Ye Tian, Xingyi Zhang, Chao Wang, Yaochu Jin
An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. IEEE Trans. Evol. Comput. 24 (2) (2020)
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin
Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO. CEC (2020)
Cheng He, Ran Cheng, Ye Tian, Xingyi Zhang
Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization. CEC (2020)
Ye Tian, Xingyi Zhang, Ran Cheng, Cheng He, Yaochu Jin
Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling. IEEE Trans. Cybern. 50 (3) (2020)
Huangke Chen, Ye Tian, Witold Pedrycz, Guohua Wu, Rui Wang, Ling Wang
Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems. IEEE Trans. Cybern. 50 (7) (2020)
Cheng He, Ran Cheng, Chuanji Zhang, Ye Tian, Qin Chen, Xin Yao
Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers. IEEE Trans. Evol. Comput. 24 (5) (2020)
Yansen Su, Neng Guo, Ye Tian, Xingyi Zhang
A non-revisiting genetic algorithm based on a novel binary space partition tree. Inf. Sci. 512 (2020)
Ye Tian, Shangshang Yang, Xingyi Zhang
An Evolutionary Multiobjective Optimization Based Fuzzy Method for Overlapping Community Detection. IEEE Trans. Fuzzy Syst. 28 (11) (2020)
Fan Cheng, Qiangqiang Zhang, Ye Tian, Xingyi Zhang
Maximizing receiver operating characteristics convex hull via dynamic reference point-based multi-objective evolutionary algorithm. Appl. Soft Comput. 86 (2020)
Ye Tian, Xiutao Zheng, Xingyi Zhang, Yaochu Jin
Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer. IEEE Trans. Cybern. 50 (8) (2020)
Ye Tian, Shangshang Yang, Lei Zhang, Fuchen Duan, Xingyi Zhang
A Surrogate-Assisted Multiobjective Evolutionary Algorithm for Large-Scale Task-Oriented Pattern Mining. IEEE Trans. Emerg. Top. Comput. Intell. 3 (2) (2019)
Ye Tian, Ran Cheng, Xingyi Zhang, Yansen Su, Yaochu Jin
A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization. IEEE Trans. Evol. Comput. 23 (2) (2019)
Cheng He, Lianghao Li, Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin, Xin Yao
Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation. IEEE Trans. Evol. Comput. 23 (6) (2019)
Linqiang Pan, Cheng He, Ye Tian, Handing Wang, Xingyi Zhang, Yaochu Jin
A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization. IEEE Trans. Evol. Comput. 23 (1) (2019)
Ye Tian, Ran Cheng, Xingyi Zhang, Miqing Li, Yaochu Jin
Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier]. IEEE Comput. Intell. Mag. 14 (3) (2019)
Ye Tian, Shangshang Yang, Xingyi Zhang, Yaochu Jin
Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection. CEC (2019)
Ye Tian, Shichen Peng, Tobias Rodemann, Xingyi Zhang, Yaochu Jin
Automated Selection of Evolutionary Multi-objective Optimization Algorithms. SSCI (2019)
Ye Tian, Ran Cheng, Xingyi Zhang, Fan Cheng, Yaochu Jin
An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility. IEEE Trans. Evol. Comput. 22 (4) (2018)
Ye Tian, Xiaoshu Xiang, Xingyi Zhang, Ran Cheng, Yaochu Jin
Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems. CEC (2018)
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin
A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization. IEEE Trans. Evol. Comput. 22 (1) (2018)
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization. CoRR (2017)
Linqiang Pan, Cheng He, Ye Tian, Yansen Su, Xingyi Zhang
A region division based diversity maintaining approach for many-objective optimization. Integr. Comput. Aided Eng. 24 (3) (2017)
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]. IEEE Comput. Intell. Mag. 12 (4) (2017)
Cheng He, Ye Tian, Yaochu Jin, Xingyi Zhang, Linqiang Pan
A radial space division based evolutionary algorithm for many-objective optimization. Appl. Soft Comput. 61 (2017)
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin
Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization. SSCI (2016)
Xingyi Zhang, Ye Tian, Yaochu Jin
Approximate non-dominated sorting for evolutionary many-objective optimization. Inf. Sci. 369 (2016)
Cheng He, Linqiang Pan, Hang Xu, Ye Tian, Xingyi Zhang
An improved reference point sampling method on Pareto optimal front. CEC (2016)
Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin
A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric. CEC (2016)
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin
An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 19 (2) (2015)
Xingyi Zhang, Ye Tian, Yaochu Jin
A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization. IEEE Trans. Evol. Comput. 19 (6) (2015)