Ye Tian

Orcid: 0000-0002-3487-5126

Affiliations:
  • Anhui University, Institutes of Physical Science and Information Technology, Hefei, China


According to our database1, Ye Tian authored at least 97 papers between 2015 and 2024.

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Bibliography

2024
Hybrid Architecture-Based Evolutionary Robust Neural Architecture Search.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

Evolutionary Large-Scale Multiobjective Optimization via Autoencoder-Based Problem Transformation.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization Problems.
IEEE Trans. Cybern., July, 2024

Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

Multigranularity Surrogate Modeling for Evolutionary Multiobjective Optimization With Expensive Constraints.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

A multi-granularity clustering based evolutionary algorithm for large-scale sparse multi-objective optimization.
Swarm Evol. Comput., February, 2024

A problem knowledge driven bi-population cooperative framework for time-varying ratio error estimation of voltage transformers.
Swarm Evol. Comput., 2024

Multi-objective evolutionary multi-tasking band selection algorithm for hyperspectral image classification.
Swarm Evol. Comput., 2024

Deep reinforcement learning assisted automated guiding vector selection for large-scale sparse multi-objective optimization.
Swarm Evol. Comput., 2024

Two-Stage Evolutionary Algorithm Based on Subspace Specified Searching for Hyperspectral Endmember Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Directed quick search guided evolutionary framework for large-scale multi-objective optimization problems.
Expert Syst. Appl., 2024

A co-evolutionary algorithm based on sparsity clustering for sparse large-scale multi-objective optimization.
Eng. Appl. Artif. Intell., 2024

Attacking Evolutionary Algorithms via SparseEA.
Proceedings of the Advances in Swarm Intelligence, 2024

Multi-Agent Reinforcement Learning with Asymmetric Representation Assisted by Multi-Objective Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

A Deep Reinforcement Learning Assisted Heuristic for Solving Traveling Salesman Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Deep Reinforcement Learning Based Adaptive Environmental Selection for Evolutionary Multi-Objective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023
Subspace segmentation based co-evolutionary algorithm for balancing convergence and diversity in many-objective optimization.
Swarm Evol. Comput., December, 2023

Design and analysis of helper-problem-assisted evolutionary algorithm for constrained multiobjective optimization.
Inf. Sci., November, 2023

Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2023

A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization.
Swarm Evol. Comput., July, 2023

Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2023

Communication Efficient Federated Learning With Heterogeneous Structured Client Models.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2023

Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm.
IEEE Trans. Artif. Intell., April, 2023

PRETTY: A parallel transgenerational learning-assisted evolutionary algorithm for computationally expensive multi-objective optimization.
Inf. Sci., April, 2023

A Fast Clustering Based Evolutionary Algorithm for Super-Large-Scale Sparse Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica, April, 2023

Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput., February, 2023

Local Model-Based Pareto Front Estimation for Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2023

A practical tutorial on solving optimization problems via PlatEMO.
Neurocomputing, 2023

Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search.
CoRR, 2023

Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Hybrid Tourism Recommendation System Based on Multi-objective Evolutionary Algorithm and Re-ranking.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

EQ-Net: Elastic Quantization Neural Networks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Directed Quick Search Guided Evolutionary Algorithm for Large-scale Multi-objective Optimization Problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

A Sparsity-Guided Elitism Co-Evolutionary Framework for Sparse Large-Scale Multi-Objective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023

Optimizing Large-Scale Distribution Center Locations During the COVID-19 Quarantine.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023

A Non-uniform Clustering Based Evolutionary Algorithm for Solving Large-Scale Sparse Multi-objective Optimization Problems.
Proceedings of the Bio-Inspired Computing: Theories and Applications, 2023

Optimization of Large-Scale Distribution Center Location Selection in Fresh Produce Transportation.
Proceedings of the Bio-Inspired Computing: Theories and Applications, 2023

2022
A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems.
IEEE Trans. Intell. Transp. Syst., 2022

A Dual-Population Based Evolutionary Algorithm for Multi-Objective Location Problem Under Uncertainty of Facilities.
IEEE Trans. Intell. Transp. Syst., 2022

