Xiaoyu He

Orcid: 0000-0003-4460-2460

Affiliations:

Sun Yat-sen University, School of Data and Computer Science, Guangzhou, China

According to our database¹, Xiaoyu He authored at least 24 papers between 2018 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2024

A Historical Trajectory Assisted Optimization Method for Zeroth-Order Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2024

A stochastic process approach for multi-agent path finding with non-asymptotic performance guarantees.

[BibT_eX]

[DOI]

Artif. Intell., 2024

2022

Distributed Evolution Strategies for Black-Box Stochastic Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

A Decentralized Federated Learning Framework via Committee Mechanism With Convergence Guarantee.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Adaptive Evolution Strategies for Stochastic Zeroth-Order Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2022

A Neighborhood Regression Optimization Algorithm for Computationally Expensive Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Learning Task Relationships in Evolutionary Multitasking for Multiobjective Continuous Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

QNG: A Quasi-Natural Gradient Method for Large-Scale Statistical Learning.

[BibT_eX]

[DOI]

SIAM J. Optim., 2022

2021

Constrained Multiobjective Optimization: Test Problem Construction and Performance Evaluations.

[BibT_eX]

[DOI]

Yuren Zhou

Yi Xiang

Xiaoyu He

IEEE Trans. Evol. Comput., 2021

MMES: Mixture Model-Based Evolution Strategy for Large-Scale Optimization.

[BibT_eX]

[DOI]

Xiaoyu He

Zibin Zheng

Yuren Zhou

IEEE Trans. Evol. Comput., 2021

Running Time Analysis of MOEA/D on Pseudo-Boolean Functions.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Large-Scale Evolution Strategy Based on Search Direction Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Joint representation learning for multi-view subspace clustering.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

2020

One-step Kernel Multi-view Subspace Clustering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

An evolutionary approach to black-box optimization on matrix manifolds.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

2019

Evolutionary Many-Objective Optimization Based on Dynamical Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Evolutionary Bilevel Optimization Based on Covariance Matrix Adaptation.

[BibT_eX]

[DOI]

Xiaoyu He

Yuren Zhou

Zefeng Chen

IEEE Trans. Evol. Comput., 2019

An Evolution Path-Based Reproduction Operator for Many-Objective Optimization.

[BibT_eX]

[DOI]

Xiaoyu He

Yuren Zhou

Zefeng Chen

IEEE Trans. Evol. Comput., 2019

Many-objective evolutionary algorithm based on adaptive weighted decomposition.

[BibT_eX]

[DOI]

Siyu Jiang

Xiaoyu He

Yuren Zhou

Appl. Soft Comput., 2019

Handling expensive multi-objective optimization problems with a cluster-based neighborhood regression model.

[BibT_eX]

[DOI]

Zefeng Chen

Yuren Zhou

Xiaoyu He

Appl. Soft Comput., 2019

A set of new multi- and many-objective test problems for continuous optimization and a comprehensive experimental evaluation.

[BibT_eX]

[DOI]

Artif. Intell., 2019

A Restart-based Rank-1 Evolution Strategy for Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Enhancing the performance of differential evolution with covariance matrix self-adaptation.

[BibT_eX]

[DOI]

Xiaoyu He

Yuren Zhou

Appl. Soft Comput., 2018

Xiaoyu He

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