A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning.
IEEE Trans. Evol. Comput., 2022

Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization.
IEEE Trans. Cybern., 2022

A Variable Importance-Based Differential Evolution for Large-Scale Multiobjective Optimization.
IEEE Trans. Cybern., 2022

A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems.
IEEE Trans. Cybern., 2022

Accelerating Evolutionary Neural Architecture Search via Multifidelity Evaluation.
IEEE Trans. Cogn. Dev. Syst., 2022

Action Command Encoding for Surrogate-Assisted Neural Architecture Search.
IEEE Trans. Cogn. Dev. Syst., 2022

A benchmark generator for online dynamic single-objective and multi-objective optimization problems.
Inf. Sci., 2022

Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica, 2022

Evolutionary Large-Scale Multi-Objective Optimization: A Survey.
ACM Comput. Surv., 2022

Comparing the Performance of Evolutionary Algorithms for Sparse Multi-Objective Optimization via a Comprehensive Indicator [Research Frontier].
IEEE Comput. Intell. Mag., 2022

An evolutionary algorithm for solving Capacitated Vehicle Routing Problems by using local information.
Appl. Soft Comput., 2022

Tagging Metaheuristics with Problem-Oriented Labels for Non-Expert Users.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Hybrid Tourism Recommendation System: A Multi-Objective Perspective.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

A Comparative Study on Evolutionary Algorithms and Mathematical Programming Methods for Continuous Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021
A Multistage Evolutionary Algorithm for Better Diversity Preservation in Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2021

EMODMI: A Multi-Objective Optimization Based Method to Identify Disease Modules.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

Feature Construction for Meta-heuristic Algorithm Recommendation of Capacitated Vehicle Routing Problems.
ACM Trans. Evol. Learn. Optim., 2021

A Coevolutionary Framework for Constrained Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput., 2021

A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput., 2021

Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2021

Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks.
IEEE Trans. Cybern., 2021

A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints.
Inf. Sci., 2021

Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation.
CoRR, 2021

Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics.
CoRR, 2021

A Comparison Study of Evolutionary Algorithms on Large-Scale Sparse Multi-objective Optimization Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

2020
A Clustering-Based Surrogate-Assisted Multiobjective Evolutionary Algorithm for Shelter Location Problem Under Uncertainty of Road Networks.
IEEE Trans. Ind. Informatics, 2020

An Evolutionary Multiobjective Optimization Based Fuzzy Method for Overlapping Community Detection.
IEEE Trans. Fuzzy Syst., 2020

An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput., 2020

Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers.
IEEE Trans. Evol. Comput., 2020

Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer.
IEEE Trans. Cybern., 2020

Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling.
IEEE Trans. Cybern., 2020

Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems.
IEEE Trans. Cybern., 2020

A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks.
IEEE Trans. Artif. Intell., 2020

A non-revisiting genetic algorithm based on a novel binary space partition tree.
Inf. Sci., 2020

Maximizing receiver operating characteristics convex hull via dynamic reference point-based multi-objective evolutionary algorithm.
Appl. Soft Comput., 2020

Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
A Surrogate-Assisted Multiobjective Evolutionary Algorithm for Large-Scale Task-Oriented Pattern Mining.
IEEE Trans. Emerg. Top. Comput. Intell., 2019

A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2019

A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2019

Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation.
IEEE Trans. Evol. Comput., 2019

Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier].
IEEE Comput. Intell. Mag., 2019

Automated Selection of Evolutionary Multi-objective Optimization Algorithms.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2018

An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility.
IEEE Trans. Evol. Comput., 2018

Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
A region division based diversity maintaining approach for many-objective optimization.
Integr. Comput. Aided Eng., 2017

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization.
CoRR, 2017

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum].
IEEE Comput. Intell. Mag., 2017

A radial space division based evolutionary algorithm for many-objective optimization.
Appl. Soft Comput., 2017

2016
Approximate non-dominated sorting for evolutionary many-objective optimization.
Inf. Sci., 2016

Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

An improved reference point sampling method on Pareto optimal front.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2015

An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2015


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